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Big Five personality traits

The Big Five personality traits, sometimes known as "the five-factor model of personality" or "OCEAN model", are a grouping of five unique characteristics used to study personality.

The Big Five personality traits

It was first developed in the 1980s in the field of psychological trait theory. In the 1990s, the theory identified five factors, which may each be further divided into two distinct values:[1]

When factor analysis is applied to personality survey data, semantic associations between aspects of personality and specific terms are often applied to the same person. For example, someone described as conscientious is more likely to be described as "always prepared" rather than "messy". These associations suggest five broad dimensions used in common language to describe the human personality, temperament, and psyche.[2][3]

Those labels for the five factors may be remembered using the acronyms "OCEAN" or "CANOE". Beneath each proposed global factor, there are a number of correlated and more specific primary factors. For example, extraversion is typically associated with qualities such as gregariousness, assertiveness, excitement-seeking, warmth, activity, and positive emotions.[4] These traits are not black and white; each one is treated as a spectrum.[5]

History edit

The Big Five model was built to understand the relationship between personality and academic behaviour.[6] It was defined by several independent sets of researchers who analysed words describing people's behaviour.[7] These researchers first studied relationships between a large number of words related to personality traits. They made lists of these words shorter by 5–10 times and then used factor analysis to group the remaining traits (with data mostly based upon people's estimations, in self-report questionnaires and peer ratings) in order to find the basic factors of personality.[8][9][10][11][12]

The initial model was advanced in 1958 by Ernest Tupes and Raymond Christal, research psychologists working at Lackland Air Force Base in Texas, but failed to reach scholars and scientists until the 1980s. In 1990, J.M. Digman advanced his five-factor model of personality, which Lewis Goldberg put at the highest-organised level.[13] These five overarching domains have been found to contain most known personality traits and are assumed to represent the basic structure behind them all.[14]

At least four sets of researchers have worked independently for decades to reflect personality traits in language and have mainly identified the same five factors: Tupes and Christal were first, followed by Goldberg at the Oregon Research Institute,[15][16][17][18][19] Cattell at the University of Illinois,[10][20][21][22] and finally Costa and McCrae.[23][24][25][26] These four sets of researchers used somewhat different methods in finding the five traits, making the sets of five factors have varying names and meanings. However, all have been found to be strongly correlated with their corresponding factors.[27][28][29][30][31] Studies indicate that the Big Five traits are not nearly as powerful in predicting and explaining actual behaviour as the more numerous facets or primary traits.[32][33]

Each of the Big Five personality traits contains two separate, but correlated, aspects reflecting a level of personality below the broad domains but above the many facet scales also making up part of the Big Five.[34] The aspects are labelled as follows: Volatility and Withdrawal for Neuroticism; Enthusiasm and Assertiveness for Extraversion; Intellect and Openness for Openness to Experience; Industriousness and Orderliness for Conscientiousness; and Compassion and Politeness for Agreeableness.[34]

Finding the five factors edit

In 1884, British scientist Sir Francis Galton became the first person known to consider deriving a comprehensive taxonomy of human personality traits by sampling language.[8] The idea that this may be possible is known as the lexical hypothesis. In 1936, American psychologists Gordon Allport of Harvard University and Henry Odbert of Dartmouth College implemented Galton's hypothesis. They organised for three anonymous people to categorise adjectives from Webster's New International Dictionary and a list of common slang words. The result was a list of 4504 adjectives they believed were descriptive of observable and relatively permanent traits.[35]

In 1943, Raymond Cattell of Harvard University took Allport and Odbert's list and reduced this to a list of roughly 160 terms by eliminating words with very similar meanings. To these, he added terms from 22 other psychological categories, and additional "interest" and "abilities" terms. This resulted in a list of 171 traits. From this he used factor analysis to derive 60 "personality clusters or syndromes" and an additional 7 minor clusters.[36] Cattell then narrowed this down to 35 terms, and later added a 36th factor in the form of an IQ measure. Through factor analysis from 1945 to 1948, he created 11 or 12 factor solutions.[37][38][39]

In 1947, psychologist Hans Eysenck of University College London published his book Dimensions of Personality. He posited that the two most important personality dimensions were "Extraversion" and "Neuroticism", a term that he coined.[40]

In July 1949, Donald Fiske of the University of Chicago used 22 terms either adapted from Cattell's 1947 study, and through surveys of male university students and statistics derived five factors: "Social Adaptability", "Emotional Control", "Conformity", "Inquiring Intellect", and "Confident Self-expression".[41] In the same year, Cattell, with Maurice Tatsuoka and Herbert Eber, found 4 additional factors, which they believed consisted of information that could only be provided through self-rating. With this understanding, they created the sixteen factor 16PF Questionnaire.[42][43][44][45][46]

In 1953, John W French of Educational Testing Service published an extensive meta-analysis of personality trait factor studies.[47] In 1957, Ernest Tupes of the United States Air Force undertook a personality trait study of US Air Force officers. Each was rated by their peers using Cattell's 35 terms (or in some cases, the 30 most reliable terms).[48][49] In 1958, Tupes and Raymond Christal began a US Air Force study by taking 37 personality factors and other data found in Cattell's 1947 paper, Fiske's 1949 paper, and Tupes' 1957 paper.[50] Through statistical analysis, they derived five factors they labeled "Surgency", "Agreeableness", "Dependability", "Emotional Stability", and "Culture".[51][52] In addition to the influence of Cattell and Fiske's work, they strongly noted the influence of French's 1953 study.[51] Tupes and Christal further tested and explained their 1958 work in a 1961 paper.[53][11]

Warren Norman[54] of the University of Michigan replicated Tupes and Christal's work in 1963. He relabeled "Surgency" as "Extroversion or Surgency", and "Dependability" as "Conscientiousness". He also found four subordinate scales for each factor.[12] Norman's paper was much more read than Tupes and Christal's papers had been. Norman's later Oregon Research Institute colleague Lewis Goldberg continued this work.[55]

In the 4th edition of the 16PF Questionnaire released in 1968, 5 "global factors" derived from the 16 factors were identified: "Extraversion", "Independence", "Anxiety", "Self-control" and "Tough-mindedness".[56] 16PF advocates have since called these "the original Big 5".[57]

Hiatus in research edit

During the 1970s, the changing zeitgeist made publication of personality research difficult. In his 1968 book Personality and Assessment, Walter Mischel asserted that personality instruments could not predict behavior with a correlation of more than 0.3. Social psychologists like Mischel argued that attitudes and behavior were not stable, but varied with the situation. Predicting behavior from personality instruments was claimed to be impossible.[by whom?]

Renewed attention edit

In 1978, Paul Costa and Robert McCrae of the National Institutes of Health published a book chapter describing their Neuroticism-Extroversion-Openness (NEO) model. The model was based on the three factors in its name.[58] They used Eysenck's concept of "Extroversion" rather than Carl Jung's.[59] Each factor had six facets. The authors expanded their explanation of the model in subsequent papers. Also in 1978, British psychologist Peter Saville of Brunel University applied statistical analysis to 16PF results, and determined that the model could be reduced to five factors, "Anxiety", "Extraversion", "Warmth", "Imagination" and "Conscientiousness".[60]

At a 1980 symposium in Honolulu, Lewis Goldberg, Naomi Takemoto-Chock, Andrew Comrey, and John M. Digman, reviewed the available personality instruments of the day.[61] In 1981, Digman and Takemoto-Chock of the University of Hawaii reanalysed data from Cattell, Tupes, Norman, Fiske and Digman. They re-affirmed the validity of the five factors, naming them "Friendly Compliance vs. Hostile Non-compliance", "Extraversion vs. Introversion", "Ego Strength vs. Emotional Disorganization", "Will to Achieve" and "Intellect". They also found weak evidence for the existence of a sixth factor, "Culture".[62]

Peter Saville and his team included the five-factor "Pentagon" model as part of the Occupational Personality Questionnaires (OPQ) in 1984. This was the first commercially available Big Five test.[63] Its factors are "Extroversion", "Vigorous", "Methodical", "Emotional Stability", and "Abstract".[64] This was closely followed by another commercial test, the NEO PI three-factor personality inventory, published by Costa and McCrae in 1985. It used the three NEO factors. The methodology employed in constructing the NEO instruments has since been subject to critical scrutiny.[65]: 431–33 

Emerging methodologies increasingly confirmed personality theories during the 1980s. Though generally failing to predict single instances of behavior, researchers found that they could predict patterns of behavior by aggregating large numbers of observations.[66] As a result, correlations between personality and behavior increased substantially, and it became clear that "personality" did in fact exist.[67]

In 1992, the NEO PI evolved into the NEO PI-R, adding the factors "Agreeableness" and "Conscientiousness",[55] and becoming a Big Five instrument. This set the names for the factors that are now most commonly used. The NEO maintainers call their model the "Five Factor Model" (FFM). Each NEO personality dimension has six subordinate facets.

Subsequent developments edit

Wim Hofstee at the University of Groningen used a lexical hypothesis approach with the Dutch language to develop what became the International Personality Item Pool in the 1990s. Further development in Germany and the United States saw the pool based on three languages. Its questions and results have been mapped to various Big Five personality typing models.[68][69]

Kibeom Lee and Michael Ashton released a book describing their HEXACO model in 2004.[70] It adds a sixth factor, "Honesty-Humility" to the five (which it calls "Emotionality", "Extraversion", "Agreeableness", "Conscientiousness", and "Openness to Experience"). Each of these factors has four facets.

In 2007, Colin DeYoung, Lena C. Quilty and Jordan Peterson concluded that the 10 aspects of the Big Five may have distinct biological substrates.[34] This was derived through factor analyses of two data samples with the International Personality Item Pool, followed by cross-correlation with scores derived from 10 genetic factors identified as underlying the shared variance among the Revised NEO Personality Inventory facets.[71]

By 2009, personality and social psychologists generally agreed that both personal and situational variables are needed to account for human behavior.[72]

A FFM-associated test was used by Cambridge Analytica, and was part of the "psychographic profiling"[73] controversy during the 2016 US presidential election.[74][75]

Descriptions of the particular personality traits edit

Openness to experience edit

Openness to experience is a general appreciation for art, emotion, adventure, unusual ideas, imagination, curiosity, and variety of experience. People who are open to experience are intellectually curious, open to emotion, sensitive to beauty, and willing to try new things. They tend to be, when compared to closed people, more creative and more aware of their feelings. They are also more likely to hold unconventional beliefs. Open people can be perceived as unpredictable or lacking focus, and more likely to engage in risky behaviour or drug-taking.[76] Moreover, individuals with high openness are said to pursue self-actualisation specifically by seeking out intense, euphoric experiences. Conversely, those with low openness want to be fulfilled by persevering and are characterised as pragmatic and data-driven – sometimes even perceived to be dogmatic and closed-minded. Some disagreement remains about how to interpret and contextualise the openness factor as there is a lack of biological support for this particular trait. Openness has not shown a significant association with any brain regions as opposed to the other four traits which did when using brain imaging to detect changes in volume associated with each trait.[77]

Sample items edit

  • I have a rich vocabulary.
  • I have a vivid imagination.
  • I have excellent ideas.
  • I am quick to understand things.
  • I use difficult words.
  • I spend time reflecting on things.
  • I am full of ideas.
  • I have difficulty understanding abstract ideas. (Reversed)
  • I am not interested in abstract ideas. (Reversed)
  • I do not have a good imagination. (Reversed)[78]

Conscientiousness edit

Conscientiousness is a tendency to be self-disciplined, act dutifully, and strive for achievement against measures or outside expectations. It is related to people's level of impulse control, regulation, and direction. High conscientiousness is often perceived as being stubborn and focused. Low conscientiousness is associated with flexibility and spontaneity, but can also appear as sloppiness and lack of reliability.[79] High conscientiousness indicates a preference for planned rather than spontaneous behaviour.[80] The average level of conscientiousness rises among young adults and then declines among older adults.[81]

Sample items edit

  • I am always prepared.
  • I pay attention to details.
  • I get chores done right away.
  • I follow a schedule.
  • I am exacting in my work.
  • I do not like order. (Reversed)
  • I leave my belongings around. (Reversed)
  • I make a mess of things. (Reversed)
  • I often forget to put things back in their proper place. (Reversed)
  • I shirk my duties. (Reversed)[78]

Extraversion edit

Extraversion is characterised by breadth of activities (as opposed to depth), surgency from external activities/situations, and energy creation from external means.[82] The trait is marked by pronounced engagement with the external world. Extraverts enjoy interacting with people, and are often perceived as energetic. They tend to be enthusiastic and action-oriented. They possess high group visibility, like to talk, and assert themselves. Extraverts may appear more dominant in social settings, as opposed to introverts in that setting.[83]

Introverts have lower social engagement and energy levels than extraverts. They tend to seem quiet, low-key, deliberate, and less involved in the social world. Their lack of social involvement should not be interpreted as shyness or depression; but as greater independence of their social world than extraverts. Introverts need less stimulation, and more time alone than extraverts. This does not mean that they are unfriendly or antisocial; rather, they are aloof and reserved in social situations.[84]

Generally, people are a combination of extraversion and introversion, with personality psychologist Hans Eysenck suggesting a model by which differences in their brains produce these traits.[83]: 106 

Sample items edit

  • I am the life of the party.
  • I feel comfortable around people.
  • I start conversations.
  • I talk to a lot of different people at parties.
  • I do not mind being the center of attention.
  • I do not talk a lot. (Reversed)
  • I keep in the background. (Reversed)
  • I have little to say. (Reversed)
  • I do not like to draw attention to myself. (Reversed)
  • I am quiet around strangers. (Reversed)[78]

Agreeableness edit

Agreeableness is the general concern for social harmony. Agreeable individuals value getting along with others. They are generally considerate, kind, generous, trusting and trustworthy, helpful, and willing to compromise their interests with others.[84] Agreeable people also have an optimistic view of human nature.

Disagreeable individuals place self-interest above getting along with others. They are generally unconcerned with others' well-being and are less likely to extend themselves for other people. Sometimes their skepticism about others' motives causes them to be suspicious, unfriendly, and uncooperative.[85] Disagreeable people are often competitive or challenging, which can be seen as argumentative or untrustworthy.[79]

Because agreeableness is a social trait, research has shown that one's agreeableness positively correlates with the quality of relationships with one's team members. Agreeableness also positively predicts transformational leadership skills. In a study conducted among 169 participants in leadership positions in a variety of professions, individuals were asked to take a personality test and be directly evaluated by supervised subordinates. Very agreeable leaders were more likely to be considered transformational rather than transactional. Although the relationship was not strong (r=0.32, β=0.28, p<0.01), it was the strongest of the Big Five traits. However, the same study could not predict leadership effectiveness as evaluated by the leader's direct supervisor.[86]

Conversely, agreeableness has been found to be negatively related to transactional leadership in the military. A study of Asian military units showed that agreeable people are more likely to be poor transactional leaders.[87] Therefore, with further research, organisations may be able to determine an individual's potential for performance based on their personality traits. For instance,[88] in their journal article "Which Personality Attributes Are Most Important in the Workplace?" Paul Sackett and Philip Walmsley claim that conscientiousness and agreeableness are "important to success across many different jobs."

Sample items edit

  • I am interested in people.
  • I sympathise with others' feelings.
  • I have a soft heart.
  • I take time out for others.
  • I feel others' emotions.
  • I make people feel at ease.
  • I am not really interested in others. (Reversed)
  • I insult people. (Reversed)
  • I am not interested in other people's problems. (Reversed)
  • I feel little concern for others. (Reversed)[78]

Neuroticism edit

Neuroticism is the tendency to have strong negative emotions, such as anger, anxiety, or depression.[89] It is sometimes called emotional instability, or is reversed and referred to as emotional stability. According to Hans Eysenck's (1967) theory of personality, neuroticism is associated with low tolerance for stress or strongly disliked changes.[90] Neuroticism is a classic temperament trait that has been studied in temperament research for decades, even before it was adapted by the Five Factor Model.[91] Neurotic people are emotionally reactive and vulnerable to stress. They are more likely to interpret ordinary situations as threatening. They can perceive minor frustrations as hopelessly difficult. Their negative emotional reactions tend to stay for unusually long periods of time, which means they are often in a bad mood. For instance, neuroticism is connected to pessimism toward work, to certainty that work hinders personal relationships, and to higher levels of anxiety from the pressures at work.[92] Furthermore, neurotic people may display more skin-conductance reactivity than calm and composed people.[90][93] These problems in emotional regulation can make a neurotic person think less clearly, make worse decisions, and cope less effectively with stress. Being disappointed with one's life achievements can make one more neurotic and increase one's chances of falling into clinical depression. Moreover, neurotic individuals tend to experience more negative life events,[89][94] but neuroticism also changes in response to positive and negative life experiences.[89][94] Also, neurotic people tend to have worse psychological well-being.[95]

At the other end of the scale, less neurotic individuals are less easily upset and are less emotionally reactive. They tend to be calm, emotionally stable, and free from persistent negative feelings. Freedom from negative feelings does not mean that low scorers experience a lot of positive feelings; that is related to extraversion instead.[96]

Neuroticism is similar but not identical to being neurotic in the Freudian sense (i.e., neurosis). Some psychologists[who?] prefer to call neuroticism by the term emotional instability to differentiate it from the term neurotic in a career test.

Sample items edit

  • I get stressed out easily.
  • I worry about things.
  • I am easily disturbed.
  • I get upset easily.
  • I change my mood a lot.
  • I have frequent mood swings.
  • I get irritated easily.
  • I often feel blue.
  • I am relaxed most of the time. (Reversed)
  • I seldom feel blue. (Reversed)[78]

Biological and developmental factors edit

The factors that influence a personality are called the determinants of personality. These factors determine the traits which a person develops in the course of development from a child.

Temperament and personality edit

There are debates between temperament researchers and personality researchers as to whether or not biologically based differences define a concept of temperament or a part of personality. The presence of such differences in pre-cultural individuals (such as animals or young infants) suggests that they belong to temperament since personality is a socio-cultural concept. For this reason developmental psychologists generally interpret individual differences in children as an expression of temperament rather than personality.[97] Some researchers argue that temperaments and personality traits are age-specific demonstrations of virtually the same internal qualities.[98][99] Some believe that early childhood temperaments may become adolescent and adult personality traits as individuals' basic genetic characteristics interact with their changing environments to various degrees.[97][98][100]

Researchers of adult temperament point out that, similarly to sex, age, and mental illness, temperament is based on biochemical systems whereas personality is a product of socialisation of an individual possessing these four types of features. Temperament interacts with socio-cultural factors, but, similar to sex and age, still cannot be controlled or easily changed by these factors.[101][102][103][104] Therefore, it is suggested that temperament (neurochemically based individual differences) should be kept as an independent concept for further studies and not be confused with personality (culturally-based individual differences, reflected in the origin of the word "persona" (Lat) as a "social mask").[105][106]

Moreover, temperament refers to dynamic features of behaviour (energetic, tempo, sensitivity, and emotionality-related), whereas personality is to be considered a psycho-social construct comprising the content characteristics of human behaviour (such as values, attitudes, habits, preferences, personal history, self-image).[102][103][104] Temperament researchers point out that the lack of attention to surviving temperament research by the creators of the Big Five model led to an overlap between its dimensions and dimensions described in multiple temperament models much earlier. For example, neuroticism reflects the traditional temperament dimension of emotionality studied by Jerome Kagan's group since the '60s. Extraversion was also first introduced as a temperament type by Jung from the '20s.[104][107]

Heritability edit

 
Personality research often uses twin studies to determine how much heritable and environmental factors contribute to the Big Five personality traits.

A 1996 behavioural genetics study of twins suggested that heritability and environmental factors both influence all five factors to the same degree.[108] Among four twin studies examined in 2003, the mean percentage for heritability was calculated for each personality and it was concluded that heritability influenced the five factors broadly. The self-report measures were as follows: openness to experience was estimated to have a 57% genetic influence, extraversion 54%, conscientiousness 49%, neuroticism 48%, and agreeableness 42%.[109]

Non-humans edit

 
The Big 5 personality traits can be seen in chimpanzees.

The Big Five personality traits have been assessed in some non-human species but methodology is debatable. In one series of studies, human ratings of chimpanzees using the Hominoid Personality Questionnaire, revealed factors of extraversion, conscientiousness and agreeableness– as well as an additional factor of dominance–across hundreds of chimpanzees in zoological parks, a large naturalistic sanctuary, and a research laboratory. Neuroticism and openness factors were found in an original zoo sample, but were not replicated in a new zoo sample or in other settings (perhaps reflecting the design of the CPQ).[110] A study review found that markers for the three dimensions extraversion, neuroticism, and agreeableness were found most consistently across different species, followed by openness; only chimpanzees showed markers for conscientious behavior.[111]

A study completed in 2020 concluded that dolphins have some similar personality traits to humans. Both are large brained intelligent animals but have evolved separately for millions of years.[112]

Development during childhood and adolescence edit

Research on the Big Five, and personality in general, has focused primarily on individual differences in adulthood, rather than in childhood and adolescence, and often include temperament traits.[97][98][100] Recently, there has been growing recognition of the need to study child and adolescent personality trait development in order to understand how traits develop and change throughout the lifespan.[113]

Recent studies have begun to explore the developmental origins and trajectories of the Big Five among children and adolescents, especially those that relate to temperament.[97][98][100] Many researchers have sought to distinguish between personality and temperament.[114] Temperament often refers to early behavioral and affective characteristics that are thought to be driven primarily by genes.[114] Models of temperament often include four trait dimensions: surgency/sociability, negative emotionality, persistence/effortful control, and activity level.[114] Some of these differences in temperament are evident at, if not before, birth.[97][98] For example, both parents and researchers recognize that some newborn infants are peaceful and easily soothed while others are comparatively fussy and hard to calm.[98] Unlike temperament, however, many researchers view the development of personality as gradually occurring throughout childhood.[114] Contrary to some researchers who question whether children have stable personality traits, Big Five or otherwise,[115] most researchers contend that there are significant psychological differences between children that are associated with relatively stable, distinct, and salient behavior patterns.[97][98][100]

The structure, manifestations, and development of the Big Five in childhood and adolescence have been studied using a variety of methods, including parent- and teacher-ratings,[116][117][118] preadolescent and adolescent self- and peer-ratings,[119][120][121] and observations of parent-child interactions.[100] Results from these studies support the relative stability of personality traits across the human lifespan, at least from preschool age through adulthood.[98][100][122][123] More specifically, research suggests that four of the Big Five – namely Extraversion, Neuroticism, Conscientiousness, and Agreeableness – reliably describe personality differences in childhood, adolescence, and adulthood.[98][100][122][123] However, some evidence suggests that Openness may not be a fundamental, stable part of childhood personality. Although some researchers have found that Openness in children and adolescents relates to attributes such as creativity, curiosity, imagination, and intellect,[124] many researchers have failed to find distinct individual differences in Openness in childhood and early adolescence.[98][100] Potentially, Openness may (a) manifest in unique, currently unknown ways in childhood or (b) may only manifest as children develop socially and cognitively.[98][100] Other studies have found evidence for all of the Big Five traits in childhood and adolescence as well as two other child-specific traits: Irritability and Activity.[125] Despite these specific differences, the majority of findings suggest that personality traits – particularly Extraversion, Neuroticism, Conscientiousness, and Agreeableness – are evident in childhood and adolescence and are associated with distinct social-emotional patterns of behavior that are largely consistent with adult manifestations of those same personality traits.[98][100][122][123] Some researchers have proposed the youth personality trait is best described by six trait dimensions: neuroticism, extraversion, openness to experience, agreeableness, conscientiousness, and activity.[126] Despite some preliminary evidence for this "Little Six" model,[114][126] research in this area has been delayed by a lack of available measures.

Previous research has found evidence that most adults become more agreeable, conscientious, and less neurotic as they age.[127] This has been referred to as the maturation effect.[99] Many researchers have sought to investigate how trends in adult personality development compare to trends in youth personality development.[126] Two main population-level indices have been important in this area of research: rank-order consistency and mean-level consistency. Rank-order consistency indicates the relative placement of individuals within a group.[128] Mean-level consistency indicates whether groups increase or decrease on certain traits throughout the lifetime.[127]

Findings from these studies indicate that, consistent with adult personality trends, youth personality becomes increasingly more stable in terms of rank-order throughout childhood.[126] Unlike adult personality research, which indicates that people become agreeable, conscientious, and emotionally stable with age,[127] some findings in youth personality research have indicated that mean levels of agreeableness, conscientiousness, and openness to experience decline from late childhood to late adolescence.[126] The disruption hypothesis, which proposes that biological, social, and psychological changes experienced during youth result in temporary dips in maturity, has been proposed to explain these findings.[114][126]

Extraversion/positive emotionality edit

In Big Five studies, extraversion has been associated with surgency.[97] Children with high Extraversion are energetic, talkative, social, and dominant with children and adults; whereas, children with low Extraversion tend to be quiet, calm, inhibited, and submissive to other children and adults.[98] Individual differences in Extraversion first manifest in infancy as varying levels of positive emotionality.[129] These differences in turn predict social and physical activity during later childhood and may represent, or be associated with, the behavioral activation system.[97][98] In children, Extraversion/Positive Emotionality includes four sub-traits: three traits that are similar to the previously described traits of temperament – activity, sociability, shyness,[130][91] and the trait of dominance.

  • Activity: Similarly to findings in temperament research, children with high activity tend to have high energy levels and more intense and frequent motor activity compared to their peers.[98][116][131] Salient differences in activity reliably manifest in infancy, persist through adolescence, and fade as motor activity decreases in adulthood[132] or potentially develops into talkativeness.[98][133]
  • Dominance: Children with high dominance tend to influence the behavior of others, particularly their peers, to obtain desirable rewards or outcomes.[98][134][135] Such children are generally skilled at organizing activities and games[136] and deceiving others by controlling their nonverbal behavior.[137]
  • Shyness: Children with high shyness are generally socially withdrawn, nervous, and inhibited around strangers.[98] In time, such children may become fearful even around "known others", especially if their peers reject them.[98][138] Similar pattern was described in temperament longitudinal studies of shyness[91]
  • Sociability: Children with high sociability generally prefer to be with others rather than alone.[98][139] During middle childhood, the distinction between low sociability and high shyness becomes more pronounced, particularly as children gain greater control over how and where they spend their time.[98][140][141]

Development throughout adulthood edit

Many studies of longitudinal data, which correlate people's test scores over time, and cross-sectional data, which compare personality levels across different age groups, show a high degree of stability in personality traits during adulthood, especially Neuroticism that is often regarded as a temperament trait [142] similarly to longitudinal research in temperament for the same traits.[91] It is shown that the personality stabilizes for working-age individuals within about four years after starting working. There is also little evidence that adverse life events can have any significant impact on the personality of individuals.[143] More recent research and meta-analyses of previous studies, however, indicate that change occurs in all five traits at various points in the lifespan. The new research shows evidence for a maturation effect. On average, levels of agreeableness and conscientiousness typically increase with time, whereas extraversion, neuroticism, and openness tend to decrease.[144] Research has also demonstrated that changes in Big Five personality traits depend on the individual's current stage of development. For example, levels of agreeableness and conscientiousness demonstrate a negative trend during childhood and early adolescence before trending upwards during late adolescence and into adulthood.[113] In addition to these group effects, there are individual differences: different people demonstrate unique patterns of change at all stages of life.[145]

In addition, some research (Fleeson, 2001) suggests that the Big Five should not be conceived of as dichotomies (such as extraversion vs. introversion) but as continua. Each individual has the capacity to move along each dimension as circumstances (social or temporal) change. He is or she is therefore not simply on one end of each trait dichotomy but is a blend of both, exhibiting some characteristics more often than others:[146]

Research regarding personality with growing age has suggested that as individuals enter their elder years (79–86), those with lower IQ see a raise in extraversion, but a decline in conscientiousness and physical well-being.[147]

Group differences edit

Gender differences edit

Some cross-cultural research has shown some patterns of gender differences on responses to the NEO-PI-R and the Big Five Inventory.[148][149] For example, women consistently report higher Neuroticism, Agreeableness, warmth (an extraversion facet) and openness to feelings, and men often report higher assertiveness (a facet of extraversion) and openness to ideas as assessed by the NEO-PI-R.[150]

A study of gender differences in 55 nations using the Big Five Inventory found that women tended to be somewhat higher than men in neuroticism, extraversion, agreeableness, and conscientiousness. The difference in neuroticism was the most prominent and consistent, with significant differences found in 49 of the 55 nations surveyed.[151]

Gender differences in personality traits are largest in prosperous, healthy, and more gender-egalitarian nations. The explanation for this, as stated by the researchers of a 2001 paper, is that actions by women in individualistic, egalitarian countries are more likely to be attributed to their personality, rather than being attributed to ascribed gender roles within collectivist, traditional countries.[150]

Measured differences in the magnitude of sex differences between more or less developed world regions were caused by the changes in the measured personalities of men, not women, in these respective regions. That is, men in highly developed world regions were less neurotic, less extraverted, less conscientious and less agreeable compared to men in less developed world regions. Women, on the other hand tended not to differ in personality traits across regions.[151]

Birth-order differences edit

Frank Sulloway argues that firstborns are more conscientious, more socially dominant, less agreeable, and less open to new ideas compared to siblings that were born later. Large-scale studies using random samples and self-report personality tests, however, have found milder effects than Sulloway claimed, or no significant effects of birth order on personality.[152][153] A study using the Project Talent data, which is a large-scale representative survey of American high school students, with 272,003 eligible participants, found statistically significant but very small effects (the average absolute correlation between birth order and personality was .02) of birth order on personality, such that firstborns were slightly more conscientious, dominant, and agreeable, while also being less neurotic and less sociable.[154] Parental socioeconomic status and participant gender had much larger correlations with personality.

In 2002, the Journal of Psychology posted a Big Five Personality Trait Difference; where researchers explored the relationship between the five-factor model and the Universal-Diverse Orientation (UDO) in counselor trainees. (Thompson, R., Brossart, D., and Mivielle, A., 2002). UDO is known as one social attitude that produces a strong awareness and/or acceptance towards the similarities and differences among individuals. (Miville, M., Romas, J., Johnson, J., and Lon, R. 2002) The study found that the counselor trainees that are more open to the idea of creative expression (a facet of Openness to Experience, Openness to Aesthetics) among individuals are more likely to work with a diverse group of clients, and feel comfortable in their role.[155]

Cultural differences edit

Individual differences in personality traits are widely understood to be conditioned by cultural context.[83]: 189 

Research into the Big Five has been pursued in a variety of languages and cultures, such as German,[156] Chinese,[157] and South Asian.[158][159] For example, Thompson has claimed to find the Big Five structure across several cultures using an international English language scale.[160] Cheung, van de Vijver, and Leong (2011) suggest, however, that the Openness factor is particularly unsupported in Asian countries and that a different fifth factor is identified.[161]

Sopagna Eap et al. (2008) found that European-American men scored higher than Asian-American men on extroversion, conscientiousness, and openness, while Asian-American men scored higher than European-American men on neuroticism.[162] Benet-Martínez and Karakitapoglu-Aygün (2003) arrived at similar results.[163]

Recent work has found relationships between Geert Hofstede's cultural factors, Individualism, Power Distance, Masculinity, and Uncertainty Avoidance, with the average Big Five scores in a country.[164] For instance, the degree to which a country values individualism correlates with its average extraversion, whereas people living in cultures which are accepting of large inequalities in their power structures tend to score somewhat higher on conscientiousness.[165][166]

A 2017 study has found that countries' average personality trait levels are correlated with their political systems. Countries with higher average trait Openness tended to have more democratic institutions, an association that held even after factoring out other relevant influences such as economic development.[167]

Attempts to replicate the Big Five have succeeded in some countries but not in others. Some research suggests, for instance, that Hungarians do not have a single agreeableness factor.[168] Other researchers have found evidence for agreeableness but not for other factors.[169]

Health edit

Personality and dementia edit

Some diseases cause changes in personality. For example, although gradual memory impairment is the hallmark feature of Alzheimer's disease, a systematic review of personality changes in Alzheimer's disease by Robins Wahlin and Byrne, published in 2011, found systematic and consistent trait changes mapped to the Big Five. The largest change observed was a decrease in conscientiousness. The next most significant changes were an increase in Neuroticism and decrease in Extraversion, but Openness and Agreeableness were also decreased. These changes in personality could assist with early diagnosis.[170]

A study published in 2023 found that the Big Five personality traits may also influence the quality of life experienced by people with Alzheimer's disease and other dementias, post diagnosis. In this study people with dementia with lower levels of Neuroticism self-reported higher quality of life than those with higher levels of Neuroticism while those with higher levels of the other four traits self-reported higher quality of life than those with lower levels of these traits. This suggests that as well as assisting with early diagnosis, the Big Five personality traits could help identify people with dementia potentially more vulnerable to adverse outcomes and inform personalized care planning and interventions.[171]

Personality disorders edit

As of 2002, there were over fifty published studies relating the FFM to personality disorders.[172] Since that time, quite a number of additional studies have expanded on this research base and provided further empirical support for understanding the DSM personality disorders in terms of the FFM domains.[173]

In her review of the personality disorder literature published in 2007, Lee Anna Clark asserted that "the five-factor model of personality is widely accepted as representing the higher-order structure of both normal and abnormal personality traits".[174] However, other researchers disagree that this model is widely accepted (see the section Critique below) and suggest that it simply replicates early temperament research.[104][175] Noticeably, FFM publications never compare their findings to temperament models even though temperament and mental disorders (especially personality disorders) are thought to be based on the same neurotransmitter imbalances, just to varying degrees.[104][176][177][178]

The five-factor model was claimed to significantly predict all ten personality disorder symptoms and outperform the Minnesota Multiphasic Personality Inventory (MMPI) in the prediction of borderline, avoidant, and dependent personality disorder symptoms.[179] However, most predictions related to an increase in Neuroticism and a decrease in Agreeableness, and therefore did not differentiate between the disorders very well.[180]

Common mental disorders edit

 
Average deviation of five factor personality profile of heroin users from the population mean.[181] N stands for Neuroticism, E for Extraversion, O for Openness to experience, A for Agreeableness and C for Conscientiousness.

Converging evidence from several nationally representative studies has established three classes of mental disorders which are especially common in the general population: Depressive disorders (e.g., major depressive disorder (MDD), dysthymic disorder),[182] anxiety disorders (e.g., generalized anxiety disorder (GAD), post-traumatic stress disorder (PTSD), panic disorder, agoraphobia, specific phobia, and social phobia),[182] and substance use disorders (SUDs).[183][184] The Five Factor personality profiles of users of different drugs may be different.[185] For example, the typical profile for heroin users is  , whereas for ecstasy users the high level of N is not expected but E is higher:  .[185]

These common mental disorders (CMDs) have been empirically linked to the Big Five personality traits, neuroticism in particular. Numerous studies have found that having high scores of neuroticism significantly increases one's risk for developing a common mental disorder.[186][187] A large-scale meta-analysis (n > 75,000) examining the relationship between all of the Big Five personality traits and common mental disorders found that low conscientiousness yielded consistently strong effects for each common mental disorder examined (i.e., MDD, dysthymic disorder, GAD, PTSD, panic disorder, agoraphobia, social phobia, specific phobia, and SUD).[188] This finding parallels research on physical health, which has established that conscientiousness is the strongest personality predictor of reduced mortality, and is highly negatively correlated with making poor health choices.[189][190] In regards to the other personality domains, the meta-analysis found that all common mental disorders examined were defined by high neuroticism, most exhibited low extraversion, only SUD was linked to agreeableness (negatively), and no disorders were associated with Openness.[188] A meta-analysis of 59 longitudinal studies showed that high neuroticism predicted the development of anxiety, depression, substance abuse, psychosis, schizophrenia, and non-specific mental distress, also after adjustment for baseline symptoms and psychiatric history.[191]

The personality-psychopathology models edit

Five major models have been posed to explain the nature of the relationship between personality and mental illness. There is currently no single "best model", as each of them has received at least some empirical support. It is also important to note that these models are not mutually exclusive – more than one may be operating for a particular individual and various mental disorders may be explained by different models.[191][192]

  • The Vulnerability/Risk Model: According to this model, personality contributes to the onset or etiology of various common mental disorders. In other words, pre-existing personality traits either cause the development of CMDs directly or enhance the impact of causal risk factors.[188][193][194][195] There is strong support for neuroticism being a robust vulnerability factor.[191]
  • The Pathoplasty Model: This model proposes that premorbid personality traits impact the expression, course, severity, and/or treatment response of a mental disorder.[188][194][5] An example of this relationship would be a heightened likelihood of committing suicide in a depressed individual who also has low levels of constraint.[194]
  • The Common Cause Model: According to the common cause model, personality traits are predictive of CMDs because personality and psychopathology have shared genetic and environmental determinants which result in non-causal associations between the two constructs.[188][193]
  • The Spectrum Model: This model proposes that associations between personality and psychopathology are found because these two constructs both occupy a single domain or spectrum and psychopathology is simply a display of the extremes of normal personality function.[188][193][194][195] Support for this model is provided by an issue of criterion overlap. For instance, two of the primary facet scales of neuroticism in the NEO-PI-R are "depression" and "anxiety". Thus the fact that diagnostic criteria for depression, anxiety, and neuroticism assess the same content increases the correlations between these domains.[195]
  • The Scar Model: According to the scar model, episodes of a mental disorder 'scar' an individual's personality, changing it in significant ways from premorbid functioning.[188][193][194][195] An example of a scar effect would be a decrease in openness to experience following an episode of PTSD.[194]

Physical health edit

To examine how the Big Five personality traits are related to subjective health outcomes (positive and negative mood, physical symptoms, and general health concern) and objective health conditions (chronic illness, serious illness, and physical injuries), Jasna Hudek-Knezevic and Igor Kardum conducted a study from a sample of 822 healthy volunteers (438 women and 384 men).[196] Out of the Big Five personality traits, they found neuroticism most related to worse subjective health outcomes and optimistic control to better subjective health outcomes. When relating to objective health conditions, connections drawn were presented weak, except that neuroticism significantly predicted chronic illness, whereas optimistic control was more closely related to physical injuries caused by accident.[196]

Being highly conscientious may add as much as five years to one's life.[vague][190] The Big Five personality traits also predict positive health outcomes.[197][198] In an elderly Japanese sample, conscientiousness, extraversion, and openness were related to lower risk of mortality.[199]

Higher conscientiousness is associated with lower obesity risk. In already obese individuals, higher conscientiousness is associated with a higher likelihood of becoming non-obese over a five-year period.[200]

Effect of personality traits through life edit

Education edit

Academic achievement edit

Personality plays an important role in academic achievement. A study of 308 undergraduates who completed the Five Factor Inventory Processes and reported their GPA suggested that conscientiousness and agreeableness have a positive relationship with all types of learning styles (synthesis-analysis, methodical study, fact retention, and elaborative processing), whereas neuroticism shows an inverse relationship. Moreover, extraversion and openness were proportional to elaborative processing. The Big Five personality traits accounted for 14% of the variance in GPA, suggesting that personality traits make some contributions to academic performance. Furthermore, reflective learning styles (synthesis-analysis and elaborative processing) were able to mediate the relationship between openness and GPA. These results indicate that intellectual curiosity significantly enhances academic performance if students combine their scholarly interest with thoughtful information processing.[201]

A recent study of Israeli high-school students found that those in the gifted program systematically scored higher on openness and lower on neuroticism than those not in the gifted program. While not a measure of the Big Five, gifted students also reported less state anxiety than students not in the gifted program.[202] Specific Big Five personality traits predict learning styles in addition to academic success.

Studies conducted on college students have concluded that hope, which is linked to agreeableness,[203] conscientiousness, neuroticism, and openness,[203] has a positive effect on psychological well-being. Individuals high in neurotic tendencies are less likely to display hopeful tendencies and are negatively associated with well-being.[204] Personality can sometimes be flexible and measuring the big five personality for individuals as they enter certain stages of life may predict their educational identity. Recent studies have suggested the likelihood of an individual's personality affecting their educational identity.[205]

Learning styles edit

Learning styles have been described as "enduring ways of thinking and processing information".[201]

In 2008, the Association for Psychological Science (APS) commissioned a report that concludes that no significant evidence exists that learning-style assessments should be included in the education system.[206] Thus it is premature, at best, to conclude that the evidence links the Big Five to "learning styles", or "learning styles" to learning itself.

However, the APS report also suggested that all existing learning styles have not been exhausted and that there could exist learning styles worthy of being included in educational practices. There are studies that conclude that personality and thinking styles may be intertwined in ways that link thinking styles to the Big Five personality traits.[207] There is no general consensus on the number or specifications of particular learning styles, but there have been many different proposals.

As one example, Schmeck, Ribich, and Ramanaiah (1997) defined four types of learning styles:[208]

  • synthesis analysis
  • methodical study
  • fact retention
  • elaborative processing

When all four facets are implicated within the classroom, they will each likely improve academic achievement.[201] This model asserts that students develop either agentic/shallow processing or reflective/deep processing. Deep processors are more often found to be more conscientious, intellectually open, and extraverted than shallow processors. Deep processing is associated with appropriate study methods (methodical study) and a stronger ability to analyze information (synthesis analysis), whereas shallow processors prefer structured fact retention learning styles and are better suited for elaborative processing.[201] The main functions of these four specific learning styles are as follows:

Name Function
Synthesis analysis: processing information, forming categories, and organizing them into hierarchies. This is the only one of the learning styles that has explained a significant impact on academic performance.[201]
Methodical study: methodical behavior while completing academic assignments
Fact retention: focusing on the actual result instead of understanding the logic behind something
Elaborative processing: connecting and applying new ideas to existing knowledge

Openness has been linked to learning styles that often lead to academic success and higher grades like synthesis analysis and methodical study. Because conscientiousness and openness have been shown to predict all four learning styles, it suggests that individuals who possess characteristics like discipline, determination, and curiosity are more likely to engage in all of the above learning styles.[201]

According to the research carried out by Komarraju, Karau, Schmeck & Avdic (2011), conscientiousness and agreeableness are positively related with all four learning styles, whereas neuroticism was negatively related with those four. Furthermore, extraversion and openness were only positively related to elaborative processing, and openness itself correlated with higher academic achievement.[201]

In addition, a previous study by psychologist Mikael Jensen has shown relationships between the Big Five personality traits, learning, and academic achievement. According to Jensen, all personality traits, except neuroticism, are associated with learning goals and motivation. Openness and conscientiousness influence individuals to learn to a high degree unrecognized, while extraversion and agreeableness have similar effects.[209] Conscientiousness and neuroticism also influence individuals to perform well in front of others for a sense of credit and reward, while agreeableness forces individuals to avoid this strategy of learning.[209] Jensen's study concludes that individuals who score high on the agreeableness trait will likely learn just to perform well in front of others.[209]

Besides openness, all Big Five personality traits helped predict the educational identity of students. Based on these findings, scientists are beginning to see that the Big Five traits might have a large influence of on academic motivation that leads to predicting a student's academic performance.[205]

Some authors suggested that Big Five personality traits combined with learning styles can help predict some variations in the academic performance and the academic motivation of an individual which can then influence their academic achievements.[210] This may be seen because individual differences in personality represent stable approaches to information processing. For instance, conscientiousness has consistently emerged as a stable predictor of success in exam performance, largely because conscientious students experience fewer study delays.[205] Conscientiousness shows a positive association with the four learning styles because students with high levels of conscientiousness develop focused learning strategies and appear to be more disciplined and achievement-oriented.

Personality and learning styles are both likely to play significant roles in influencing academic achievement. College students (308 undergraduates) completed the Five Factor Inventory and the Inventory of Learning Processes and reported their grade point average. Two of the Big Five traits, conscientiousness and agreeableness, were positively related with all four learning styles (synthesis analysis, methodical study, fact retention, and elaborative processing), whereas neuroticism was negatively related with all four learning styles. In addition, extraversion and openness were positively related with elaborative processing. The Big Five together explained 14% of the variance in grade point average (GPA), and learning styles explained an additional 3%, suggesting that both personality traits and learning styles contribute to academic performance. Further, the relationship between openness and GPA was mediated by reflective learning styles (synthesis-analysis and elaborative processing). These latter results suggest that being intellectually curious fully enhances academic performance when students combine this scholarly interest with thoughtful information processing. Implications of these results are discussed in the context of teaching techniques and curriculum design.

— M Komarraju[201]

Distance Learning edit

When the relationship between the five-factor personality traits and academic achievement in distance education settings was examined in brief, the openness personality trait was found to be the most important variable that has a positive relationship with academic achievement in distance education environments. In addition, it was found that self-discipline, extraversion, and adaptability personality traits are generally in a positive relationship with academic achievement. The most important personality trait that has a negative relationship with academic achievement has emerged as neuroticism. The results generally show that individuals who are organized, planned, determined, who are oriented to new ideas and independent thinking have increased success in distance education environments. On the other hand, it can be said that individuals with anxiety and stress tendencies generally have lower academic success.[211][212][213]

Employment edit

Occupation and personality fit edit

 
The Vocations Map - many people in the same role share similar personality traits.

Researchers have long suggested that work is more likely to be fulfilling to the individual and beneficial to society when there is alignment between the person and their occupation.[214] For instance, software programmers and scientists were generally more open to experiencing a variety of new activities, were intellectually curious, tended to think in symbols and abstractions, and found repetition boring.[215]

Work success edit

 
Controversy exists as to whether or not the Big 5 personality traits are correlated with success in the workplace.

It is believed that the Big Five traits are predictors of future performance outcomes to varying degrees. Specific facets of the Big Five traits are also thought to be indicators of success in the workplace, and each individual facet can give a more precise indication as to the nature of a person. Different traits' facets are needed for different occupations. Various facets of the Big Five traits can predict the success of people in different environments. The estimated levels of an individual's success in jobs that require public speaking versus one-on-one interactions will differ according to whether that person has particular traits' facets.[33]

Job outcome measures include job and training proficiency and personnel data.[216] However, research demonstrating such prediction has been criticized, in part because of the apparently low correlation coefficients characterizing the relationship between personality and job performance. In a 2007 article states: "The problem with personality tests is ... that the validity of personality measures as predictors of job performance is often disappointingly low. The argument for using personality tests to predict performance does not strike me as convincing in the first place."[217]

Such criticisms were put forward by Walter Mischel,[218] whose publication caused a two-decades' long crisis in personality psychometrics. However, later work demonstrated that the correlations obtained by psychometric personality researchers were actually very respectable by comparative standards,[219] and that the economic value of even incremental increases in prediction accuracy was exceptionally large, given the vast difference in performance by those who occupy complex job positions.[220]

Research has suggested that individuals who are considered leaders typically exhibit lower amounts of neurotic traits, maintain higher levels of openness, balanced levels of conscientiousness, and balanced levels of extraversion.[221][222][223] Further studies have linked professional burnout to neuroticism, and extraversion to enduring positive work experience.[224] Studies have linked national innovation, leadership, and ideation to openness to experience and conscientiousness.[225] Occupational self-efficacy has also been shown to be positively correlated with conscientiousness and negatively correlated with neuroticism.[222] Some research has also suggested that the conscientiousness of a supervisor is positively associated with an employee's perception of abusive supervision.[226] Others have suggested that low agreeableness and high neuroticism are traits more related to abusive supervision.[227]

Openness is positively related to proactivity at the individual and the organizational levels and is negatively related to team and organizational proficiency. These effects were found to be completely independent of one another. This is also counter-conscientious and has a negative correlation to Conscientiousness.[228]

Agreeableness is negatively related to individual task proactivity. Typically this is associated with lower career success and being less able to cope with conflict. However there are benefits to the Agreeableness personality trait including higher subjective well-being; more positive interpersonal interactions and helping behavior; lower conflict; lower deviance and turnover.[228] Furthermore, attributes related to Agreeableness are important for workforce readiness for a variety of occupations and performance criteria.[229] ‰esearch has suggested that those who are high in agreeableness are not as successful in accumulating income.[230]

Extraversion results in greater leadership emergence and effectiveness; as well as higher job and life satisfaction. However extraversion can lead to more impulsive behaviors, more accidents and lower performance in certain jobs.[228]

Conscientiousness is highly predictive of job performance in general,[88] and is positively related to all forms of work role performance, including job performance and job satisfaction, greater leadership effectiveness, lower turnover and deviant behaviors. However this personality trait is associated with reduced adaptability, lower learning in initial stages of skill acquisition and more interpersonally abrasiveness, when also low in agreeableness.[228]

Neuroticism is negatively related to all forms of work role performance. This increases the chance of engaging in risky behaviors.[231][228]

Two theories have been integrated in an attempt to account for these differences in work role performance. Trait activation theory posits that within a person trait levels predict future behavior, that trait levels differ between people, and that work-related cues activate traits which leads to work relevant behaviors. Role theory suggests that role senders provide cues to elicit desired behaviors. In this context, role senders provide workers with cues for expected behaviors, which in turn activates personality traits and work relevant behaviors. In essence, expectations of the role sender lead to different behavioral outcomes depending on the trait levels of individual workers, and because people differ in trait levels, responses to these cues will not be universal.[231]

Romantic relationships edit

The Big Five model of personality was used for attempts to predict satisfaction in romantic relationships, relationship quality in dating, engaged, and married couples.[232]

Political identification edit

The Big Five Personality Model also has applications in the study of political psychology. Studies have been finding links between the big five personality traits and political identification. It has been found by several studies that individuals who score high in Conscientiousness are more likely to possess a right-wing political identification.[233][234][235] On the opposite end of the spectrum, a strong correlation was identified between high scores in Openness to Experience and a left-leaning ideology.[233][236][237] While the traits of agreeableness, extraversion, and neuroticism have not been consistently linked to either conservative or liberal ideology, with studies producing mixed results, such traits are promising when analyzing the strength of an individual's party identification.[236][237] However, correlations between the Big Five and political beliefs, while present, tend to be small, with one study finding correlations ranged from 0.14 to 0.24.[238]

Scope of predictive power edit

The predictive effects of the Big Five personality traits relate mostly to social functioning and rules-driven behavior and are not very specific for prediction of particular aspects of behavior. For example, it was noted by all temperament researchers that high neuroticism precedes the development of all common mental disorders[191] and is not associated with personality.[105] Further evidence is required to fully uncover the nature and differences between personality traits, temperament and life outcomes. Social and contextual parameters also play a role in outcomes and the interaction between the two is not yet fully understood.[239]

Religiosity edit

Though the effect sizes are small: Of the Big Five personality traits high Agreeableness, Conscientiousness and Extraversion relate to general religiosity, while Openness relate negatively to religious fundamentalism and positively to spirituality. High Neuroticism may be related to extrinsic religiosity, whereas intrinsic religiosity and spirituality reflect Emotional Stability.[240]

Measurements edit

Several measures of the Big Five exist:

The most frequently used measures of the Big Five comprise either items that are self-descriptive sentences[169] or, in the case of lexical measures, items that are single adjectives.[243] Due to the length of sentence-based and some lexical measures, short forms have been developed and validated for use in applied research settings where questionnaire space and respondent time are limited, such as the 40-item balanced International English Big-Five Mini-Markers[160] or a very brief (10 item) measure of the Big Five domains.[246] Research has suggested that some methodologies in administering personality tests are inadequate in length and provide insufficient detail to truly evaluate personality. Usually, longer, more detailed questions will give a more accurate portrayal of personality.[247] The five factor structure has been replicated in peer reports.[248] However, many of the substantive findings rely on self-reports.

Much of the evidence on the measures of the Big 5 relies on self-report questionnaires, which makes self-report bias and falsification of responses difficult to deal with and account for.[244] It has been argued that the Big Five tests do not create an accurate personality profile because the responses given on these tests are not true in all cases and can be falsified.[249] For example, questionnaires are answered by potential employees who might choose answers that paint them in the best light.[250]

Research suggests that a relative-scored Big Five measure in which respondents had to make repeated choices between equally desirable personality descriptors may be a potential alternative to traditional Big Five measures in accurately assessing personality traits, especially when lying or biased responding is present.[245] When compared with a traditional Big Five measure for its ability to predict GPA and creative achievement under both normal and "fake good"-bias response conditions, the relative-scored measure significantly and consistently predicted these outcomes under both conditions; however, the Likert questionnaire lost its predictive ability in the faking condition. Thus, the relative-scored measure proved to be less affected by biased responding than the Likert measure of the Big Five.

Andrew H. Schwartz analyzed 700 million words, phrases, and topic instances collected from the Facebook messages of 75,000 volunteers, who also took standard personality tests, and found striking variations in language with personality, gender, and age.[251]

Critique edit

The proposed Big Five model has been subjected to considerable critical scrutiny in a number of published studies.[252][253][254][255][256][257][65][258][105] One prominent critic of the model has been Jack Block at the University of California, Berkeley. In response to Block, the model was defended in a paper published by Costa and McCrae.[259] This was followed by a number of published critical replies from Block.[260][261][262]

It has been argued that there are limitations to the scope of the Big Five model as an explanatory or predictive theory.[65][258] It has also been argued that measures of the Big Five account for only 56% of the normal personality trait sphere alone (not even considering the abnormal personality trait sphere).[65] Also, the static Big Five[263] is not theory driven, it is merely a statistically driven investigation of certain descriptors that tend to cluster together often based on less-than-optimal factor analytic procedures.[65]: 431–33 [105] Measures of the Big Five constructs appear to show some consistency in interviews, self-descriptions and observations, and this static five-factor structure seems to be found across a wide range of participants of different ages and cultures.[264] However, while genotypic temperament trait dimensions might appear across different cultures, the phenotypic expression of personality traits differs profoundly across different cultures as a function of the different socio-cultural conditioning and experiential learning that takes place within different cultural settings.[265]

Moreover, the fact that the Big Five model was based on lexical hypothesis (i.e. on the verbal descriptors of individual differences) indicated strong methodological flaws in this model, especially related to its main factors, Extraversion and Neuroticism. First, there is a natural pro-social bias of language in people's verbal evaluations. After all, language is an invention of group dynamics that was developed to facilitate socialization and the exchange of information and to synchronize group activity. This social function of language therefore creates a sociability bias in verbal descriptors of human behavior: there are more words related to social than physical or even mental aspects of behavior. The sheer number of such descriptors will cause them to group into the largest factor in any language, and such grouping has nothing to do with the way that core systems of individual differences are set up. Second, there is also a negativity bias in emotionality (i.e. most emotions have negative affectivity), and there are more words in language to describe negative rather than positive emotions. Such asymmetry in emotional valence creates another bias in language. Experiments using the lexical hypothesis approach indeed demonstrated that the use of lexical material skews the resulting dimensionality according to a sociability bias of language and a negativity bias of emotionality, grouping all evaluations around these two dimensions.[256] This means that the two largest dimensions in the Big Five model might be just an artifact of the lexical approach that this model employed.

Limited scope edit

One common criticism is that the Big Five does not explain all of human personality. Some psychologists have dissented from the model precisely because they feel it neglects other domains of personality, such as religiosity, manipulativeness/machiavellianism, honesty, sexiness/seductiveness, thriftiness, conservativeness, masculinity/femininity, snobbishness/egotism, sense of humour, and risk-taking/thrill-seeking.[257][266] Dan P. McAdams has called the Big Five a "psychology of the stranger", because they refer to traits that are relatively easy to observe in a stranger; other aspects of personality that are more privately held or more context-dependent are excluded from the Big Five.[267]

There may be debate as to what counts as personality and what does not and the nature of the questions in the survey greatly influence outcome. Multiple particularly broad question databases have failed to produce the Big Five as the top five traits.[268]

In many studies, the five factors are not fully orthogonal to one another; that is, the five factors are not independent.[269][270] Orthogonality is viewed as desirable by some researchers because it minimizes redundancy between the dimensions. This is particularly important when the goal of a study is to provide a comprehensive description of personality with as few variables as possible.

Methodological issues edit

Factor analysis, the statistical method used to identify the dimensional structure of observed variables, lacks a universally recognized basis for choosing among solutions with different numbers of factors.[271] A five factor solution depends on some degree of interpretation by the analyst. A larger number of factors may underlie these five factors. This has led to disputes about the "true" number of factors. Big Five proponents have responded that although other solutions may be viable in a single data set, only the five-factor structure consistently replicates across different studies.[272]

Surveys in studies are often online surveys of college students. Results do not always replicate when run on other populations or in other languages.[273]

Moreover, the factor analysis that this model is based on is a linear method incapable of capturing nonlinear, feedback and contingent relationships between core systems of individual differences.[256]

Theoretical status edit

A frequent criticism is that the Big Five is not based on any underlying theory; it is merely an empirical finding that certain descriptors cluster together under factor analysis.[271] Although this does not mean that these five factors do not exist, the underlying causes behind them are unknown.

Jack Block's final published work before his death in January 2010 drew together his lifetime perspective on the five-factor model.[274]

He summarized his critique of the model in terms of:

  • the atheoretical nature of the five-factors.
  • their "cloudy" measurement.
  • the model's inappropriateness for studying early childhood.
  • the use of factor analysis as the exclusive paradigm for conceptualizing personality.
  • the continuing non-consensual understandings of the five-factors.
  • the existence of unrecognized but successful efforts to specify aspects of character not subsumed by the five-factors.

He went on to suggest that repeatedly observed higher order factors hierarchically above the proclaimed Big Five personality traits may promise deeper biological understanding of the origins and implications of these superfactors.

Evidence for six factors rather than five edit

It has been noted that even though early lexical studies in the English language indicated five large groups of personality traits, more recent, and more comprehensive, cross-language studies have provided evidence for six large groups rather than five,[275] with the sixth factor being Honesty-Humility. These six groups form the basis of the HEXACO model of personality structure. Based on these findings it has been suggested that the Big Five system should be replaced by HEXACO, or revised to better align with lexical evidence.[276]

See also edit

References edit

  1. ^ Roccas, Sonia; Sagiv, Lilach; Schwartz, Shalom H.; Knafo, Ariel (2002). "The Big Five Personality Factors and Personal Values". Personality and Social Psychology Bulletin. 28 (6): 789–801. doi:10.1177/0146167202289008. S2CID 144611052.
  2. ^ Goldberg LR (January 1993). "The structure of phenotypic personality traits". American Psychologist. 48 (1): 26–34. doi:10.1037/0003-066x.48.1.26. PMID 8427480. S2CID 20595956.
  3. ^ Costa PT, McCrae RR (1992). Revised NEO Personality Inventory (NEO-PI-R) and NEO Five-Factor Inventory (NEO-FFI) manual. Odessa, Florida: Psychological Assessment Resources.
  4. ^ Matthews G, Deary IJ, Whiteman MC (2003). (PDF) (2nd ed.). Cambridge University Press. ISBN 978-0-521-83107-9. Archived from the original (PDF) on 2014-12-05.
  5. ^ a b De Bolle M, Beyers W, De Clercq B, De Fruyt F (November 2012). "General personality and psychopathology in referred and nonreferred children and adolescents: an investigation of continuity, pathoplasty, and complication models". Journal of Abnormal Psychology. 121 (4): 958–70. doi:10.1037/a0027742. PMID 22448741. S2CID 33228527.
  6. ^ Poropat AE (March 2009). "A meta-analysis of the five-factor model of personality and academic performance". Psychological Bulletin. 135 (2): 322–38. doi:10.1037/a0014996. hdl:10072/30324. PMID 19254083.
  7. ^ Digman JM (1990). "Personality structure: Emergence of the five-factor model". Annual Review of Psychology. 41: 417–40. doi:10.1146/annurev.ps.41.020190.002221.
  8. ^ a b Shrout PE, Fiske ST (1995). Personality research, methods, and theory. Psychology Press.
  9. ^ Allport GW, Odbert HS (1936). "Trait names: A psycholexical study". Psychological Monographs. 47: 211. doi:10.1037/h0093360.
  10. ^ a b Bagby RM, Marshall MB, Georgiades S (February 2005). "Dimensional personality traits and the prediction of DSM-IV personality disorder symptom counts in a nonclinical sample". Journal of Personality Disorders. 19 (1): 53–67. doi:10.1521/pedi.19.1.53.62180. PMID 15899720.
  11. ^ a b Tupes EC, Christal RE (1961). "Recurrent personality factors based on trait ratings". USAF ASD Tech. Rep. 60 (61–97): 225–51. doi:10.1111/j.1467-6494.1992.tb00973.x. PMID 1635043.
  12. ^ a b Norman WT (June 1963). "Toward an adequate taxonomy of personality attributes: replicated factors structure in peer nomination personality ratings". Journal of Abnormal and Social Psychology. 66 (6): 574–83. doi:10.1037/h0040291. PMID 13938947.
  13. ^ Goldberg LR (January 1993). "The structure of phenotypic personality traits". The American Psychologist. 48 (1): 26–34. doi:10.1037/0003-066X.48.1.26. PMID 8427480. S2CID 20595956.
  14. ^ O'Connor BP (June 2002). "A quantitative review of the comprehensiveness of the five-factor model in relation to popular personality inventories". Assessment. 9 (2): 188–203. doi:10.1177/1073191102092010. PMID 12066834. S2CID 145580837.
  15. ^ Goldberg LR (1982). "From Ace to Zombie: Some explorations in the language of personality". In Spielberger CD, Butcher JN (eds.). Advances in personality assessment. Vol. 1. Hillsdale, NJ: Erlbaum. pp. 201–34.
  16. ^ Norman WT, Goldberg LR (1966). "Raters, ratees, and randomness in personality structure". Journal of Personality and Social Psychology. 4 (6): 681–91. doi:10.1037/h0024002.
  17. ^ Peabody D, Goldberg LR (September 1989). "Some determinants of factor structures from personality-trait descriptors". Journal of Personality and Social Psychology. 57 (3): 552–67. doi:10.1037/0022-3514.57.3.552. PMID 2778639.
  18. ^ Saucier G, Goldberg LR (1996). "The language of personality: Lexical perspectives on the five-factor model". In Wiggins JS (ed.). The five-factor model of personality: Theoretical perspectives. New York: Guilford.[page needed]
  19. ^ Digman JM (June 1989). "Five robust trait dimensions: development, stability, and utility". Journal of Personality. 57 (2): 195–214. doi:10.1111/j.1467-6494.1989.tb00480.x. PMID 2671337.
  20. ^ Karson S, O'Dell JW (1976). A guide to the clinical use of the 16PF (Report). Champaign, IL: Institute for Personality & Ability Testing.
  21. ^ Krug SE, Johns EF (1986). "A large scale cross-validation of second-order personality structure defined by the 16PF". Psychological Reports. 59 (2): 683–93. doi:10.2466/pr0.1986.59.2.683. S2CID 145610003.
  22. ^ Cattell HE, Mead AD (2007). "The 16 Personality Factor Questionnaire (16PF)". In Boyle GJ, Matthews G, Saklofske DH (eds.). Handbook of personality theory and testing, Volume 2: Personality measurement and assessment. London: Sage.[page needed]
  23. ^ Costa PT, McCrae RR (September 1976). "Age differences in personality structure: a cluster analytic approach". Journal of Gerontology. 31 (5): 564–70. doi:10.1093/geronj/31.5.564. PMID 950450.
  24. ^ Costa PT, McCrae RR (1985). The NEO Personality Inventory manual. Odessa, FL: Psychological Assessment Resources.
  25. ^ McCrae RR, Costa PT (January 1987). "Validation of the five-factor model of personality across instruments and observers". Journal of Personality and Social Psychology. 52 (1): 81–90. doi:10.1037/0022-3514.52.1.81. PMID 3820081. S2CID 7893185.
  26. ^ McCrae RR, John OP (June 1992). "An introduction to the five-factor model and its applications". Journal of Personality. 60 (2): 175–215. CiteSeerX 10.1.1.470.4858. doi:10.1111/j.1467-6494.1992.tb00970.x. PMID 1635039. S2CID 10596836.
  27. ^ "International Personality Item Pool (IPIP)". The Society for Judgment and Decision Making.
  28. ^ Goldberg LR, Johnson JA, Eber HW, Hogan R, Ashton MC, Cloninger CR, Gough HG (February 2006). "The international personality item pool and the future of public-domain personality measures". Journal of Research in Personality. 40 (1): 84–96. doi:10.1016/j.jrp.2005.08.007. S2CID 13274640.
  29. ^ Conn S, Rieke M (1994). The 16PF Fifth Edition technical manual. Champaign, IL: Institute for Personality & Ability Testing.
  30. ^ Cattell HE (1996). "The original big five: A historical perspective". European Review of Applied Psychology. 46: 5–14.
  31. ^ Grucza RA, Goldberg LR (October 2007). "The comparative validity of 11 modern personality inventories: predictions of behavioral acts, informant reports, and clinical indicators". Journal of Personality Assessment. 89 (2): 167–87. doi:10.1080/00223890701468568. PMID 17764394. S2CID 42394327.
  32. ^ Mershon B, Gorsuch RL (1988). "Number of factors in the personality sphere: does increase in factors increase predictability of real-life criteria?". Journal of Personality and Social Psychology. 55 (4): 675–80. doi:10.1037/0022-3514.55.4.675.
  33. ^ a b Paunonen SV, Ashton MS (2001). "Big Five factors and facets and the prediction of behavior". Journal of Personality & Social Psychology. 81 (3): 524–39. doi:10.1037/0022-3514.81.3.524. PMID 11554651.
  34. ^ a b c Deyoung, C. G.; Quilty, L. C.; Peterson, J. B. (2007). "Between Facets and Domains: 10 Aspects of the Big Five". Journal of Personality and Social Psychology. 93 (5): 880–896. CiteSeerX 10.1.1.513.2517. doi:10.1037/0022-3514.93.5.880. PMID 17983306. S2CID 8261816.
  35. ^ Allport GW, Odbert HS (1936). "Trait names: A psycholexical study". Psychological Monographs. 47: 211. doi:10.1037/h0093360.
  36. ^ Cattell, Raymond B. (October 1943). "The description of personality: basic traits resolved into clusters". The Journal of Abnormal and Social Psychology. 38 (4): 476–506. doi:10.1037/h0054116. ISSN 0096-851X.
  37. ^ Cattell, Raymond B. (1945). "The Description of Personality: Principles and Findings in a Factor Analysis". The American Journal of Psychology. 58 (1): 69–90. doi:10.2307/1417576. JSTOR 1417576.
  38. ^ Cattell, Raymond B. (1947-09-01). "Confirmation and clarification of primary personality factors". Psychometrika. 12 (3): 197–220. doi:10.1007/BF02289253. ISSN 1860-0980. PMID 20260610. S2CID 28667497.
  39. ^ Cattell, Raymond B. (July 1948). "The primary personality factors in women compared with those in men". British Journal of Statistical Psychology. 1 (2): 114–130. doi:10.1111/j.2044-8317.1948.tb00231.x.
  40. ^ h.j. eysenck (1950). dimensions of personality. Internet Archive. routledge & kegan paul limited.
  41. ^ Fiske, Donald W. (July 1949). "Consistency of the factorial structures of personality ratings from different sources". The Journal of Abnormal and Social Psychology. 44 (3): 329–344. doi:10.1037/h0057198. ISSN 0096-851X. PMID 18146776.
  42. ^ Cattell, R.B. (1973). Personality and mood by questionnaire. San Francisco: Jossey-Bass.[page needed]
  43. ^ Cattell, R.B. (1957). Personality and motivation structure and measurement. New York: World Book
  44. ^ Cattell, H. B. (1989). "The 16PF: Personality In Depth." Champaign, IL: Institute for Personality and Ability Testing, Inc.
  45. ^ Linn, Robert L. (1996). "In Memoriam: Maurice M. Tatsuoka (1922-1996)". Journal of Educational Measurement. 33 (2): 125–127. doi:10.1111/j.1745-3984.1996.tb00484.x. ISSN 0022-0655. JSTOR 1435178.
  46. ^ https://www.legis.ga.gov/api/legislation/document/20152016/161898 [bare URL]
  47. ^ French, John W. (March 1953). "The Description of Personality Measurements in Terms of Rotated Factors". Institute of Educational Sciences. ERIC ED079418. {{cite journal}}: Cite journal requires |journal= (help)
  48. ^ Tupes, Ernest C. (1957). "Relationships between behavior trait ratings by peers and later officer performance of USAF Officer Candidate School graduates". PsycEXTRA Dataset. doi:10.1037/e522552009-001. Retrieved 2023-02-10.
  49. ^ AFPTRC-TN. Air Force Personnel & Training Research Center, Lackland Air Force Base. 1957.
  50. ^ "A Memorium to Raymond E. Christal". PsycEXTRA Dataset. 1995. doi:10.1037/e568692011-006. Retrieved 2023-02-10.
  51. ^ a b Tupes, Ernest C.; Christal, Raymond C. (1958). Stability of Personality Trait Rating Factors Obtained Under Diverse Conditions. Personnel Laboratory, Wright Air Development Center, Air Research and Development Command, United States Air Force.
  52. ^ Christal, Raymond E. (June 1992). "Author's Note on "Recurrent Personality Factors Based on Trait Ratings"". Journal of Personality. 60 (2): 221–224. doi:10.1111/j.1467-6494.1992.tb00972.x. ISSN 0022-3506. PMID 1635042.
  53. ^ Tupes, Ernest C.; Christal, Raymond E. (May 1961). "Recurrent Personality Factors Based on Trait Ratings". Aeronautical Systems Division Technical Reports and Technical Notes. 26 (2).
  54. ^ Goldberg, Lewis R. (1998-12-01). "Warren T. Norman (1930–1998): An Appreciation". Journal of Research in Personality. 32 (4): 391–396. doi:10.1006/jrpe.1998.2224. ISSN 0092-6566.
  55. ^ a b "Finding Scales to Measure Particular Personality Constructs". ipip.ori.org. Retrieved 2023-02-11.
  56. ^ Richard Miller
  57. ^ "APA PsycNet". psycnet.apa.org. Retrieved 2023-02-12.
  58. ^ Costa, Paul T.; McCrae, Robert R. (1978). "Objective Personality Assessment". In Storandt, Martha; Siegler, Ilene C.; Elias, Merrill F. (eds.). The Clinical Psychology of Aging. Boston, MA: Springer US. pp. 119–143. doi:10.1007/978-1-4684-3342-5_5. ISBN 978-1-4684-3342-5.
  59. ^ McCrae, Robert R.; Costa, Paul T. (December 1980). "Openness to experience and ego level in Loevinger's Sentence Completion Test: Dispositional contributions to developmental models of personality". Journal of Personality and Social Psychology. 39 (6): 1179–1190. doi:10.1037/h0077727. ISSN 1939-1315.
  60. ^ Saville, Peter (1978). A critical analysis of Cattell's model of personality (Thesis thesis). Brunel University School of Sport and Education PhD Theses.
  61. ^ Goldberg LR (May 1980). Some ruminations about the structure of individual differences: Developing a common lexicon for the major characteristics of human personality. Symposium presentation at the meeting of the Western Psychological Association (Report). Honolulu, HI.[page needed]
  62. ^ Digman, John M.; Takemoto-Chock, Naomi K. (1981-04-01). "Factors In The Natural Language Of Personality: Re-Analysis, Comparison, And Interpretation Of Six Major Studies". Multivariate Behavioral Research. 16 (2): 149–170. doi:10.1207/s15327906mbr1602_2. ISSN 0027-3171. PMID 26825420.
  63. ^ "Society, August 2012". BPS. Retrieved 2023-02-11.
  64. ^ Stanton, N.A.; Mathews, G.; Graham, N.C.; Brimelow, C. (1991-01-01). "The Opq and the Big Five". Journal of Managerial Psychology. 6 (1): 25–27. doi:10.1108/02683949110140750. ISSN 0268-3946.
  65. ^ a b c d e Boyle GJ, Stankov L, Cattell RB (1995). "Measurement and statistical models in the study of personality and intelligence". In Saklofske DH, Zeidner M (eds.). International Handbook of Personality and Intelligence. pp. 417–46.[ISBN missing]
  66. ^ Epstein S, O'Brien EJ (November 1985). "The person-situation debate in historical and current perspective". Psychological Bulletin. 98 (3): 513–37. doi:10.1037/0033-2909.98.3.513. PMID 4080897.
  67. ^ Kenrick DT, Funder DC (January 1988). "Profiting from controversy. Lessons from the person-situation debate". The American Psychologist. 43 (1): 23–34. doi:10.1037/0003-066x.43.1.23. PMID 3279875.
  68. ^ "History of the IPIP". ipip.ori.org. Retrieved 2023-02-11.
  69. ^ Goldberg, Lewis R.; Johnson, John A.; Eber, Herbert W.; Hogan, Robert; Ashton, Michael C.; Cloninger, C. Robert; Gough, Harrison G. (2006). "The international personality item pool and the future of public-domain personality measures" (PDF). Journal of Research in Personality. 40: 84–96. doi:10.1016/j.jrp.2005.08.007. S2CID 13274640 – via Elsevier.
  70. ^ "The HEXACO Personality Inventory - Revised". hexaco.org. Retrieved 2023-02-11.
  71. ^ Jang, KL (2002). "The revised NEO personality inventory (NEO-PI-R)". The SAGE Handbook of Personality Theory and Assessment. 2: 223–257 – via Researchgate.
  72. ^ Lucas RE, Donnellan MB (2009). "If the person-situation debate is really over, why does it still generate so much negative affect?". Journal of Research in Personality. 43 (3): 146–49. doi:10.1016/j.jrp.2009.02.009.
  73. ^ Alexander, Nix (2017-03-03). "From Mad Men to Math Men". Freud Online. Retrieved 2022-10-23.
  74. ^ . Cambridge Analytica. Archived from the original on 16 February 2016. Retrieved 27 December 2015.
  75. ^ Sellers FS (19 October 2015). "Cruz campaign paid $750,000 to 'psychographic profiling' company". The Washington Post. Retrieved 7 February 2016.
  76. ^ Ambridge B (2014). Psy-Q: You know your IQ – now test your psychological intelligence. Profile. p. 11. ISBN 978-1-78283-023-8 – via Google Books.
  77. ^ DeYoung, Colin G.; Hirsh, Jacob B.; Shane, Matthew S.; Papademetris, Xenophon; Rajeevan, Nallakkandi; Gray, Jeremy R. (2010). "Testing Predictions From Personality Neuroscience: Brain Structure and the Big Five". Psychological Science. 21 (6): 820–828. doi:10.1177/0956797610370159. ISSN 0956-7976. JSTOR 41062296. PMC 3049165. PMID 20435951.
  78. ^ a b c d e The 50-item IPIP representation of the Goldberg (1992) markers for the Big-Five structure at ipip.ori.org.
  79. ^ a b Toegel G, Barsoux JL (2012). "How to become a better leader". MIT Sloan Management Review. 53 (3): 51–60.
  80. ^ Costa PT, McCrae RR (1992). Neo PI-R professional manual. Odessa, FL: Psychological Assessment Resources.[page needed][ISBN missing]
  81. ^ "Research Reports on Science from Michigan State University Provide New Insights". Science Letter. Gale Student Resource in Context. Retrieved 4 April 2012.
  82. ^ Laney MO (2002). The Introvert Advantage. Canada: Thomas Allen & Son Limited. pp. 28, 35. ISBN 978-0-7611-2369-9.
  83. ^ a b c Friedman H, Schustack M (2016). Personality: Classic Theories and Modern Research (Sixth ed.). Pearson Education Inc. ISBN 978-0-205-99793-0.[page needed]
  84. ^ a b Rothmann S, Coetzer EP (24 October 2003). "The big five personality dimensions and job performance". SA Journal of Industrial Psychology. 29. doi:10.4102/sajip.v29i1.88.
  85. ^ Bartneck C, Van der Hoek M, Mubin O, Al Mahmud A (March 2007). ""Daisy, daisy, give me your answer do!" switching off a robot". Eindhoven, Netherlands: Dept. of Ind. Design, Eindhoven Univ. of Technol. pp. 217–22. Retrieved 6 February 2013.
  86. ^ Judge TA, Bono JE (October 2000). "Five-factor model of personality and transformational leadership". The Journal of Applied Psychology. 85 (5): 751–65. doi:10.1037/0021-9010.85.5.751. PMID 11055147.
  87. ^ Lim BC, Ployhart RE (August 2004). "Transformational leadership: relations to the five-factor model and team performance in typical and maximum contexts". The Journal of Applied Psychology. 89 (4): 610–21. doi:10.1037/0021-9010.89.4.610. PMID 15327348.
  88. ^ a b Sackett PR, Walmsley PT (2014). "Which Personality Attributes Are Most Important in the Workplace?". Perspectives on Psychological Science. 9 (5): 538–51. doi:10.1177/1745691614543972. PMID 26186756. S2CID 21245818.
  89. ^ a b c Jeronimus BF, Riese H, Sanderman R, Ormel J (October 2014). "Mutual reinforcement between neuroticism and life experiences: a five-wave, 16-year study to test reciprocal causation". Journal of Personality and Social Psychology. 107 (4): 751–64. doi:10.1037/a0037009. PMID 25111305.
  90. ^ a b Norris CJ, Larsen JT, Cacioppo JT (September 2007). "Neuroticism is associated with larger and more prolonged electrodermal responses to emotionally evocative pictures" (PDF). Psychophysiology. 44 (5): 823–26. doi:10.1111/j.1469-8986.2007.00551.x. PMID 17596178.
  91. ^ a b c d Kagan J, Snidman N (2009). The Long Shadow of Temperament. Cambridge, MA: Harvard University Press.[ISBN missing][page needed]
  92. ^ Fiske ST, Gilbert DT, Lindzey G (2009). Handbook of Social Psychology. Hoboken, NJ: Wiley.[ISBN missing][page needed]
  93. ^ Reynaud E, El Khoury-Malhame M, Rossier J, Blin O, Khalfa S (2012). "Neuroticism modifies psycho physiological responses to fearful films". PLOS ONE. 7 (3): e32413. Bibcode:2012PLoSO...732413R. doi:10.1371/journal.pone.0032413. PMC 3316522. PMID 22479326.
  94. ^ a b Jeronimus BF, Ormel J, Aleman A, Penninx BW, Riese H (November 2013). "Negative and positive life events are associated with small but lasting change in neuroticism". Psychological Medicine. 43 (11): 2403–15. doi:10.1017/s0033291713000159. PMID 23410535. S2CID 43717734.
  95. ^ Dwan T, Ownsworth T (2019). "The Big Five personality factors and psychological well-being following stroke: a systematic review". Disability and Rehabilitation. 41 (10): 1119–30. doi:10.1080/09638288.2017.1419382. PMID 29272953. S2CID 7300458.
  96. ^ Dolan SL (2006). Stress, Self-Esteem, Health and Work. p. 76.[ISBN missing]
  97. ^ a b c d e f g h Rothbart MK, Ahadi SA, Evans DE (2000). "Temperament and personality: Origins and outcomes". Journal of Personality and Social Psychology. 78 (1): 122–35. doi:10.1037/0022-3514.78.1.122. PMID 10653510.
  98. ^ a b c d e f g h i j k l m n o p q r s t u Shiner R, Caspi A (January 2003). "Personality differences in childhood and adolescence: measurement, development, and consequences". Journal of Child Psychology and Psychiatry, and Allied Disciplines. 44 (1): 2–32. doi:10.1111/1469-7610.00101. PMID 12553411.
  99. ^ a b McCrae RR, Costa PT, Ostendorf F, Angleitner A, Hrebícková M, Avia MD, Sanz J, Sánchez-Bernardos ML, Kusdil ME, Woodfield R, Saunders PR, Smith PB (January 2000). "Nature over nurture: temperament, personality, and life span development". Journal of Personality and Social Psychology. 78 (1): 173–86. doi:10.1037/0022-3514.78.1.173. PMID 10653513.
  100. ^ a b c d e f g h i j Markey PM, Markey CN, Tinsley BJ (April 2004). "Children's behavioral manifestations of the five-factor model of personality". Personality & Social Psychology Bulletin. 30 (4): 423–32. doi:10.1177/0146167203261886. PMID 15070472. S2CID 33684001.
  101. ^ Rusalov VM (1989). "Motor and communicative aspects of human temperament: a new questionnaire of the structure of temperament". Personality and Individual Differences. 10 (8): 817–27. doi:10.1016/0191-8869(89)90017-2.
  102. ^ a b Strelau J (1998). Temperament: A Psychological Perspective. New York: Plenum.
  103. ^ a b Rusalov VM, Trofimova IN (2007). Structure of Temperament and Its Measurement. Toronto, Canada: Psychological Services Press.[page needed]
  104. ^ a b c d e Trofimova IN (2016). "The interlocking between functional aspects of activities and a neurochemical model of temperament". In Arnold, MC (eds.). Temperaments: Individual Differences, Social and Environmental Influences and Impact on Quality of Life. New York: Nova Science Publishers. pp. 77–147.
  105. ^ a b c d Trofimova I, Robbins TW, Sulis WH, Uher J (April 2018). "Taxonomies of psychological individual differences: biological perspectives on millennia-long challenges". Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 373 (1744): 20170152. doi:10.1098/rstb.2017.0152. PMC 5832678. PMID 29483338.
  106. ^ Trofimova I, et al. (2022). "What's next for the neurobiology of temperament, personality and psychopathology?". Current Opinions in Behavioral Sciences. 45: 101143. doi:10.1016/j.cobeha.2022.101143. S2CID 248817462.
  107. ^ Trofimova IN (2010). "An investigation into differences between the structure of temperament and the structure of personality". American Journal of Psychology. 123 (4): 467–80. doi:10.5406/amerjpsyc.123.4.0467. PMID 21291163.
  108. ^ Jang KL, Livesley WJ, Vernon PA (September 1996). "Heritability of the big five personality dimensions and their facets: a twin study". Journal of Personality. 64 (3): 577–91. doi:10.1111/j.1467-6494.1996.tb00522.x. PMID 8776880. S2CID 35488176.
  109. ^ Bouchard TJ, McGue M (January 2003). "Genetic and environmental influences on human psychological differences". Journal of Neurobiology. 54 (1): 4–45. doi:10.1002/neu.10160. PMID 12486697.
  110. ^ Weiss A, King JE, Hopkins WD (November 2007). "A cross-setting study of chimpanzee (Pan troglodytes) personality structure and development: zoological parks and Yerkes National Primate Research Center". American Journal of Primatology. 69 (11): 1264–77. doi:10.1002/ajp.20428. PMC 2654334. PMID 17397036.
  111. ^ Gosling SD, John OP (1999). (PDF). Current Directions in Psychological Science. 8 (3): 69–75. doi:10.1111/1467-8721.00017. S2CID 145716504. Archived from the original (PDF) on 2018-09-28. Retrieved 2016-12-05.
  112. ^ Morton FB, Robinson LM, Brando S, Weiss A (2021). "Personality structure in bottlenose dolphins (Tursiops truncatus)". Journal of Comparative Psychology. 135 (2): 219–231. doi:10.1037/com0000259. hdl:20.500.11820/1d4cef3b-b78b-46b3-b31c-2d1f4339cd9f. PMID 33464108. S2CID 231642036.
  113. ^ a b Soto CJ, John OP, Gosling SD, Potter J (February 2011). "Age differences in personality traits from 10 to 65: Big Five domains and facets in a large cross-sectional sample". Journal of Personality and Social Psychology. 100 (2): 330–48. doi:10.1037/a0021717. PMID 21171787.
  114. ^ a b c d e f Soto CJ (August 2016). "The Little Six Personality Dimensions From Early Childhood to Early Adulthood: Mean-Level Age and Gender Differences in Parents' Reports". Journal of Personality. 84 (4): 409–22. doi:10.1111/jopy.12168. PMID 25728032.
  115. ^ Lewis M (2001). "Issues in the study of personality development". Psychological Inquiry. 12 (2): 67–83. doi:10.1207/s15327965pli1202_02. S2CID 144557981.
  116. ^ a b Goldberg LR (2001). "Analyses of Digman's child- personality data: Derivation of Big Five Factor Scores from each of six samples". Journal of Personality. 69 (5): 709–43. doi:10.1111/1467-6494.695161. PMID 11575511.
  117. ^ Mervielde I, De Fruyt F (1999). "Construction of the Hierarchical Personality Inventory for Children (Hi- PIC).". In Mervielde ID, De Fruyt F, Ostendorf F (eds.). Personality psychology in Europe: Proceedings of the Eighth European Conference on Personality. Tilburg University Press. pp. 107–27.
  118. ^ Resing WC, Bleichrodt N, Dekker PH (1999). "Measuring personality traits in the classroom" (PDF). European Journal of Personality. 13 (6): 493–509. doi:10.1002/(sici)1099-0984(199911/12)13:6<493::aid-per355>3.0.co;2-v. hdl:1871/18675. S2CID 56322465.
  119. ^ Markey PM, Markey CN, Ericksen AJ, Tinsley BJ (2002). "A preliminary validation of preadolescents' self-reports using the Five-Factor Model of personality". Journal of Research in Personality. 36 (2): 173–81. doi:10.1006/jrpe.2001.2341.
  120. ^ Scholte RH, van Aken MA, van Lieshout CF (December 1997). "Adolescent personality factors in self-ratings and peer nominations and their prediction of peer acceptance and peer rejection". Journal of Personality Assessment. 69 (3): 534–54. doi:10.1207/s15327752jpa6903_8. PMID 9501483.
  121. ^ van Lieshout CF, Haselager GJ (1994). "The Big Five personality factors in Q-sort descriptions of children and adolescents.". In Halverson CF, Kohnstamm GA, Martin RP (eds.). The developing structure of temperament and personality from infancy to adulthood. Hillsdale NJ: Erlbaum. pp. 293–318.
  122. ^ a b c Halverson CF, Kohnstamm GA, Martin RP, eds. (1994). The developing structure of temperament and personality from infancy to adulthood. Hillsdale, NJ: Erlbaum.
  123. ^ a b c Kohnstamm GA, Halverson Jr CF, Mervielde I, Havill VL, eds. (1998). Parental descriptions of child personality: Developmental antecedents of the Big Five?. Psychology Press.[ISBN missing][page needed]
  124. ^ Mervielde I, De Fruyt F, Jarmuz S (May 1998). "Linking openness and intellect in childhood and adulthood.". In Kohnstamm GA, Halverson CF, Mervielde I, Havill VL (eds.). Parental descriptions of child personality: Developmental antecedents of the Big Five. Mahway, NJ: Erlbaum. pp. 105–26. ISBN 978-0-8058-2301-1.
  125. ^ John OP, Srivastava S (1999). "The Big-Five trait taxonomy: history, measurement, and theoretical perspectives" (PDF). In Pervin LA, John OP (eds.). Handbook of personality: Theory and research. Vol. 2. New York: Guilford Press. pp. 102–38.
  126. ^ a b c d e f Soto C, Tackett J (2015). "Personality Traits in Childhood and Adolescence: Structure, Development, and Outcomes" (PDF). Current Directions in Psychological Science. 24: 358–62. doi:10.1177/0963721415589345. S2CID 29475747.
  127. ^ a b c Roberts BW, Walton KE, Viechtbauer W (January 2006). "Patterns of mean-level change in personality traits across the life course: a meta-analysis of longitudinal studies". Psychological Bulletin. 132 (1): 1–25. doi:10.1037/0033-2909.132.1.1. PMID 16435954. S2CID 16606495.
  128. ^ Roberts BW, DelVecchio WF (January 2000). "The rank-order consistency of personality traits from childhood to old age: a quantitative review of longitudinal studies" (PDF). Psychological Bulletin. 126 (1): 3–25. doi:10.1037/0033-2909.126.1.3. PMID 10668348. S2CID 7484026.
  129. ^ Lemery KS, Goldsmith HH, Klinnert MD, Mrazek DA (January 1999). "Developmental models of infant and childhood temperament". Developmental Psychology. 35 (1): 189–204. doi:10.1037/0012-1649.35.1.189. PMID 9923474.
  130. ^ Buss A, Plomin R (1984). Temperament: early developing personality trait. Hillsdale: Erlbaum.
  131. ^ Rothbart MK, Ahadi SA, Hershey KL, Fisher P (2001). "Investigations of temperament at three to seven years: the Children's Behavior Questionnaire". Child Development. 72 (5): 1394–408. CiteSeerX 10.1.1.398.8830. doi:10.1111/1467-8624.00355. PMID 11699677.
  132. ^ John OP, Caspi A, Robins RW, Moffitt TE, Stouthamer-Loeber M (February 1994). "The "little five": exploring the nomological network of the five-factor model of personality in adolescent boys". Child Development. 65 (1): 160–78. doi:10.2307/1131373. JSTOR 1131373. PMID 8131645.
  133. ^ Eaton WO (1994). "Temperament, development, and the Five-Factor Model: Lessons from activity level". In Halverson CF, Kohnstamm GA, Martin RP (eds.). The developing structure of temperament and personality from infancy to adulthood. Hillsdale, NJ: Erlbaum. pp. 173–87.
  134. ^ Hawley PH (1999). "The ontogenesis of social dominance: A strategy-based evolutionary perspective". Developmental Review. 19: 97–132. CiteSeerX 10.1.1.459.4755. doi:10.1006/drev.1998.0470.
  135. ^ Hawley PH, Little TD (1999). "On winning some and losing some: A social relations approach to social dominance in toddlers". Merrill Palmer Quarterly. 45: 185–214.
  136. ^ Sherif M, Harvey O, White BJ, Hood WR, Sherif C (1961). Intergroup conflict and cooperation: The robbers' cave experiment. Norman, OK: University of Oklahoma Press. OCLC 953442127.
  137. ^ Keating CF, Heltman KR (1994). "Dominance and deception in children and adults: Are leaders the best misleaders?". Personality and Social Psychology Bulletin. 20 (3): 312–21. doi:10.1177/0146167294203009. S2CID 19252480.
  138. ^ Asendorpf JB (1990). "Development of inhibition during childhood: Evidence for situational specificity and a two-factor model". Developmental Psychology. 26 (5): 721–30. doi:10.1037/0012-1649.26.5.721.
  139. ^ Asendorpf JB, Meier GH (1993). "Personality effects on children's speech in everyday life: Sociability-mediated exposure and shyness-mediated re-activity to social situations". Journal of Personality and Social Psychology. 64 (6): 1072–83. doi:10.1037/0022-3514.64.6.1072. PMID 8326470.
  140. ^ Harrist AW, Zaia AF, Bates JE, Dodge KA, Pettit GS (April 1997). "Subtypes of social withdrawal in early childhood: sociometric status and social-cognitive differences across four years". Child Development. 68 (2): 278–94. doi:10.2307/1131850. JSTOR 1131850. PMID 9180002.
  141. ^ Mathiesen KS, Tambs K (March 1999). "The EAS temperament questionnaire – factor structure, age trends, reliability, and stability in a Norwegian sample". Journal of Child Psychology and Psychiatry, and Allied Disciplines. 40 (3): 431–39. doi:10.1111/1469-7610.00460. PMID 10190344.
  142. ^ McCrae RR, Costa PT (1990). Personality in adulthood. New York: The Guildford Press.[page needed]
  143. ^ Cobb-Clark DA, Schurer S (2012). "The stability of big-five personality traits" (PDF). Economics Letters. 115 (2): 11–15. doi:10.1016/j.econlet.2011.11.015. S2CID 12086995.
  144. ^ Srivastava S, John OP, Gosling SD, Potter J (May 2003). "Development of personality in early and middle adulthood: set like plaster or persistent change?". Journal of Personality and Social Psychology. 84 (5): 1041–53. CiteSeerX 10.1.1.499.4124. doi:10.1037/0022-3514.84.5.1041. PMID 12757147. S2CID 14790757.
  145. ^ Roberts BW, Mroczek D (February 2008). "Personality Trait Change in Adulthood". Current Directions in Psychological Science. 17 (1): 31–35. doi:10.1111/j.1467-8721.2008.00543.x. PMC 2743415. PMID 19756219.
  146. ^ Fleeson W (2001). "Towards a structure- and process-integrated view of personality: Traits as density distributions of states". Journal of Personality and Social Psychology. 80 (6): 1011–27. doi:10.1037/0022-3514.80.6.1011. PMID 11414368. S2CID 13805210.
  147. ^ Mõttus R, Johnson W, Starr JM, Dearya IJ (June 2012). "Correlates of personality trait levels and their changes in very old age: The Lothian Birth Cohort 1921" (PDF). Journal of Research in Personality. 46 (3): 271–78. doi:10.1016/j.jrp.2012.02.004. hdl:20.500.11820/b6b6961d-902f-48e0-bf25-f505a659a056. S2CID 53117809.
  148. ^ Cavallera G, Passerini A, Pepe A (2013). "Personality and gender in swimmers in indoor practice at leisure level". Social Behavior and Personality. 41 (4): 693–704. doi:10.2224/sbp.2013.41.4.693.
  149. ^ Falk, Armin; Hermle, Johannes (2018-10-19). "Relationship of gender differences in preferences to economic development and gender equality". Science. 362 (6412): eaas9899. doi:10.1126/science.aas9899. hdl:10419/193353. ISSN 0036-8075. PMID 30337384.
  150. ^ a b Costa PT, Terracciano A, McCrae RR (August 2001). "Gender differences in personality traits across cultures: robust and surprising findings". Journal of Personality and Social Psychology. 81 (2): 322–31. doi:10.1037/0022-3514.81.2.322. PMID 11519935.
  151. ^ a b Schmitt DP, Realo A, Voracek M, Allik J (January 2008). "Why can't a man be more like a woman? Sex differences in Big Five personality traits across 55 cultures". Journal of Personality and Social Psychology. 94 (1): 168–82. doi:10.1037/0022-3514.94.1.168. PMID 18179326.
  152. ^ Harris, J. R. (2006). No two alike: Human nature and human individuality. WW Norton & Company.
  153. ^ Jefferson T, Herbst JH, McCrae RR (1998). "Associations between birth order and personality traits: Evidence from self-reports and observer ratings". Journal of Research in Personality. 32 (4): 498–509. doi:10.1006/jrpe.1998.2233.
  154. ^ Damian RI, Roberts BW (October 2015). "The associations of birth order with personality and intelligence in a representative sample of U.S. high school students". Journal of Research in Personality. 58: 96–105. doi:10.1016/j.jrp.2015.05.005.
  155. ^ Thompson RL, Brossart DF, Carlozzi AF, Miville ML (September 2002). "Five-factor model (Big Five) personality traits and universal-diverse orientation in counselor trainees". The Journal of Psychology. 136 (5): 561–72. doi:10.1080/00223980209605551. PMID 12431039. S2CID 22076221.
  156. ^ Ostendorf, F. (1990). Sprache und Persoenlichkeitsstruktur: Zur Validitaet des Funf-Factoren-Modells der Persoenlichkeit. Regensburg, Germany: S. Roderer Verlag.[page needed]
  157. ^ Trull TJ, Geary DC (October 1997). "Comparison of the big-five factor structure across samples of Chinese and American adults". Journal of Personality Assessment. 69 (2): 324–41. doi:10.1207/s15327752jpa6902_6. PMID 9392894.
  158. ^ Lodhi PH, Deo S, Belhekar VM (2002). "The Five-Factor model of personality in Indian context: measurement and correlates.". In McCrae RR, Allik J (eds.). The Five-Factor model of personality across cultures. New York: Kluwer Academic Publisher. pp. 227–48.
  159. ^ McCrae RR (2002). "NEO-PI-R data from 36 cultures: Further Intercultural comparisons.". In McCrae RR, Allik J (eds.). The Five-Factor model of personality across cultures. New York: Kluwer Academic Publisher. pp. 105–25.
  160. ^ a b Thompson ER (2008). "Development and validation of an international English big-five mini-markers". Personality and Individual Differences. 45 (6): 542–48. doi:10.1016/j.paid.2008.06.013.
  161. ^ Cheung FM, van de Vijver FJ, Leong FT (October 2011). . The American Psychologist. 66 (7): 593–603. doi:10.1037/a0022389. PMID 21261408. S2CID 615860. Archived from the original on 2013-05-18. Retrieved 2013-01-16.
  162. ^ Eap S, Degarmo DS, Kawakami A, Hara SN, Hall GC, Teten AL. Culture and Personality Among European American and Asian American Men. J Cross Cult Psychol. 2008 Sep;39(5):630-643. doi: 10.1177/0022022108321310. PMID 19169434; PMCID: PMC2630227.
  163. ^ Benet-Martínez, V., & Karakitapoglu-Aygün, Z. (2003). The interplay of cultural syndromes and personality in predicting life satisfaction: Comparing Asian Americans and European Americans. Journal of Cross-Cultural Psychology, 34(1), 38-60.
  164. ^ McCrae RR, Terracciano A (September 2005). "Personality profiles of cultures: aggregate personality traits" (PDF). Journal of Personality and Social Psychology. 89 (3): 407–25. doi:10.1037/0022-3514.89.3.407. PMID 16248722.
  165. ^ Hofstede, Geert; Bond, Michael H. (1984). "Hofstede's Culture Dimensions: An Independent Validation Using Rokeach's Value Survey". Journal of Cross-Cultural Psychology. 15 (4): 417–433. doi:10.1177/0022002184015004003. ISSN 0022-0221. S2CID 145651845.
  166. ^ Mooradian, Todd A.; Swan, K. Scott (2006-06-01). "Personality-and-culture: The case of national extraversion and word-of-mouth". Journal of Business Research. Special Section - The 2005 La Londe Seminar. 59 (6): 778–785. doi:10.1016/j.jbusres.2006.01.015. ISSN 0148-2963.
  167. ^ Barceló J (2017). "National Personality Traits and Regime Type: A Cross-National Study of 47 Countries". Journal of Cross-Cultural Psychology. 48 (2): 195–216. doi:10.1177/0022022116678324. S2CID 151607260.
  168. ^ Szirmak Z, De Raad B (1994). "Taxonomy and structure of Hungarian personality traits". European Journal of Personality. 8 (2): 95–117. doi:10.1002/per.2410080203. S2CID 145275826.
  169. ^ a b c De Fruyt F, McCrae RR, Szirmák Z, Nagy J (September 2004). "The Five-factor Personality Inventory as a measure of the Five-factor Model: Belgian, American, and Hungarian comparisons with the NEO-PI-R". Assessment. 11 (3): 207–15. doi:10.1177/1073191104265800. PMID 15358876. S2CID 29733250.
  170. ^ Robins Wahlin TB, Byrne GJ (October 2011). "Personality changes in Alzheimer's disease: a systematic review". International Journal of Geriatric Psychiatry. 26 (10): 1019–29. doi:10.1002/gps.2655. PMID 21905097. S2CID 40949990.
  171. ^ Hunt A, Martyr A, Gamble LD, Morris RG, Thom JM, Pentecost C, Clare L (June 2023). "The associations between personality traits and quality of life, satisfaction with life, and well-being over time in people with dementia and their caregivers: findings from the IDEAL programme". BMC Geriatrics. 23 (1): 354. doi:10.1186/s12877-023-04075-x. PMC 10242791. PMID 37280511.
  172. ^ Widiger TA, Costa PT. Jr. "Five-Factor model personality disorder research". In: Costa Paul T Jr, Widiger Thomas A., editors. Personality disorders and the five-factor model of personality. 2nd. Washington, DC, US: American Psychological Association; 2002. pp. 59–87. 2002. [ISBN missing]
  173. ^ Mullins-Sweatt SN, Widiger TA (2006). "The five-factor model of personality disorder: A translation across science and practice.". In Krueger R, Tackett J (eds.). Personality and psychopathology: Building bridges. New York: Guilford. pp. 39–70.[ISBN missing]
  174. ^ Clark LA (2007). "Assessment and diagnosis of personality disorder: perennial issues and an emerging reconceptualization". Annual Review of Psychology. 58: 227–57. doi:10.1146/annurev.psych.57.102904.190200. PMID 16903806.
  175. ^ Trofimova I, Robbins TW (May 2016). "Temperament and arousal systems: A new synthesis of differential psychology and functional neurochemistry". Neuroscience and Biobehavioral Reviews. 64: 382–402. doi:10.1016/j.neubiorev.2016.03.008. hdl:11375/26202. PMID 26969100. S2CID 13937324.
  176. ^ Trofimova I, Sulis W (2016). "Benefits of Distinguishing between Physical and Social-Verbal Aspects of Behavior: An Example of Generalized Anxiety". Frontiers in Psychology. 7: 338. doi:10.3389/fpsyg.2016.00338. PMC 4789559. PMID 27014146.
  177. ^ Trofimova I, Christiansen J (April 2016). "Coupling of Temperament with Mental Illness in Four Age Groups". Psychological Reports. 118 (2): 387–412. doi:10.1177/0033294116639430. PMID 27154370. S2CID 24465522.
  178. ^ Depue R, Fu Y (2012). "Neurobiology and neurochemistry of temperament in adults". In Zentner M, Shiner R (eds.). Handbook of Temperament. New York: Guilford Publications. pp. 368–99.
  179. ^ Bagby RM, Sellbom M, Costa PT, Widiger TA (April 2008). "PredictingDiagnostic and Statistical Manual of Mental Disorders-IV personality disorders with the five-factor model of personality and the personality psychopathology five". Personality and Mental Health. 2 (2): 55–69. doi:10.1002/pmh.33.
  180. ^ "The five-factor model and personality disorder empirical literature: A meta-analytic review." LM Saulsman, AC Page, Clinical Psychology Review, 2004 – Elsevier Science [ISBN missing][page needed]
  181. ^ Fehrman E, Muhammad AK, Mirkes EM, Egan V, Gorban AN (2015). "The Five Factor Model of personality and evaluation of drug consumption risk". arXiv:1506.06297 [stat.AP].
  182. ^ a b Kessler RC, Chiu WT, Demler O, Merikangas KR, Walters EE (June 2005). "Prevalence, severity, and comorbidity of 12-month DSM-IV disorders in the National Comorbidity Survey Replication". Archives of General Psychiatry. 62 (6): 617–27. doi:10.1001/archpsyc.62.6.617. PMC 2847357. PMID 15939839.
  183. ^ Compton WM, Conway KP, Stinson FS, Colliver JD, Grant BF (June 2005). "Prevalence, correlates, and comorbidity of DSM-IV antisocial personality syndromes and alcohol and specific drug use disorders in the United States: results from the national epidemiologic survey on alcohol and related conditions". The Journal of Clinical Psychiatry. 66 (6): 677–85. doi:10.4088/jcp.v66n0602. PMID 15960559.
  184. ^ Hasin DS, Goodwin RD, Stinson FS, Grant BF (October 2005). "Epidemiology of major depressive disorder: results from the National Epidemiologic Survey on Alcoholism and Related Conditions". Archives of General Psychiatry. 62 (10): 1097–106. doi:10.1001/archpsyc.62.10.1097. PMID 16203955.
  185. ^ a b Fehrman, Elaine; Egan, Vincent; Gorban, Alexander N.; Levesley, Jeremy; Mirkes, Evgeny M.; Muhammad, Awaz K. (2019). Personality Traits and Drug Consumption. A Story Told by Data. Springer, Cham. arXiv:2001.06520. doi:10.1007/978-3-030-10442-9. ISBN 978-3-030-10441-2. S2CID 151160405.
  186. ^ Khan AA, Jacobson KC, Gardner CO, Prescott CA, Kendler KS (March 2005). "Personality and comorbidity of common psychiatric disorders". The British Journal of Psychiatry. 186 (3): 190–96. doi:10.1192/bjp.186.3.190. PMID 15738498.
  187. ^ Cuijpers P, Smit F, Penninx BW, de Graaf R, ten Have M, Beekman AT (October 2010). "Economic costs of neuroticism: a population-based study". Archives of General Psychiatry. 67 (10): 1086–93. doi:10.1001/archgenpsychiatry.2010.130. PMID 20921124.
  188. ^ a b c d e f g Kotov R, Gamez W, Schmidt F, Watson D (September 2010). "Linking "big" personality traits to anxiety, depressive, and substance use disorders: a meta-analysis". Psychological Bulletin. 136 (5): 768–821. doi:10.1037/a0020327. PMID 20804236.
  189. ^ Bogg T, Roberts BW (November 2004). "Conscientiousness and health-related behaviors: a meta-analysis of the leading behavioral contributors to mortality". Psychological Bulletin. 130 (6): 887–919. doi:10.1037/0033-2909.130.6.887. PMID 15535742.
  190. ^ a b Roberts BW, Kuncel NR, Shiner R, Caspi A, Goldberg LR (December 2007). "The Power of Personality: The Comparative Validity of Personality Traits, Socioeconomic Status, and Cognitive Ability for Predicting Important Life Outcomes" (PDF). Perspectives on Psychological Science. 2 (4): 313–45. doi:10.1111/j.1745-6916.2007.00047.x. PMC 4499872. PMID 26151971.
  191. ^ a b c d Jeronimus BF, Kotov R, Riese H, Ormel J (October 2016). "Neuroticism's prospective association with mental disorders halves after adjustment for baseline symptoms and psychiatric history, but the adjusted association hardly decays with time: a meta-analysis on 59 longitudinal/prospective studies with 443 313 participants". Psychological Medicine. 46 (14): 2883–906. doi:10.1017/S0033291716001653. PMID 27523506. S2CID 23548727.
  192. ^ Livesley WJ (2001). Handbook of Personality Disorders. New York: The Guildford Press. pp. 84–104. ISBN 978-1-57230-629-5. OCLC 783011161.
  193. ^ a b c d Ormel J, Jeronimus BF, Kotov R, Riese H, Bos EH, Hankin B, Rosmalen JG, Oldehinkel AJ (July 2013). "Neuroticism and common mental disorders: meaning and utility of a complex relationship". Clinical Psychology Review. 33 (5): 686–97. doi:10.1016/j.cpr.2013.04.003. PMC 4382368. PMID 23702592.
  194. ^ a b c d e f Millon T, Krueger R, Simonsen E (2011). Contemporary Directions in Psychopathology: Scientific Foundations of the DSM-IV and ICD-11. Guilford Press.
  195. ^ a b c d Krueger R, Tackett L (2006). Personality and Psychopathology. Guilford Press.[page needed][ISBN missing]
  196. ^ a b Hudek-Knezević J, Kardum I (August 2009). "Five-factor personality dimensions and 3 health-related personality constructs as predictors of health". Croatian Medical Journal. 50 (4): 394–402. doi:10.3325/cmj.2009.50.394. PMC 2728392. PMID 19673040.
  197. ^ Jerram, Kathryn L.; Coleman, Peter G. (1999). "The big five personality traits and reporting of health problems and health behaviour in old age". British Journal of Health Psychology. 4 (2): 181–92. doi:10.1348/135910799168560. ISSN 2044-8287.
  198. ^ Jerram, Kathryn (16 December 2010). "The big five personality traits and reporting of health problems and health behaviour in old age". British Journal of Health Psychology. 4 (2): 181–192. doi:10.1348/135910799168560 – via Wiley.
  199. ^ Iwasa H, Masui Y, Gondo Y, Inagaki H, Kawaai C, Suzuki T (May 2008). "Personality and all-cause mortality among older adults dwelling in a Japanese community: a five-year population-based prospective cohort study". The American Journal of Geriatric Psychiatry. 16 (5): 399–405. doi:10.1097/JGP.0b013e3181662ac9. PMID 18403571.
  200. ^ Jokela M, Hintsanen M, Hakulinen C, Batty GD, Nabi H, Singh-Manoux A, Kivimäki M (April 2013). "Association of personality with the development and persistence of obesity: a meta-analysis based on individual-participant data". Obesity Reviews. 14 (4): 315–23. doi:10.1111/obr.12007. PMC 3717171. PMID 23176713.
  201. ^ a b c d e f g h i Komarraju M, Karau SJ, Schmeck RR, Avdic A (September 2011). "The Big Five personality traits, learning styles, and academic achievement". Personality and Individual Differences. 51 (4): 472–77. doi:10.1016/j.paid.2011.04.019.
  202. ^ Zeidner M, Shani-Zinovich I (11 October 2011). "Do academically gifted and nongifted students differ on the Big-Five and adaptive status? Some recent data and conclusions". Personality and Individual Differences. 51 (5): 566–70. doi:10.1016/j.paid.2011.05.007.
  203. ^ a b Mutlu, Tansu; Balbag, Zafer; Cemrek, Fatih (2010-01-01). "The role of self-esteem, locus of control and big five personality traits in predicting hopelessness". Procedia - Social and Behavioral Sciences. World Conference on Learning, Teaching and Administration Papers. 9: 1788–1792. doi:10.1016/j.sbspro.2010.12.401. ISSN 1877-0428.
  204. ^ Singh AK (2012). "Does trait predict psychological well-being among students of professional courses?". Journal of the Indian Academy of Applied Psychology. 38 (2): 234–41.
  205. ^ a b c Klimstra TA, Luyckx K, Germeijs V, Meeus WH, Goossens L (March 2012). "Personality traits and educational identity formation in late adolescents: longitudinal associations and academic progress" (PDF). Journal of Youth and Adolescence. 41 (3): 346–61. doi:10.1007/s10964-011-9734-7. PMID 22147120. S2CID 33747401.
  206. ^ Pashler H, McDaniel M, Rohrer D, Bjork R (December 2008). "Learning Styles: Concepts and Evidence". Psychological Science in the Public Interest. 9 (3): 105–19. doi:10.1111/j.1539-6053.2009.01038.x. PMID 26162104.
  207. ^ Zhang Lf (6 September 2001). "Measuring thinking styles in addition to measuring personality traits?". Personality and Individual Differences. 33 (3): 445–58. doi:10.1016/s0191-8869(01)00166-0.
  208. ^ Schmeck RR, Ribich F, Ramainah N (1997). "Development of a Self-Report inventory for assessing Individual Differences in Learning Processes". Applied Psychological Measurement. 1 (3): 413–31. doi:10.1177/014662167700100310. S2CID 143890188.
  209. ^ a b c Jensen, Mikael (2015). "Personality Traits, Learning and Academic Achievements". Journal of Education and Learning. 4 (4): 91. doi:10.5539/jel.v4n4p91.
  210. ^ De Feyter T, Caers R, Vigna C, Berings D (22 March 2012). "Unraveling the impact of the Big Five personality traits on academic performance: The moderating and mediating effects of self-efficacy and academic motivation". Learning and Individual Differences. 22 (4): 439–48. doi:10.1016/j.lindif.2012.03.013.
  211. ^ Vedel A (2014). "The Big Five and tertiary academic performance: A systematic review and meta-analysis" (PDF). Personality and Individual Differences. 71: 66–76. doi:10.1016/j.paid.2014.07.011.
  212. ^ Trapmann, S., Hell, B., Hirn, J.-O. W. ve Schuler, H. (2007). Meta-analysis of the relationship between the Big Five and academic success at university. Zeitschrift für Psychologie/Journal of Psychology, 215(2), 132–51.
  213. ^ Bartolic-Zlomislic, Bates A (1999). "Investing in On-line Learning: Potential Benefits and Limitations". Canadian Journal of Communication. 24 (3). doi:10.22230/CJC.1999V24N3A1111.
  214. ^ Holland, J. L. (1966). The Psychology of Vocational Choice: A Theory of Personality Types and Model Environments. Oxford: Blaisdell.
  215. ^ Armitage, Catherine (12 February 2020). "Scientists are curious and passionate and ready to argue". Retrieved 9 June 2021.
  216. ^ Mount MK, Barrick MR (1998). "Five reasons why the "big five" article has been frequently cited". Personnel Psychology. 51 (4): 849–57. doi:10.1111/j.1744-6570.1998.tb00743.x.
  217. ^ Morgeson FP, Campion MA, Dipboye RL, Hollenbeck JR, Murphy K, Schmitt N (2007). "Reconsidering the use of personality tests in personnel selection contexts". Personnel Psychology. 60 (3): 683–729. CiteSeerX 10.1.1.493.5981. doi:10.1111/j.1744-6570.2007.00089.x.
  218. ^ Mischel W (1968). Personality and assessment. London: Wiley. ISBN 978-0-8058-2330-1.
  219. ^ Rosenthal R (1990). "How are we doing in soft psychology?". American Psychologist. 45 (6): 775–77. doi:10.1037/0003-066x.45.6.775.
  220. ^ Hunter JE, Schmidt FL, Judiesch MK (1990). "Individual differences in output variability as a function of job complexity". Journal of Applied Psychology. 75: 28–42. doi:10.1037/0021-9010.75.1.28. S2CID 144507523.
  221. ^ Judge TA, Bono JE, Ilies R, Gerhardt MW (August 2002). "Personality and leadership: a qualitative and quantitative review". The Journal of Applied Psychology. 87 (4): 765–80. doi:10.1037/0021-9010.87.4.765. PMID 12184579.
  222. ^ a b Spurk D, Abele AE (16 June 2010). "Who Earns More and Why? A Multiple Mediation Model from Personality to Salary". Journal of Business and Psychology. 26: 87–103. doi:10.1007/s10869-010-9184-3. S2CID 144290202.
  223. ^ McLean, Dawson; Bouaissa, Mohsen; Rainville, Bruno; Auger, Ludovic (2019-12-04). "Non-Cognitive Skills: How Much Do They Matter for Earnings in Canada?". American Journal of Management. 19 (4). doi:10.33423/ajm.v19i4.2392. ISSN 2165-7998.
  224. ^ Mehta P (2012). "Personality as a predictor of burnout among managers of manufacturing industries.". Journal of the Indian Academy of Applied Psychology. 32: 321–28.
  225. ^ Fairweather J (2012). "Personality, nations, and innovation: Relationships between personality traits and national innovation scores". Cross-Cultural Research. 46: 3–30. doi:10.1177/1069397111409124. S2CID 144015495.
  226. ^ Camps J, Stouten J, Euwema M (February 2016). "The relation between supervisors' big five personality traits and employees' experiences of abusive supervision". Frontiers in Psychology. 10 (7): 112. doi:10.3389/fpsyg.2016.00112. PMC 4748047. PMID 26903919.
  227. ^ Tepper BJ (June 2007). "Abusive supervision in work organizations: Review, synthesis, and research agenda". Journal of Management. 33 (3): 261–89. doi:10.1177/0149206307300812. S2CID 143934380.
  228. ^ a b c d e Judge & LePine, "Bright and Dark Sides…" Research Companion to the Dysfunctional Workplace, 2007 | p. 332-355
  229. ^ Sackett, Paul R and Phillip T. Walmsley (September 2014). "Which Personality Attributes are Important in the Workplace?". Perspectives on Psychological Science. 9 (5): 538–551. doi:10.1177/1745691614543972. JSTOR 44290038. PMID 26186756. S2CID 21245818.
  230. ^ Judge TA, Livingston BA, Hurst C (February 2012). "Do nice guys--and gals--really finish last? The joint effects of sex and agreeableness on income". Journal of Personality and Social Psychology. 102 (2): 390–407. doi:10.1037/a0026021. PMID 22121889.
  231. ^ a b Neal A, Yeo G, Koy A, Xiao T (26 January 2011). "Predicting the Form and Direction of Work Role Performance From the Big 5 Model of Personality Traits". Journal of Organizational Behavior. 33 (2): 175–92. doi:10.1002/job.742.
  232. ^ Holland AS, Roisman GI (October 2008). (PDF). Journal of Social and Personal Relationships. 25 (5): 811–29. doi:10.1177/0265407508096697. S2CID 28388979. Archived from the original (PDF) on 2 March 2013. Retrieved 12 April 2012.
  233. ^ a b Gerber AS, et al. (2010). "Personality and Political Attitudes: Relationships across Issue Domains and Political Contexts". The American Political Science Review. 104: 111–133. doi:10.1017/S0003055410000031. S2CID 6208090.
  234. ^ Sweetser KD (2014). "Partisan Personality: The Psychological Differences Between Democrats and Republicans, and Independents Somewhere in Between". American Behavioral Scientist. 58 (9): 1183–94. doi:10.1177/0002764213506215. S2CID 145674720.
  235. ^ Fatke M (2017). "Personality Traits and Political Ideology: A First Global Assessment". Political Psychology. 38 (5): 881–99. doi:10.1111/pops.12347.
  236. ^ a b Bakker BN, et al. (2015). "Personality Traits and Party Identification over Time". European Journal of Political Research. 54 (2): 197–215. doi:10.1111/1475-6765.12070.
  237. ^ a b Gerber AS, et al. (2012). "Personality and the Strength and Direction of Partisan Identification". Political Behavior. 34 (4): 653–688. doi:10.1007/s11109-011-9178-5. S2CID 144317734.
  238. ^ Löwe, Konstantin Felix. "Is Politics Downstream from Personality? The Five Factor Model's Effect on Political Orientation in Sweden." (2019). http://lup.lub.lu.se/student-papers/record/8992021 Thesis
  239. ^ Roberts, p. 338
  240. ^ Saroglou, Vassilis (2002). "Religion and the five-factors of personality: A meta-analytic review". Personality and Individual Differences. 32: 15–25. doi:10.1016/S0191-8869(00)00233-6.
  241. ^ "IPIP Home". ipip.ori.org. Retrieved 2017-07-01.
  242. ^ Gosling SD, Rentfrow PJ, Swann WB (2003). "A very brief measure of the Big-Five personality domains". Journal of Research in Personality. 37 (6): 504–28. CiteSeerX 10.1.1.1013.6925. doi:10.1016/S0092-6566(03)00046-1. ISSN 0092-6566. S2CID 7147133.
  243. ^ a b Goldberg LR (1992). "The development of markers for the Big-five factor structure". Psychological Assessment. 4 (1): 26–42. doi:10.1037/1040-3590.4.1.26. S2CID 144709415.
five, personality, traits, sometimes, known, five, factor, model, personality, ocean, model, grouping, five, unique, characteristics, used, study, personality, first, developed, 1980s, field, psychological, trait, theory, 1990s, theory, identified, five, facto. The Big Five personality traits sometimes known as the five factor model of personality or OCEAN model are a grouping of five unique characteristics used to study personality The Big Five personality traits It was first developed in the 1980s in the field of psychological trait theory In the 1990s the theory identified five factors which may each be further divided into two distinct values 1 openness to experience inventive curious vs consistent cautious conscientiousness efficient organized vs extravagant careless extraversion outgoing energetic vs solitary reserved agreeableness friendly compassionate vs critical judgmental neuroticism sensitive nervous vs resilient confident When factor analysis is applied to personality survey data semantic associations between aspects of personality and specific terms are often applied to the same person For example someone described as conscientious is more likely to be described as always prepared rather than messy These associations suggest five broad dimensions used in common language to describe the human personality temperament and psyche 2 3 Those labels for the five factors may be remembered using the acronyms OCEAN or CANOE Beneath each proposed global factor there are a number of correlated and more specific primary factors For example extraversion is typically associated with qualities such as gregariousness assertiveness excitement seeking warmth activity and positive emotions 4 These traits are not black and white each one is treated as a spectrum 5 Contents 1 History 1 1 Finding the five factors 1 2 Hiatus in research 1 3 Renewed attention 1 4 Subsequent developments 2 Descriptions of the particular personality traits 2 1 Openness to experience 2 1 1 Sample items 2 2 Conscientiousness 2 2 1 Sample items 2 3 Extraversion 2 3 1 Sample items 2 4 Agreeableness 2 4 1 Sample items 2 5 Neuroticism 2 5 1 Sample items 3 Biological and developmental factors 3 1 Temperament and personality 3 2 Heritability 3 3 Non humans 3 4 Development during childhood and adolescence 3 4 1 Extraversion positive emotionality 3 5 Development throughout adulthood 4 Group differences 4 1 Gender differences 4 2 Birth order differences 5 Cultural differences 6 Health 6 1 Personality and dementia 6 2 Personality disorders 6 3 Common mental disorders 6 3 1 The personality psychopathology models 6 4 Physical health 7 Effect of personality traits through life 7 1 Education 7 1 1 Academic achievement 7 1 2 Learning styles 7 1 3 Distance Learning 7 2 Employment 7 2 1 Occupation and personality fit 7 2 2 Work success 7 3 Romantic relationships 7 4 Political identification 7 5 Scope of predictive power 7 6 Religiosity 8 Measurements 9 Critique 9 1 Limited scope 9 2 Methodological issues 9 3 Theoretical status 9 4 Evidence for six factors rather than five 10 See also 11 References 12 External linksHistory editThe Big Five model was built to understand the relationship between personality and academic behaviour 6 It was defined by several independent sets of researchers who analysed words describing people s behaviour 7 These researchers first studied relationships between a large number of words related to personality traits They made lists of these words shorter by 5 10 times and then used factor analysis to group the remaining traits with data mostly based upon people s estimations in self report questionnaires and peer ratings in order to find the basic factors of personality 8 9 10 11 12 The initial model was advanced in 1958 by Ernest Tupes and Raymond Christal research psychologists working at Lackland Air Force Base in Texas but failed to reach scholars and scientists until the 1980s In 1990 J M Digman advanced his five factor model of personality which Lewis Goldberg put at the highest organised level 13 These five overarching domains have been found to contain most known personality traits and are assumed to represent the basic structure behind them all 14 At least four sets of researchers have worked independently for decades to reflect personality traits in language and have mainly identified the same five factors Tupes and Christal were first followed by Goldberg at the Oregon Research Institute 15 16 17 18 19 Cattell at the University of Illinois 10 20 21 22 and finally Costa and McCrae 23 24 25 26 These four sets of researchers used somewhat different methods in finding the five traits making the sets of five factors have varying names and meanings However all have been found to be strongly correlated with their corresponding factors 27 28 29 30 31 Studies indicate that the Big Five traits are not nearly as powerful in predicting and explaining actual behaviour as the more numerous facets or primary traits 32 33 Each of the Big Five personality traits contains two separate but correlated aspects reflecting a level of personality below the broad domains but above the many facet scales also making up part of the Big Five 34 The aspects are labelled as follows Volatility and Withdrawal for Neuroticism Enthusiasm and Assertiveness for Extraversion Intellect and Openness for Openness to Experience Industriousness and Orderliness for Conscientiousness and Compassion and Politeness for Agreeableness 34 Finding the five factors edit In 1884 British scientist Sir Francis Galton became the first person known to consider deriving a comprehensive taxonomy of human personality traits by sampling language 8 The idea that this may be possible is known as the lexical hypothesis In 1936 American psychologists Gordon Allport of Harvard University and Henry Odbert of Dartmouth College implemented Galton s hypothesis They organised for three anonymous people to categorise adjectives from Webster s New International Dictionary and a list of common slang words The result was a list of 4504 adjectives they believed were descriptive of observable and relatively permanent traits 35 In 1943 Raymond Cattell of Harvard University took Allport and Odbert s list and reduced this to a list of roughly 160 terms by eliminating words with very similar meanings To these he added terms from 22 other psychological categories and additional interest and abilities terms This resulted in a list of 171 traits From this he used factor analysis to derive 60 personality clusters or syndromes and an additional 7 minor clusters 36 Cattell then narrowed this down to 35 terms and later added a 36th factor in the form of an IQ measure Through factor analysis from 1945 to 1948 he created 11 or 12 factor solutions 37 38 39 In 1947 psychologist Hans Eysenck of University College London published his book Dimensions of Personality He posited that the two most important personality dimensions were Extraversion and Neuroticism a term that he coined 40 In July 1949 Donald Fiske of the University of Chicago used 22 terms either adapted from Cattell s 1947 study and through surveys of male university students and statistics derived five factors Social Adaptability Emotional Control Conformity Inquiring Intellect and Confident Self expression 41 In the same year Cattell with Maurice Tatsuoka and Herbert Eber found 4 additional factors which they believed consisted of information that could only be provided through self rating With this understanding they created the sixteen factor 16PF Questionnaire 42 43 44 45 46 In 1953 John W French of Educational Testing Service published an extensive meta analysis of personality trait factor studies 47 In 1957 Ernest Tupes of the United States Air Force undertook a personality trait study of US Air Force officers Each was rated by their peers using Cattell s 35 terms or in some cases the 30 most reliable terms 48 49 In 1958 Tupes and Raymond Christal began a US Air Force study by taking 37 personality factors and other data found in Cattell s 1947 paper Fiske s 1949 paper and Tupes 1957 paper 50 Through statistical analysis they derived five factors they labeled Surgency Agreeableness Dependability Emotional Stability and Culture 51 52 In addition to the influence of Cattell and Fiske s work they strongly noted the influence of French s 1953 study 51 Tupes and Christal further tested and explained their 1958 work in a 1961 paper 53 11 Warren Norman 54 of the University of Michigan replicated Tupes and Christal s work in 1963 He relabeled Surgency as Extroversion or Surgency and Dependability as Conscientiousness He also found four subordinate scales for each factor 12 Norman s paper was much more read than Tupes and Christal s papers had been Norman s later Oregon Research Institute colleague Lewis Goldberg continued this work 55 In the 4th edition of the 16PF Questionnaire released in 1968 5 global factors derived from the 16 factors were identified Extraversion Independence Anxiety Self control and Tough mindedness 56 16PF advocates have since called these the original Big 5 57 Hiatus in research edit During the 1970s the changing zeitgeist made publication of personality research difficult In his 1968 book Personality and Assessment Walter Mischel asserted that personality instruments could not predict behavior with a correlation of more than 0 3 Social psychologists like Mischel argued that attitudes and behavior were not stable but varied with the situation Predicting behavior from personality instruments was claimed to be impossible by whom Renewed attention edit In 1978 Paul Costa and Robert McCrae of the National Institutes of Health published a book chapter describing their Neuroticism Extroversion Openness NEO model The model was based on the three factors in its name 58 They used Eysenck s concept of Extroversion rather than Carl Jung s 59 Each factor had six facets The authors expanded their explanation of the model in subsequent papers Also in 1978 British psychologist Peter Saville of Brunel University applied statistical analysis to 16PF results and determined that the model could be reduced to five factors Anxiety Extraversion Warmth Imagination and Conscientiousness 60 At a 1980 symposium in Honolulu Lewis Goldberg Naomi Takemoto Chock Andrew Comrey and John M Digman reviewed the available personality instruments of the day 61 In 1981 Digman and Takemoto Chock of the University of Hawaii reanalysed data from Cattell Tupes Norman Fiske and Digman They re affirmed the validity of the five factors naming them Friendly Compliance vs Hostile Non compliance Extraversion vs Introversion Ego Strength vs Emotional Disorganization Will to Achieve and Intellect They also found weak evidence for the existence of a sixth factor Culture 62 Peter Saville and his team included the five factor Pentagon model as part of the Occupational Personality Questionnaires OPQ in 1984 This was the first commercially available Big Five test 63 Its factors are Extroversion Vigorous Methodical Emotional Stability and Abstract 64 This was closely followed by another commercial test the NEO PI three factor personality inventory published by Costa and McCrae in 1985 It used the three NEO factors The methodology employed in constructing the NEO instruments has since been subject to critical scrutiny 65 431 33 Emerging methodologies increasingly confirmed personality theories during the 1980s Though generally failing to predict single instances of behavior researchers found that they could predict patterns of behavior by aggregating large numbers of observations 66 As a result correlations between personality and behavior increased substantially and it became clear that personality did in fact exist 67 In 1992 the NEO PI evolved into the NEO PI R adding the factors Agreeableness and Conscientiousness 55 and becoming a Big Five instrument This set the names for the factors that are now most commonly used The NEO maintainers call their model the Five Factor Model FFM Each NEO personality dimension has six subordinate facets Subsequent developments edit Wim Hofstee at the University of Groningen used a lexical hypothesis approach with the Dutch language to develop what became the International Personality Item Pool in the 1990s Further development in Germany and the United States saw the pool based on three languages Its questions and results have been mapped to various Big Five personality typing models 68 69 Kibeom Lee and Michael Ashton released a book describing their HEXACO model in 2004 70 It adds a sixth factor Honesty Humility to the five which it calls Emotionality Extraversion Agreeableness Conscientiousness and Openness to Experience Each of these factors has four facets In 2007 Colin DeYoung Lena C Quilty and Jordan Peterson concluded that the 10 aspects of the Big Five may have distinct biological substrates 34 This was derived through factor analyses of two data samples with the International Personality Item Pool followed by cross correlation with scores derived from 10 genetic factors identified as underlying the shared variance among the Revised NEO Personality Inventory facets 71 By 2009 personality and social psychologists generally agreed that both personal and situational variables are needed to account for human behavior 72 A FFM associated test was used by Cambridge Analytica and was part of the psychographic profiling 73 controversy during the 2016 US presidential election 74 75 Descriptions of the particular personality traits editOpenness to experience edit Openness to experience is a general appreciation for art emotion adventure unusual ideas imagination curiosity and variety of experience People who are open to experience are intellectually curious open to emotion sensitive to beauty and willing to try new things They tend to be when compared to closed people more creative and more aware of their feelings They are also more likely to hold unconventional beliefs Open people can be perceived as unpredictable or lacking focus and more likely to engage in risky behaviour or drug taking 76 Moreover individuals with high openness are said to pursue self actualisation specifically by seeking out intense euphoric experiences Conversely those with low openness want to be fulfilled by persevering and are characterised as pragmatic and data driven sometimes even perceived to be dogmatic and closed minded Some disagreement remains about how to interpret and contextualise the openness factor as there is a lack of biological support for this particular trait Openness has not shown a significant association with any brain regions as opposed to the other four traits which did when using brain imaging to detect changes in volume associated with each trait 77 Sample items edit I have a rich vocabulary I have a vivid imagination I have excellent ideas I am quick to understand things I use difficult words I spend time reflecting on things I am full of ideas I have difficulty understanding abstract ideas Reversed I am not interested in abstract ideas Reversed I do not have a good imagination Reversed 78 Conscientiousness edit Conscientiousness is a tendency to be self disciplined act dutifully and strive for achievement against measures or outside expectations It is related to people s level of impulse control regulation and direction High conscientiousness is often perceived as being stubborn and focused Low conscientiousness is associated with flexibility and spontaneity but can also appear as sloppiness and lack of reliability 79 High conscientiousness indicates a preference for planned rather than spontaneous behaviour 80 The average level of conscientiousness rises among young adults and then declines among older adults 81 Sample items edit I am always prepared I pay attention to details I get chores done right away I follow a schedule I am exacting in my work I do not like order Reversed I leave my belongings around Reversed I make a mess of things Reversed I often forget to put things back in their proper place Reversed I shirk my duties Reversed 78 Extraversion edit Extraversion is characterised by breadth of activities as opposed to depth surgency from external activities situations and energy creation from external means 82 The trait is marked by pronounced engagement with the external world Extraverts enjoy interacting with people and are often perceived as energetic They tend to be enthusiastic and action oriented They possess high group visibility like to talk and assert themselves Extraverts may appear more dominant in social settings as opposed to introverts in that setting 83 Introverts have lower social engagement and energy levels than extraverts They tend to seem quiet low key deliberate and less involved in the social world Their lack of social involvement should not be interpreted as shyness or depression but as greater independence of their social world than extraverts Introverts need less stimulation and more time alone than extraverts This does not mean that they are unfriendly or antisocial rather they are aloof and reserved in social situations 84 Generally people are a combination of extraversion and introversion with personality psychologist Hans Eysenck suggesting a model by which differences in their brains produce these traits 83 106 Sample items edit I am the life of the party I feel comfortable around people I start conversations I talk to a lot of different people at parties I do not mind being the center of attention I do not talk a lot Reversed I keep in the background Reversed I have little to say Reversed I do not like to draw attention to myself Reversed I am quiet around strangers Reversed 78 Agreeableness edit Agreeableness is the general concern for social harmony Agreeable individuals value getting along with others They are generally considerate kind generous trusting and trustworthy helpful and willing to compromise their interests with others 84 Agreeable people also have an optimistic view of human nature Disagreeable individuals place self interest above getting along with others They are generally unconcerned with others well being and are less likely to extend themselves for other people Sometimes their skepticism about others motives causes them to be suspicious unfriendly and uncooperative 85 Disagreeable people are often competitive or challenging which can be seen as argumentative or untrustworthy 79 Because agreeableness is a social trait research has shown that one s agreeableness positively correlates with the quality of relationships with one s team members Agreeableness also positively predicts transformational leadership skills In a study conducted among 169 participants in leadership positions in a variety of professions individuals were asked to take a personality test and be directly evaluated by supervised subordinates Very agreeable leaders were more likely to be considered transformational rather than transactional Although the relationship was not strong r 0 32 b 0 28 p lt 0 01 it was the strongest of the Big Five traits However the same study could not predict leadership effectiveness as evaluated by the leader s direct supervisor 86 Conversely agreeableness has been found to be negatively related to transactional leadership in the military A study of Asian military units showed that agreeable people are more likely to be poor transactional leaders 87 Therefore with further research organisations may be able to determine an individual s potential for performance based on their personality traits For instance 88 in their journal article Which Personality Attributes Are Most Important in the Workplace Paul Sackett and Philip Walmsley claim that conscientiousness and agreeableness are important to success across many different jobs Sample items edit I am interested in people I sympathise with others feelings I have a soft heart I take time out for others I feel others emotions I make people feel at ease I am not really interested in others Reversed I insult people Reversed I am not interested in other people s problems Reversed I feel little concern for others Reversed 78 Neuroticism edit Neuroticism is the tendency to have strong negative emotions such as anger anxiety or depression 89 It is sometimes called emotional instability or is reversed and referred to as emotional stability According to Hans Eysenck s 1967 theory of personality neuroticism is associated with low tolerance for stress or strongly disliked changes 90 Neuroticism is a classic temperament trait that has been studied in temperament research for decades even before it was adapted by the Five Factor Model 91 Neurotic people are emotionally reactive and vulnerable to stress They are more likely to interpret ordinary situations as threatening They can perceive minor frustrations as hopelessly difficult Their negative emotional reactions tend to stay for unusually long periods of time which means they are often in a bad mood For instance neuroticism is connected to pessimism toward work to certainty that work hinders personal relationships and to higher levels of anxiety from the pressures at work 92 Furthermore neurotic people may display more skin conductance reactivity than calm and composed people 90 93 These problems in emotional regulation can make a neurotic person think less clearly make worse decisions and cope less effectively with stress Being disappointed with one s life achievements can make one more neurotic and increase one s chances of falling into clinical depression Moreover neurotic individuals tend to experience more negative life events 89 94 but neuroticism also changes in response to positive and negative life experiences 89 94 Also neurotic people tend to have worse psychological well being 95 At the other end of the scale less neurotic individuals are less easily upset and are less emotionally reactive They tend to be calm emotionally stable and free from persistent negative feelings Freedom from negative feelings does not mean that low scorers experience a lot of positive feelings that is related to extraversion instead 96 Neuroticism is similar but not identical to being neurotic in the Freudian sense i e neurosis Some psychologists who prefer to call neuroticism by the term emotional instability to differentiate it from the term neurotic in a career test Sample items edit I get stressed out easily I worry about things I am easily disturbed I get upset easily I change my mood a lot I have frequent mood swings I get irritated easily I often feel blue I am relaxed most of the time Reversed I seldom feel blue Reversed 78 Biological and developmental factors editThe factors that influence a personality are called the determinants of personality These factors determine the traits which a person develops in the course of development from a child Temperament and personality edit There are debates between temperament researchers and personality researchers as to whether or not biologically based differences define a concept of temperament or a part of personality The presence of such differences in pre cultural individuals such as animals or young infants suggests that they belong to temperament since personality is a socio cultural concept For this reason developmental psychologists generally interpret individual differences in children as an expression of temperament rather than personality 97 Some researchers argue that temperaments and personality traits are age specific demonstrations of virtually the same internal qualities 98 99 Some believe that early childhood temperaments may become adolescent and adult personality traits as individuals basic genetic characteristics interact with their changing environments to various degrees 97 98 100 Researchers of adult temperament point out that similarly to sex age and mental illness temperament is based on biochemical systems whereas personality is a product of socialisation of an individual possessing these four types of features Temperament interacts with socio cultural factors but similar to sex and age still cannot be controlled or easily changed by these factors 101 102 103 104 Therefore it is suggested that temperament neurochemically based individual differences should be kept as an independent concept for further studies and not be confused with personality culturally based individual differences reflected in the origin of the word persona Lat as a social mask 105 106 Moreover temperament refers to dynamic features of behaviour energetic tempo sensitivity and emotionality related whereas personality is to be considered a psycho social construct comprising the content characteristics of human behaviour such as values attitudes habits preferences personal history self image 102 103 104 Temperament researchers point out that the lack of attention to surviving temperament research by the creators of the Big Five model led to an overlap between its dimensions and dimensions described in multiple temperament models much earlier For example neuroticism reflects the traditional temperament dimension of emotionality studied by Jerome Kagan s group since the 60s Extraversion was also first introduced as a temperament type by Jung from the 20s 104 107 Heritability edit nbsp Personality research often uses twin studies to determine how much heritable and environmental factors contribute to the Big Five personality traits A 1996 behavioural genetics study of twins suggested that heritability and environmental factors both influence all five factors to the same degree 108 Among four twin studies examined in 2003 the mean percentage for heritability was calculated for each personality and it was concluded that heritability influenced the five factors broadly The self report measures were as follows openness to experience was estimated to have a 57 genetic influence extraversion 54 conscientiousness 49 neuroticism 48 and agreeableness 42 109 Non humans edit nbsp The Big 5 personality traits can be seen in chimpanzees The Big Five personality traits have been assessed in some non human species but methodology is debatable In one series of studies human ratings of chimpanzees using the Hominoid Personality Questionnaire revealed factors of extraversion conscientiousness and agreeableness as well as an additional factor of dominance across hundreds of chimpanzees in zoological parks a large naturalistic sanctuary and a research laboratory Neuroticism and openness factors were found in an original zoo sample but were not replicated in a new zoo sample or in other settings perhaps reflecting the design of the CPQ 110 A study review found that markers for the three dimensions extraversion neuroticism and agreeableness were found most consistently across different species followed by openness only chimpanzees showed markers for conscientious behavior 111 A study completed in 2020 concluded that dolphins have some similar personality traits to humans Both are large brained intelligent animals but have evolved separately for millions of years 112 Development during childhood and adolescence edit Research on the Big Five and personality in general has focused primarily on individual differences in adulthood rather than in childhood and adolescence and often include temperament traits 97 98 100 Recently there has been growing recognition of the need to study child and adolescent personality trait development in order to understand how traits develop and change throughout the lifespan 113 Recent studies have begun to explore the developmental origins and trajectories of the Big Five among children and adolescents especially those that relate to temperament 97 98 100 Many researchers have sought to distinguish between personality and temperament 114 Temperament often refers to early behavioral and affective characteristics that are thought to be driven primarily by genes 114 Models of temperament often include four trait dimensions surgency sociability negative emotionality persistence effortful control and activity level 114 Some of these differences in temperament are evident at if not before birth 97 98 For example both parents and researchers recognize that some newborn infants are peaceful and easily soothed while others are comparatively fussy and hard to calm 98 Unlike temperament however many researchers view the development of personality as gradually occurring throughout childhood 114 Contrary to some researchers who question whether children have stable personality traits Big Five or otherwise 115 most researchers contend that there are significant psychological differences between children that are associated with relatively stable distinct and salient behavior patterns 97 98 100 The structure manifestations and development of the Big Five in childhood and adolescence have been studied using a variety of methods including parent and teacher ratings 116 117 118 preadolescent and adolescent self and peer ratings 119 120 121 and observations of parent child interactions 100 Results from these studies support the relative stability of personality traits across the human lifespan at least from preschool age through adulthood 98 100 122 123 More specifically research suggests that four of the Big Five namely Extraversion Neuroticism Conscientiousness and Agreeableness reliably describe personality differences in childhood adolescence and adulthood 98 100 122 123 However some evidence suggests that Openness may not be a fundamental stable part of childhood personality Although some researchers have found that Openness in children and adolescents relates to attributes such as creativity curiosity imagination and intellect 124 many researchers have failed to find distinct individual differences in Openness in childhood and early adolescence 98 100 Potentially Openness may a manifest in unique currently unknown ways in childhood or b may only manifest as children develop socially and cognitively 98 100 Other studies have found evidence for all of the Big Five traits in childhood and adolescence as well as two other child specific traits Irritability and Activity 125 Despite these specific differences the majority of findings suggest that personality traits particularly Extraversion Neuroticism Conscientiousness and Agreeableness are evident in childhood and adolescence and are associated with distinct social emotional patterns of behavior that are largely consistent with adult manifestations of those same personality traits 98 100 122 123 Some researchers have proposed the youth personality trait is best described by six trait dimensions neuroticism extraversion openness to experience agreeableness conscientiousness and activity 126 Despite some preliminary evidence for this Little Six model 114 126 research in this area has been delayed by a lack of available measures Previous research has found evidence that most adults become more agreeable conscientious and less neurotic as they age 127 This has been referred to as the maturation effect 99 Many researchers have sought to investigate how trends in adult personality development compare to trends in youth personality development 126 Two main population level indices have been important in this area of research rank order consistency and mean level consistency Rank order consistency indicates the relative placement of individuals within a group 128 Mean level consistency indicates whether groups increase or decrease on certain traits throughout the lifetime 127 Findings from these studies indicate that consistent with adult personality trends youth personality becomes increasingly more stable in terms of rank order throughout childhood 126 Unlike adult personality research which indicates that people become agreeable conscientious and emotionally stable with age 127 some findings in youth personality research have indicated that mean levels of agreeableness conscientiousness and openness to experience decline from late childhood to late adolescence 126 The disruption hypothesis which proposes that biological social and psychological changes experienced during youth result in temporary dips in maturity has been proposed to explain these findings 114 126 Extraversion positive emotionality edit In Big Five studies extraversion has been associated with surgency 97 Children with high Extraversion are energetic talkative social and dominant with children and adults whereas children with low Extraversion tend to be quiet calm inhibited and submissive to other children and adults 98 Individual differences in Extraversion first manifest in infancy as varying levels of positive emotionality 129 These differences in turn predict social and physical activity during later childhood and may represent or be associated with the behavioral activation system 97 98 In children Extraversion Positive Emotionality includes four sub traits three traits that are similar to the previously described traits of temperament activity sociability shyness 130 91 and the trait of dominance Activity Similarly to findings in temperament research children with high activity tend to have high energy levels and more intense and frequent motor activity compared to their peers 98 116 131 Salient differences in activity reliably manifest in infancy persist through adolescence and fade as motor activity decreases in adulthood 132 or potentially develops into talkativeness 98 133 Dominance Children with high dominance tend to influence the behavior of others particularly their peers to obtain desirable rewards or outcomes 98 134 135 Such children are generally skilled at organizing activities and games 136 and deceiving others by controlling their nonverbal behavior 137 Shyness Children with high shyness are generally socially withdrawn nervous and inhibited around strangers 98 In time such children may become fearful even around known others especially if their peers reject them 98 138 Similar pattern was described in temperament longitudinal studies of shyness 91 Sociability Children with high sociability generally prefer to be with others rather than alone 98 139 During middle childhood the distinction between low sociability and high shyness becomes more pronounced particularly as children gain greater control over how and where they spend their time 98 140 141 Development throughout adulthood edit Many studies of longitudinal data which correlate people s test scores over time and cross sectional data which compare personality levels across different age groups show a high degree of stability in personality traits during adulthood especially Neuroticism that is often regarded as a temperament trait 142 similarly to longitudinal research in temperament for the same traits 91 It is shown that the personality stabilizes for working age individuals within about four years after starting working There is also little evidence that adverse life events can have any significant impact on the personality of individuals 143 More recent research and meta analyses of previous studies however indicate that change occurs in all five traits at various points in the lifespan The new research shows evidence for a maturation effect On average levels of agreeableness and conscientiousness typically increase with time whereas extraversion neuroticism and openness tend to decrease 144 Research has also demonstrated that changes in Big Five personality traits depend on the individual s current stage of development For example levels of agreeableness and conscientiousness demonstrate a negative trend during childhood and early adolescence before trending upwards during late adolescence and into adulthood 113 In addition to these group effects there are individual differences different people demonstrate unique patterns of change at all stages of life 145 In addition some research Fleeson 2001 suggests that the Big Five should not be conceived of as dichotomies such as extraversion vs introversion but as continua Each individual has the capacity to move along each dimension as circumstances social or temporal change He is or she is therefore not simply on one end of each trait dichotomy but is a blend of both exhibiting some characteristics more often than others 146 Research regarding personality with growing age has suggested that as individuals enter their elder years 79 86 those with lower IQ see a raise in extraversion but a decline in conscientiousness and physical well being 147 Group differences editGender differences edit Some cross cultural research has shown some patterns of gender differences on responses to the NEO PI R and the Big Five Inventory 148 149 For example women consistently report higher Neuroticism Agreeableness warmth an extraversion facet and openness to feelings and men often report higher assertiveness a facet of extraversion and openness to ideas as assessed by the NEO PI R 150 A study of gender differences in 55 nations using the Big Five Inventory found that women tended to be somewhat higher than men in neuroticism extraversion agreeableness and conscientiousness The difference in neuroticism was the most prominent and consistent with significant differences found in 49 of the 55 nations surveyed 151 Gender differences in personality traits are largest in prosperous healthy and more gender egalitarian nations The explanation for this as stated by the researchers of a 2001 paper is that actions by women in individualistic egalitarian countries are more likely to be attributed to their personality rather than being attributed to ascribed gender roles within collectivist traditional countries 150 Measured differences in the magnitude of sex differences between more or less developed world regions were caused by the changes in the measured personalities of men not women in these respective regions That is men in highly developed world regions were less neurotic less extraverted less conscientious and less agreeable compared to men in less developed world regions Women on the other hand tended not to differ in personality traits across regions 151 Birth order differences edit Main article Birth order Frank Sulloway argues that firstborns are more conscientious more socially dominant less agreeable and less open to new ideas compared to siblings that were born later Large scale studies using random samples and self report personality tests however have found milder effects than Sulloway claimed or no significant effects of birth order on personality 152 153 A study using the Project Talent data which is a large scale representative survey of American high school students with 272 003 eligible participants found statistically significant but very small effects the average absolute correlation between birth order and personality was 02 of birth order on personality such that firstborns were slightly more conscientious dominant and agreeable while also being less neurotic and less sociable 154 Parental socioeconomic status and participant gender had much larger correlations with personality In 2002 the Journal of Psychology posted a Big Five Personality Trait Difference where researchers explored the relationship between the five factor model and the Universal Diverse Orientation UDO in counselor trainees Thompson R Brossart D and Mivielle A 2002 UDO is known as one social attitude that produces a strong awareness and or acceptance towards the similarities and differences among individuals Miville M Romas J Johnson J and Lon R 2002 The study found that the counselor trainees that are more open to the idea of creative expression a facet of Openness to Experience Openness to Aesthetics among individuals are more likely to work with a diverse group of clients and feel comfortable in their role 155 Cultural differences editMain article Big Five personality traits and culture Individual differences in personality traits are widely understood to be conditioned by cultural context 83 189 Research into the Big Five has been pursued in a variety of languages and cultures such as German 156 Chinese 157 and South Asian 158 159 For example Thompson has claimed to find the Big Five structure across several cultures using an international English language scale 160 Cheung van de Vijver and Leong 2011 suggest however that the Openness factor is particularly unsupported in Asian countries and that a different fifth factor is identified 161 Sopagna Eap et al 2008 found that European American men scored higher than Asian American men on extroversion conscientiousness and openness while Asian American men scored higher than European American men on neuroticism 162 Benet Martinez and Karakitapoglu Aygun 2003 arrived at similar results 163 Recent work has found relationships between Geert Hofstede s cultural factors Individualism Power Distance Masculinity and Uncertainty Avoidance with the average Big Five scores in a country 164 For instance the degree to which a country values individualism correlates with its average extraversion whereas people living in cultures which are accepting of large inequalities in their power structures tend to score somewhat higher on conscientiousness 165 166 A 2017 study has found that countries average personality trait levels are correlated with their political systems Countries with higher average trait Openness tended to have more democratic institutions an association that held even after factoring out other relevant influences such as economic development 167 Attempts to replicate the Big Five have succeeded in some countries but not in others Some research suggests for instance that Hungarians do not have a single agreeableness factor 168 Other researchers have found evidence for agreeableness but not for other factors 169 Health editPersonality and dementia edit Some diseases cause changes in personality For example although gradual memory impairment is the hallmark feature of Alzheimer s disease a systematic review of personality changes in Alzheimer s disease by Robins Wahlin and Byrne published in 2011 found systematic and consistent trait changes mapped to the Big Five The largest change observed was a decrease in conscientiousness The next most significant changes were an increase in Neuroticism and decrease in Extraversion but Openness and Agreeableness were also decreased These changes in personality could assist with early diagnosis 170 A study published in 2023 found that the Big Five personality traits may also influence the quality of life experienced by people with Alzheimer s disease and other dementias post diagnosis In this study people with dementia with lower levels of Neuroticism self reported higher quality of life than those with higher levels of Neuroticism while those with higher levels of the other four traits self reported higher quality of life than those with lower levels of these traits This suggests that as well as assisting with early diagnosis the Big Five personality traits could help identify people with dementia potentially more vulnerable to adverse outcomes and inform personalized care planning and interventions 171 Personality disorders edit Main article Personality disorders As of 2002 update there were over fifty published studies relating the FFM to personality disorders 172 Since that time quite a number of additional studies have expanded on this research base and provided further empirical support for understanding the DSM personality disorders in terms of the FFM domains 173 In her review of the personality disorder literature published in 2007 Lee Anna Clark asserted that the five factor model of personality is widely accepted as representing the higher order structure of both normal and abnormal personality traits 174 However other researchers disagree that this model is widely accepted see the section Critique below and suggest that it simply replicates early temperament research 104 175 Noticeably FFM publications never compare their findings to temperament models even though temperament and mental disorders especially personality disorders are thought to be based on the same neurotransmitter imbalances just to varying degrees 104 176 177 178 The five factor model was claimed to significantly predict all ten personality disorder symptoms and outperform the Minnesota Multiphasic Personality Inventory MMPI in the prediction of borderline avoidant and dependent personality disorder symptoms 179 However most predictions related to an increase in Neuroticism and a decrease in Agreeableness and therefore did not differentiate between the disorders very well 180 Common mental disorders edit nbsp Average deviation of five factor personality profile of heroin users from the population mean 181 N stands for Neuroticism E for Extraversion O for Openness to experience A for Agreeableness and C for Conscientiousness Converging evidence from several nationally representative studies has established three classes of mental disorders which are especially common in the general population Depressive disorders e g major depressive disorder MDD dysthymic disorder 182 anxiety disorders e g generalized anxiety disorder GAD post traumatic stress disorder PTSD panic disorder agoraphobia specific phobia and social phobia 182 and substance use disorders SUDs 183 184 The Five Factor personality profiles of users of different drugs may be different 185 For example the typical profile for heroin users is N O A C displaystyle rm N Uparrow rm O Uparrow rm A Downarrow rm C Downarrow nbsp whereas for ecstasy users the high level of N is not expected but E is higher E O A C displaystyle rm E Uparrow rm O Uparrow rm A Downarrow rm C Downarrow nbsp 185 These common mental disorders CMDs have been empirically linked to the Big Five personality traits neuroticism in particular Numerous studies have found that having high scores of neuroticism significantly increases one s risk for developing a common mental disorder 186 187 A large scale meta analysis n gt 75 000 examining the relationship between all of the Big Five personality traits and common mental disorders found that low conscientiousness yielded consistently strong effects for each common mental disorder examined i e MDD dysthymic disorder GAD PTSD panic disorder agoraphobia social phobia specific phobia and SUD 188 This finding parallels research on physical health which has established that conscientiousness is the strongest personality predictor of reduced mortality and is highly negatively correlated with making poor health choices 189 190 In regards to the other personality domains the meta analysis found that all common mental disorders examined were defined by high neuroticism most exhibited low extraversion only SUD was linked to agreeableness negatively and no disorders were associated with Openness 188 A meta analysis of 59 longitudinal studies showed that high neuroticism predicted the development of anxiety depression substance abuse psychosis schizophrenia and non specific mental distress also after adjustment for baseline symptoms and psychiatric history 191 The personality psychopathology models edit Five major models have been posed to explain the nature of the relationship between personality and mental illness There is currently no single best model as each of them has received at least some empirical support It is also important to note that these models are not mutually exclusive more than one may be operating for a particular individual and various mental disorders may be explained by different models 191 192 The Vulnerability Risk Model According to this model personality contributes to the onset or etiology of various common mental disorders In other words pre existing personality traits either cause the development of CMDs directly or enhance the impact of causal risk factors 188 193 194 195 There is strong support for neuroticism being a robust vulnerability factor 191 The Pathoplasty Model This model proposes that premorbid personality traits impact the expression course severity and or treatment response of a mental disorder 188 194 5 An example of this relationship would be a heightened likelihood of committing suicide in a depressed individual who also has low levels of constraint 194 The Common Cause Model According to the common cause model personality traits are predictive of CMDs because personality and psychopathology have shared genetic and environmental determinants which result in non causal associations between the two constructs 188 193 The Spectrum Model This model proposes that associations between personality and psychopathology are found because these two constructs both occupy a single domain or spectrum and psychopathology is simply a display of the extremes of normal personality function 188 193 194 195 Support for this model is provided by an issue of criterion overlap For instance two of the primary facet scales of neuroticism in the NEO PI R are depression and anxiety Thus the fact that diagnostic criteria for depression anxiety and neuroticism assess the same content increases the correlations between these domains 195 The Scar Model According to the scar model episodes of a mental disorder scar an individual s personality changing it in significant ways from premorbid functioning 188 193 194 195 An example of a scar effect would be a decrease in openness to experience following an episode of PTSD 194 Physical health edit To examine how the Big Five personality traits are related to subjective health outcomes positive and negative mood physical symptoms and general health concern and objective health conditions chronic illness serious illness and physical injuries Jasna Hudek Knezevic and Igor Kardum conducted a study from a sample of 822 healthy volunteers 438 women and 384 men 196 Out of the Big Five personality traits they found neuroticism most related to worse subjective health outcomes and optimistic control to better subjective health outcomes When relating to objective health conditions connections drawn were presented weak except that neuroticism significantly predicted chronic illness whereas optimistic control was more closely related to physical injuries caused by accident 196 Being highly conscientious may add as much as five years to one s life vague 190 The Big Five personality traits also predict positive health outcomes 197 198 In an elderly Japanese sample conscientiousness extraversion and openness were related to lower risk of mortality 199 Higher conscientiousness is associated with lower obesity risk In already obese individuals higher conscientiousness is associated with a higher likelihood of becoming non obese over a five year period 200 Effect of personality traits through life editEducation edit Academic achievement edit Personality plays an important role in academic achievement A study of 308 undergraduates who completed the Five Factor Inventory Processes and reported their GPA suggested that conscientiousness and agreeableness have a positive relationship with all types of learning styles synthesis analysis methodical study fact retention and elaborative processing whereas neuroticism shows an inverse relationship Moreover extraversion and openness were proportional to elaborative processing The Big Five personality traits accounted for 14 of the variance in GPA suggesting that personality traits make some contributions to academic performance Furthermore reflective learning styles synthesis analysis and elaborative processing were able to mediate the relationship between openness and GPA These results indicate that intellectual curiosity significantly enhances academic performance if students combine their scholarly interest with thoughtful information processing 201 A recent study of Israeli high school students found that those in the gifted program systematically scored higher on openness and lower on neuroticism than those not in the gifted program While not a measure of the Big Five gifted students also reported less state anxiety than students not in the gifted program 202 Specific Big Five personality traits predict learning styles in addition to academic success GPA and exam performance are both predicted by conscientiousness neuroticism is negatively related to academic success openness predicts utilizing synthesis analysis and elaborative processing learning styles neuroticism negatively correlates with learning styles in general openness and extraversion both predict all four learning styles 201 Studies conducted on college students have concluded that hope which is linked to agreeableness 203 conscientiousness neuroticism and openness 203 has a positive effect on psychological well being Individuals high in neurotic tendencies are less likely to display hopeful tendencies and are negatively associated with well being 204 Personality can sometimes be flexible and measuring the big five personality for individuals as they enter certain stages of life may predict their educational identity Recent studies have suggested the likelihood of an individual s personality affecting their educational identity 205 Learning styles edit Learning styles have been described as enduring ways of thinking and processing information 201 In 2008 the Association for Psychological Science APS commissioned a report that concludes that no significant evidence exists that learning style assessments should be included in the education system 206 Thus it is premature at best to conclude that the evidence links the Big Five to learning styles or learning styles to learning itself However the APS report also suggested that all existing learning styles have not been exhausted and that there could exist learning styles worthy of being included in educational practices There are studies that conclude that personality and thinking styles may be intertwined in ways that link thinking styles to the Big Five personality traits 207 There is no general consensus on the number or specifications of particular learning styles but there have been many different proposals As one example Schmeck Ribich and Ramanaiah 1997 defined four types of learning styles 208 synthesis analysis methodical study fact retention elaborative processing When all four facets are implicated within the classroom they will each likely improve academic achievement 201 This model asserts that students develop either agentic shallow processing or reflective deep processing Deep processors are more often found to be more conscientious intellectually open and extraverted than shallow processors Deep processing is associated with appropriate study methods methodical study and a stronger ability to analyze information synthesis analysis whereas shallow processors prefer structured fact retention learning styles and are better suited for elaborative processing 201 The main functions of these four specific learning styles are as follows Name Function Synthesis analysis processing information forming categories and organizing them into hierarchies This is the only one of the learning styles that has explained a significant impact on academic performance 201 Methodical study methodical behavior while completing academic assignments Fact retention focusing on the actual result instead of understanding the logic behind something Elaborative processing connecting and applying new ideas to existing knowledge Openness has been linked to learning styles that often lead to academic success and higher grades like synthesis analysis and methodical study Because conscientiousness and openness have been shown to predict all four learning styles it suggests that individuals who possess characteristics like discipline determination and curiosity are more likely to engage in all of the above learning styles 201 According to the research carried out by Komarraju Karau Schmeck amp Avdic 2011 conscientiousness and agreeableness are positively related with all four learning styles whereas neuroticism was negatively related with those four Furthermore extraversion and openness were only positively related to elaborative processing and openness itself correlated with higher academic achievement 201 In addition a previous study by psychologist Mikael Jensen has shown relationships between the Big Five personality traits learning and academic achievement According to Jensen all personality traits except neuroticism are associated with learning goals and motivation Openness and conscientiousness influence individuals to learn to a high degree unrecognized while extraversion and agreeableness have similar effects 209 Conscientiousness and neuroticism also influence individuals to perform well in front of others for a sense of credit and reward while agreeableness forces individuals to avoid this strategy of learning 209 Jensen s study concludes that individuals who score high on the agreeableness trait will likely learn just to perform well in front of others 209 Besides openness all Big Five personality traits helped predict the educational identity of students Based on these findings scientists are beginning to see that the Big Five traits might have a large influence of on academic motivation that leads to predicting a student s academic performance 205 Some authors suggested that Big Five personality traits combined with learning styles can help predict some variations in the academic performance and the academic motivation of an individual which can then influence their academic achievements 210 This may be seen because individual differences in personality represent stable approaches to information processing For instance conscientiousness has consistently emerged as a stable predictor of success in exam performance largely because conscientious students experience fewer study delays 205 Conscientiousness shows a positive association with the four learning styles because students with high levels of conscientiousness develop focused learning strategies and appear to be more disciplined and achievement oriented Personality and learning styles are both likely to play significant roles in influencing academic achievement College students 308 undergraduates completed the Five Factor Inventory and the Inventory of Learning Processes and reported their grade point average Two of the Big Five traits conscientiousness and agreeableness were positively related with all four learning styles synthesis analysis methodical study fact retention and elaborative processing whereas neuroticism was negatively related with all four learning styles In addition extraversion and openness were positively related with elaborative processing The Big Five together explained 14 of the variance in grade point average GPA and learning styles explained an additional 3 suggesting that both personality traits and learning styles contribute to academic performance Further the relationship between openness and GPA was mediated by reflective learning styles synthesis analysis and elaborative processing These latter results suggest that being intellectually curious fully enhances academic performance when students combine this scholarly interest with thoughtful information processing Implications of these results are discussed in the context of teaching techniques and curriculum design M Komarraju 201 Distance Learning edit When the relationship between the five factor personality traits and academic achievement in distance education settings was examined in brief the openness personality trait was found to be the most important variable that has a positive relationship with academic achievement in distance education environments In addition it was found that self discipline extraversion and adaptability personality traits are generally in a positive relationship with academic achievement The most important personality trait that has a negative relationship with academic achievement has emerged as neuroticism The results generally show that individuals who are organized planned determined who are oriented to new ideas and independent thinking have increased success in distance education environments On the other hand it can be said that individuals with anxiety and stress tendencies generally have lower academic success 211 212 213 Employment edit Occupation and personality fit edit nbsp The Vocations Map many people in the same role share similar personality traits Researchers have long suggested that work is more likely to be fulfilling to the individual and beneficial to society when there is alignment between the person and their occupation 214 For instance software programmers and scientists were generally more open to experiencing a variety of new activities were intellectually curious tended to think in symbols and abstractions and found repetition boring 215 Work success edit nbsp Controversy exists as to whether or not the Big 5 personality traits are correlated with success in the workplace It is believed that the Big Five traits are predictors of future performance outcomes to varying degrees Specific facets of the Big Five traits are also thought to be indicators of success in the workplace and each individual facet can give a more precise indication as to the nature of a person Different traits facets are needed for different occupations Various facets of the Big Five traits can predict the success of people in different environments The estimated levels of an individual s success in jobs that require public speaking versus one on one interactions will differ according to whether that person has particular traits facets 33 Job outcome measures include job and training proficiency and personnel data 216 However research demonstrating such prediction has been criticized in part because of the apparently low correlation coefficients characterizing the relationship between personality and job performance In a 2007 article states The problem with personality tests is that the validity of personality measures as predictors of job performance is often disappointingly low The argument for using personality tests to predict performance does not strike me as convincing in the first place 217 Such criticisms were put forward by Walter Mischel 218 whose publication caused a two decades long crisis in personality psychometrics However later work demonstrated that the correlations obtained by psychometric personality researchers were actually very respectable by comparative standards 219 and that the economic value of even incremental increases in prediction accuracy was exceptionally large given the vast difference in performance by those who occupy complex job positions 220 Research has suggested that individuals who are considered leaders typically exhibit lower amounts of neurotic traits maintain higher levels of openness balanced levels of conscientiousness and balanced levels of extraversion 221 222 223 Further studies have linked professional burnout to neuroticism and extraversion to enduring positive work experience 224 Studies have linked national innovation leadership and ideation to openness to experience and conscientiousness 225 Occupational self efficacy has also been shown to be positively correlated with conscientiousness and negatively correlated with neuroticism 222 Some research has also suggested that the conscientiousness of a supervisor is positively associated with an employee s perception of abusive supervision 226 Others have suggested that low agreeableness and high neuroticism are traits more related to abusive supervision 227 Openness is positively related to proactivity at the individual and the organizational levels and is negatively related to team and organizational proficiency These effects were found to be completely independent of one another This is also counter conscientious and has a negative correlation to Conscientiousness 228 Agreeableness is negatively related to individual task proactivity Typically this is associated with lower career success and being less able to cope with conflict However there are benefits to the Agreeableness personality trait including higher subjective well being more positive interpersonal interactions and helping behavior lower conflict lower deviance and turnover 228 Furthermore attributes related to Agreeableness are important for workforce readiness for a variety of occupations and performance criteria 229 esearch has suggested that those who are high in agreeableness are not as successful in accumulating income 230 Extraversion results in greater leadership emergence and effectiveness as well as higher job and life satisfaction However extraversion can lead to more impulsive behaviors more accidents and lower performance in certain jobs 228 Conscientiousness is highly predictive of job performance in general 88 and is positively related to all forms of work role performance including job performance and job satisfaction greater leadership effectiveness lower turnover and deviant behaviors However this personality trait is associated with reduced adaptability lower learning in initial stages of skill acquisition and more interpersonally abrasiveness when also low in agreeableness 228 Neuroticism is negatively related to all forms of work role performance This increases the chance of engaging in risky behaviors 231 228 Two theories have been integrated in an attempt to account for these differences in work role performance Trait activation theory posits that within a person trait levels predict future behavior that trait levels differ between people and that work related cues activate traits which leads to work relevant behaviors Role theory suggests that role senders provide cues to elicit desired behaviors In this context role senders provide workers with cues for expected behaviors which in turn activates personality traits and work relevant behaviors In essence expectations of the role sender lead to different behavioral outcomes depending on the trait levels of individual workers and because people differ in trait levels responses to these cues will not be universal 231 Romantic relationships edit The Big Five model of personality was used for attempts to predict satisfaction in romantic relationships relationship quality in dating engaged and married couples 232 Political identification edit The Big Five Personality Model also has applications in the study of political psychology Studies have been finding links between the big five personality traits and political identification It has been found by several studies that individuals who score high in Conscientiousness are more likely to possess a right wing political identification 233 234 235 On the opposite end of the spectrum a strong correlation was identified between high scores in Openness to Experience and a left leaning ideology 233 236 237 While the traits of agreeableness extraversion and neuroticism have not been consistently linked to either conservative or liberal ideology with studies producing mixed results such traits are promising when analyzing the strength of an individual s party identification 236 237 However correlations between the Big Five and political beliefs while present tend to be small with one study finding correlations ranged from 0 14 to 0 24 238 Scope of predictive power edit The predictive effects of the Big Five personality traits relate mostly to social functioning and rules driven behavior and are not very specific for prediction of particular aspects of behavior For example it was noted by all temperament researchers that high neuroticism precedes the development of all common mental disorders 191 and is not associated with personality 105 Further evidence is required to fully uncover the nature and differences between personality traits temperament and life outcomes Social and contextual parameters also play a role in outcomes and the interaction between the two is not yet fully understood 239 Religiosity edit Though the effect sizes are small Of the Big Five personality traits high Agreeableness Conscientiousness and Extraversion relate to general religiosity while Openness relate negatively to religious fundamentalism and positively to spirituality High Neuroticism may be related to extrinsic religiosity whereas intrinsic religiosity and spirituality reflect Emotional Stability 240 Measurements editSeveral measures of the Big Five exist International Personality Item Pool IPIP 241 NEO PI R The Ten Item Personality Inventory TIPI and the Five Item Personality Inventory FIPI are very abbreviated rating forms of the Big Five personality traits 242 Self descriptive sentence questionnaires 169 Lexical questionnaires 243 Self report questionnaires 244 Relative scored Big 5 measure 245 The most frequently used measures of the Big Five comprise either items that are self descriptive sentences 169 or in the case of lexical measures items that are single adjectives 243 Due to the length of sentence based and some lexical measures short forms have been developed and validated for use in applied research settings where questionnaire space and respondent time are limited such as the 40 item balanced International English Big Five Mini Markers 160 or a very brief 10 item measure of the Big Five domains 246 Research has suggested that some methodologies in administering personality tests are inadequate in length and provide insufficient detail to truly evaluate personality Usually longer more detailed questions will give a more accurate portrayal of personality 247 The five factor structure has been replicated in peer reports 248 However many of the substantive findings rely on self reports Much of the evidence on the measures of the Big 5 relies on self report questionnaires which makes self report bias and falsification of responses difficult to deal with and account for 244 It has been argued that the Big Five tests do not create an accurate personality profile because the responses given on these tests are not true in all cases and can be falsified 249 For example questionnaires are answered by potential employees who might choose answers that paint them in the best light 250 Research suggests that a relative scored Big Five measure in which respondents had to make repeated choices between equally desirable personality descriptors may be a potential alternative to traditional Big Five measures in accurately assessing personality traits especially when lying or biased responding is present 245 When compared with a traditional Big Five measure for its ability to predict GPA and creative achievement under both normal and fake good bias response conditions the relative scored measure significantly and consistently predicted these outcomes under both conditions however the Likert questionnaire lost its predictive ability in the faking condition Thus the relative scored measure proved to be less affected by biased responding than the Likert measure of the Big Five Andrew H Schwartz analyzed 700 million words phrases and topic instances collected from the Facebook messages of 75 000 volunteers who also took standard personality tests and found striking variations in language with personality gender and age 251 Critique editThe proposed Big Five model has been subjected to considerable critical scrutiny in a number of published studies 252 253 254 255 256 257 65 258 105 One prominent critic of the model has been Jack Block at the University of California Berkeley In response to Block the model was defended in a paper published by Costa and McCrae 259 This was followed by a number of published critical replies from Block 260 261 262 It has been argued that there are limitations to the scope of the Big Five model as an explanatory or predictive theory 65 258 It has also been argued that measures of the Big Five account for only 56 of the normal personality trait sphere alone not even considering the abnormal personality trait sphere 65 Also the static Big Five 263 is not theory driven it is merely a statistically driven investigation of certain descriptors that tend to cluster together often based on less than optimal factor analytic procedures 65 431 33 105 Measures of the Big Five constructs appear to show some consistency in interviews self descriptions and observations and this static five factor structure seems to be found across a wide range of participants of different ages and cultures 264 However while genotypic temperament trait dimensions might appear across different cultures the phenotypic expression of personality traits differs profoundly across different cultures as a function of the different socio cultural conditioning and experiential learning that takes place within different cultural settings 265 Moreover the fact that the Big Five model was based on lexical hypothesis i e on the verbal descriptors of individual differences indicated strong methodological flaws in this model especially related to its main factors Extraversion and Neuroticism First there is a natural pro social bias of language in people s verbal evaluations After all language is an invention of group dynamics that was developed to facilitate socialization and the exchange of information and to synchronize group activity This social function of language therefore creates a sociability bias in verbal descriptors of human behavior there are more words related to social than physical or even mental aspects of behavior The sheer number of such descriptors will cause them to group into the largest factor in any language and such grouping has nothing to do with the way that core systems of individual differences are set up Second there is also a negativity bias in emotionality i e most emotions have negative affectivity and there are more words in language to describe negative rather than positive emotions Such asymmetry in emotional valence creates another bias in language Experiments using the lexical hypothesis approach indeed demonstrated that the use of lexical material skews the resulting dimensionality according to a sociability bias of language and a negativity bias of emotionality grouping all evaluations around these two dimensions 256 This means that the two largest dimensions in the Big Five model might be just an artifact of the lexical approach that this model employed Limited scope edit One common criticism is that the Big Five does not explain all of human personality Some psychologists have dissented from the model precisely because they feel it neglects other domains of personality such as religiosity manipulativeness machiavellianism honesty sexiness seductiveness thriftiness conservativeness masculinity femininity snobbishness egotism sense of humour and risk taking thrill seeking 257 266 Dan P McAdams has called the Big Five a psychology of the stranger because they refer to traits that are relatively easy to observe in a stranger other aspects of personality that are more privately held or more context dependent are excluded from the Big Five 267 There may be debate as to what counts as personality and what does not and the nature of the questions in the survey greatly influence outcome Multiple particularly broad question databases have failed to produce the Big Five as the top five traits 268 In many studies the five factors are not fully orthogonal to one another that is the five factors are not independent 269 270 Orthogonality is viewed as desirable by some researchers because it minimizes redundancy between the dimensions This is particularly important when the goal of a study is to provide a comprehensive description of personality with as few variables as possible Methodological issues edit Factor analysis the statistical method used to identify the dimensional structure of observed variables lacks a universally recognized basis for choosing among solutions with different numbers of factors 271 A five factor solution depends on some degree of interpretation by the analyst A larger number of factors may underlie these five factors This has led to disputes about the true number of factors Big Five proponents have responded that although other solutions may be viable in a single data set only the five factor structure consistently replicates across different studies 272 Surveys in studies are often online surveys of college students Results do not always replicate when run on other populations or in other languages 273 Moreover the factor analysis that this model is based on is a linear method incapable of capturing nonlinear feedback and contingent relationships between core systems of individual differences 256 Theoretical status edit A frequent criticism is that the Big Five is not based on any underlying theory it is merely an empirical finding that certain descriptors cluster together under factor analysis 271 Although this does not mean that these five factors do not exist the underlying causes behind them are unknown Jack Block s final published work before his death in January 2010 drew together his lifetime perspective on the five factor model 274 He summarized his critique of the model in terms of the atheoretical nature of the five factors their cloudy measurement the model s inappropriateness for studying early childhood the use of factor analysis as the exclusive paradigm for conceptualizing personality the continuing non consensual understandings of the five factors the existence of unrecognized but successful efforts to specify aspects of character not subsumed by the five factors He went on to suggest that repeatedly observed higher order factors hierarchically above the proclaimed Big Five personality traits may promise deeper biological understanding of the origins and implications of these superfactors Evidence for six factors rather than five edit It has been noted that even though early lexical studies in the English language indicated five large groups of personality traits more recent and more comprehensive cross language studies have provided evidence for six large groups rather than five 275 with the sixth factor being Honesty Humility These six groups form the basis of the HEXACO model of personality structure Based on these findings it has been suggested that the Big Five system should be replaced by HEXACO or revised to better align with lexical evidence 276 See also editCore self evaluations Dark triad DISC assessment Facet Genomics of personality traits Goal orientation HEXACO model of personality structure Moral foundations theory Myers Briggs Type Indicator Personality psychology Szondi test Trait theoryReferences edit Roccas Sonia Sagiv Lilach Schwartz Shalom H Knafo Ariel 2002 The Big Five Personality Factors and Personal Values Personality and Social Psychology Bulletin 28 6 789 801 doi 10 1177 0146167202289008 S2CID 144611052 Goldberg LR January 1993 The structure of phenotypic personality traits American Psychologist 48 1 26 34 doi 10 1037 0003 066x 48 1 26 PMID 8427480 S2CID 20595956 Costa PT McCrae RR 1992 Revised NEO Personality Inventory NEO PI R and NEO Five Factor Inventory NEO FFI manual Odessa Florida Psychological Assessment Resources Matthews G Deary IJ Whiteman MC 2003 Personality Traits PDF 2nd ed Cambridge University Press ISBN 978 0 521 83107 9 Archived from the original PDF on 2014 12 05 a b De Bolle M Beyers W De Clercq B De Fruyt F November 2012 General personality and psychopathology in referred and nonreferred children and adolescents an investigation of continuity pathoplasty and complication models Journal of Abnormal Psychology 121 4 958 70 doi 10 1037 a0027742 PMID 22448741 S2CID 33228527 Poropat AE March 2009 A meta analysis of the five factor model of personality and academic performance Psychological Bulletin 135 2 322 38 doi 10 1037 a0014996 hdl 10072 30324 PMID 19254083 Digman JM 1990 Personality structure Emergence of the five factor model Annual Review of Psychology 41 417 40 doi 10 1146 annurev ps 41 020190 002221 a b Shrout PE Fiske ST 1995 Personality research methods and theory Psychology Press Allport GW Odbert HS 1936 Trait names A psycholexical study Psychological Monographs 47 211 doi 10 1037 h0093360 a b Bagby RM Marshall MB Georgiades S February 2005 Dimensional personality traits and the prediction of DSM IV personality disorder symptom counts in a nonclinical sample Journal of Personality Disorders 19 1 53 67 doi 10 1521 pedi 19 1 53 62180 PMID 15899720 a b Tupes EC Christal RE 1961 Recurrent personality factors based on trait ratings USAF ASD Tech Rep 60 61 97 225 51 doi 10 1111 j 1467 6494 1992 tb00973 x PMID 1635043 a b Norman WT June 1963 Toward an adequate taxonomy of personality attributes replicated factors structure in peer nomination personality ratings Journal of Abnormal and Social Psychology 66 6 574 83 doi 10 1037 h0040291 PMID 13938947 Goldberg LR January 1993 The structure of phenotypic personality traits The American Psychologist 48 1 26 34 doi 10 1037 0003 066X 48 1 26 PMID 8427480 S2CID 20595956 O Connor BP June 2002 A quantitative review of the comprehensiveness of the five factor model in relation to popular personality inventories Assessment 9 2 188 203 doi 10 1177 1073191102092010 PMID 12066834 S2CID 145580837 Goldberg LR 1982 From Ace to Zombie Some explorations in the language of personality In Spielberger CD Butcher JN eds Advances in personality assessment Vol 1 Hillsdale NJ Erlbaum pp 201 34 Norman WT Goldberg LR 1966 Raters ratees and randomness in personality structure Journal of Personality and Social Psychology 4 6 681 91 doi 10 1037 h0024002 Peabody D Goldberg LR September 1989 Some determinants of factor structures from personality trait descriptors Journal of Personality and Social Psychology 57 3 552 67 doi 10 1037 0022 3514 57 3 552 PMID 2778639 Saucier G Goldberg LR 1996 The language of personality Lexical perspectives on the five factor model In Wiggins JS ed The five factor model of personality Theoretical perspectives New York Guilford page needed Digman JM June 1989 Five robust trait dimensions development stability and utility Journal of Personality 57 2 195 214 doi 10 1111 j 1467 6494 1989 tb00480 x PMID 2671337 Karson S O Dell JW 1976 A guide to the clinical use of the 16PF Report Champaign IL Institute for Personality amp Ability Testing Krug SE Johns EF 1986 A large scale cross validation of second order personality structure defined by the 16PF Psychological Reports 59 2 683 93 doi 10 2466 pr0 1986 59 2 683 S2CID 145610003 Cattell HE Mead AD 2007 The 16 Personality Factor Questionnaire 16PF In Boyle GJ Matthews G Saklofske DH eds Handbook of personality theory and testing Volume 2 Personality measurement and assessment London Sage page needed Costa PT McCrae RR September 1976 Age differences in personality structure a cluster analytic approach Journal of Gerontology 31 5 564 70 doi 10 1093 geronj 31 5 564 PMID 950450 Costa PT McCrae RR 1985 The NEO Personality Inventory manual Odessa FL Psychological Assessment Resources McCrae RR Costa PT January 1987 Validation of the five factor model of personality across instruments and observers Journal of Personality and Social Psychology 52 1 81 90 doi 10 1037 0022 3514 52 1 81 PMID 3820081 S2CID 7893185 McCrae RR John OP June 1992 An introduction to the five factor model and its applications Journal of Personality 60 2 175 215 CiteSeerX 10 1 1 470 4858 doi 10 1111 j 1467 6494 1992 tb00970 x PMID 1635039 S2CID 10596836 International Personality Item Pool IPIP The Society for Judgment and Decision Making Goldberg LR Johnson JA Eber HW Hogan R Ashton MC Cloninger CR Gough HG February 2006 The international personality item pool and the future of public domain personality measures Journal of Research in Personality 40 1 84 96 doi 10 1016 j jrp 2005 08 007 S2CID 13274640 Conn S Rieke M 1994 The 16PF Fifth Edition technical manual Champaign IL Institute for Personality amp Ability Testing Cattell HE 1996 The original big five A historical perspective European Review of Applied Psychology 46 5 14 Grucza RA Goldberg LR October 2007 The comparative validity of 11 modern personality inventories predictions of behavioral acts informant reports and clinical indicators Journal of Personality Assessment 89 2 167 87 doi 10 1080 00223890701468568 PMID 17764394 S2CID 42394327 Mershon B Gorsuch RL 1988 Number of factors in the personality sphere does increase in factors increase predictability of real life criteria Journal of Personality and Social Psychology 55 4 675 80 doi 10 1037 0022 3514 55 4 675 a b Paunonen SV Ashton MS 2001 Big Five factors and facets and the prediction of behavior Journal of Personality amp Social Psychology 81 3 524 39 doi 10 1037 0022 3514 81 3 524 PMID 11554651 a b c Deyoung C G Quilty L C Peterson J B 2007 Between Facets and Domains 10 Aspects of the Big Five Journal of Personality and Social Psychology 93 5 880 896 CiteSeerX 10 1 1 513 2517 doi 10 1037 0022 3514 93 5 880 PMID 17983306 S2CID 8261816 Allport GW Odbert HS 1936 Trait names A psycholexical study Psychological Monographs 47 211 doi 10 1037 h0093360 Cattell Raymond B October 1943 The description of personality basic traits resolved into clusters The Journal of Abnormal and Social Psychology 38 4 476 506 doi 10 1037 h0054116 ISSN 0096 851X Cattell Raymond B 1945 The Description of Personality Principles and Findings in a Factor Analysis The American Journal of Psychology 58 1 69 90 doi 10 2307 1417576 JSTOR 1417576 Cattell Raymond B 1947 09 01 Confirmation and clarification of primary personality factors Psychometrika 12 3 197 220 doi 10 1007 BF02289253 ISSN 1860 0980 PMID 20260610 S2CID 28667497 Cattell Raymond B July 1948 The primary personality factors in women compared with those in men British Journal of Statistical Psychology 1 2 114 130 doi 10 1111 j 2044 8317 1948 tb00231 x h j eysenck 1950 dimensions of personality Internet Archive routledge amp kegan paul limited Fiske Donald W July 1949 Consistency of the factorial structures of personality ratings from different sources The Journal of Abnormal and Social Psychology 44 3 329 344 doi 10 1037 h0057198 ISSN 0096 851X PMID 18146776 Cattell R B 1973 Personality and mood by questionnaire San Francisco Jossey Bass page needed Cattell R B 1957 Personality and motivation structure and measurement New York World Book Cattell H B 1989 The 16PF Personality In Depth Champaign IL Institute for Personality and Ability Testing Inc Linn Robert L 1996 In Memoriam Maurice M Tatsuoka 1922 1996 Journal of Educational Measurement 33 2 125 127 doi 10 1111 j 1745 3984 1996 tb00484 x ISSN 0022 0655 JSTOR 1435178 https www legis ga gov api legislation document 20152016 161898 bare URL French John W March 1953 The Description of Personality Measurements in Terms of Rotated Factors Institute of Educational Sciences ERIC ED079418 a href Template Cite journal html title Template Cite journal cite journal a Cite journal requires journal help Tupes Ernest C 1957 Relationships between behavior trait ratings by peers and later officer performance of USAF Officer Candidate School graduates PsycEXTRA Dataset doi 10 1037 e522552009 001 Retrieved 2023 02 10 AFPTRC TN Air Force Personnel amp Training Research Center Lackland Air Force Base 1957 A Memorium to Raymond E Christal PsycEXTRA Dataset 1995 doi 10 1037 e568692011 006 Retrieved 2023 02 10 a b Tupes Ernest C Christal Raymond C 1958 Stability of Personality Trait Rating Factors Obtained Under Diverse Conditions Personnel Laboratory Wright Air Development Center Air Research and Development Command United States Air Force Christal Raymond E June 1992 Author s Note on Recurrent Personality Factors Based on Trait Ratings Journal of Personality 60 2 221 224 doi 10 1111 j 1467 6494 1992 tb00972 x ISSN 0022 3506 PMID 1635042 Tupes Ernest C Christal Raymond E May 1961 Recurrent Personality Factors Based on Trait Ratings Aeronautical Systems Division Technical Reports and Technical Notes 26 2 Goldberg Lewis R 1998 12 01 Warren T Norman 1930 1998 An Appreciation Journal of Research in Personality 32 4 391 396 doi 10 1006 jrpe 1998 2224 ISSN 0092 6566 a b Finding Scales to Measure Particular Personality Constructs ipip ori org Retrieved 2023 02 11 Richard Miller APA PsycNet psycnet apa org Retrieved 2023 02 12 Costa Paul T McCrae Robert R 1978 Objective Personality Assessment In Storandt Martha Siegler Ilene C Elias Merrill F eds The Clinical Psychology of Aging Boston MA Springer US pp 119 143 doi 10 1007 978 1 4684 3342 5 5 ISBN 978 1 4684 3342 5 McCrae Robert R Costa Paul T December 1980 Openness to experience and ego level in Loevinger s Sentence Completion Test Dispositional contributions to developmental models of personality Journal of Personality and Social Psychology 39 6 1179 1190 doi 10 1037 h0077727 ISSN 1939 1315 Saville Peter 1978 A critical analysis of Cattell s model of personality Thesis thesis Brunel University School of Sport and Education PhD Theses Goldberg LR May 1980 Some ruminations about the structure of individual differences Developing a common lexicon for the major characteristics of human personality Symposium presentation at the meeting of the Western Psychological Association Report Honolulu HI page needed Digman John M Takemoto Chock Naomi K 1981 04 01 Factors In The Natural Language Of Personality Re Analysis Comparison And Interpretation Of Six Major Studies Multivariate Behavioral Research 16 2 149 170 doi 10 1207 s15327906mbr1602 2 ISSN 0027 3171 PMID 26825420 Society August 2012 BPS Retrieved 2023 02 11 Stanton N A Mathews G Graham N C Brimelow C 1991 01 01 The Opq and the Big Five Journal of Managerial Psychology 6 1 25 27 doi 10 1108 02683949110140750 ISSN 0268 3946 a b c d e Boyle GJ Stankov L Cattell RB 1995 Measurement and statistical models in the study of personality and intelligence In Saklofske DH Zeidner M eds International Handbook of Personality and Intelligence pp 417 46 ISBN missing Epstein S O Brien EJ November 1985 The person situation debate in historical and current perspective Psychological Bulletin 98 3 513 37 doi 10 1037 0033 2909 98 3 513 PMID 4080897 Kenrick DT Funder DC January 1988 Profiting from controversy Lessons from the person situation debate The American Psychologist 43 1 23 34 doi 10 1037 0003 066x 43 1 23 PMID 3279875 History of the IPIP ipip ori org Retrieved 2023 02 11 Goldberg Lewis R Johnson John A Eber Herbert W Hogan Robert Ashton Michael C Cloninger C Robert Gough Harrison G 2006 The international personality item pool and the future of public domain personality measures PDF Journal of Research in Personality 40 84 96 doi 10 1016 j jrp 2005 08 007 S2CID 13274640 via Elsevier The HEXACO Personality Inventory Revised hexaco org Retrieved 2023 02 11 Jang KL 2002 The revised NEO personality inventory NEO PI R The SAGE Handbook of Personality Theory and Assessment 2 223 257 via Researchgate Lucas RE Donnellan MB 2009 If the person situation debate is really over why does it still generate so much negative affect Journal of Research in Personality 43 3 146 49 doi 10 1016 j jrp 2009 02 009 Alexander Nix 2017 03 03 From Mad Men to Math Men Freud Online Retrieved 2022 10 23 About Us Cambridge Analytica Archived from the original on 16 February 2016 Retrieved 27 December 2015 Sellers FS 19 October 2015 Cruz campaign paid 750 000 to psychographic profiling company The Washington Post Retrieved 7 February 2016 Ambridge B 2014 Psy Q You know your IQ now test your psychological intelligence Profile p 11 ISBN 978 1 78283 023 8 via Google Books DeYoung Colin G Hirsh Jacob B Shane Matthew S Papademetris Xenophon Rajeevan Nallakkandi Gray Jeremy R 2010 Testing Predictions From Personality Neuroscience Brain Structure and the Big Five Psychological Science 21 6 820 828 doi 10 1177 0956797610370159 ISSN 0956 7976 JSTOR 41062296 PMC 3049165 PMID 20435951 a b c d e The 50 item IPIP representation of the Goldberg 1992 markers for the Big Five structure at ipip ori org a b Toegel G Barsoux JL 2012 How to become a better leader MIT Sloan Management Review 53 3 51 60 Costa PT McCrae RR 1992 Neo PI R professional manual Odessa FL Psychological Assessment Resources page needed ISBN missing Research Reports on Science from Michigan State University Provide New Insights Science Letter Gale Student Resource in Context Retrieved 4 April 2012 Laney MO 2002 The Introvert Advantage Canada Thomas Allen amp Son Limited pp 28 35 ISBN 978 0 7611 2369 9 a b c Friedman H Schustack M 2016 Personality Classic Theories and Modern Research Sixth ed Pearson Education Inc ISBN 978 0 205 99793 0 page needed a b Rothmann S Coetzer EP 24 October 2003 The big five personality dimensions and job performance SA Journal of Industrial Psychology 29 doi 10 4102 sajip v29i1 88 Bartneck C Van der Hoek M Mubin O Al Mahmud A March 2007 Daisy daisy give me your answer do switching off a robot Eindhoven Netherlands Dept of Ind Design Eindhoven Univ of Technol pp 217 22 Retrieved 6 February 2013 Judge TA Bono JE October 2000 Five factor model of personality and transformational leadership The Journal of Applied Psychology 85 5 751 65 doi 10 1037 0021 9010 85 5 751 PMID 11055147 Lim BC Ployhart RE August 2004 Transformational leadership relations to the five factor model and team performance in typical and maximum contexts The Journal of Applied Psychology 89 4 610 21 doi 10 1037 0021 9010 89 4 610 PMID 15327348 a b Sackett PR Walmsley PT 2014 Which Personality Attributes Are Most Important in the Workplace Perspectives on Psychological Science 9 5 538 51 doi 10 1177 1745691614543972 PMID 26186756 S2CID 21245818 a b c Jeronimus BF Riese H Sanderman R Ormel J October 2014 Mutual reinforcement between neuroticism and life experiences a five wave 16 year study to test reciprocal causation Journal of Personality and Social Psychology 107 4 751 64 doi 10 1037 a0037009 PMID 25111305 a b Norris CJ Larsen JT Cacioppo JT September 2007 Neuroticism is associated with larger and more prolonged electrodermal responses to emotionally evocative pictures PDF Psychophysiology 44 5 823 26 doi 10 1111 j 1469 8986 2007 00551 x PMID 17596178 a b c d Kagan J Snidman N 2009 The Long Shadow of Temperament Cambridge MA Harvard University Press ISBN missing page needed Fiske ST Gilbert DT Lindzey G 2009 Handbook of Social Psychology Hoboken NJ Wiley ISBN missing page needed Reynaud E El Khoury Malhame M Rossier J Blin O Khalfa S 2012 Neuroticism modifies psycho physiological responses to fearful films PLOS ONE 7 3 e32413 Bibcode 2012PLoSO 732413R doi 10 1371 journal pone 0032413 PMC 3316522 PMID 22479326 a b Jeronimus BF Ormel J Aleman A Penninx BW Riese H November 2013 Negative and positive life events are associated with small but lasting change in neuroticism Psychological Medicine 43 11 2403 15 doi 10 1017 s0033291713000159 PMID 23410535 S2CID 43717734 Dwan T Ownsworth T 2019 The Big Five personality factors and psychological well being following stroke a systematic review Disability and Rehabilitation 41 10 1119 30 doi 10 1080 09638288 2017 1419382 PMID 29272953 S2CID 7300458 Dolan SL 2006 Stress Self Esteem Health and Work p 76 ISBN missing a b c d e f g h Rothbart MK Ahadi SA Evans DE 2000 Temperament and personality Origins and outcomes Journal of Personality and Social Psychology 78 1 122 35 doi 10 1037 0022 3514 78 1 122 PMID 10653510 a b c d e f g h i j k l m n o p q r s t u Shiner R Caspi A January 2003 Personality differences in childhood and adolescence measurement development and consequences Journal of Child Psychology and Psychiatry and Allied Disciplines 44 1 2 32 doi 10 1111 1469 7610 00101 PMID 12553411 a b McCrae RR Costa PT Ostendorf F Angleitner A Hrebickova M Avia MD Sanz J Sanchez Bernardos ML Kusdil ME Woodfield R Saunders PR Smith PB January 2000 Nature over nurture temperament personality and life span development Journal of Personality and Social Psychology 78 1 173 86 doi 10 1037 0022 3514 78 1 173 PMID 10653513 a b c d e f g h i j Markey PM Markey CN Tinsley BJ April 2004 Children s behavioral manifestations of the five factor model of personality Personality amp Social Psychology Bulletin 30 4 423 32 doi 10 1177 0146167203261886 PMID 15070472 S2CID 33684001 Rusalov VM 1989 Motor and communicative aspects of human temperament a new questionnaire of the structure of temperament Personality and Individual Differences 10 8 817 27 doi 10 1016 0191 8869 89 90017 2 a b Strelau J 1998 Temperament A Psychological Perspective New York Plenum a b Rusalov VM Trofimova IN 2007 Structure of Temperament and Its Measurement Toronto Canada Psychological Services Press page needed a b c d e Trofimova IN 2016 The interlocking between functional aspects of activities and a neurochemical model of temperament In Arnold MC eds Temperaments Individual Differences Social and Environmental Influences and Impact on Quality of Life New York Nova Science Publishers pp 77 147 a b c d Trofimova I Robbins TW Sulis WH Uher J April 2018 Taxonomies of psychological individual differences biological perspectives on millennia long challenges Philosophical Transactions of the Royal Society of London Series B Biological Sciences 373 1744 20170152 doi 10 1098 rstb 2017 0152 PMC 5832678 PMID 29483338 Trofimova I et al 2022 What s next for the neurobiology of temperament personality and psychopathology Current Opinions in Behavioral Sciences 45 101143 doi 10 1016 j cobeha 2022 101143 S2CID 248817462 Trofimova IN 2010 An investigation into differences between the structure of temperament and the structure of personality American Journal of Psychology 123 4 467 80 doi 10 5406 amerjpsyc 123 4 0467 PMID 21291163 Jang KL Livesley WJ Vernon PA September 1996 Heritability of the big five personality dimensions and their facets a twin study Journal of Personality 64 3 577 91 doi 10 1111 j 1467 6494 1996 tb00522 x PMID 8776880 S2CID 35488176 Bouchard TJ McGue M January 2003 Genetic and environmental influences on human psychological differences Journal of Neurobiology 54 1 4 45 doi 10 1002 neu 10160 PMID 12486697 Weiss A King JE Hopkins WD November 2007 A cross setting study of chimpanzee Pan troglodytes personality structure and development zoological parks and Yerkes National Primate Research Center American Journal of Primatology 69 11 1264 77 doi 10 1002 ajp 20428 PMC 2654334 PMID 17397036 Gosling SD John OP 1999 Personality Dimensions in Nonhuman Animals A Cross Species Review PDF Current Directions in Psychological Science 8 3 69 75 doi 10 1111 1467 8721 00017 S2CID 145716504 Archived from the original PDF on 2018 09 28 Retrieved 2016 12 05 Morton FB Robinson LM Brando S Weiss A 2021 Personality structure in bottlenose dolphins Tursiops truncatus Journal of Comparative Psychology 135 2 219 231 doi 10 1037 com0000259 hdl 20 500 11820 1d4cef3b b78b 46b3 b31c 2d1f4339cd9f PMID 33464108 S2CID 231642036 a b Soto CJ John OP Gosling SD Potter J February 2011 Age differences in personality traits from 10 to 65 Big Five domains and facets in a large cross sectional sample Journal of Personality and Social Psychology 100 2 330 48 doi 10 1037 a0021717 PMID 21171787 a b c d e f Soto CJ August 2016 The Little Six Personality Dimensions From Early Childhood to Early Adulthood Mean Level Age and Gender Differences in Parents Reports Journal of Personality 84 4 409 22 doi 10 1111 jopy 12168 PMID 25728032 Lewis M 2001 Issues in the study of personality development Psychological Inquiry 12 2 67 83 doi 10 1207 s15327965pli1202 02 S2CID 144557981 a b Goldberg LR 2001 Analyses of Digman s child personality data Derivation of Big Five Factor Scores from each of six samples Journal of Personality 69 5 709 43 doi 10 1111 1467 6494 695161 PMID 11575511 Mervielde I De Fruyt F 1999 Construction of the Hierarchical Personality Inventory for Children Hi PIC In Mervielde ID De Fruyt F Ostendorf F eds Personality psychology in Europe Proceedings of the Eighth European Conference on Personality Tilburg University Press pp 107 27 Resing WC Bleichrodt N Dekker PH 1999 Measuring personality traits in the classroom PDF European Journal of Personality 13 6 493 509 doi 10 1002 sici 1099 0984 199911 12 13 6 lt 493 aid per355 gt 3 0 co 2 v hdl 1871 18675 S2CID 56322465 Markey PM Markey CN Ericksen AJ Tinsley BJ 2002 A preliminary validation of preadolescents self reports using the Five Factor Model of personality Journal of Research in Personality 36 2 173 81 doi 10 1006 jrpe 2001 2341 Scholte RH van Aken MA van Lieshout CF December 1997 Adolescent personality factors in self ratings and peer nominations and their prediction of peer acceptance and peer rejection Journal of Personality Assessment 69 3 534 54 doi 10 1207 s15327752jpa6903 8 PMID 9501483 van Lieshout CF Haselager GJ 1994 The Big Five personality factors in Q sort descriptions of children and adolescents In Halverson CF Kohnstamm GA Martin RP eds The developing structure of temperament and personality from infancy to adulthood Hillsdale NJ Erlbaum pp 293 318 a b c Halverson CF Kohnstamm GA Martin RP eds 1994 The developing structure of temperament and personality from infancy to adulthood Hillsdale NJ Erlbaum a b c Kohnstamm GA Halverson Jr CF Mervielde I Havill VL eds 1998 Parental descriptions of child personality Developmental antecedents of the Big Five Psychology Press ISBN missing page needed Mervielde I De Fruyt F Jarmuz S May 1998 Linking openness and intellect in childhood and adulthood In Kohnstamm GA Halverson CF Mervielde I Havill VL eds Parental descriptions of child personality Developmental antecedents of the Big Five Mahway NJ Erlbaum pp 105 26 ISBN 978 0 8058 2301 1 John OP Srivastava S 1999 The Big Five trait taxonomy history measurement and theoretical perspectives PDF In Pervin LA John OP eds Handbook of personality Theory and research Vol 2 New York Guilford Press pp 102 38 a b c d e f Soto C Tackett J 2015 Personality Traits in Childhood and Adolescence Structure Development and Outcomes PDF Current Directions in Psychological Science 24 358 62 doi 10 1177 0963721415589345 S2CID 29475747 a b c Roberts BW Walton KE Viechtbauer W January 2006 Patterns of mean level change in personality traits across the life course a meta analysis of longitudinal studies Psychological Bulletin 132 1 1 25 doi 10 1037 0033 2909 132 1 1 PMID 16435954 S2CID 16606495 Roberts BW DelVecchio WF January 2000 The rank order consistency of personality traits from childhood to old age a quantitative review of longitudinal studies PDF Psychological Bulletin 126 1 3 25 doi 10 1037 0033 2909 126 1 3 PMID 10668348 S2CID 7484026 Lemery KS Goldsmith HH Klinnert MD Mrazek DA January 1999 Developmental models of infant and childhood temperament Developmental Psychology 35 1 189 204 doi 10 1037 0012 1649 35 1 189 PMID 9923474 Buss A Plomin R 1984 Temperament early developing personality trait Hillsdale Erlbaum Rothbart MK Ahadi SA Hershey KL Fisher P 2001 Investigations of temperament at three to seven years the Children s Behavior Questionnaire Child Development 72 5 1394 408 CiteSeerX 10 1 1 398 8830 doi 10 1111 1467 8624 00355 PMID 11699677 John OP Caspi A Robins RW Moffitt TE Stouthamer Loeber M February 1994 The little five exploring the nomological network of the five factor model of personality in adolescent boys Child Development 65 1 160 78 doi 10 2307 1131373 JSTOR 1131373 PMID 8131645 Eaton WO 1994 Temperament development and the Five Factor Model Lessons from activity level In Halverson CF Kohnstamm GA Martin RP eds The developing structure of temperament and personality from infancy to adulthood Hillsdale NJ Erlbaum pp 173 87 Hawley PH 1999 The ontogenesis of social dominance A strategy based evolutionary perspective Developmental Review 19 97 132 CiteSeerX 10 1 1 459 4755 doi 10 1006 drev 1998 0470 Hawley PH Little TD 1999 On winning some and losing some A social relations approach to social dominance in toddlers Merrill Palmer Quarterly 45 185 214 Sherif M Harvey O White BJ Hood WR Sherif C 1961 Intergroup conflict and cooperation The robbers cave experiment Norman OK University of Oklahoma Press OCLC 953442127 Keating CF Heltman KR 1994 Dominance and deception in children and adults Are leaders the best misleaders Personality and Social Psychology Bulletin 20 3 312 21 doi 10 1177 0146167294203009 S2CID 19252480 Asendorpf JB 1990 Development of inhibition during childhood Evidence for situational specificity and a two factor model Developmental Psychology 26 5 721 30 doi 10 1037 0012 1649 26 5 721 Asendorpf JB Meier GH 1993 Personality effects on children s speech in everyday life Sociability mediated exposure and shyness mediated re activity to social situations Journal of Personality and Social Psychology 64 6 1072 83 doi 10 1037 0022 3514 64 6 1072 PMID 8326470 Harrist AW Zaia AF Bates JE Dodge KA Pettit GS April 1997 Subtypes of social withdrawal in early childhood sociometric status and social cognitive differences across four years Child Development 68 2 278 94 doi 10 2307 1131850 JSTOR 1131850 PMID 9180002 Mathiesen KS Tambs K March 1999 The EAS temperament questionnaire factor structure age trends reliability and stability in a Norwegian sample Journal of Child Psychology and Psychiatry and Allied Disciplines 40 3 431 39 doi 10 1111 1469 7610 00460 PMID 10190344 McCrae RR Costa PT 1990 Personality in adulthood New York The Guildford Press page needed Cobb Clark DA Schurer S 2012 The stability of big five personality traits PDF Economics Letters 115 2 11 15 doi 10 1016 j econlet 2011 11 015 S2CID 12086995 Srivastava S John OP Gosling SD Potter J May 2003 Development of personality in early and middle adulthood set like plaster or persistent change Journal of Personality and Social Psychology 84 5 1041 53 CiteSeerX 10 1 1 499 4124 doi 10 1037 0022 3514 84 5 1041 PMID 12757147 S2CID 14790757 Roberts BW Mroczek D February 2008 Personality Trait Change in Adulthood Current Directions in Psychological Science 17 1 31 35 doi 10 1111 j 1467 8721 2008 00543 x PMC 2743415 PMID 19756219 Fleeson W 2001 Towards a structure and process integrated view of personality Traits as density distributions of states Journal of Personality and Social Psychology 80 6 1011 27 doi 10 1037 0022 3514 80 6 1011 PMID 11414368 S2CID 13805210 Mottus R Johnson W Starr JM Dearya IJ June 2012 Correlates of personality trait levels and their changes in very old age The Lothian Birth Cohort 1921 PDF Journal of Research in Personality 46 3 271 78 doi 10 1016 j jrp 2012 02 004 hdl 20 500 11820 b6b6961d 902f 48e0 bf25 f505a659a056 S2CID 53117809 Cavallera G Passerini A Pepe A 2013 Personality and gender in swimmers in indoor practice at leisure level Social Behavior and Personality 41 4 693 704 doi 10 2224 sbp 2013 41 4 693 Falk Armin Hermle Johannes 2018 10 19 Relationship of gender differences in preferences to economic development and gender equality Science 362 6412 eaas9899 doi 10 1126 science aas9899 hdl 10419 193353 ISSN 0036 8075 PMID 30337384 a b Costa PT Terracciano A McCrae RR August 2001 Gender differences in personality traits across cultures robust and surprising findings Journal of Personality and Social Psychology 81 2 322 31 doi 10 1037 0022 3514 81 2 322 PMID 11519935 a b Schmitt DP Realo A Voracek M Allik J January 2008 Why can t a man be more like a woman Sex differences in Big Five personality traits across 55 cultures Journal of Personality and Social Psychology 94 1 168 82 doi 10 1037 0022 3514 94 1 168 PMID 18179326 Harris J R 2006 No two alike Human nature and human individuality WW Norton amp Company Jefferson T Herbst JH McCrae RR 1998 Associations between birth order and personality traits Evidence from self reports and observer ratings Journal of Research in Personality 32 4 498 509 doi 10 1006 jrpe 1998 2233 Damian RI Roberts BW October 2015 The associations of birth order with personality and intelligence in a representative sample of U S high school students Journal of Research in Personality 58 96 105 doi 10 1016 j jrp 2015 05 005 Thompson RL Brossart DF Carlozzi AF Miville ML September 2002 Five factor model Big Five personality traits and universal diverse orientation in counselor trainees The Journal of Psychology 136 5 561 72 doi 10 1080 00223980209605551 PMID 12431039 S2CID 22076221 Ostendorf F 1990 Sprache und Persoenlichkeitsstruktur Zur Validitaet des Funf Factoren Modells der Persoenlichkeit Regensburg Germany S Roderer Verlag page needed Trull TJ Geary DC October 1997 Comparison of the big five factor structure across samples of Chinese and American adults Journal of Personality Assessment 69 2 324 41 doi 10 1207 s15327752jpa6902 6 PMID 9392894 Lodhi PH Deo S Belhekar VM 2002 The Five Factor model of personality in Indian context measurement and correlates In McCrae RR Allik J eds The Five Factor model of personality across cultures New York Kluwer Academic Publisher pp 227 48 McCrae RR 2002 NEO PI R data from 36 cultures Further Intercultural comparisons In McCrae RR Allik J eds The Five Factor model of personality across cultures New York Kluwer Academic Publisher pp 105 25 a b Thompson ER 2008 Development and validation of an international English big five mini markers Personality and Individual Differences 45 6 542 48 doi 10 1016 j paid 2008 06 013 Cheung FM van de Vijver FJ Leong FT October 2011 Toward a new approach to the study of personality in culture The American Psychologist 66 7 593 603 doi 10 1037 a0022389 PMID 21261408 S2CID 615860 Archived from the original on 2013 05 18 Retrieved 2013 01 16 Eap S Degarmo DS Kawakami A Hara SN Hall GC Teten AL Culture and Personality Among European American and Asian American Men J Cross Cult Psychol 2008 Sep 39 5 630 643 doi 10 1177 0022022108321310 PMID 19169434 PMCID PMC2630227 Benet Martinez V amp Karakitapoglu Aygun Z 2003 The interplay of cultural syndromes and personality in predicting life satisfaction Comparing Asian Americans and European Americans Journal of Cross Cultural Psychology 34 1 38 60 McCrae RR Terracciano A September 2005 Personality profiles of cultures aggregate personality traits PDF Journal of Personality and Social Psychology 89 3 407 25 doi 10 1037 0022 3514 89 3 407 PMID 16248722 Hofstede Geert Bond Michael H 1984 Hofstede s Culture Dimensions An Independent Validation Using Rokeach s Value Survey Journal of Cross Cultural Psychology 15 4 417 433 doi 10 1177 0022002184015004003 ISSN 0022 0221 S2CID 145651845 Mooradian Todd A Swan K Scott 2006 06 01 Personality and culture The case of national extraversion and word of mouth Journal of Business Research Special Section The 2005 La Londe Seminar 59 6 778 785 doi 10 1016 j jbusres 2006 01 015 ISSN 0148 2963 Barcelo J 2017 National Personality Traits and Regime Type A Cross National Study of 47 Countries Journal of Cross Cultural Psychology 48 2 195 216 doi 10 1177 0022022116678324 S2CID 151607260 Szirmak Z De Raad B 1994 Taxonomy and structure of Hungarian personality traits European Journal of Personality 8 2 95 117 doi 10 1002 per 2410080203 S2CID 145275826 a b c De Fruyt F McCrae RR Szirmak Z Nagy J September 2004 The Five factor Personality Inventory as a measure of the Five factor Model Belgian American and Hungarian comparisons with the NEO PI R Assessment 11 3 207 15 doi 10 1177 1073191104265800 PMID 15358876 S2CID 29733250 Robins Wahlin TB Byrne GJ October 2011 Personality changes in Alzheimer s disease a systematic review International Journal of Geriatric Psychiatry 26 10 1019 29 doi 10 1002 gps 2655 PMID 21905097 S2CID 40949990 Hunt A Martyr A Gamble LD Morris RG Thom JM Pentecost C Clare L June 2023 The associations between personality traits and quality of life satisfaction with life and well being over time in people with dementia and their caregivers findings from the IDEAL programme BMC Geriatrics 23 1 354 doi 10 1186 s12877 023 04075 x PMC 10242791 PMID 37280511 Widiger TA Costa PT Jr Five Factor model personality disorder research In Costa Paul T Jr Widiger Thomas A editors Personality disorders and the five factor model of personality 2nd Washington DC US American Psychological Association 2002 pp 59 87 2002 ISBN missing Mullins Sweatt SN Widiger TA 2006 The five factor model of personality disorder A translation across science and practice In Krueger R Tackett J eds Personality and psychopathology Building bridges New York Guilford pp 39 70 ISBN missing Clark LA 2007 Assessment and diagnosis of personality disorder perennial issues and an emerging reconceptualization Annual Review of Psychology 58 227 57 doi 10 1146 annurev psych 57 102904 190200 PMID 16903806 Trofimova I Robbins TW May 2016 Temperament and arousal systems A new synthesis of differential psychology and functional neurochemistry Neuroscience and Biobehavioral Reviews 64 382 402 doi 10 1016 j neubiorev 2016 03 008 hdl 11375 26202 PMID 26969100 S2CID 13937324 Trofimova I Sulis W 2016 Benefits of Distinguishing between Physical and Social Verbal Aspects of Behavior An Example of Generalized Anxiety Frontiers in Psychology 7 338 doi 10 3389 fpsyg 2016 00338 PMC 4789559 PMID 27014146 Trofimova I Christiansen J April 2016 Coupling of Temperament with Mental Illness in Four Age Groups Psychological Reports 118 2 387 412 doi 10 1177 0033294116639430 PMID 27154370 S2CID 24465522 Depue R Fu Y 2012 Neurobiology and neurochemistry of temperament in adults In Zentner M Shiner R eds Handbook of Temperament New York Guilford Publications pp 368 99 Bagby RM Sellbom M Costa PT Widiger TA April 2008 PredictingDiagnostic and Statistical Manual of Mental Disorders IV personality disorders with the five factor model of personality and the personality psychopathology five Personality and Mental Health 2 2 55 69 doi 10 1002 pmh 33 The five factor model and personality disorder empirical literature A meta analytic review LM Saulsman AC Page Clinical Psychology Review 2004 Elsevier Science ISBN missing page needed Fehrman E Muhammad AK Mirkes EM Egan V Gorban AN 2015 The Five Factor Model of personality and evaluation of drug consumption risk arXiv 1506 06297 stat AP a b Kessler RC Chiu WT Demler O Merikangas KR Walters EE June 2005 Prevalence severity and comorbidity of 12 month DSM IV disorders in the National Comorbidity Survey Replication Archives of General Psychiatry 62 6 617 27 doi 10 1001 archpsyc 62 6 617 PMC 2847357 PMID 15939839 Compton WM Conway KP Stinson FS Colliver JD Grant BF June 2005 Prevalence correlates and comorbidity of DSM IV antisocial personality syndromes and alcohol and specific drug use disorders in the United States results from the national epidemiologic survey on alcohol and related conditions The Journal of Clinical Psychiatry 66 6 677 85 doi 10 4088 jcp v66n0602 PMID 15960559 Hasin DS Goodwin RD Stinson FS Grant BF October 2005 Epidemiology of major depressive disorder results from the National Epidemiologic Survey on Alcoholism and Related Conditions Archives of General Psychiatry 62 10 1097 106 doi 10 1001 archpsyc 62 10 1097 PMID 16203955 a b Fehrman Elaine Egan Vincent Gorban Alexander N Levesley Jeremy Mirkes Evgeny M Muhammad Awaz K 2019 Personality Traits and Drug Consumption A Story Told by Data Springer Cham arXiv 2001 06520 doi 10 1007 978 3 030 10442 9 ISBN 978 3 030 10441 2 S2CID 151160405 Khan AA Jacobson KC Gardner CO Prescott CA Kendler KS March 2005 Personality and comorbidity of common psychiatric disorders The British Journal of Psychiatry 186 3 190 96 doi 10 1192 bjp 186 3 190 PMID 15738498 Cuijpers P Smit F Penninx BW de Graaf R ten Have M Beekman AT October 2010 Economic costs of neuroticism a population based study Archives of General Psychiatry 67 10 1086 93 doi 10 1001 archgenpsychiatry 2010 130 PMID 20921124 a b c d e f g Kotov R Gamez W Schmidt F Watson D September 2010 Linking big personality traits to anxiety depressive and substance use disorders a meta analysis Psychological Bulletin 136 5 768 821 doi 10 1037 a0020327 PMID 20804236 Bogg T Roberts BW November 2004 Conscientiousness and health related behaviors a meta analysis of the leading behavioral contributors to mortality Psychological Bulletin 130 6 887 919 doi 10 1037 0033 2909 130 6 887 PMID 15535742 a b Roberts BW Kuncel NR Shiner R Caspi A Goldberg LR December 2007 The Power of Personality The Comparative Validity of Personality Traits Socioeconomic Status and Cognitive Ability for Predicting Important Life Outcomes PDF Perspectives on Psychological Science 2 4 313 45 doi 10 1111 j 1745 6916 2007 00047 x PMC 4499872 PMID 26151971 a b c d Jeronimus BF Kotov R Riese H Ormel J October 2016 Neuroticism s prospective association with mental disorders halves after adjustment for baseline symptoms and psychiatric history but the adjusted association hardly decays with time a meta analysis on 59 longitudinal prospective studies with 443 313 participants Psychological Medicine 46 14 2883 906 doi 10 1017 S0033291716001653 PMID 27523506 S2CID 23548727 Livesley WJ 2001 Handbook of Personality Disorders New York The Guildford Press pp 84 104 ISBN 978 1 57230 629 5 OCLC 783011161 a b c d Ormel J Jeronimus BF Kotov R Riese H Bos EH Hankin B Rosmalen JG Oldehinkel AJ July 2013 Neuroticism and common mental disorders meaning and utility of a complex relationship Clinical Psychology Review 33 5 686 97 doi 10 1016 j cpr 2013 04 003 PMC 4382368 PMID 23702592 a b c d e f Millon T Krueger R Simonsen E 2011 Contemporary Directions in Psychopathology Scientific Foundations of the DSM IV and ICD 11 Guilford Press a b c d Krueger R Tackett L 2006 Personality and Psychopathology Guilford Press page needed ISBN missing a b Hudek Knezevic J Kardum I August 2009 Five factor personality dimensions and 3 health related personality constructs as predictors of health Croatian Medical Journal 50 4 394 402 doi 10 3325 cmj 2009 50 394 PMC 2728392 PMID 19673040 Jerram Kathryn L Coleman Peter G 1999 The big five personality traits and reporting of health problems and health behaviour in old age British Journal of Health Psychology 4 2 181 92 doi 10 1348 135910799168560 ISSN 2044 8287 Jerram Kathryn 16 December 2010 The big five personality traits and reporting of health problems and health behaviour in old age British Journal of Health Psychology 4 2 181 192 doi 10 1348 135910799168560 via Wiley Iwasa H Masui Y Gondo Y Inagaki H Kawaai C Suzuki T May 2008 Personality and all cause mortality among older adults dwelling in a Japanese community a five year population based prospective cohort study The American Journal of Geriatric Psychiatry 16 5 399 405 doi 10 1097 JGP 0b013e3181662ac9 PMID 18403571 Jokela M Hintsanen M Hakulinen C Batty GD Nabi H Singh Manoux A Kivimaki M April 2013 Association of personality with the development and persistence of obesity a meta analysis based on individual participant data Obesity Reviews 14 4 315 23 doi 10 1111 obr 12007 PMC 3717171 PMID 23176713 a b c d e f g h i Komarraju M Karau SJ Schmeck RR Avdic A September 2011 The Big Five personality traits learning styles and academic achievement Personality and Individual Differences 51 4 472 77 doi 10 1016 j paid 2011 04 019 Zeidner M Shani Zinovich I 11 October 2011 Do academically gifted and nongifted students differ on the Big Five and adaptive status Some recent data and conclusions Personality and Individual Differences 51 5 566 70 doi 10 1016 j paid 2011 05 007 a b Mutlu Tansu Balbag Zafer Cemrek Fatih 2010 01 01 The role of self esteem locus of control and big five personality traits in predicting hopelessness Procedia Social and Behavioral Sciences World Conference on Learning Teaching and Administration Papers 9 1788 1792 doi 10 1016 j sbspro 2010 12 401 ISSN 1877 0428 Singh AK 2012 Does trait predict psychological well being among students of professional courses Journal of the Indian Academy of Applied Psychology 38 2 234 41 a b c Klimstra TA Luyckx K Germeijs V Meeus WH Goossens L March 2012 Personality traits and educational identity formation in late adolescents longitudinal associations and academic progress PDF Journal of Youth and Adolescence 41 3 346 61 doi 10 1007 s10964 011 9734 7 PMID 22147120 S2CID 33747401 Pashler H McDaniel M Rohrer D Bjork R December 2008 Learning Styles Concepts and Evidence Psychological Science in the Public Interest 9 3 105 19 doi 10 1111 j 1539 6053 2009 01038 x PMID 26162104 Zhang Lf 6 September 2001 Measuring thinking styles in addition to measuring personality traits Personality and Individual Differences 33 3 445 58 doi 10 1016 s0191 8869 01 00166 0 Schmeck RR Ribich F Ramainah N 1997 Development of a Self Report inventory for assessing Individual Differences in Learning Processes Applied Psychological Measurement 1 3 413 31 doi 10 1177 014662167700100310 S2CID 143890188 a b c Jensen Mikael 2015 Personality Traits Learning and Academic Achievements Journal of Education and Learning 4 4 91 doi 10 5539 jel v4n4p91 De Feyter T Caers R Vigna C Berings D 22 March 2012 Unraveling the impact of the Big Five personality traits on academic performance The moderating and mediating effects of self efficacy and academic motivation Learning and Individual Differences 22 4 439 48 doi 10 1016 j lindif 2012 03 013 Vedel A 2014 The Big Five and tertiary academic performance A systematic review and meta analysis PDF Personality and Individual Differences 71 66 76 doi 10 1016 j paid 2014 07 011 Trapmann S Hell B Hirn J O W ve Schuler H 2007 Meta analysis of the relationship between the Big Five and academic success at university Zeitschrift fur Psychologie Journal of Psychology 215 2 132 51 Bartolic Zlomislic Bates A 1999 Investing in On line Learning Potential Benefits and Limitations Canadian Journal of Communication 24 3 doi 10 22230 CJC 1999V24N3A1111 Holland J L 1966 The Psychology of Vocational Choice A Theory of Personality Types and Model Environments Oxford Blaisdell Armitage Catherine 12 February 2020 Scientists are curious and passionate and ready to argue Retrieved 9 June 2021 Mount MK Barrick MR 1998 Five reasons why the big five article has been frequently cited Personnel Psychology 51 4 849 57 doi 10 1111 j 1744 6570 1998 tb00743 x Morgeson FP Campion MA Dipboye RL Hollenbeck JR Murphy K Schmitt N 2007 Reconsidering the use of personality tests in personnel selection contexts Personnel Psychology 60 3 683 729 CiteSeerX 10 1 1 493 5981 doi 10 1111 j 1744 6570 2007 00089 x Mischel W 1968 Personality and assessment London Wiley ISBN 978 0 8058 2330 1 Rosenthal R 1990 How are we doing in soft psychology American Psychologist 45 6 775 77 doi 10 1037 0003 066x 45 6 775 Hunter JE Schmidt FL Judiesch MK 1990 Individual differences in output variability as a function of job complexity Journal of Applied Psychology 75 28 42 doi 10 1037 0021 9010 75 1 28 S2CID 144507523 Judge TA Bono JE Ilies R Gerhardt MW August 2002 Personality and leadership a qualitative and quantitative review The Journal of Applied Psychology 87 4 765 80 doi 10 1037 0021 9010 87 4 765 PMID 12184579 a b Spurk D Abele AE 16 June 2010 Who Earns More and Why A Multiple Mediation Model from Personality to Salary Journal of Business and Psychology 26 87 103 doi 10 1007 s10869 010 9184 3 S2CID 144290202 McLean Dawson Bouaissa Mohsen Rainville Bruno Auger Ludovic 2019 12 04 Non Cognitive Skills How Much Do They Matter for Earnings in Canada American Journal of Management 19 4 doi 10 33423 ajm v19i4 2392 ISSN 2165 7998 Mehta P 2012 Personality as a predictor of burnout among managers of manufacturing industries Journal of the Indian Academy of Applied Psychology 32 321 28 Fairweather J 2012 Personality nations and innovation Relationships between personality traits and national innovation scores Cross Cultural Research 46 3 30 doi 10 1177 1069397111409124 S2CID 144015495 Camps J Stouten J Euwema M February 2016 The relation between supervisors big five personality traits and employees experiences of abusive supervision Frontiers in Psychology 10 7 112 doi 10 3389 fpsyg 2016 00112 PMC 4748047 PMID 26903919 Tepper BJ June 2007 Abusive supervision in work organizations Review synthesis and research agenda Journal of Management 33 3 261 89 doi 10 1177 0149206307300812 S2CID 143934380 a b c d e Judge amp LePine Bright and Dark Sides Research Companion to the Dysfunctional Workplace 2007 p 332 355 Sackett Paul R and Phillip T Walmsley September 2014 Which Personality Attributes are Important in the Workplace Perspectives on Psychological Science 9 5 538 551 doi 10 1177 1745691614543972 JSTOR 44290038 PMID 26186756 S2CID 21245818 Judge TA Livingston BA Hurst C February 2012 Do nice guys and gals really finish last The joint effects of sex and agreeableness on income Journal of Personality and Social Psychology 102 2 390 407 doi 10 1037 a0026021 PMID 22121889 a b Neal A Yeo G Koy A Xiao T 26 January 2011 Predicting the Form and Direction of Work Role Performance From the Big 5 Model of Personality Traits Journal of Organizational Behavior 33 2 175 92 doi 10 1002 job 742 Holland AS Roisman GI October 2008 Big five personality traits and relationship quality Self reported observational and physiological evidence PDF Journal of Social and Personal Relationships 25 5 811 29 doi 10 1177 0265407508096697 S2CID 28388979 Archived from the original PDF on 2 March 2013 Retrieved 12 April 2012 a b Gerber AS et al 2010 Personality and Political Attitudes Relationships across Issue Domains and Political Contexts The American Political Science Review 104 111 133 doi 10 1017 S0003055410000031 S2CID 6208090 Sweetser KD 2014 Partisan Personality The Psychological Differences Between Democrats and Republicans and Independents Somewhere in Between American Behavioral Scientist 58 9 1183 94 doi 10 1177 0002764213506215 S2CID 145674720 Fatke M 2017 Personality Traits and Political Ideology A First Global Assessment Political Psychology 38 5 881 99 doi 10 1111 pops 12347 a b Bakker BN et al 2015 Personality Traits and Party Identification over Time European Journal of Political Research 54 2 197 215 doi 10 1111 1475 6765 12070 a b Gerber AS et al 2012 Personality and the Strength and Direction of Partisan Identification Political Behavior 34 4 653 688 doi 10 1007 s11109 011 9178 5 S2CID 144317734 Lowe Konstantin Felix Is Politics Downstream from Personality The Five Factor Model s Effect on Political Orientation in Sweden 2019 http lup lub lu se student papers record 8992021 Thesis Roberts p 338 Saroglou Vassilis 2002 Religion and the five factors of personality A meta analytic review Personality and Individual Differences 32 15 25 doi 10 1016 S0191 8869 00 00233 6 IPIP Home ipip ori org Retrieved 2017 07 01 Gosling SD Rentfrow PJ Swann WB 2003 A very brief measure of the Big Five personality domains Journal of Research in Personality 37 6 504 28 CiteSeerX 10 1 1 1013 6925 doi 10 1016 S0092 6566 03 00046 1 ISSN 0092 6566 S2CID 7147133 a b Goldberg LR 1992 The development of markers for the Big five factor structure Psychological Assessment 4 1 26 42 doi 10 1037 1040 3590 4 1 26 S2CID 144709415 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