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Wikipedia

Risk management

Risk management is the identification, evaluation, and prioritization of risks (defined in ISO 31000 as the effect of uncertainty on objectives) followed by coordinated and economical application of resources to minimize, monitor, and control the probability or impact of unfortunate events[1] or to maximize the realization of opportunities.

Example of risk assessment: A NASA model showing areas at high risk from impact for the International Space Station

Risks can come from various sources including uncertainty in international markets, political instability, threats from project failures (at any phase in design, development, production, or sustaining of life-cycles), legal liabilities, credit risk, accidents, natural causes and disasters, deliberate attack from an adversary, or events of uncertain or unpredictable root-cause.

There are two types of events i.e. negative events can be classified as risks while positive events are classified as opportunities. Risk management standards have been developed by various institutions, including the Project Management Institute, the National Institute of Standards and Technology, actuarial societies, and ISO standards (quality management standards to help work more efficiently and reduce product failures).[2][3][4] Methods, definitions and goals vary widely according to whether the risk management method is in the context of project management, security, engineering, industrial processes, financial portfolios, actuarial assessments, or public health and safety. Certain risk management standards have been criticized for having no measurable improvement on risk, whereas the confidence in estimates and decisions seems to increase.[1]

Strategies to manage threats (uncertainties with negative consequences) typically include avoiding the threat, reducing the negative effect or probability of the threat, transferring all or part of the threat to another party, and even retaining some or all of the potential or actual consequences of a particular threat. The opposite of these strategies can be used to respond to opportunities (uncertain future states with benefits).

As a professional role, a risk manager[5] will "oversee the organization's comprehensive insurance and risk management program, assessing and identifying risks that could impede the reputation, safety, security, or financial success of the organization", and then develop plans to minimize and / or mitigate any negative (financial) outcomes. Risk Analysts [6] support the technical side of the organization's risk management approach: once risk data has been compiled and evaluated, analysts share their findings with their managers, who use those insights to decide among possible solutions. See also Chief Risk Officer, internal audit, and Financial risk management § Corporate finance.

Introduction edit

Risk management appears in scientific and management literature since the 1920s. It became a formal science in the 1950s, when articles and books with "risk management" in the title also appear in library searches.[7] Most of research was initially related to finance and insurance.

A widely used vocabulary for risk management is defined by ISO Guide 73:2009, "Risk management. Vocabulary."[2]

In ideal risk management, a prioritization process is followed whereby the risks with the greatest loss (or impact) and the greatest probability of occurring are handled first. Risks with lower probability of occurrence and lower loss are handled in descending order. In practice the process of assessing overall risk can be difficult, and balancing resources used to mitigate between risks with a high probability of occurrence but lower loss, versus a risk with high loss but lower probability of occurrence can often be mishandled.

Intangible risk management identifies a new type of a risk that has a 100% probability of occurring but is ignored by the organization due to a lack of identification ability. For example, when deficient knowledge is applied to a situation, a knowledge risk materializes. Relationship risk appears when ineffective collaboration occurs. Process-engagement risk may be an issue when ineffective operational procedures are applied. These risks directly reduce the productivity of knowledge workers, decrease cost-effectiveness, profitability, service, quality, reputation, brand value, and earnings quality. Intangible risk management allows risk management to create immediate value from the identification and reduction of risks that reduce productivity.

Opportunity cost represents a unique challenge for risk managers. It can be difficult to determine when to put resources toward risk management and when to use those resources elsewhere. Again, ideal risk management minimizes spending (or manpower or other resources) and also minimizes the negative effects of risks.

Risk is defined as the possibility that an event will occur that adversely affects the achievement of an objective. Uncertainty, therefore, is a key aspect of risk. Systems like the Committee of Sponsoring Organizations of the Treadway Commission Enterprise Risk Management (COSO ERM), can assist managers in mitigating risk factors. Each company may have different internal control components, which leads to different outcomes. For example, the framework for ERM components includes Internal Environment, Objective Setting, Event Identification, Risk Assessment, Risk Response, Control Activities, Information and Communication, and Monitoring.

Risks vs. opportunities edit

Opportunities first appear in academic research or management books in the 1990s. The first PMBoK Project Management Body of Knowledge draft of 1987 doesn't mention opportunities at all.

Modern project management school does recognize the importance of opportunities. Opportunities have been included in project management literature since the 1990s, e.g. in PMBoK, and became a significant part of project risk management in the years 2000s,[8] when articles titled "opportunity management" also begin to appear in library searches. Opportunity management thus became an important part of risk management.

Modern risk management theory deals with any type of external events, positive and negative. Positive risks are called opportunities. Similarly to risks, opportunities have specific mitigation strategies: exploit, share, enhance, ignore.

In practice, risks are considered "usually negative". Risk-related research and practice focus significantly more on threats than on opportunities. This can lead to negative phenomena such as target fixation[9]

Method edit

For the most part, these methods consist of the following elements, performed, more or less, in the following order:

  1. Identify the threats
  2. Assess the vulnerability of critical assets to specific threats
  3. Determine the risk (i.e. the expected likelihood and consequences of specific types of attacks on specific assets)
  4. Identify ways to reduce those risks
  5. Prioritize risk reduction measures

The Risk management knowledge area, as defined by the Project Management Body of Knowledge PMBoK, consists of the following processes:

  1. Plan Risk Management – defining how to conduct risk management activities.
  2. Identify Risks – identifying individual project risks as well as sources.
  3. Perform Qualitative Risk Analysis – prioritizing individual project risks by assessing probability and impact.
  4. Perform Quantitative Risk Analysis – numerical analysis of the effects.
  5. Plan Risk Responses – developing options, selecting strategies and actions.
  6. Implement Risk Responses – implementing agreed-upon risk response plans. In the 4th Ed. of PMBoK, this process was included as an activity in the Monitor and Control process, but was later separated as a distinct process in PMBoK 6th Ed.[10]
  7. Monitor Risks – monitoring the implementation. This process was known as Monitor and Control in the previous PMBoK 4th Ed., when it also included the "Implement Risk Responses" process.

Principles edit

The International Organization for Standardization (ISO) identifies the following principles of risk management:[11]

Risk management should:

  • Create value – resources expended to mitigate risk should be less than the consequence of inaction
  • Be an integral part of organizational processes
  • Be part of decision-making process
  • Explicitly address uncertainty and assumptions
  • Be a systematic and structured process
  • Be based on the best available information
  • Be tailorable
  • Take human factors into account
  • Be transparent and inclusive
  • Be dynamic, iterative and responsive to change
  • Be capable of continual improvement and enhancement
  • Be continually or periodically re-assessed

Mild versus wild risk edit

Benoit Mandelbrot distinguished between "mild" and "wild" risk and argued that risk assessment and management must be fundamentally different for the two types of risk.[12] Mild risk follows normal or near-normal probability distributions, is subject to regression to the mean and the law of large numbers, and is therefore relatively predictable. Wild risk follows fat-tailed distributions, e.g., Pareto or power-law distributions, is subject to regression to the tail (infinite mean or variance, rendering the law of large numbers invalid or ineffective), and is therefore difficult or impossible to predict. A common error in risk assessment and management is to underestimate the wildness of risk, assuming risk to be mild when in fact it is wild, which must be avoided if risk assessment and management are to be valid and reliable, according to Mandelbrot.

Process edit

According to the standard ISO 31000 – "Risk management – Principles and guidelines on implementation,"[3] the process of risk management consists of several steps as follows:

Establishing the context edit

This involves:

  1. observing the context
    • the social scope of risk management
    • the identity and objectives of stakeholders
    • the basis upon which risks will be evaluated, constraints.
  2. defining a framework for the activity and an agenda for identification
  3. developing an analysis of risks involved in the process
  4. mitigation or solution of risks using available technological, human and organizational resources

Identification edit

After establishing the context, the next step in the process of managing risk is to identify potential risks. Risks are about events that, when triggered, cause problems or benefits. Hence, risk identification can start with the source of problems and those of competitors (benefit), or with the problem's consequences.

  • Source analysis[13] – Risk sources may be internal or external to the system that is the target of risk management (use mitigation instead of management since by its own definition risk deals with factors of decision-making that cannot be managed).

Some examples of risk sources are: stakeholders of a project, employees of a company or the weather over an airport.

  • Problem analysis[citation needed] – Risks are related to identified threats. For example: the threat of losing money, the threat of abuse of confidential information or the threat of human errors, accidents and casualties. The threats may exist with various entities, most important with shareholders, customers and legislative bodies such as the government.

When either source or problem is known, the events that a source may trigger or the events that can lead to a problem can be investigated. For example: stakeholders withdrawing during a project may endanger funding of the project; confidential information may be stolen by employees even within a closed network; lightning striking an aircraft during takeoff may make all people on board immediate casualties.

The chosen method of identifying risks may depend on culture, industry practice and compliance. The identification methods are formed by templates or the development of templates for identifying source, problem or event. Common risk identification methods are:

  • Objectives-based risk identification [citation needed] – Organizations and project teams have objectives. Any event that may prevent an objective from being achieved is identified as risk.
  • Scenario-based risk identification – In scenario analysis different scenarios are created. The scenarios may be the alternative ways to achieve an objective, or an analysis of the interaction of forces in, for example, a market or battle. Any event that triggers an undesired scenario alternative is identified as risk – see Futures Studies for methodology used by Futurists.
  • Taxonomy-based risk identification – The taxonomy in taxonomy-based risk identification is a breakdown of possible risk sources. Based on the taxonomy and knowledge of best practices, a questionnaire is compiled. The answers to the questions reveal risks.[14]
  • Common-risk checking[15] – In several industries, lists with known risks are available. Each risk in the list can be checked for application to a particular situation.[16]
  • Risk charting[17] – This method combines the above approaches by listing resources at risk, threats to those resources, modifying factors which may increase or decrease the risk and consequences it is wished to avoid. Creating a matrix under these headings enables a variety of approaches. One can begin with resources and consider the threats they are exposed to and the consequences of each. Alternatively one can start with the threats and examine which resources they would affect, or one can begin with the consequences and determine which combination of threats and resources would be involved to bring them about.

Assessment edit

Once risks have been identified, they must then be assessed as to their potential severity of impact (generally a negative impact, such as damage or loss) and to the probability of occurrence. These quantities can be either simple to measure, in the case of the value of a lost building, or impossible to know for sure in the case of an unlikely event, the probability of occurrence of which is unknown. Therefore, in the assessment process it is critical to make the best educated decisions in order to properly prioritize the implementation of the risk management plan.

Even a short-term positive improvement can have long-term negative impacts. Take the "turnpike" example. A highway is widened to allow more traffic. More traffic capacity leads to greater development in the areas surrounding the improved traffic capacity. Over time, traffic thereby increases to fill available capacity. Turnpikes thereby need to be expanded in a seemingly endless cycles. There are many other engineering examples where expanded capacity (to do any function) is soon filled by increased demand. Since expansion comes at a cost, the resulting growth could become unsustainable without forecasting and management.

The fundamental difficulty in risk assessment is determining the rate of occurrence since statistical information is not available on all kinds of past incidents and is particularly scanty in the case of catastrophic events, simply because of their infrequency. Furthermore, evaluating the severity of the consequences (impact) is often quite difficult for intangible assets. Asset valuation is another question that needs to be addressed. Thus, best educated opinions and available statistics are the primary sources of information. Nevertheless, risk assessment should produce such information for senior executives of the organization that the primary risks are easy to understand and that the risk management decisions may be prioritized within overall company goals. Thus, there have been several theories and attempts to quantify risks. Numerous different risk formulae exist, but perhaps the most widely accepted formula for risk quantification is: "Rate (or probability) of occurrence multiplied by the impact of the event equals risk magnitude."[vague]

Risk options edit

Risk mitigation measures are usually formulated according to one or more of the following major risk options, which are:

  1. Design a new business process with adequate built-in risk control and containment measures from the start.
  2. Periodically re-assess risks that are accepted in ongoing processes as a normal feature of business operations and modify mitigation measures.
  3. Transfer risks to an external agency (e.g. an insurance company)
  4. Avoid risks altogether (e.g. by closing down a particular high-risk business area)

Later research[18] has shown that the financial benefits of risk management are less dependent on the formula used but are more dependent on the frequency and how risk assessment is performed.

In business it is imperative to be able to present the findings of risk assessments in financial, market, or schedule terms. Robert Courtney Jr. (IBM, 1970) proposed a formula for presenting risks in financial terms. The Courtney formula was accepted as the official risk analysis method for the US governmental agencies. The formula proposes calculation of ALE (annualized loss expectancy) and compares the expected loss value to the security control implementation costs (cost–benefit analysis).

Potential risk treatments edit

Once risks have been identified and assessed, all techniques to manage the risk fall into one or more of these four major categories:[19]

  • Avoidance (eliminate, withdraw from or not become involved)
  • Reduction (optimize – mitigate)
  • Sharing (transfer – outsource or insure)
  • Retention (accept and budget)

Ideal use of these risk control strategies may not be possible. Some of them may involve trade-offs that are not acceptable to the organization or person making the risk management decisions. Another source, from the US Department of Defense (see link), Defense Acquisition University, calls these categories ACAT, for Avoid, Control, Accept, or Transfer. This use of the ACAT acronym is reminiscent of another ACAT (for Acquisition Category) used in US Defense industry procurements, in which Risk Management figures prominently in decision making and planning.

Similarly to risks, opportunities have specific mitigation strategies: exploit, share, enhance, ignore.

Risk avoidance edit

This includes not performing an activity that could present risk. Refusing to purchase a property or business to avoid legal liability is one such example. Avoiding airplane flights for fear of hijacking. Avoidance may seem like the answer to all risks, but avoiding risks also means losing out on the potential gain that accepting (retaining) the risk may have allowed. Not entering a business to avoid the risk of loss also avoids the possibility of earning profits. Increasing risk regulation in hospitals has led to avoidance of treating higher risk conditions, in favor of patients presenting with lower risk.[20]

Risk reduction edit

Risk reduction or "optimization" involves reducing the severity of the loss or the likelihood of the loss from occurring. For example, sprinklers are designed to put out a fire to reduce the risk of loss by fire. This method may cause a greater loss by water damage and therefore may not be suitable. Halon fire suppression systems may mitigate that risk, but the cost may be prohibitive as a strategy.

Acknowledging that risks can be positive or negative, optimizing risks means finding a balance between negative risk and the benefit of the operation or activity; and between risk reduction and effort applied. By effectively applying Health, Safety and Environment (HSE) management standards, organizations can achieve tolerable levels of residual risk.[21]

Modern software development methodologies reduce risk by developing and delivering software incrementally. Early methodologies suffered from the fact that they only delivered software in the final phase of development; any problems encountered in earlier phases meant costly rework and often jeopardized the whole project. By developing in iterations, software projects can limit effort wasted to a single iteration.

Outsourcing could be an example of risk sharing strategy if the outsourcer can demonstrate higher capability at managing or reducing risks.[22] For example, a company may outsource only its software development, the manufacturing of hard goods, or customer support needs to another company, while handling the business management itself. This way, the company can concentrate more on business development without having to worry as much about the manufacturing process, managing the development team, or finding a physical location for a center. Also, implanting controls can also be an option in reducing risk. Controls that either detect causes of unwanted events prior to the consequences occurring during use of the product, or detection of the root causes of unwanted failures that the team can then avoid. Controls may focus on management or decision-making processes. All these may help to make better decisions concerning risk.[23]

Risk sharing edit

Briefly defined as "sharing with another party the burden of loss or the benefit of gain, from a risk, and the measures to reduce a risk."

The term 'risk transfer' is often used in place of risk-sharing in the mistaken belief that you can transfer a risk to a third party through insurance or outsourcing. In practice, if the insurance company or contractor go bankrupt or end up in court, the original risk is likely to still revert to the first party. As such, in the terminology of practitioners and scholars alike, the purchase of an insurance contract is often described as a "transfer of risk." However, technically speaking, the buyer of the contract generally retains legal responsibility for the losses "transferred", meaning that insurance may be described more accurately as a post-event compensatory mechanism. For example, a personal injuries insurance policy does not transfer the risk of a car accident to the insurance company. The risk still lies with the policyholder namely the person who has been in the accident. The insurance policy simply provides that if an accident (the event) occurs involving the policyholder then some compensation may be payable to the policyholder that is commensurate with the suffering/damage.

Methods of managing risk fall into multiple categories. Risk-retention pools are technically retaining the risk for the group, but spreading it over the whole group involves transfer among individual members of the group. This is different from traditional insurance, in that no premium is exchanged between members of the group upfront, but instead, losses are assessed to all members of the group.

Risk retention edit

Risk retention involves accepting the loss, or benefit of gain, from a risk when the incident occurs. True self-insurance falls in this category. Risk retention is a viable strategy for small risks where the cost of insuring against the risk would be greater over time than the total losses sustained. All risks that are not avoided or transferred are retained by default. This includes risks that are so large or catastrophic that either they cannot be insured against or the premiums would be infeasible. War is an example since most property and risks are not insured against war, so the loss attributed to war is retained by the insured. Also any amounts of potential loss (risk) over the amount insured is retained risk. This may also be acceptable if the chance of a very large loss is small or if the cost to insure for greater coverage amounts is so great that it would hinder the goals of the organization too much.

Risk management plan edit

Select appropriate controls or countermeasures to mitigate each risk. Risk mitigation needs to be approved by the appropriate level of management. For instance, a risk concerning the image of the organization should have top management decision behind it whereas IT management would have the authority to decide on computer virus risks.

The risk management plan should propose applicable and effective security controls for managing the risks. For example, an observed high risk of computer viruses could be mitigated by acquiring and implementing antivirus software. A good risk management plan should contain a schedule for control implementation and responsible persons for those actions. There are four basic steps of risk management plan, which are threat assessment, vulnerability assessment, impact assessment and risk mitigation strategy development. [24]

According to ISO/IEC 27001, the stage immediately after completion of the risk assessment phase consists of preparing a Risk Treatment Plan, which should document the decisions about how each of the identified risks should be handled. Mitigation of risks often means selection of security controls, which should be documented in a Statement of Applicability, which identifies which particular control objectives and controls from the standard have been selected, and why.

Implementation edit

Implementation follows all of the planned methods for mitigating the effect of the risks. Purchase insurance policies for the risks that it has been decided to transferred to an insurer, avoid all risks that can be avoided without sacrificing the entity's goals, reduce others, and retain the rest.

Review and evaluation of the plan edit

Initial risk management plans will never be perfect. Practice, experience, and actual loss results will necessitate changes in the plan and contribute information to allow possible different decisions to be made in dealing with the risks being faced.

Risk analysis results and management plans should be updated periodically. There are two primary reasons for this:

  1. to evaluate whether the previously selected security controls are still applicable and effective
  2. to evaluate the possible risk level changes in the business environment. For example, information risks are a good example of rapidly changing business environment.

Areas edit

Enterprise edit

Enterprise risk management (ERM) defines risk as those possible events or circumstances that can have negative influences on the enterprise in question, where the impact can be on the very existence, the resources (human and capital), the products and services, or the customers of the enterprise, as well as external impacts on society, markets, or the environment. There are various defined frameworks here, where every probable risk can have a pre-formulated plan to deal with its possible consequences (to ensure contingency if the risk becomes a liability). Managers thus analyze and monitor both the internal and external environment facing the enterprise, addressing business risk generally, and any impact on the enterprise achieving its strategic goals. ERM thus overlaps various other disciplines - operational risk management, financial risk management etc. - but is differentiated by its strategic and long-term focus. [25]ERM systems usually focus on safeguarding reputation, acknowledging its significant role in comprehensive risk management strategies.[26]

Finance edit

As applied to finance, risk management concerns the techniques and practices for measuring, monitoring and controlling the market risk, credit risk, and operational risk on a firm's balance sheet, on a bank's credit or trading exposure, or re a fund manager's portfolio value; for an overview see Finance § Risk management.

Information technology edit

In information technology, risk management includes "Incident Handling", an action plan for dealing with intrusions, cyber-theft, denial of service, fire, floods, and other security-related events. According to the SANS Institute, it is a six step process: Preparation, Identification, Containment, Eradication, Recovery, and Lessons Learned.[27]

Contractual risk management edit

The concept of "contractual risk management" emphasises the use of risk management techniques in contract deployment, i.e. managing the risks which are accepted through entry into a contract. Norwegian academic Petri Keskitalo defines "contractual risk management" as "a practical, proactive and systematical contracting method that uses contract planning and governance to manage risks connected to business activities".[28] In an article by Samuel Greengard published in 2010, two US legal cases are mentioned which emphasise the importance of having a strategy for dealing with risk:[29]

  • UDC v. CH2M Hill, which deals with the risk to a professional advisor who signs an indemnification provision including acceptance of a duty to defend, who may thereby pick up the legal costs of defending a client subject to a claim from a third party,[30]
  • Witt v. La Gorce Country Club, which deals with the effectiveness of a limitation of liability clause, which may, in certain jurisdictions, be found to be ineffective.[31]

Greengard recommends using industry-standard contract language as much as possible to reduce risk as much as possible and rely on clauses which have been in use and subject to established court interpretation over a number of years.[29]

Customs edit

Customs risk management is concerned with the risks which arise within the context of international trade and have a bearing on safety and security, including the risk that illicit drugs and counterfeit goods can pass across borders and the risk that shipments and their contents are incorrectly declared.[32] The European Union has adopted a Customs Risk Management Framework (CRMF) applicable across the union and throughout its member states, whose aims include establishing a common level of customs control protection and a balance between the objectives of safe customs control and the facilitation of legitimate trade.[33] Two events which prompted the European Commission to review customs risk management policy in 2012-13 were the September 11 attacks of 2001 and the 2010 transatlantic aircraft bomb plot involving packages being sent from Yemen to the United States, referred to by the Commission as "the October 2010 (Yemen) incident".[34]

Memory institutions (museums, libraries and archives) edit

Enterprise security edit

ESRM is a security program management approach that links security activities to an enterprise's mission and business goals through risk management methods. The security leader's role in ESRM is to manage risks of harm to enterprise assets in partnership with the business leaders whose assets are exposed to those risks. ESRM involves educating business leaders on the realistic impacts of identified risks, presenting potential strategies to mitigate those impacts, then enacting the option chosen by the business in line with accepted levels of business risk tolerance[35]

Medical devices edit

For medical devices, risk management is a process for identifying, evaluating and mitigating risks associated with harm to people and damage to property or the environment. Risk management is an integral part of medical device design and development, production processes and evaluation of field experience, and is applicable to all types of medical devices. The evidence of its application is required by most regulatory bodies such as the US FDA. The management of risks for medical devices is described by the International Organization for Standardization (ISO) in ISO 14971:2019, Medical Devices—The application of risk management to medical devices, a product safety standard. The standard provides a process framework and associated requirements for management responsibilities, risk analysis and evaluation, risk controls and lifecycle risk management. Guidance on the application of the standard is available via ISO/TR 24971:2020.

The European version of the risk management standard was updated in 2009 and again in 2012 to refer to the Medical Devices Directive (MDD) and Active Implantable Medical Device Directive (AIMDD) revision in 2007, as well as the In Vitro Medical Device Directive (IVDD). The requirements of EN 14971:2012 are nearly identical to ISO 14971:2007. The differences include three "(informative)" Z Annexes that refer to the new MDD, AIMDD, and IVDD. These annexes indicate content deviations that include the requirement for risks to be reduced as far as possible, and the requirement that risks be mitigated by design and not by labeling on the medical device (i.e., labeling can no longer be used to mitigate risk).

Typical risk analysis and evaluation techniques adopted by the medical device industry include hazard analysis, fault tree analysis (FTA), failure mode and effects analysis (FMEA), hazard and operability study (HAZOP), and risk traceability analysis for ensuring risk controls are implemented and effective (i.e. tracking risks identified to product requirements, design specifications, verification and validation results etc.). FTA analysis requires diagramming software. FMEA analysis can be done using a spreadsheet program. There are also integrated medical device risk management solutions.

Through a draft guidance, the FDA has introduced another method named "Safety Assurance Case" for medical device safety assurance analysis. The safety assurance case is structured argument reasoning about systems appropriate for scientists and engineers, supported by a body of evidence, that provides a compelling, comprehensible and valid case that a system is safe for a given application in a given environment. With the guidance, a safety assurance case is expected for safety critical devices (e.g. infusion devices) as part of the pre-market clearance submission, e.g. 510(k). In 2013, the FDA introduced another draft guidance expecting medical device manufacturers to submit cybersecurity risk analysis information.

Project management edit

Project risk management must be considered at the different phases of acquisition. At the beginning of a project, the advancement of technical developments, or threats presented by a competitor's projects, may cause a risk or threat assessment and subsequent evaluation of alternatives (see Analysis of Alternatives). Once a decision is made, and the project begun, more familiar project management applications can be used:[36][37][38]

  • Planning how risk will be managed in the particular project. Plans should include risk management tasks, responsibilities, activities and budget.
  • Assigning a risk officer – a team member other than a project manager who is responsible for foreseeing potential project problems. Typical characteristic of risk officer is a healthy skepticism.
  • Maintaining live project risk database. Each risk should have the following attributes: opening date, title, short description, probability and importance. Optionally a risk may have an assigned person responsible for its resolution and a date by which the risk must be resolved.
  • Creating anonymous risk reporting channel. Each team member should have the possibility to report risks that he/she foresees in the project.
  • Preparing mitigation plans for risks that are chosen to be mitigated. The purpose of the mitigation plan is to describe how this particular risk will be handled – what, when, by whom and how will it be done to avoid it or minimize consequences if it becomes a liability.
  • Summarizing planned and faced risks, effectiveness of mitigation activities, and effort spent for the risk management.

Megaprojects (infrastructure) edit

Megaprojects (sometimes also called "major programs") are large-scale investment projects, typically costing more than $1 billion per project. Megaprojects include major bridges, tunnels, highways, railways, airports, seaports, power plants, dams, wastewater projects, coastal flood protection schemes, oil and natural gas extraction projects, public buildings, information technology systems, aerospace projects, and defense systems. Megaprojects have been shown to be particularly risky in terms of finance, safety, and social and environmental impacts. Risk management is therefore particularly pertinent for megaprojects and special methods and special education have been developed for such risk management.[39]

Natural disasters edit

It is important to assess risk in regard to natural disasters like floods, earthquakes, and so on. Outcomes of natural disaster risk assessment are valuable when considering future repair costs, business interruption losses and other downtime, effects on the environment, insurance costs, and the proposed costs of reducing the risk.[40][41] The Sendai Framework for Disaster Risk Reduction is a 2015 international accord that has set goals and targets for disaster risk reduction in response to natural disasters.[42] There are regular International Disaster and Risk Conferences in Davos to deal with integral risk management.

Several tools can be used to assess risk and risk management of natural disasters and other climate events, including geospatial modeling, a key component of land change science. This modeling requires an understanding of geographic distributions of people as well as an ability to calculate the likelihood of a natural disaster occurring.

Wilderness edit

The management of risks to persons and property in wilderness and remote natural areas has developed with increases in outdoor recreation participation and decreased social tolerance for loss. Organizations providing commercial wilderness experiences can now align with national and international consensus standards for training and equipment such as ANSI/NASBLA 101-2017 (boating),[43] UIAA 152 (ice climbing tools),[44] and European Norm 13089:2015 + A1:2015 (mountaineering equipment).[45][46] The Association for Experiential Education offers accreditation for wilderness adventure programs.[47] The Wilderness Risk Management Conference provides access to best practices, and specialist organizations provide wilderness risk management consulting and training.[48]

The text Outdoor Safety – Risk Management for Outdoor Leaders,[49] published by the New Zealand Mountain Safety Council, provides a view of wilderness risk management from the New Zealand perspective, recognizing the value of national outdoor safety legislation and devoting considerable attention to the roles of judgment and decision-making processes in wilderness risk management.

One popular models for risk assessment is the Risk Assessment and Safety Management (RASM) Model developed by Rick Curtis, author of The Backpacker's Field Manual.[50] The formula for the RASM Model is: Risk = Probability of Accident × Severity of Consequences. The RASM Model weighs negative risk—the potential for loss, against positive risk—the potential for growth.

Information technology edit

IT risk is a risk related to information technology. This is a relatively new term due to an increasing awareness that information security is simply one facet of a multitude of risks that are relevant to IT and the real world processes it supports. "Cybersecurity is tied closely to the advancement of technology. It lags only long enough for incentives like black markets to evolve and new exploits to be discovered. There is no end in sight for the advancement of technology, so we can expect the same from cybersecurity."[51]

ISACA's Risk IT framework ties IT risk to enterprise risk management.

Duty of Care Risk Analysis (DoCRA)[52] evaluates risks and their safeguards and considers the interests of all parties potentially affected by those risks.

Operations edit

Operational risk management (ORM) is the oversight of operational risk, including the risk of loss resulting from: inadequate or failed internal processes and systems; human factors; or external events. Given the nature of operations, ORM is typically a "continual" process, and will include ongoing risk assessment, risk decision making, and the implementation of risk controls.

Petroleum and natural gas edit

For the offshore oil and gas industry, operational risk management is regulated by the safety case regime in many countries. Hazard identification and risk assessment tools and techniques are described in the international standard ISO 17776:2000, and organisations such as the IADC (International Association of Drilling Contractors) publish guidelines for Health, Safety and Environment (HSE) Case development which are based on the ISO standard. Further, diagrammatic representations of hazardous events are often expected by governmental regulators as part of risk management in safety case submissions; these are known as bow-tie diagrams (see Network theory in risk assessment). The technique is also used by organisations and regulators in mining, aviation, health, defence, industrial and finance.

Pharmaceutical sector edit

The principles and tools for quality risk management are increasingly being applied to different aspects of pharmaceutical quality systems. These aspects include development, manufacturing, distribution, inspection, and submission/review processes throughout the lifecycle of drug substances, drug products, biological and biotechnological products (including the use of raw materials, solvents, excipients, packaging and labeling materials in drug products, biological and biotechnological products). Risk management is also applied to the assessment of microbiological contamination in relation to pharmaceutical products and cleanroom manufacturing environments.[53]

Supply chain edit

Supply chain risk management (SCRM) aims at maintaining supply chain continuity in the event of scenarios or incidents which could interrupt normal business and hence profitability. Risks to the supply chain range from everyday to exceptional, including unpredictable natural events (such as tsunamis and pandemics) to counterfeit products, and reach across quality, security, to resiliency and product integrity. Mitigation of these risks can involve various elements of the business including logistics and cybersecurity, as well as the areas of finance and operations.

Risk communication edit

Risk communication is a complex cross-disciplinary academic field that is part of risk management and related to fields like crisis communication. The goal is to make sure that targeted audiences understand how risks effect to them or their communities by appealing to their values.[54][55]

Risk communication is particularly important in disaster preparedness,[56] public health,[57] and preparation for major global catastrophic risk.[56] For example, the impacts of climate change and climate risk effect every part of society, so communicating that risk is an important climate communication practice, in order for societies to plan for climate adaptation.[58] Similarly, in pandemic prevention, understanding of risk helps communities stop the spread of disease and improve responses.[59]

Risk communication deals with possible risks and aims to raise awareness of those risks to encourage or persuade changes in behavior to relieve threats in the long term. On the other hand, crisis communication is aimed at raising awareness of a specific type of threat, the magnitude, outcomes, and specific behaviors to adopt to reduce the threat.[60]

Risk communication in food safety is part of the risk analysis framework. Together with risk assessment and risk management, risk communication aims to reduce foodborne illnesses. Food safety risk communication is an obligatory activity for food safety authorities[61] in countries, which adopted the Agreement on the Application of Sanitary and Phytosanitary Measures.

Risk communication also exists on a smaller scale. For instance, the risks associated with personal medical decisions have to be communicated to that individual along with their family.[62]

See also edit

References edit

  1. ^ a b Hubbard, Douglas (2009). The Failure of Risk Management: Why It's Broken and How to Fix It. John Wiley & Sons. p. 46.
  2. ^ a b ISO/IEC Guide 73:2009 (2009). Risk management — Vocabulary. International Organization for Standardization.{{cite book}}: CS1 maint: numeric names: authors list (link)
  3. ^ a b ISO/DIS 31000 (2018). Risk management — Principles and guidelines on implementation. International Organization for Standardization.{{cite book}}: CS1 maint: numeric names: authors list (link)
  4. ^ ISO 31000:2018 – Risk management – A Practical Guide (1 ed.). ISO, UNIDO. 2021. ISBN 978-92-67-11233-6. Retrieved 17 December 2021.
  5. ^ "Risk Manager" Society for Human Resource Management
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  54. ^ Risk Communication Primer—Tools and Techniques. Navy and Marine Corps Public Health Center
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  56. ^ a b Rahman, Alfi; Munadi, Khairul (2019). "Communicating Risk in Enhancing Disaster Preparedness: A Pragmatic Example of Disaster Risk Communication Approach from the Case of Smong Story". IOP Conference Series: Earth and Environmental Science. 273 (1): 012040. Bibcode:2019E&ES..273a2040R. doi:10.1088/1755-1315/273/1/012040. S2CID 199164028.
  57. ^ Motarjemi, Y.; Ross, T (2014-01-01), "Risk Analysis: Risk Communication: Biological Hazards", in Motarjemi, Yasmine (ed.), Encyclopedia of Food Safety, Waltham: Academic Press, pp. 127–132, ISBN 978-0-12-378613-5, retrieved 2021-11-12
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  60. ^ REYNOLDS, BARBARA; SEEGER, MATTHEW W. (2005-02-23). "Crisis and Emergency Risk Communication as an Integrative Model". Journal of Health Communication. 10 (1): 43–55. doi:10.1080/10810730590904571. ISSN 1081-0730. PMID 15764443. S2CID 16810613.
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  62. ^ Stevenson, Mabel; Taylor, Brian J. (2018-06-03). "Risk communication in dementia care: family perspectives". Journal of Risk Research. 21 (6): 692–709. doi:10.1080/13669877.2016.1235604. ISSN 1366-9877. S2CID 152134132.

External links edit

  • DoD Risk, Issue, and Opportunity Management Guide for Defense Acquisition Programs 2017-07-04 at the Wayback Machine (2017)
  • DoD Risk Management Guide for Defense Acquisition Programs (2014)
  •   Media related to Risk management at Wikimedia Commons

risk, management, other, uses, risk, disambiguation, business, risks, risk, analysis, business, magazine, risk, management, magazine, this, article, needs, additional, citations, verification, please, help, improve, this, article, adding, citations, reliable, . For other uses see Risk disambiguation For business risks see Risk analysis business For the magazine see Risk Management magazine This article needs additional citations for verification Please help improve this article by adding citations to reliable sources Unsourced material may be challenged and removed Find sources Risk management news newspapers books scholar JSTOR January 2014 Learn how and when to remove this template message Risk management is the identification evaluation and prioritization of risks defined in ISO 31000 as the effect of uncertainty on objectives followed by coordinated and economical application of resources to minimize monitor and control the probability or impact of unfortunate events 1 or to maximize the realization of opportunities Example of risk assessment A NASA model showing areas at high risk from impact for the International Space Station Risks can come from various sources including uncertainty in international markets political instability threats from project failures at any phase in design development production or sustaining of life cycles legal liabilities credit risk accidents natural causes and disasters deliberate attack from an adversary or events of uncertain or unpredictable root cause There are two types of events i e negative events can be classified as risks while positive events are classified as opportunities Risk management standards have been developed by various institutions including the Project Management Institute the National Institute of Standards and Technology actuarial societies and ISO standards quality management standards to help work more efficiently and reduce product failures 2 3 4 Methods definitions and goals vary widely according to whether the risk management method is in the context of project management security engineering industrial processes financial portfolios actuarial assessments or public health and safety Certain risk management standards have been criticized for having no measurable improvement on risk whereas the confidence in estimates and decisions seems to increase 1 Strategies to manage threats uncertainties with negative consequences typically include avoiding the threat reducing the negative effect or probability of the threat transferring all or part of the threat to another party and even retaining some or all of the potential or actual consequences of a particular threat The opposite of these strategies can be used to respond to opportunities uncertain future states with benefits As a professional role a risk manager 5 will oversee the organization s comprehensive insurance and risk management program assessing and identifying risks that could impede the reputation safety security or financial success of the organization and then develop plans to minimize and or mitigate any negative financial outcomes Risk Analysts 6 support the technical side of the organization s risk management approach once risk data has been compiled and evaluated analysts share their findings with their managers who use those insights to decide among possible solutions See also Chief Risk Officer internal audit and Financial risk management Corporate finance Contents 1 Introduction 1 1 Risks vs opportunities 1 2 Method 1 3 Principles 1 4 Mild versus wild risk 2 Process 2 1 Establishing the context 2 2 Identification 2 3 Assessment 3 Risk options 3 1 Potential risk treatments 3 1 1 Risk avoidance 3 1 2 Risk reduction 3 1 3 Risk sharing 3 1 4 Risk retention 3 2 Risk management plan 3 3 Implementation 3 4 Review and evaluation of the plan 4 Areas 4 1 Enterprise 4 2 Finance 4 3 Information technology 4 4 Contractual risk management 4 5 Customs 4 6 Memory institutions museums libraries and archives 4 7 Enterprise security 4 8 Medical devices 4 9 Project management 4 10 Megaprojects infrastructure 4 11 Natural disasters 4 12 Wilderness 4 13 Information technology 4 14 Operations 4 15 Petroleum and natural gas 4 16 Pharmaceutical sector 4 17 Supply chain 5 Risk communication 6 See also 7 References 8 External linksIntroduction editRisk management appears in scientific and management literature since the 1920s It became a formal science in the 1950s when articles and books with risk management in the title also appear in library searches 7 Most of research was initially related to finance and insurance A widely used vocabulary for risk management is defined by ISO Guide 73 2009 Risk management Vocabulary 2 In ideal risk management a prioritization process is followed whereby the risks with the greatest loss or impact and the greatest probability of occurring are handled first Risks with lower probability of occurrence and lower loss are handled in descending order In practice the process of assessing overall risk can be difficult and balancing resources used to mitigate between risks with a high probability of occurrence but lower loss versus a risk with high loss but lower probability of occurrence can often be mishandled Intangible risk management identifies a new type of a risk that has a 100 probability of occurring but is ignored by the organization due to a lack of identification ability For example when deficient knowledge is applied to a situation a knowledge risk materializes Relationship risk appears when ineffective collaboration occurs Process engagement risk may be an issue when ineffective operational procedures are applied These risks directly reduce the productivity of knowledge workers decrease cost effectiveness profitability service quality reputation brand value and earnings quality Intangible risk management allows risk management to create immediate value from the identification and reduction of risks that reduce productivity Opportunity cost represents a unique challenge for risk managers It can be difficult to determine when to put resources toward risk management and when to use those resources elsewhere Again ideal risk management minimizes spending or manpower or other resources and also minimizes the negative effects of risks Risk is defined as the possibility that an event will occur that adversely affects the achievement of an objective Uncertainty therefore is a key aspect of risk Systems like the Committee of Sponsoring Organizations of the Treadway Commission Enterprise Risk Management COSO ERM can assist managers in mitigating risk factors Each company may have different internal control components which leads to different outcomes For example the framework for ERM components includes Internal Environment Objective Setting Event Identification Risk Assessment Risk Response Control Activities Information and Communication and Monitoring Risks vs opportunities edit Opportunities first appear in academic research or management books in the 1990s The first PMBoK Project Management Body of Knowledge draft of 1987 doesn t mention opportunities at all Modern project management school does recognize the importance of opportunities Opportunities have been included in project management literature since the 1990s e g in PMBoK and became a significant part of project risk management in the years 2000s 8 when articles titled opportunity management also begin to appear in library searches Opportunity management thus became an important part of risk management Modern risk management theory deals with any type of external events positive and negative Positive risks are called opportunities Similarly to risks opportunities have specific mitigation strategies exploit share enhance ignore In practice risks are considered usually negative Risk related research and practice focus significantly more on threats than on opportunities This can lead to negative phenomena such as target fixation 9 Method edit For the most part these methods consist of the following elements performed more or less in the following order Identify the threats Assess the vulnerability of critical assets to specific threats Determine the risk i e the expected likelihood and consequences of specific types of attacks on specific assets Identify ways to reduce those risks Prioritize risk reduction measures The Risk management knowledge area as defined by the Project Management Body of Knowledge PMBoK consists of the following processes Plan Risk Management defining how to conduct risk management activities Identify Risks identifying individual project risks as well as sources Perform Qualitative Risk Analysis prioritizing individual project risks by assessing probability and impact Perform Quantitative Risk Analysis numerical analysis of the effects Plan Risk Responses developing options selecting strategies and actions Implement Risk Responses implementing agreed upon risk response plans In the 4th Ed of PMBoK this process was included as an activity in the Monitor and Control process but was later separated as a distinct process in PMBoK 6th Ed 10 Monitor Risks monitoring the implementation This process was known as Monitor and Control in the previous PMBoK 4th Ed when it also included the Implement Risk Responses process Principles edit The International Organization for Standardization ISO identifies the following principles of risk management 11 Risk management should Create value resources expended to mitigate risk should be less than the consequence of inaction Be an integral part of organizational processes Be part of decision making process Explicitly address uncertainty and assumptions Be a systematic and structured process Be based on the best available information Be tailorable Take human factors into account Be transparent and inclusive Be dynamic iterative and responsive to change Be capable of continual improvement and enhancement Be continually or periodically re assessed Mild versus wild risk edit Benoit Mandelbrot distinguished between mild and wild risk and argued that risk assessment and management must be fundamentally different for the two types of risk 12 Mild risk follows normal or near normal probability distributions is subject to regression to the mean and the law of large numbers and is therefore relatively predictable Wild risk follows fat tailed distributions e g Pareto or power law distributions is subject to regression to the tail infinite mean or variance rendering the law of large numbers invalid or ineffective and is therefore difficult or impossible to predict A common error in risk assessment and management is to underestimate the wildness of risk assuming risk to be mild when in fact it is wild which must be avoided if risk assessment and management are to be valid and reliable according to Mandelbrot Process editAccording to the standard ISO 31000 Risk management Principles and guidelines on implementation 3 the process of risk management consists of several steps as follows Establishing the context edit This involves observing the context the social scope of risk management the identity and objectives of stakeholders the basis upon which risks will be evaluated constraints defining a framework for the activity and an agenda for identification developing an analysis of risks involved in the process mitigation or solution of risks using available technological human and organizational resources Identification edit After establishing the context the next step in the process of managing risk is to identify potential risks Risks are about events that when triggered cause problems or benefits Hence risk identification can start with the source of problems and those of competitors benefit or with the problem s consequences Source analysis 13 Risk sources may be internal or external to the system that is the target of risk management use mitigation instead of management since by its own definition risk deals with factors of decision making that cannot be managed Some examples of risk sources are stakeholders of a project employees of a company or the weather over an airport Problem analysis citation needed Risks are related to identified threats For example the threat of losing money the threat of abuse of confidential information or the threat of human errors accidents and casualties The threats may exist with various entities most important with shareholders customers and legislative bodies such as the government When either source or problem is known the events that a source may trigger or the events that can lead to a problem can be investigated For example stakeholders withdrawing during a project may endanger funding of the project confidential information may be stolen by employees even within a closed network lightning striking an aircraft during takeoff may make all people on board immediate casualties The chosen method of identifying risks may depend on culture industry practice and compliance The identification methods are formed by templates or the development of templates for identifying source problem or event Common risk identification methods are Objectives based risk identification citation needed Organizations and project teams have objectives Any event that may prevent an objective from being achieved is identified as risk Scenario based risk identification In scenario analysis different scenarios are created The scenarios may be the alternative ways to achieve an objective or an analysis of the interaction of forces in for example a market or battle Any event that triggers an undesired scenario alternative is identified as risk see Futures Studies for methodology used by Futurists Taxonomy based risk identification The taxonomy in taxonomy based risk identification is a breakdown of possible risk sources Based on the taxonomy and knowledge of best practices a questionnaire is compiled The answers to the questions reveal risks 14 Common risk checking 15 In several industries lists with known risks are available Each risk in the list can be checked for application to a particular situation 16 Risk charting 17 This method combines the above approaches by listing resources at risk threats to those resources modifying factors which may increase or decrease the risk and consequences it is wished to avoid Creating a matrix under these headings enables a variety of approaches One can begin with resources and consider the threats they are exposed to and the consequences of each Alternatively one can start with the threats and examine which resources they would affect or one can begin with the consequences and determine which combination of threats and resources would be involved to bring them about Assessment edit Main article Risk assessment Once risks have been identified they must then be assessed as to their potential severity of impact generally a negative impact such as damage or loss and to the probability of occurrence These quantities can be either simple to measure in the case of the value of a lost building or impossible to know for sure in the case of an unlikely event the probability of occurrence of which is unknown Therefore in the assessment process it is critical to make the best educated decisions in order to properly prioritize the implementation of the risk management plan Even a short term positive improvement can have long term negative impacts Take the turnpike example A highway is widened to allow more traffic More traffic capacity leads to greater development in the areas surrounding the improved traffic capacity Over time traffic thereby increases to fill available capacity Turnpikes thereby need to be expanded in a seemingly endless cycles There are many other engineering examples where expanded capacity to do any function is soon filled by increased demand Since expansion comes at a cost the resulting growth could become unsustainable without forecasting and management The fundamental difficulty in risk assessment is determining the rate of occurrence since statistical information is not available on all kinds of past incidents and is particularly scanty in the case of catastrophic events simply because of their infrequency Furthermore evaluating the severity of the consequences impact is often quite difficult for intangible assets Asset valuation is another question that needs to be addressed Thus best educated opinions and available statistics are the primary sources of information Nevertheless risk assessment should produce such information for senior executives of the organization that the primary risks are easy to understand and that the risk management decisions may be prioritized within overall company goals Thus there have been several theories and attempts to quantify risks Numerous different risk formulae exist but perhaps the most widely accepted formula for risk quantification is Rate or probability of occurrence multiplied by the impact of the event equals risk magnitude vague Risk options editRisk mitigation measures are usually formulated according to one or more of the following major risk options which are Design a new business process with adequate built in risk control and containment measures from the start Periodically re assess risks that are accepted in ongoing processes as a normal feature of business operations and modify mitigation measures Transfer risks to an external agency e g an insurance company Avoid risks altogether e g by closing down a particular high risk business area Later research 18 has shown that the financial benefits of risk management are less dependent on the formula used but are more dependent on the frequency and how risk assessment is performed In business it is imperative to be able to present the findings of risk assessments in financial market or schedule terms Robert Courtney Jr IBM 1970 proposed a formula for presenting risks in financial terms The Courtney formula was accepted as the official risk analysis method for the US governmental agencies The formula proposes calculation of ALE annualized loss expectancy and compares the expected loss value to the security control implementation costs cost benefit analysis Potential risk treatments edit Once risks have been identified and assessed all techniques to manage the risk fall into one or more of these four major categories 19 Avoidance eliminate withdraw from or not become involved Reduction optimize mitigate Sharing transfer outsource or insure Retention accept and budget Ideal use of these risk control strategies may not be possible Some of them may involve trade offs that are not acceptable to the organization or person making the risk management decisions Another source from the US Department of Defense see link Defense Acquisition University calls these categories ACAT for Avoid Control Accept or Transfer This use of the ACAT acronym is reminiscent of another ACAT for Acquisition Category used in US Defense industry procurements in which Risk Management figures prominently in decision making and planning Similarly to risks opportunities have specific mitigation strategies exploit share enhance ignore Risk avoidance edit This includes not performing an activity that could present risk Refusing to purchase a property or business to avoid legal liability is one such example Avoiding airplane flights for fear of hijacking Avoidance may seem like the answer to all risks but avoiding risks also means losing out on the potential gain that accepting retaining the risk may have allowed Not entering a business to avoid the risk of loss also avoids the possibility of earning profits Increasing risk regulation in hospitals has led to avoidance of treating higher risk conditions in favor of patients presenting with lower risk 20 Risk reduction edit Risk reduction or optimization involves reducing the severity of the loss or the likelihood of the loss from occurring For example sprinklers are designed to put out a fire to reduce the risk of loss by fire This method may cause a greater loss by water damage and therefore may not be suitable Halon fire suppression systems may mitigate that risk but the cost may be prohibitive as a strategy Acknowledging that risks can be positive or negative optimizing risks means finding a balance between negative risk and the benefit of the operation or activity and between risk reduction and effort applied By effectively applying Health Safety and Environment HSE management standards organizations can achieve tolerable levels of residual risk 21 Modern software development methodologies reduce risk by developing and delivering software incrementally Early methodologies suffered from the fact that they only delivered software in the final phase of development any problems encountered in earlier phases meant costly rework and often jeopardized the whole project By developing in iterations software projects can limit effort wasted to a single iteration Outsourcing could be an example of risk sharing strategy if the outsourcer can demonstrate higher capability at managing or reducing risks 22 For example a company may outsource only its software development the manufacturing of hard goods or customer support needs to another company while handling the business management itself This way the company can concentrate more on business development without having to worry as much about the manufacturing process managing the development team or finding a physical location for a center Also implanting controls can also be an option in reducing risk Controls that either detect causes of unwanted events prior to the consequences occurring during use of the product or detection of the root causes of unwanted failures that the team can then avoid Controls may focus on management or decision making processes All these may help to make better decisions concerning risk 23 Risk sharing edit Briefly defined as sharing with another party the burden of loss or the benefit of gain from a risk and the measures to reduce a risk The term risk transfer is often used in place of risk sharing in the mistaken belief that you can transfer a risk to a third party through insurance or outsourcing In practice if the insurance company or contractor go bankrupt or end up in court the original risk is likely to still revert to the first party As such in the terminology of practitioners and scholars alike the purchase of an insurance contract is often described as a transfer of risk However technically speaking the buyer of the contract generally retains legal responsibility for the losses transferred meaning that insurance may be described more accurately as a post event compensatory mechanism For example a personal injuries insurance policy does not transfer the risk of a car accident to the insurance company The risk still lies with the policyholder namely the person who has been in the accident The insurance policy simply provides that if an accident the event occurs involving the policyholder then some compensation may be payable to the policyholder that is commensurate with the suffering damage Methods of managing risk fall into multiple categories Risk retention pools are technically retaining the risk for the group but spreading it over the whole group involves transfer among individual members of the group This is different from traditional insurance in that no premium is exchanged between members of the group upfront but instead losses are assessed to all members of the group Risk retention edit Risk retention involves accepting the loss or benefit of gain from a risk when the incident occurs True self insurance falls in this category Risk retention is a viable strategy for small risks where the cost of insuring against the risk would be greater over time than the total losses sustained All risks that are not avoided or transferred are retained by default This includes risks that are so large or catastrophic that either they cannot be insured against or the premiums would be infeasible War is an example since most property and risks are not insured against war so the loss attributed to war is retained by the insured Also any amounts of potential loss risk over the amount insured is retained risk This may also be acceptable if the chance of a very large loss is small or if the cost to insure for greater coverage amounts is so great that it would hinder the goals of the organization too much Risk management plan edit Main article Risk management plan Select appropriate controls or countermeasures to mitigate each risk Risk mitigation needs to be approved by the appropriate level of management For instance a risk concerning the image of the organization should have top management decision behind it whereas IT management would have the authority to decide on computer virus risks The risk management plan should propose applicable and effective security controls for managing the risks For example an observed high risk of computer viruses could be mitigated by acquiring and implementing antivirus software A good risk management plan should contain a schedule for control implementation and responsible persons for those actions There are four basic steps of risk management plan which are threat assessment vulnerability assessment impact assessment and risk mitigation strategy development 24 According to ISO IEC 27001 the stage immediately after completion of the risk assessment phase consists of preparing a Risk Treatment Plan which should document the decisions about how each of the identified risks should be handled Mitigation of risks often means selection of security controls which should be documented in a Statement of Applicability which identifies which particular control objectives and controls from the standard have been selected and why Implementation edit Implementation follows all of the planned methods for mitigating the effect of the risks Purchase insurance policies for the risks that it has been decided to transferred to an insurer avoid all risks that can be avoided without sacrificing the entity s goals reduce others and retain the rest Review and evaluation of the plan edit Initial risk management plans will never be perfect Practice experience and actual loss results will necessitate changes in the plan and contribute information to allow possible different decisions to be made in dealing with the risks being faced Risk analysis results and management plans should be updated periodically There are two primary reasons for this to evaluate whether the previously selected security controls are still applicable and effective to evaluate the possible risk level changes in the business environment For example information risks are a good example of rapidly changing business environment Areas editEnterprise edit Main article Enterprise risk management Enterprise risk management ERM defines risk as those possible events or circumstances that can have negative influences on the enterprise in question where the impact can be on the very existence the resources human and capital the products and services or the customers of the enterprise as well as external impacts on society markets or the environment There are various defined frameworks here where every probable risk can have a pre formulated plan to deal with its possible consequences to ensure contingency if the risk becomes a liability Managers thus analyze and monitor both the internal and external environment facing the enterprise addressing business risk generally and any impact on the enterprise achieving its strategic goals ERM thus overlaps various other disciplines operational risk management financial risk management etc but is differentiated by its strategic and long term focus 25 ERM systems usually focus on safeguarding reputation acknowledging its significant role in comprehensive risk management strategies 26 Finance edit Main article Financial risk management As applied to finance risk management concerns the techniques and practices for measuring monitoring and controlling the market risk credit risk and operational risk on a firm s balance sheet on a bank s credit or trading exposure or re a fund manager s portfolio value for an overview see Finance Risk management A traditional measure in banking is value at risk VaR the possible loss due to adverse credit and market events Banks seek to hedge these risks and will hold risk capital on the net position The Basel III framework governs the parallel regulatory capital requirements including for operational risk Fund managers employ various strategies to protect their fund value these given their mandate and benchmark Non financial firms focus on business risk more generally overlapping enterprise risk management i e those events and occurrences which could negatively impact cash flow or profitability and hence result in a loss of business value or a decline in share price Information technology edit In information technology risk management includes Incident Handling an action plan for dealing with intrusions cyber theft denial of service fire floods and other security related events According to the SANS Institute it is a six step process Preparation Identification Containment Eradication Recovery and Lessons Learned 27 Contractual risk management edit See also Contract management The concept of contractual risk management emphasises the use of risk management techniques in contract deployment i e managing the risks which are accepted through entry into a contract Norwegian academic Petri Keskitalo defines contractual risk management as a practical proactive and systematical contracting method that uses contract planning and governance to manage risks connected to business activities 28 In an article by Samuel Greengard published in 2010 two US legal cases are mentioned which emphasise the importance of having a strategy for dealing with risk 29 UDC v CH2M Hill which deals with the risk to a professional advisor who signs an indemnification provision including acceptance of a duty to defend who may thereby pick up the legal costs of defending a client subject to a claim from a third party 30 Witt v La Gorce Country Club which deals with the effectiveness of a limitation of liability clause which may in certain jurisdictions be found to be ineffective 31 Greengard recommends using industry standard contract language as much as possible to reduce risk as much as possible and rely on clauses which have been in use and subject to established court interpretation over a number of years 29 Customs edit Customs risk management is concerned with the risks which arise within the context of international trade and have a bearing on safety and security including the risk that illicit drugs and counterfeit goods can pass across borders and the risk that shipments and their contents are incorrectly declared 32 The European Union has adopted a Customs Risk Management Framework CRMF applicable across the union and throughout its member states whose aims include establishing a common level of customs control protection and a balance between the objectives of safe customs control and the facilitation of legitimate trade 33 Two events which prompted the European Commission to review customs risk management policy in 2012 13 were the September 11 attacks of 2001 and the 2010 transatlantic aircraft bomb plot involving packages being sent from Yemen to the United States referred to by the Commission as the October 2010 Yemen incident 34 Memory institutions museums libraries and archives edit Main article Risk management cultural property Enterprise security edit ESRM is a security program management approach that links security activities to an enterprise s mission and business goals through risk management methods The security leader s role in ESRM is to manage risks of harm to enterprise assets in partnership with the business leaders whose assets are exposed to those risks ESRM involves educating business leaders on the realistic impacts of identified risks presenting potential strategies to mitigate those impacts then enacting the option chosen by the business in line with accepted levels of business risk tolerance 35 Medical devices edit For medical devices risk management is a process for identifying evaluating and mitigating risks associated with harm to people and damage to property or the environment Risk management is an integral part of medical device design and development production processes and evaluation of field experience and is applicable to all types of medical devices The evidence of its application is required by most regulatory bodies such as the US FDA The management of risks for medical devices is described by the International Organization for Standardization ISO in ISO 14971 2019 Medical Devices The application of risk management to medical devices a product safety standard The standard provides a process framework and associated requirements for management responsibilities risk analysis and evaluation risk controls and lifecycle risk management Guidance on the application of the standard is available via ISO TR 24971 2020 The European version of the risk management standard was updated in 2009 and again in 2012 to refer to the Medical Devices Directive MDD and Active Implantable Medical Device Directive AIMDD revision in 2007 as well as the In Vitro Medical Device Directive IVDD The requirements of EN 14971 2012 are nearly identical to ISO 14971 2007 The differences include three informative Z Annexes that refer to the new MDD AIMDD and IVDD These annexes indicate content deviations that include the requirement for risks to be reduced as far as possible and the requirement that risks be mitigated by design and not by labeling on the medical device i e labeling can no longer be used to mitigate risk Typical risk analysis and evaluation techniques adopted by the medical device industry include hazard analysis fault tree analysis FTA failure mode and effects analysis FMEA hazard and operability study HAZOP and risk traceability analysis for ensuring risk controls are implemented and effective i e tracking risks identified to product requirements design specifications verification and validation results etc FTA analysis requires diagramming software FMEA analysis can be done using a spreadsheet program There are also integrated medical device risk management solutions Through a draft guidance the FDA has introduced another method named Safety Assurance Case for medical device safety assurance analysis The safety assurance case is structured argument reasoning about systems appropriate for scientists and engineers supported by a body of evidence that provides a compelling comprehensible and valid case that a system is safe for a given application in a given environment With the guidance a safety assurance case is expected for safety critical devices e g infusion devices as part of the pre market clearance submission e g 510 k In 2013 the FDA introduced another draft guidance expecting medical device manufacturers to submit cybersecurity risk analysis information Project management edit Main article project risk management Project risk management must be considered at the different phases of acquisition At the beginning of a project the advancement of technical developments or threats presented by a competitor s projects may cause a risk or threat assessment and subsequent evaluation of alternatives see Analysis of Alternatives Once a decision is made and the project begun more familiar project management applications can be used 36 37 38 Planning how risk will be managed in the particular project Plans should include risk management tasks responsibilities activities and budget Assigning a risk officer a team member other than a project manager who is responsible for foreseeing potential project problems Typical characteristic of risk officer is a healthy skepticism Maintaining live project risk database Each risk should have the following attributes opening date title short description probability and importance Optionally a risk may have an assigned person responsible for its resolution and a date by which the risk must be resolved Creating anonymous risk reporting channel Each team member should have the possibility to report risks that he she foresees in the project Preparing mitigation plans for risks that are chosen to be mitigated The purpose of the mitigation plan is to describe how this particular risk will be handled what when by whom and how will it be done to avoid it or minimize consequences if it becomes a liability Summarizing planned and faced risks effectiveness of mitigation activities and effort spent for the risk management Megaprojects infrastructure edit Megaprojects sometimes also called major programs are large scale investment projects typically costing more than 1 billion per project Megaprojects include major bridges tunnels highways railways airports seaports power plants dams wastewater projects coastal flood protection schemes oil and natural gas extraction projects public buildings information technology systems aerospace projects and defense systems Megaprojects have been shown to be particularly risky in terms of finance safety and social and environmental impacts Risk management is therefore particularly pertinent for megaprojects and special methods and special education have been developed for such risk management 39 Natural disasters edit It is important to assess risk in regard to natural disasters like floods earthquakes and so on Outcomes of natural disaster risk assessment are valuable when considering future repair costs business interruption losses and other downtime effects on the environment insurance costs and the proposed costs of reducing the risk 40 41 The Sendai Framework for Disaster Risk Reduction is a 2015 international accord that has set goals and targets for disaster risk reduction in response to natural disasters 42 There are regular International Disaster and Risk Conferences in Davos to deal with integral risk management Several tools can be used to assess risk and risk management of natural disasters and other climate events including geospatial modeling a key component of land change science This modeling requires an understanding of geographic distributions of people as well as an ability to calculate the likelihood of a natural disaster occurring Wilderness edit The management of risks to persons and property in wilderness and remote natural areas has developed with increases in outdoor recreation participation and decreased social tolerance for loss Organizations providing commercial wilderness experiences can now align with national and international consensus standards for training and equipment such as ANSI NASBLA 101 2017 boating 43 UIAA 152 ice climbing tools 44 and European Norm 13089 2015 A1 2015 mountaineering equipment 45 46 The Association for Experiential Education offers accreditation for wilderness adventure programs 47 The Wilderness Risk Management Conference provides access to best practices and specialist organizations provide wilderness risk management consulting and training 48 The text Outdoor Safety Risk Management for Outdoor Leaders 49 published by the New Zealand Mountain Safety Council provides a view of wilderness risk management from the New Zealand perspective recognizing the value of national outdoor safety legislation and devoting considerable attention to the roles of judgment and decision making processes in wilderness risk management One popular models for risk assessment is the Risk Assessment and Safety Management RASM Model developed by Rick Curtis author of The Backpacker s Field Manual 50 The formula for the RASM Model is Risk Probability of Accident Severity of Consequences The RASM Model weighs negative risk the potential for loss against positive risk the potential for growth Information technology edit Main article IT risk management IT risk is a risk related to information technology This is a relatively new term due to an increasing awareness that information security is simply one facet of a multitude of risks that are relevant to IT and the real world processes it supports Cybersecurity is tied closely to the advancement of technology It lags only long enough for incentives like black markets to evolve and new exploits to be discovered There is no end in sight for the advancement of technology so we can expect the same from cybersecurity 51 ISACA s Risk IT framework ties IT risk to enterprise risk management Duty of Care Risk Analysis DoCRA 52 evaluates risks and their safeguards and considers the interests of all parties potentially affected by those risks Operations edit Main article Operational risk management Operational risk management ORM is the oversight of operational risk including the risk of loss resulting from inadequate or failed internal processes and systems human factors or external events Given the nature of operations ORM is typically a continual process and will include ongoing risk assessment risk decision making and the implementation of risk controls Petroleum and natural gas edit For the offshore oil and gas industry operational risk management is regulated by the safety case regime in many countries Hazard identification and risk assessment tools and techniques are described in the international standard ISO 17776 2000 and organisations such as the IADC International Association of Drilling Contractors publish guidelines for Health Safety and Environment HSE Case development which are based on the ISO standard Further diagrammatic representations of hazardous events are often expected by governmental regulators as part of risk management in safety case submissions these are known as bow tie diagrams see Network theory in risk assessment The technique is also used by organisations and regulators in mining aviation health defence industrial and finance Pharmaceutical sector edit The principles and tools for quality risk management are increasingly being applied to different aspects of pharmaceutical quality systems These aspects include development manufacturing distribution inspection and submission review processes throughout the lifecycle of drug substances drug products biological and biotechnological products including the use of raw materials solvents excipients packaging and labeling materials in drug products biological and biotechnological products Risk management is also applied to the assessment of microbiological contamination in relation to pharmaceutical products and cleanroom manufacturing environments 53 Supply chain edit Main article Supply chain risk management Supply chain risk management SCRM aims at maintaining supply chain continuity in the event of scenarios or incidents which could interrupt normal business and hence profitability Risks to the supply chain range from everyday to exceptional including unpredictable natural events such as tsunamis and pandemics to counterfeit products and reach across quality security to resiliency and product integrity Mitigation of these risks can involve various elements of the business including logistics and cybersecurity as well as the areas of finance and operations Risk communication editThis section is an excerpt from Risk communication edit Risk communication is a complex cross disciplinary academic field that is part of risk management and related to fields like crisis communication The goal is to make sure that targeted audiences understand how risks effect to them or their communities by appealing to their values 54 55 Risk communication is particularly important in disaster preparedness 56 public health 57 and preparation for major global catastrophic risk 56 For example the impacts of climate change and climate risk effect every part of society so communicating that risk is an important climate communication practice in order for societies to plan for climate adaptation 58 Similarly in pandemic prevention understanding of risk helps communities stop the spread of disease and improve responses 59 Risk communication deals with possible risks and aims to raise awareness of those risks to encourage or persuade changes in behavior to relieve threats in the long term On the other hand crisis communication is aimed at raising awareness of a specific type of threat the magnitude outcomes and specific behaviors to adopt to reduce the threat 60 Risk communication in food safety is part of the risk analysis framework Together with risk assessment and risk management risk communication aims to reduce foodborne illnesses Food safety risk communication is an obligatory activity for food safety authorities 61 in countries which adopted the Agreement on the Application of Sanitary and Phytosanitary Measures Risk communication also exists on a smaller scale For instance the risks associated with personal medical decisions have to be communicated to that individual along with their family 62 See also editBusiness continuity Catastrophe modeling for risk management Crossing the river by touching the stones Disaster risk reduction Environmental Risk Management Authority NZ Financial risk management International Institute of Risk amp Safety Management ISO 31000 IT risk management Loss control consultant National Safety Council USA Optimism bias Pest risk analysis Precautionary principle Reference class forecasting Representative heuristic Risk appetite Risk aversion Risk management tools Roy s safety first criterion Security management Social risk management Stranded asset Supply chain risk management Three lines of defence Gordon Loeb modelReferences edit a b Hubbard Douglas 2009 The Failure of Risk Management Why It s Broken and How to Fix It John Wiley amp Sons p 46 a b ISO IEC Guide 73 2009 2009 Risk management Vocabulary International Organization for Standardization a href Template Cite book html title Template Cite book cite book a CS1 maint numeric names authors list link a b ISO DIS 31000 2018 Risk management Principles and guidelines on implementation International Organization for Standardization a href Template Cite book html title Template Cite book cite book a CS1 maint numeric names authors list link ISO 31000 2018 Risk management A Practical Guide 1 ed ISO UNIDO 2021 ISBN 978 92 67 11233 6 Retrieved 17 December 2021 Risk Manager Society for Human Resource Management What Are Risk Analysts amp Risk Managers CFA Institute Dionne Georges 2013 Risk Management History Definition and Critique Risk Management Risk Management and Insurance Review 16 2 147 166 doi 10 1111 rmir 12016 S2CID 154679294 The ascent of risk www pmi org Retrieved 2021 12 13 Target fixation in risk management Arguments for the bright side of risk Stefan Morcov 2021 Retrieved 2021 12 13 Morcov Stefan 2021 Managing Positive and Negative Complexity Design and Validation of an IT Project Complexity Management Framework KU Leuven University Available at https lirias kuleuven be retrieve 637007 Committee Draft of ISO 31000 Risk management PDF International Organization for Standardization 2007 06 15 Archived from the original PDF on 2009 03 25 Mandelbrot Benoit and Richard L Hudson 2008 The mis Behaviour of Markets A Fractal View of Risk Ruin and Reward London Profile Books ISBN 9781846682629 Risk Identification PDF Comunidad de Madrid p 3 CMU SEI 93 TR 6 Taxonomy based risk identification in software industry Sei cmu edu Retrieved on 2012 04 17 Risk Management Systems Checklist Common Items PDF www fsa go jpn Common Vulnerability and Exposures list Cve mitre org Retrieved on 2012 04 17 Crockford Neil 1986 An Introduction to Risk Management 2 ed Cambridge UK Woodhead Faulkner p 18 ISBN 0 85941 332 2 CRISC Exam Questions Retrieved 23 Feb 2018 Dorfman Mark S 2007 Introduction to Risk Management and Insurance 9 ed Englewood Cliffs N J Prentice Hall ISBN 978 0 13 224227 1 McGivern Gerry Fischer Michael D 1 February 2012 Reactivity and reactions to regulatory transparency in medicine psychotherapy and counseling PDF Social Science amp Medicine 74 3 289 296 doi 10 1016 j socscimed 2011 09 035 PMID 22104085 Archived from the original PDF on 21 April 2018 Retrieved 20 April 2018 IADC HSE Case Guidelines for Mobile Offshore Drilling Units Archived 2017 05 03 at the Wayback Machine 3 2 section 4 7 Roehrig P 2006 Bet On Governance To Manage Outsourcing Risk Business Trends Quarterly Archived from the original on 2018 09 01 Retrieved 2007 09 07 Shashi Centobelli Piera Cerchione Roberto Ertz Myriam 2020 Managing supply chain resilience to pursue business and environmental strategies Business Strategy and the Environment 29 3 1215 1246 doi 10 1002 bse 2428 ISSN 0964 4733 S2CID 213432044 Snedaker Susan 2014 Business continuity and disaster recovery planning for IT professionals Chris Rima 2nd ed Waltham MA Syngress ISBN 978 1 299 85332 4 OCLC 858657442 Institute of Enterprise Risk Practitioners Distinguishing between ERM and ORM approaches Taking the risk out of risk management Holistic approach to enterprise risk management Strategic Direction 32 5 28 30 2016 01 01 doi 10 1108 SD 02 2016 0030 ISSN 0258 0543 SANS Glossary of Security Terms Retrieved on 2016 11 13 University of Tromso Contractual Risk Management C RM accessed 6 January 2021 a b Greengard S 2010 The Difference Is in the Details Engineering Inc September October 2010 pages 13 15 UDC UNIVERSAL DEVELOPMENT L P Cross Complainant and Respondent v CH2M HILL Cross Defendant and Appellant Court of Appeal Sixth District California 15 January 2010 accessed 7 January 2021 State of Florida Witt v La Gorce Country Club Third District Court of Appeal 10 June 2009 accessed 6 January 2021 European Commission Customs Risk Management Framework CRMF accessed 28 March 2023 European Commission Customs risk management in details accessed 28 March 2023 European Commission Communication from the Commission to the European Parliament the Council and the European Economic and Social Committee on Customs Risk Management and Security of the Supply Chain COM 2012 793 final page 3 published 8 January 2013 accessed 27 December 2023 ASIS https www asisonline org publications resources news blog esrm an enduring security risk model Lev Virine and Michael Trumper Project Decisions The Art and Science 2007 Management Concepts Vienna VA ISBN 978 1 56726 217 9 Lev Virine and Michael Trumper ProjectThink Why Good Managers Make Poor Project Choices Gower Pub Co ISBN 978 1409454984 Peter Simon and David Hillson Practical Risk Management The ATOM Methodology 2012 Management Concepts Vienna VA ISBN 978 1567263664 Oxford BT Centre for Major Programme Management Berman Alan Constructing a Successful Business Continuity Plan Business Insurance Magazine March 9 2015 http www businessinsurance com article 20150309 ISSUE0401 303159991 constructing a successful business continuity plan Craig Taylor Erik VanMarcke eds 2002 Acceptable Risk Processes Lifelines and Natural Hazards Reston VA ASCE TCLEE ISBN 9780784406236 Archived from the original on 2013 12 03 Rowling Megan 2015 03 18 New global disaster plan sets targets to curb risk losses Reuters Reuters Archived from the original on 2016 03 04 Retrieved 2016 01 13 American National Standard ANSI NASBLA 101 2017 Basic Boating Knowledge Human Propelled PDF Retrieved 2018 11 01 UIAA Standard 152 Ice Tools PDF Archived from the original PDF on 2020 08 20 Retrieved 2018 11 01 EN 13089 Mountaineering equipment Ice tools Safety requirements and test methods includes Amendment A1 2015 Retrieved 2018 11 01 Irish Standard I S EN 13089 2011 A1 2015 Mountaineering equipment Ice tools Safety requirements and test methods PDF Retrieved 2018 11 01 Association for Experiential Education Retrieved 2018 11 01 NOLS Risk Services Retrieved 2018 11 01 Haddock 2013 Outdoor safety risk management for outdoor leaders Wellington NZ New Zealand Mountain Safety Council ISBN 9780908931309 Schneider Ari 23 May 2018 Outdoor Leadership and Education ISBN 9781732348202 Arnold Rob 2017 Cybersecurity A Business Solution Threat Sketch p 4 ISBN 978 0692944158 Duty of Care Risk Analysis Standard DoCRA DoCRA Archived from the original on 2018 08 14 Retrieved 2018 08 22 Saghee M Sandle T Tidswell E editors 2011 Microbiology and Sterility Assurance in Pharmaceuticals and Medical Devices 1st ed Business Horizons ISBN 978 8190646741 a href Template Cite book html title Template Cite book cite book a author has generic name help CS1 maint multiple names authors list link Risk Communication Primer Tools and Techniques Navy and Marine Corps Public Health Center Understanding Risk Communication Theory A Guide for Emergency Managers and Communicators Report to Human Factors Behavioral Sciences Division Science and Technology Directorate U S Department of Homeland Security May 2012 a b Rahman Alfi Munadi Khairul 2019 Communicating Risk in Enhancing Disaster Preparedness A Pragmatic Example of Disaster Risk Communication Approach from the Case of Smong Story IOP Conference Series Earth and Environmental Science 273 1 012040 Bibcode 2019E amp ES 273a2040R doi 10 1088 1755 1315 273 1 012040 S2CID 199164028 Motarjemi Y Ross T 2014 01 01 Risk Analysis Risk Communication Biological Hazards in Motarjemi Yasmine ed Encyclopedia of Food Safety Waltham Academic Press pp 127 132 ISBN 978 0 12 378613 5 retrieved 2021 11 12 Risk communication in the context of climate change weADAPT Climate change adaptation planning research and practice 2011 03 25 Retrieved 2021 11 12 RISK COMMUNICATION SAVES LIVES amp LIVELIHOODS Pandemic Influenza Preparedness Framework PDF World Health Organization 2015 REYNOLDS BARBARA SEEGER MATTHEW W 2005 02 23 Crisis and Emergency Risk Communication as an Integrative Model Journal of Health Communication 10 1 43 55 doi 10 1080 10810730590904571 ISSN 1081 0730 PMID 15764443 S2CID 16810613 Kasza Gyula Csenki Eszter Szakos David Izso Tekla 2022 08 01 The evolution of food safety risk communication Models and trends in the past and the future Food Control 138 109025 doi 10 1016 j foodcont 2022 109025 ISSN 0956 7135 S2CID 248223805 Stevenson Mabel Taylor Brian J 2018 06 03 Risk communication in dementia care family perspectives Journal of Risk Research 21 6 692 709 doi 10 1080 13669877 2016 1235604 ISSN 1366 9877 S2CID 152134132 External links editDoD Risk Issue and Opportunity Management Guide for Defense Acquisition Programs Archived 2017 07 04 at the Wayback Machine 2017 DoD Risk Management Guide for Defense Acquisition Programs 2014 nbsp Media related to Risk management at Wikimedia Commons Retrieved from https en wikipedia org w index php title Risk management amp oldid 1217889812, wikipedia, wiki, book, books, library,

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