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Risk

Risk is a science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Risk rather than just read about it. In short: Risk is the possibility of something bad happening, comprising a level of uncertainty about the effects and implications of an activity, particularly negative and undesirable consequences. Risk theory, assessment, and management are applied but substantially differ in different practice areas, such as business, economics, environment, finance, information technology, health, insurance, safety, security, and privacy.

Risk — main illustration
Risk — illustration

Key takeaways

  • Risk belongs to science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Risk to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Risk from memory before moving on to harder problems.

Reference excerpt

Risk is the possibility of something bad happening, comprising a level of uncertainty about the effects and implications of an activity, particularly negative and undesirable consequences. Risk theory, assessment, and management are applied but substantially differ in different practice areas, such as business, economics, environment, finance, information technology, health, insurance, safety, security, and privacy. The international standard for risk management, ISO 31000, provides general guidelines and principles on managing risks faced by organizations.

Definition

The Oxford English Dictionary (OED) cites the earliest use of the word in English (in the spelling of risque from its French original, 'risque') as of 1621, and the spelling as risk from 1655. While including several other definitions, the OED 3rd edition defines risk as "(Exposure to) the possibility of loss, injury, or other adverse or unwelcome circumstance; a chance or situation involving such a possibility". The Cambridge Advanced Learner's Dictionary defines risk as "the possibility of something bad happening". Some have argued that the definition of risk is subjective and context-specific. The International Organization for Standardization (ISO) 31073 defines risk as:effect of uncertainty on objectives Note 1: An effect is a deviation from the expected. It can be positive, negative or both, and can address, create or result in opportunities and threats. Note 2: Objectives can have different aspects and categories, and can be applied at different levels.

Note 3: Risk is usually expressed in terms of risk sources, potential events, their consequences and their likelihood. Other general definitions include:

"Source of harm" The earliest use of the word "risk" was as a synonym for the much older word "hazard", meaning a potential source of harm. This definition comes from Blount's "Glossographia" (1661) and was the main definition in the OED 1st (1914) and 2nd (1989) editions. Modern equivalents refer to "unwanted events" or "something bad that might happen". "Chance of harm" This definition comes from Johnson's "Dictionary of the English Language" (1755), and has been widely paraphrased, including "possibility of loss" or "probability of unwanted events". "Uncertain events affecting objectives" This definition was adopted by the Association for Project Management (1997). With slight rewording it became the definition in ISO Guide 73. "Uncertainty of outcome" This definition was adopted by the UK Cabinet Office (2002) to encourage innovation to improve public services. It allowed "risk" to describe either "positive opportunity or negative threat of actions and events". "Potential returns from an event ['a thing that happens or takes place'], where the returns are any changes, effects, consequences, and so on, of the event" This definition from Newsome (2014) expands the neutrality of 'risk' akin to the UK Cabinet Office (2002) and Knight (1921). "Human interaction with uncertainty" This definition comes from Cline (2015) in the context of adventure education.

Versus uncertainty In his seminal 1921 work Risk, Uncertainty, and Profit, Frank Knight established the distinction between risk and uncertainty.

... Uncertainty must be taken in a sense radically distinct from the familiar notion of Risk, from which it has never been properly separated. The term "risk," as loosely used in everyday speech and in economic discussion, really covers two things which, functionally at least, in their causal relations to the phenomena of economic organization, are categorically different. ... The essential fact is that "risk" means in some cases a quantity susceptible of measurement, while at other times it is something distinctly not of this character; and there are far-reaching and crucial differences in the bearings of the phenomenon depending on which of the two is really present and operating. ... It will appear that a measurable uncertainty, or "risk" proper, as we shall use the term, is so far different from an unmeasurable one that it is not in effect an uncertainty at all. We ... accordingly restrict the term "uncertainty" to cases of the non-quantitive type. Thus, Knightian uncertainty is immeasurable, not possible to calculate, while in the Knightian sense risk is measurable.

By field

Mathematical

Triplets Risk is often considered to be a set of triplets

R = ( s i , p i , x i ) {\displaystyle {\text{R}}=(s_{i},p_{i},x_{i})} for i = 1,2,....,N where:

s i {\displaystyle s_{i}} is a scenario describing a possible event

p i {\displaystyle p_{i}} is the probability of the scenario

x i {\displaystyle x_{i}} is the consequence of the scenario

N {\displaystyle N} is the number of scenarios chosen to describe the risk Risks expressed in this way can be shown in a risk register or a risk matrix. They may be quantitative or qualitative, and can include positive as well as negative consequences. An updated version recommends the following general description of risk:

R = ( A , C , U , P , K ) {\displaystyle R=({A,C,U,P,K})}

where:

A {\displaystyle A} is an event that might occur

C {\displaystyle C} is the consequences of the event

U {\displaystyle U} is an assessment of uncertainties

P {\displaystyle P} is a knowledge-based probability of the event

K {\displaystyle K} is the background knowledge that U and P are based on

… excerpt ends here. Continue reading the full article.

Illustrations

Risk: Firefighters are exposed to risks of fire and building collapse during their work.
Firefighters are exposed to risks of fire and building collapse during their work.
Risk: Harbor sign warning visitors that use of the walkway is "at your own risk"
Harbor sign warning visitors that use of the walkway is "at your own risk"
Risk: Artist's impression of a major asteroid impact, an example of a global catastrophic risk.
Artist's impression of a major asteroid impact, an example of a global catastrophic risk.

Worked examples

Example 1 — a first encounter with Risk

Start with the simplest possible case. Write down what Risk claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Risk before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Risk ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Risk

In research
Risk appears in science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Risk in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Risk is common in secondary-school and first-year university syllabi. It links to neighbouring topics Actuarial science, Environmental social science concepts, Risk, so understanding it makes those chapters shorter.
In everyday life
Look for Risk outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study Risk in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Risk means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Risk out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Risk in simple terms?

Risk is the possibility of something bad happening, comprising a level of uncertainty about the effects and implications of an activity, particularly negative and undesirable consequences. Risk theory, assessment, and management are applied but substantially differ in different practice areas, such…

Why does Risk matter?

Because it connects several science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Risk?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Risk.

Tags

  • Actuarial science
  • Environmental social science concepts
  • Risk

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