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Swiss cheese model

Swiss cheese model is a engineering 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 Swiss cheese model rather than just read about it. In short: The Swiss cheese model of accident causation is a model used in risk analysis and risk management. It likens human systems to multiple slices of Swiss cheese, which have randomly placed and sized holes in each slice, stacked side by side, in which the risk of a threat becoming a reality is mitigated by the different types of defenses which are "layered" behind each other.

Swiss cheese model — main illustration
Swiss cheese model — illustration

Key takeaways

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

Reference excerpt

The Swiss cheese model of accident causation is a model used in risk analysis and risk management. It likens human systems to multiple slices of Swiss cheese, which have randomly placed and sized holes in each slice, stacked side by side, in which the risk of a threat becoming a reality is mitigated by the different types of defenses which are "layered" behind each other. Therefore, in theory, lapses and weaknesses in one defense (e.g. a hole in one slice of cheese) do not allow a risk to materialize, since other defenses also exist (e.g. other slices of cheese), to prevent a single point of failure. The model was originally formally propounded by James T. Reason of the University of Manchester, and has since gained widespread acceptance. It is sometimes called the "cumulative act effect". Applications include aviation safety, engineering, healthcare, emergency service organizations, and as the principle behind layered security, as used in computer security and IT's defense in depth. Although the Swiss cheese model is respected and considered a useful method of relating concepts, it has been subject to criticism that it is used too broadly, and without enough other models or support.

Holes and slices

In the Swiss cheese model, an organization's defenses against failure are modeled as a series of imperfect barriers, represented as slices of cheese, specifically Swiss cheese with holes known as "eyes", such as Emmental cheese. The holes in the slices represent weaknesses in individual parts of the system and are continually varying in size and position across the slices. The system produces failures when holes in each slice momentarily align, permitting (in Reason's words) "a trajectory of accident opportunity", so that a hazard passes through holes in all of the slices, leading to a failure. Frosch described Reason's model in mathematical terms as a model in percolation theory, which he analyses as a Bethe lattice.

Active and latent failures The model includes active and latent failures. Active failures encompass the unsafe acts that can be directly linked to an accident, such as (in the case of aircraft accidents) a navigation error. Latent failures include contributory factors that may lie dormant for days, weeks, or months until they contribute to the accident. Latent failures span the first three domains of failure in Reason's model. In the early days of the Swiss cheese model, late 1980 to about 1992, attempts were made to combine two theories: James Reason's multi-layer defence model and Willem Albert Wagenaar's tripod theory of accident causation. This resulted in a period in which the Swiss cheese diagram was represented with the slices of cheese labelled 'active failures', 'preconditions' and 'latent failures'. The attempts to combine these theories still cause confusion today. A more correct version of the combined theories is shown with the active failures (now called immediate causes), preconditions and latent failures (now called underlying causes) shown as the reason each barrier (slice of cheese) has a hole in it, and the slices of cheese as the barriers.

Examples of applications

The framework has been applied to a range of areas including aviation safety, various engineering domains, emergency service organizations, and as the principle behind layered security, as used in computer security and defense in depth. The model was used in some areas of healthcare. For example, a latent failure could be the similar packaging of two drugs that are then stored close to each other in a pharmacy. This failure would be a contributory factor in the administration of the wrong drug to a patient. Such research led to the realization that medical error can be the result of "system flaws, not character flaws", and that greed, ignorance, malice or laziness are not the only causes of error. In engineering, the Swiss cheese model is nowadays widely used within process safety. Each slice of cheese is usually associated to a safety-critical system, often with the support of bow-tie diagrams. This use has become particularly common when applied to oil and gas drilling and production, both for illustrative purposes and to support other processes, such as asset integrity management and incident investigation. Lubnau, Lubnau II, and Okray apply the model to the engineering of firefighting systems, aiming to reduce human errors by "inserting additional layers of cheese into the system", namely the techniques of Crew Resource Management. Olson and Raz apply the model to improve deception in the methodology of experimental studies, with multiple thin layers of cheese representing subtle components of deception which hide the study hypothesis.

See also

References

Illustrations

Swiss cheese model: The Swiss cheese model of accident causation illustrates that, although many layers of defense lie between hazards and accidents, there are flaws in each layer that, if aligned, can allow the accident to occur. In this diagram, three hazard vectors are stopped by the defenses, but one passes through where the "holes" are lined up.
The Swiss cheese model of accident causation illustrates that, although many layers of defense lie between hazards and accidents, there are flaws in each layer that, if aligned, can allow the accident to occur. In this diagram, three hazard vectors are stopped by the defenses, but one passes through where the "holes" are lined up.
Swiss cheese model: Emmental cheese with eyes. When cut into slices, each slice will have holes of varying sizes and positions.
Emmental cheese with eyes. When cut into slices, each slice will have holes of varying sizes and positions.
Swiss cheese model: New Zealand's Swiss cheese model for managing COVID-19[11]
New Zealand's Swiss cheese model for managing COVID-19[11]

Worked examples

Example 1 — a first encounter with Swiss cheese model

Start with the simplest possible case. Write down what Swiss cheese model claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In engineering, 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 Swiss cheese model 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 Swiss cheese model 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 Swiss cheese model

In research
Swiss cheese model appears in engineering 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 Swiss cheese model 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
Swiss cheese model is common in secondary-school and first-year university syllabi. It links to neighbouring topics Aviation safety, Cheese in culture, Error, so understanding it makes those chapters shorter.
In everyday life
Look for Swiss cheese model 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 Swiss cheese model in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Swiss cheese model 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 Swiss cheese model out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Swiss cheese model in simple terms?

The Swiss cheese model of accident causation is a model used in risk analysis and risk management. It likens human systems to multiple slices of Swiss cheese, which have randomly placed and sized holes in each slice, stacked side by side, in which the risk of a threat becoming a reality is mitigate…

Why does Swiss cheese model matter?

Because it connects several engineering 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 Swiss cheese model?

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 Swiss cheese model.

Tags

  • Aviation safety
  • Cheese in culture
  • Error
  • Failure
  • Metaphors referring to dairy products
  • Process safety
  • Safety engineering
  • Scientific models
  • Swiss cheeses

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