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Scope neglect

Scope neglect 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 Scope neglect rather than just read about it. In short: Scope neglect or scope insensitivity is a cognitive bias that occurs when the valuation of a problem is not valued with a multiplicative relationship to its size. Scope neglect is a specific form of extension neglect.

Scope neglect — main illustration
Scope neglect — illustration

Key takeaways

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

Reference excerpt

Scope neglect or scope insensitivity is a cognitive bias that occurs when the valuation of a problem is not valued with a multiplicative relationship to its size. Scope neglect is a specific form of extension neglect.

Research In one study, respondents were asked how much they were willing to pay to prevent migrating birds from drowning in uncovered oil ponds by covering the oil ponds with protective nets. Subjects were told that either 2,000, or 20,000, or 200,000 migrating birds were affected annually, for which subjects reported they were willing to pay $80, $78 and $88 respectively. Other studies of willingness-to-pay to prevent harm have found a logarithmic relationship or no relationship to scope size. The psychologist Daniel Kahneman explains scope neglect in terms of judgment by prototype, a refinement of the representativeness heuristic. "The story [...] probably evokes for many readers a mental representation of a prototypical incident, perhaps an image of an exhausted bird, its feathers soaked in black oil, unable to escape", and subjects based their willingness-to-pay mostly on that mental image. Psychologist Paul Slovic has conducted research on the phenomenon of mass numbing which is closely linked to scope neglect. Mass numbing occurs when individuals cannot properly conceptualize harms affecting a large number of people and give these harms less importance than the same harm occurring to one identifiable person.

Implications

Existential risks Philosopher Toby Ord argues that scope neglect can explain why the moral importance of existential risks to humanity is frequently underweighted relative to the stakes involved. In his book The Precipice: Existential Risk and the Future of Humanity, Ord refers explicitly to scope neglect and provides the following example for the bias:[W]e tend to treat nuclear war as an utter disaster, so we fail to distinguish nuclear wars between nations with a handful of nuclear weapons (in which millions would die) from a nuclear confrontation with thousands of nuclear weapons (in which a thousand times as many people would die, and our entire future may be destroyed).Eliezer Yudkowsky previously made similar remarks regarding the effect of scope neglect on the public perception of existential risks.

Wild animal suffering Wild animal suffering refers to the pain and distress experienced by animals in natural environments, often caused by predation, disease, starvation, environmental hazards, or injury. This suffering can be widespread, as individuals of many species face constant survival challenges in the wild. Some have argued that discussions about wild animal suffering are frequently unduly overshadowed by concerns about domesticated animals or human welfare. Scope neglect might play a role in this, as the large scale of suffering in the wild can be difficult for people to fully comprehend, leading to reduced moral consideration.

See also List of cognitive biases Duration neglect Insensitivity to sample size Law of triviality

References

Illustrations

Scope neglect: A bird covered in oil during an oil spill
A bird covered in oil during an oil spill

Worked examples

Example 1 — a first encounter with Scope neglect

Start with the simplest possible case. Write down what Scope neglect 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 Scope neglect 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 Scope neglect 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 Scope neglect

In research
Scope neglect 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 Scope neglect 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
Scope neglect is common in secondary-school and first-year university syllabi. It links to neighbouring topics Cognitive biases, so understanding it makes those chapters shorter.
In everyday life
Look for Scope neglect 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 Scope neglect in 20 minutes

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

Frequently asked questions

What is Scope neglect in simple terms?

Scope neglect or scope insensitivity is a cognitive bias that occurs when the valuation of a problem is not valued with a multiplicative relationship to its size. Scope neglect is a specific form of extension neglect.

Why does Scope neglect 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 Scope neglect?

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 Scope neglect.

Tags

  • Cognitive biases

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