L14 - Heuristics and Biases that make us dumb Flashcards
What is Kahneman and Tversky’s ‘Heuristic’s and Biases’ Theory?
Humans rely on heuristics to make decisions, asses probabilities and make judgements, but sometimes they can mislead us.
Define heuristics
Mental shortcuts that simplify judgements
Define biases
Systematic deviations from rational/logical reasoning.
What is the representativeness heuristic?
The more detailed a scenario, the more it is viewed as representative and likely to have occurred.
(In reality the more detailed the scenario less probable it occurred)
What is the ‘belief in the law of small numbers’ heuristic?
People ignore outliers even in small number samples.
We believe chance is correcting when it is not.
What is the conjunction fallacy?
People tend to choose the more descriptive option when given choosing the correct answer.
This is seen as illogical as there is less chance of being correct.
(e.g. Linda is a bank teller vs Linda is a feminist bank teller)
What is ‘base rate neglect’ as defined by Kahneman and Tversky?
People tend to neglect what the actual probability of something happening is in a situation and tend to rely just on the reported information.
(e.g. blue v green taxi case)
In what ways can you reduce ‘base rate neglect’?
- Highlighting the base rate
- Presenting probabilities as frequencies (e.g. out of 100 cabs, 85 are green 15 are blue)
- Presenting scenarios before the base rate information
What is the availability heuristic?
Using the ease or frequency with which information is brought to mind to infer the likelihood that an event will occur.
We overestimate things that are reported more (e.g. we think shark attacks kill more than bee stings when its the opposite)
What are the two types of availability heuristic?
Recall availability
Scenario availability
What is recall availability?
An event is judged more likely to the extent that instances or associations are easily recalled.
What is scenario availability?
An event is judged more likely if it is easy to call to mind scenarios resulting in that events occurrence.
What is Anchoring bias?
The number initially provided acts as an anchor for your estimates.
What is ‘planning fallacy’?
We underestimate the time/cost of our plans because we cannot foresee everything that needs to be done
What is the ‘bias blind spot’?
The tendency to view others as more susceptible to bias than ourselves.