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Availability heuristic
People judge the frequency of a class or probability of an event by how easily examples can be brought to mind.
Availability definition
The ease with which instances or occurrences can be recalled from memory.
Availability heuristic core idea
Ease of recall is used as a shortcut to estimate probability or frequency.
Driver of availability: number of recalled events
The more examples people can recall, the more common they believe something is.
Driver of availability: recency
Events that happened recently come to mind more easily and feel more likely.
Driver of availability: imaginability
If an event is easy to imagine, people judge it as more likely.
Availability example: comedians from Canada
People estimate how many comedians are Canadian based on how easily they can recall examples.
Availability example: shark attack vs cow attack
People believe shark attacks are more likely because they are vivid and memorable even though cow attacks are actually more common.
Drivers of availability: fluency
The ease with which information can be processed can influence perceived frequency or likelihood.
Processing fluency
The subjective experience of how easy or difficult information is to think about or understand.
Pronounceability example in fluency
Names or words that are easier to pronounce feel more familiar or likely.
Stock ticker pronounceability example
Stock tickers like TAX seem easier to process than TXY and therefore seem more favorable.
Fluency and stock performance perception
People judge stocks with easier-to-pronounce tickers more positively.
Fuzzy Font Study concept
Difficulty processing information can influence decisions.
Legibility equals fluency
Text that is easy to read is processed more fluently.
Fuzzy Font Study result
Hard-to-read fonts caused people to defer decisions between products more often.
Choice deferral in fuzzy font study
Participants delayed making a choice when product information was difficult to read.
Warning effect in fuzzy font study
If participants were warned about the hard-to-read font beforehand, the effect disappeared.
Explanation for fuzzy font results
Processing difficulty made the choice itself feel harder.
Ease of retrieval as a driver of availability
Some researchers argue that how easy it is to recall examples matters more than the number recalled.
Ease of retrieval definition
The subjective difficulty or ease experienced when recalling examples.
Assertiveness recall study method
Participants were asked to think of either 6 or 12 examples of times they were assertive or unassertive.
Assertiveness recall experiment question
“How assertive are you?”
Recall difficulty manipulation
Participants recalled either a small number of examples (6) or a large number (12).
Ease-of-retrieval paradox
Recalling more examples can make a trait feel less common because it is harder.
Assertiveness rating flip effect
Participants asked for 12 assertive examples rated themselves as less assertive than those asked for 6.
Reason for assertiveness flip
Thinking of 12 examples was harder, which made participants believe the behavior was less typical.
Ease-of-retrieval conclusion
Difficulty retrieving examples signals rarity to people.
Anchoring and adjustment heuristic
People begin with an initial value (anchor) and adjust from it when making estimates.
Anchor definition
A starting number or value that influences later judgments.
Adjustment process
People move away from the anchor toward the true value when estimating.
Insufficient adjustment bias
People adjust too little from the anchor.
Anchor direction effect
High anchors lead to higher estimates and low anchors lead to lower estimates.
Anchor sources
Anchors can come from arbitrary, irrelevant, or random numbers.
Example of irrelevant anchor
Your student ID number influencing unrelated estimates.
Example of internally generated anchor
The freezing point of water (32°F) influencing guesses about vodka.
Example of absurd anchor
Asking whether a textbook costs more than $7,128 before estimating price.
Economic man concept
The idea that a perfectly rational decision maker should ignore irrelevant anchors.
Human judgment reality
Real people are influenced by irrelevant numbers when making estimates.
Anchoring insight
Human numerical judgments are biased by surrounding numbers.
Types of anchors
Arbitrary anchors, internally generated anchors, and absurd anchors.
Arbitrary anchor example
Random ID numbers affecting guesses.
Internal anchor example
Using known facts like 32°F as reference points.
Absurd anchor example
Extremely unrealistic numbers influencing estimates.
Home sales anchoring example
Listing price serves as an anchor in house negotiations.
Home sale negotiation effect
A high listing price anchors buyers’ expectations.
Negotiation anchoring effect
Buyers adjust downward from a high listing price anchor.
Buyer internal anchor
The maximum price buyers are willing to pay.
Confirmation bias in anchoring
People think of reasons that support the anchor value.
High anchor reasoning example
Buyers may focus on positive features like landscaping.
Ignoring anchor-inconsistent evidence
People may ignore flaws like outdated plumbing.
Home sale anchoring study result
Overpricing homes by 10–20% slightly increased final sale price.
Treaty of Versailles anchoring example
Initial high reparations demands influenced later negotiations.
Negotiation adjustment in reparations
Later negotiations reduced the number but still anchored to the original proposal.
Planning fallacy definition
The tendency to underestimate how long tasks will take.
Planning fallacy thesis study
Psychology students estimated how long their senior thesis would take.
Planning fallacy conclusion
People systematically underestimate time required for projects.
Planning fallacy example: Sydney Opera House
Early estimate was 6 years and $7 million but it took 16 years and cost $102 million.
Planning fallacy pattern
Large projects often exceed both time and cost estimates.
Reason for planning fallacy
People focus on ideal scenarios rather than realistic obstacles.
Planning fallacy bias
Optimism about future task completion leads to underestimation.