Reasoning and Decision Making Flashcards
Inductive Reasoning
Is conclusion possible given premise?
Deductive Reasoning
Does the conclusion follow with certainty from premises?
Mental Model Theory
- create mental model of world that satisfies all premises
- Then inspect model to determine validity of conclusion.
ex: All A are B Some B are C
Therefore, some A are C
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Flaw – If 1st model is valid,
we overlook alternatives that might not satisfy all premises.
Base-Rate Neglect
Failing to take prior probabilities (base rates) into account.
Conservatism
Failing to take new evidence in2 account
- Over reliance on base-rate
Algorhythm
rule or procedure for reasoning/problem solving.
- Guaranteed to return correct answer if used correctly.
Heuristics
Rule of thumb, mental short-cut.
- Fast & easy approach
- Error-prone but benefits exist
Representativeness
Judging prob of event by deciding how representative that event appears to be of its larger group of events
ex: coin tosses
Availability
and Vividness effect
Judging prob of event based on how easily event can be retrieved
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Vividness effect: When rare events easier to retrieve
ex: Airplane crashes: More news coverage, DoP
Anchoring and Adjustment
- Ppl influenced by initial anchor value
- Anchor value may be unreliable, arbitrary, and adjustment is often insufficient
Hindsight Bias
Tendency to view what has already happened as obvious, even though we wouldn’t have predicted it prior to receiving outcome info.