Reasoning Intro Flashcards
deductive vs inductive reasoning
deductive: a judgment that something must be true if other statements are true
inductive: a judgment that some rule is probably true on the basis of experience
syllogism: a basic reasoning puzzle, a set of statements (premises) and a conclusion
is reasoning just logic
origins of reasoning in logic
logicism views logic as basis for human thought
great strength is that logic always yields valid conclusions if premises are true
weakness: it always applies, so difficult to account for the errors we know occur
true vs valid
true and valid not equivalent
valid conclusion: logically follows from the premises
true conclusion: a statement about the world
sound conclusion: valid conclusion with true premises
- logical inferences are influenced by what we see as plausible
1) If Spot is a lizard then Spot is an animal.
-Spot is not a lizard.
-Therefore, Spot is not an animal
vs
2) If you clean up your room, I will give you $10
-You do not clean up your room.
-Therefore, I do not give you $10.
logically equivalent and invalid
almost nobody agrees with 1 but many agrees with 2
- negation is harder
A) If it is Friday night, then Bill is drunk
It is Friday night.
Therefore Bill is drunk.
(B) If it is Friday night then Bill is drunk.
Bill is not drunk.
Therefore it is not Friday night.
Taplin (1971) found
– virtually everyone endorsed (A)
– substantial proportion didn’t endorse (B).
- quantifiers are harder
3) No CEOs are lazy.
Some rich people are lazy.
Therefore, some CEOs are not rich people.
vs
4) No addictive things are cheap.
Some wines are cheap
Therefore, some addictive things are not wines.
Evans et al (1983) found 10% of subjects accepted (3), but 71% accepted (4).
But (3) and (4) are equivalent (invalid)
Are such problems interesting?
World provides us both with too much information, and too little.
Reasoning is like breathing for the mind
Constantly drawing conclusions from premises, but rarely take notice of it.
– Reason when we learn, criticize, analyze, judge, infer evaluate, optimize, apply,
imagine, devise, and create.
But don’t just apply rules of formal logic
results of Wason card selection task
‘A’ only turned over
– 33% (applying affirming the antecedent)
‘A’ and ‘4’ turned over
– 45% (applying affirming the consequent)
‘A’ and ‘7’ turned over
– 4% (applying denying the consequent)
Correct answer is ‘A’ and ‘7’
Evans (1982) changing relevance of Wason CST
Evans (1982) showed that people do better when rule
is stated as:
“If a card has a vowel on one side then it will not have an even number on the other”
This statement,
– Draws attention.
– Fits to Gricean principles of pragmatics.
But not the whole story, context has a powerful effect.
– Experience with situation helps.
Griggs & Cox (1982) beer modification
Better performance than for the abstract rule for the following:
– “If a person is drinking beer, then that person is over 19”.
– Options: “Drinking beer”, “Drinking coke”, “16 years of age”, “22 years of age”
Most subjects said check the people drinking beer and those under 19.
Johnson-Laird, Legrenzi & Legrenzi (1972) stamp modification
experience can help
if a letter is sealed, then it has a 50-lira stamp on it
Much better performance for this rule than for the abstract rule for English students
– In England such a rule then existed
Perhaps just because concrete objects are mentioned?
– But Griggs & Cox (1982) found no better performance on this scenario by Florida
students.
– Golding (1981) found better performance by English participants old enough to have used postal rule
Cheng & Holyoak (1985) presented postage problem (and others) to Hong Kong and American students.
– No difference on abstract four-card task
– Hong Kong students performed better on letter problem, had similar rule.
American students with rationale performed as well as Hong Kong
students
pragmatic reasoning schemas
Sets of generalized, context-sensitive, rules defined in relations to classes of goals (e.g., permission, social exchange)
how to use induction
Use analogies
Reason about causality
Test hypotheses
Wason 246 task (Wason, 1960)
– Find a rule that generates a three number sequence
– 2-4-6 is a correct sequence
– Propose a sequence and experimenter tells you if it is correct or not.
– You can announce what you think the rule is and experimenter will tell you if you are correct.
result:
Most initially think rule is “Sequence increasing by 2”
So tried sequences like “6-8-10” and “13-15-17”
Sequences that confirm beliefs, few tried to disconfirm
– e.g. “1-2-3”
– Or more critically, “3-2-1”
Actual rule: “An increasing sequence”
– 28% never found the rule.
Why? Wason proposed a confirmation bias.
confirmation bias
Bias: a tendency to perform in a certain way regardless of the situation or information
given
Confirmation bias: the tendency to only look for information that supports your
existing beliefs.
Tweney et al (1980) showed that if it was
two rules “DAX”/”MED” then people did
better than when it was “right”/”wrong”.