Logical reasoning Flashcards
What is rationality?
the ability to think and behave in a principled way
go beyond and understand the information we’re given and act on it
supposedly a defining human trait
What is formal logic?
a set of rules for drawing valid conclusions from a true premise
valid means if you apply the rules to premises that are true then their conclusions will also be true.
these rules are ‘truth-preserving’ and generally applicable which is powerful as they enable us to go beyond a set of information by drawing inferences that are true about things we have’t observed
underlies modern computing
What is modus ponens inference?
‘if p, then q’
p is true, so q (MP inference)
know that the premise is true so we are able to draw the valid conclusion, q.
What is modus tollens inference?
‘if p, then q’
q is not true, so p is not true.
as the conclusion does not apply/ is not correct, the premise that necessarily entails that conclusion does not apply/ is not correct.
what are the two types of valid conclusions we can draw from ‘if-then’ rules
modus ponens
modus tollens
what are the two types of invalid conclusions we can draw from ‘if-then’ rules?
Affirmation of the consequent
Denial of the antecedent
what is affirmation of the consequent?
‘If p, then q’
q is true, so p
logical fallacy
Doesn’t follow with certainty from the given information .’. invalid
What is denial of the antecedent?
‘if p, then q’
not p, so not q
There are situations where it’s not true so can’t be concluded with certainty from the information given
What is a descriptive theory?
A theory as to how people do in fact behave
e.g People do not in fact employ deductive rules of logic in their reasoning.
What is a normative theory?
A theory as to how people ought to behave
e.g people ought to employ rules for drawing a valid conclusions
What is Marcus and Rips’ (1979) Conditional Reasoning Experiment?
Gave subjects examples of reasoning and conclusions that you could draw from this information.
Participants were asked to if the conclusions necessarily follow from the information given various condition rules, such as “if the fish is red, then it is striped.”
They found that most people appropriately endorse modus ponens conclusions; only half endorse modus tollens conclusions and a significant proportion wrongly endorse affirmation of the consequent or denial of the antecedent.
Given these are the most basic forms of logical reasoning we can give people it seems unlikely that the brain naturally employs such rules when reasoning.
What is Klauer et al’s (2000) Syllogistic reasoning study?
Syllogistic reasoning: a process in logic where two general statements lead to a more particular statement.
Subjects were given two premises and a conclusion .
Manipulated so that the conclusion was either valid or invalid or statements had been reorganised so that the conclusions were either believable or unbelievable.
Unbelievable statements do not fit with prior knowledge.
Told to assume the premises are true; so if applying general logic rules should identify statements as valid irrespective of whether or not they are believable; if employing prior knowledge believability should have an effect.
Results
main effect of validity
belief bias
Regardless of the quality of the reasoning, only endorsing conclusions as valid and following from the information provided if they fit with people’s expectations of prior knowledge
What is Wason’s Card Sorting Task (1966)
Given a rule: “If p vowel on one side of the card, then q, even number on the other”
asked to select the exact cards which would need to be turned over in order to test the rule
There are four cards which represent the outcomes: ‘p’ e.g A (vowel) ‘not-p’ e.g K (consonant) ‘q’ e.g 4 (even number ) ‘not-q’ e.g 7 (odd number)
Logic would dictate that the two cards which should be turned over are the p and not-q cards.
What did Oaksford and Chater’s (1994) meta-analysis of Card selection results find?
Collated about 30 experiments employing Wason-style selection tasks involving about 800 people.
Most people tend to turn over the ‘p’ card
people do not tend to turn over the ‘not-q’ card
but a significant number of people turn over the ‘q’ card
thus people do not seem to be applying logic rules in their reasoning
What is the effect of training on performance in the Wason card selection task?
Cheng & Holyoak et al, (1986)
At university lots of students take an introductory course to logic
Compared start vs end of the course
Told its a psychology experiment rather than a test in formal logic
Can argue that they get a bit better, no dramatic increase even after a whole term of training in formal logic and reasoning