assumptions of a science of psychology realism –the world exists independent of observer causality...
TRANSCRIPT
ASSUMPTIONS OF A SCIENCE OF PSYCHOLOGY
• Realism– The world exists independent of observer
• Causality– Events (mental states and behavior) are
caused by prior and current conditions
• Regularity– Cause-effect relationships are stable over time
(even if collective relations are unique
• Discoverability– Those stable relationships (laws) can be
learned through careful observation
GOALS OF A SCIENCE OF PSYCHOLOGY
• Discover stable relationships among conditions
• Develop theories that:– Explain (sets of) relationships– Generate hypotheses about new relationships
• Theories vary in level and completeness of explanation
– Parsimony and Occam’s Razor– The “transparency-sufficiency” trade-off– She who predicts the most data with the fewest
“parameters” wins
RELATIONS AMONG VARIABLES
• Range of possible “functional relations”– Coffee and reaction time– Meditation and memory– Anxiety and test performance
positive
negative
linear +accell -accell complex curvilinear (nonmonotonic)
(mis)INTERPRETING RELATIONS
Problem: Construct Validity• The link between theoretical and
“operational” variables
Solution: Operational definitions• Anxiety: scores on questionnaires• Memory: number of items recalled• Attention: instructions to stress Task A• Intelligence: ?
(mis)INTERPRETING RELATIONS
Problem: correlation = causation• A > B, B > A, or C > A & B
Solution: Experimental method!• Take charge and manipulate one
circumstance– The Independent Variable(s)
• Measure its effect on behavior– The Dependent Variable(s)
CONTROLLING MISCELLANEOUS FACTORS
Problem: Confounding Variables• Other factors that “covary” with your
Independent Variable
Solution: Control!• Keep those other variables constant• If you can identify them ahead of time..
CONTROLLING MISCELLANEOUS FACTORS
Problems with Control Variables• Low external validity and generalization• Hard to keep all relevant factors constant
Solution: Randomization!• Randomly assign participants / materials to
conditions if possible• Constrain it if necessary• The larger the sample, the better