Reasoning in Experimentation
- Inductive and Deductive Reasoning
- Data --> Induction --> Theory
Theory --> Deduction --> Prediction/confirmation
Logical Reasoning
- Appropriate Logical deductions
- Incorrect logical deductions
Popper and the testability of theory
- the hallmark of science is testability of theory
- non-testable theories are not science
Platt and Strong inference
- need to pit theories against each other
- theory testing as a series of pruning alternatives
Examples of Reasoning
- Madsen and McGaugh: The effect of ECS on one-trial avoidance learning
- meta-Theoretical Question
- the process of memory consolidation
- a desire to study the timing and effects of memory consolidation
- work has continued with biochemical markers for memory consolidation as well as an examination of neural structures involved in consolidation
- prior work
- ECS disrupts memory consolidation
- alternative explanations
- ECS induces fear which inhibits action, rather than disrupts memory
- theoretical statement
- if ECS interferes with memory, then ECS should inhibit step-down avoidance
- if ECS induces fear, then ECS should facilitate step-down avoidance
- method
- subjects
- maze bright and maze dull rats
- apparatus
- step down avoidance plate
- procedure
- one trial step down
- shock/no-shock
- retest 24 hours late
- Results
- Shock/no shock Control ECS
- Avoid/not avoid
- Avoid 26 8
- Not avoid 23 39
- X2 test of association = 11.67
- (hypothesis of no association is rejected)
Overmier and Seligman: Effects of inescapable shock upon subsequent escape and avoidance learning
- Metatheoretical question
- motivational effects in learning
- learned helplessness as a model for depression
- Specific theoretical question
- phenomena:
- prior exposure to shock reduces subsequent learning to avoid
- is the effect of prior exposure to shock due to
- adaptation
- learning of incompatible motor responses
- methods
- Study 1:
- prior exposure versus not
- I: no exposure
- II: 64 trials of 5 seconds
- III: 640 trials of .5 seconds (same amount of time)
- IV: 64 trials of .5 secons (same number of shocks)
- 24 hour delay
- latency and failures to esape in a shuttle box
- number of failures % who never escape
- I: 16 12.5
- II: 68 62.5
- III: 55 50
- IV: 42 37.5
- Study II: Was the effect due to adaptation or motor learning?
- I: Curare -- No shock 13 0%
- II: Curare-shock 47 37.5%
- III: Hi level of shock 54 25%
- Study III: passage of time
- 24 hours 57 50%
- 48 hours 18 12.5%
- 72 hours 23 12.5%
- 144 hours 19 12.5%
- 1/2 no curare, 1/2 curare (no effects of curare)
Part of a course in Research Methods in Psychology (Psychology 205) at Northwestern University, developed by William Revelle.
Back to the course syllabus.
Revised April 16, 2002