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Think of three experiments inspired by the classic Eames chair DESIGN 1: EXPERIMENTS purpose problems proof
Descriptive orientation  Observation - Naturalistic - Field - no controlRelational Orientation  Correlational, association - non-intervention - statistical controlExperimental Orientation  Control and manipulation DESIGNS
Descriptive orientation  Observation - Naturalistic - Field - no controlRelational Orientation  Correlational, association - non-intervention - statistical controlExperimental Orientation  Control and manipulation DESIGNS
WHY?
MANIPULATION  &  CONTROL
WHY?
MANIPULATION  &  CONTROL CAUSALITY
Must be evidence of Mutual relationship (covariation) Temporal precedence (one before the other) Rival explanations ruled out (internal validity) We have to settle for best available evidence David Hume  (1711 – 1776) Scottish Philosopher conditions of causality
Think of all the things that caused you to be in this room now?
Method of agreement (if X, then Y) Method of difference (if not X, then not Y) John Stuart Mills (1806 –1873) English Philosopher Logic of experiments
Method of agreement (if X, then Y) Experimental Group Method of difference (if not X, then not Y) Control Group John Stuart Mills (1806 –1873) English Philosopher Logic of experiments
http://www.random.org/
RANDOM selection allocation
How would you know if exercise reduced depression?
Designs
BETW       EEN
BETW       EEN WITHIN
[object Object]
 Does therapy reduce depression?
 Does playing violent games lead to violent behaviour?
 Is procrastination worse for males or females?
 Does the university you attend affect your life chances?
 Are richer people happier?
 Does gardening improve concentration?
 Does this lecture influence mood?
Does listening to music improve attention?Within or Between?
3x3 BETWEEN BE       TW       EEN BE       TW       EEN FACTORIAL
3x3 mixed BE       TW       EEN WI       TH       IN MIXED FACTORIAL
2x3 BETWEEN BET    WEEN BE       TW       EEN FACTORIAL
2x2x2 BETWEEN BET    WEEN BET    WEEN BET    WEEN FACTORIAL
3x3 WITHIN WI       TH       IN  WI       TH       IN FACTORIAL
2x3 WITHIN WIT    HIN  WI       TH       IN FACTORIAL
2x2 WITHIN WIT    HIN  WIT    HIN FACTORIAL
2x2 MIXED BET    WEEN WIT    HIN MIXED FACTORIAL
2x3 MIXED BET    WEEN WI   TH    IN MIXED FACTORIAL
And so on....
But... How many participants? Counterbalance within designs Statistical procedures....shhh later
Does therapy work – if so which works best? How would this be written up? A 2 (time: pre vs post) x 4 (treatment: CBT, Psychotherapy, Exercise, Control) mixed factorial design, with repeated measures on the time variable. What effects? Effect of Time Effect of Condition Interaction of Time and Condition
counterbalancing
“Help, my experiments got problems...”
Threats Internal Validity Can we be sure that the effect is due to the variables we thought? History = If study over time, what else has happened in the mean time? Maturation = If study over time, what has happened to the participants? Instrumentation = Are the instruments valid? Selection = Has this had an effect? Attrition = Have people dropped out? Some more than others?
Threats External Validity Can we extrapolate from the study itself? Task = is it ecologically valid? Setting = are the findings limited to a setting? Time = when was the study conducted, could this matter? Participants = can we generalise from them?
The psychology of the experiment What the @*!#?

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Experiments and anova lecture

  • 1. Think of three experiments inspired by the classic Eames chair DESIGN 1: EXPERIMENTS purpose problems proof
  • 2. Descriptive orientation  Observation - Naturalistic - Field - no controlRelational Orientation  Correlational, association - non-intervention - statistical controlExperimental Orientation  Control and manipulation DESIGNS
  • 3. Descriptive orientation  Observation - Naturalistic - Field - no controlRelational Orientation  Correlational, association - non-intervention - statistical controlExperimental Orientation  Control and manipulation DESIGNS
  • 5. MANIPULATION & CONTROL
  • 7. MANIPULATION & CONTROL CAUSALITY
  • 8. Must be evidence of Mutual relationship (covariation) Temporal precedence (one before the other) Rival explanations ruled out (internal validity) We have to settle for best available evidence David Hume (1711 – 1776) Scottish Philosopher conditions of causality
  • 9. Think of all the things that caused you to be in this room now?
  • 10. Method of agreement (if X, then Y) Method of difference (if not X, then not Y) John Stuart Mills (1806 –1873) English Philosopher Logic of experiments
  • 11. Method of agreement (if X, then Y) Experimental Group Method of difference (if not X, then not Y) Control Group John Stuart Mills (1806 –1873) English Philosopher Logic of experiments
  • 14. How would you know if exercise reduced depression?
  • 16. BETW EEN
  • 17. BETW EEN WITHIN
  • 18.
  • 19. Does therapy reduce depression?
  • 20. Does playing violent games lead to violent behaviour?
  • 21. Is procrastination worse for males or females?
  • 22. Does the university you attend affect your life chances?
  • 23. Are richer people happier?
  • 24. Does gardening improve concentration?
  • 25. Does this lecture influence mood?
  • 26. Does listening to music improve attention?Within or Between?
  • 27.
  • 28. 3x3 BETWEEN BE TW EEN BE TW EEN FACTORIAL
  • 29. 3x3 mixed BE TW EEN WI TH IN MIXED FACTORIAL
  • 30. 2x3 BETWEEN BET WEEN BE TW EEN FACTORIAL
  • 31. 2x2x2 BETWEEN BET WEEN BET WEEN BET WEEN FACTORIAL
  • 32. 3x3 WITHIN WI TH IN WI TH IN FACTORIAL
  • 33. 2x3 WITHIN WIT HIN WI TH IN FACTORIAL
  • 34. 2x2 WITHIN WIT HIN WIT HIN FACTORIAL
  • 35. 2x2 MIXED BET WEEN WIT HIN MIXED FACTORIAL
  • 36. 2x3 MIXED BET WEEN WI TH IN MIXED FACTORIAL
  • 38. But... How many participants? Counterbalance within designs Statistical procedures....shhh later
  • 39. Does therapy work – if so which works best? How would this be written up? A 2 (time: pre vs post) x 4 (treatment: CBT, Psychotherapy, Exercise, Control) mixed factorial design, with repeated measures on the time variable. What effects? Effect of Time Effect of Condition Interaction of Time and Condition
  • 41. “Help, my experiments got problems...”
  • 42. Threats Internal Validity Can we be sure that the effect is due to the variables we thought? History = If study over time, what else has happened in the mean time? Maturation = If study over time, what has happened to the participants? Instrumentation = Are the instruments valid? Selection = Has this had an effect? Attrition = Have people dropped out? Some more than others?
  • 43. Threats External Validity Can we extrapolate from the study itself? Task = is it ecologically valid? Setting = are the findings limited to a setting? Time = when was the study conducted, could this matter? Participants = can we generalise from them?
  • 44. The psychology of the experiment What the @*!#?
  • 47. “Did I do ok?” “Did I ruin the study?” “Did I do it right?”
  • 48. Demand Characteristics “Did I do ok?” “Did I ruin the study?” “Did I do it right?” “How should I behave here?” “Did I perform well in my rôle as an experimental subject” Volunteering is a commitment to comply! Don’t ask WHY, just ask WHERE?
  • 49. ERRORS SYSTEMATIC RANDOM Good subjects Evaluation apprehension – look good Experimenter effects Artifacts
  • 50.
  • 51. few or no instructions
  • 53. lasts for a long timeWhen do situations matter? Like experiments Less like experiments Buss, A.(1989) Personality As Traits. American Psychologist, 44, 1378-1388
  • 54. Let’s have a look at doing some analysis
  • 55. Does therapy work – if so which works best? How would this be written up? A 2 (time: pre vs post) x 4 (treatment: CBT, Psychotherapy, Exercise, Control) mixed factorial design, with repeated measures on the time variable. What effects? Effect of Time Effect of Condition Interaction of Time and Condition