Simplified Edition · Module 05

Personality & Individual Differences

Traits, structure and measurement: what a score supports, and what it cannot be asked to carry.

  • 18 activities
  • 5 to 7 minutes each
  • 108 minutes end to end
Two different profiles with the same average Two people shown as four sub-scores each. The first profile is spiky, with two high sub-scores and two low ones; the second is almost flat. A dashed line marks the average, which falls in the same place for both. Person A Person B
Two people, four sub-scores each. The dashed line is their average, and it is the same one.

The activities

In teaching order

  1. How Much Room Does the Situation Leave?

    Why the same people look alike in one setting and quite different in another

    5 min

  2. One Moment, or the Whole Fortnight?

    Why one observation cannot tell you what somebody is generally like

    6 min

  3. Turn the Axes, Change Every Number

    What rotation changes in a factor analysis, and what it cannot change

    6 min

  4. Same Score, Different People

    What a broad trait score averages away, and why the tie depended on the questionnaire

    6 min

  5. Chasing Alpha

    Why a high Cronbach's alpha is not evidence that a scale is any good

    6 min

  6. Reverse-Item Disaster

    Reverse keying, and what an unrecoded item does to a scale's reliability statistics

    5 min

  7. Four Ways to Answer the Same Questionnaire

    What reverse-worded items fix, and what they leave exactly as they were

    6 min

  8. The Same Difference, Twice Over

    Why a group difference in scores is not yet a group difference in the trait

    6 min

  9. Five Explanations, All of Them Fit

    Why an explanation that fits everything has told you nothing

    6 min

  10. No Best Battery

    Why a test battery cannot be good or bad until you say what it is for

    7 min

  11. A General Factor With No General Ability

    Why every cognitive test correlating with every other proves less than it seems

    6 min

  12. Take the Words Out and See What Is Left

    Why a test with no words in it still assumes a great deal

    7 min

  13. Equally Accurate, or Equally Fast

    Why a score and a reaction time have to be read together or not at all

    5 min

  14. The Same Genes, A Different Heritability

    Why heritability is a fact about a population and not about a person

    6 min

  15. Three Findings, Two Lines

    Why the same interaction supports three different theories depending on where you looked

    6 min

  16. It Correlates. So What?

    Why a measure correlating with an outcome does not mean it is worth having

    6 min

  17. Same Average, Six Very Different Weeks

    The four things a single self-esteem score collapses into one

    6 min

  18. Where the Line Goes

    What changes when a continuum is cut into a category, and who decides

    7 min

Elsewhere

Every activity here has a full-length twin in the main collection, linked from the foot of the activity itself.