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Definitions and Manifestations
   High-IQ Definition:
       “A person who has an exceptionally high
        intelligence quotient, typically above 140.”
   High-Achievement Definition:
       “an exceptional natural capacity of
        intellect, especially as shown in creative and
        original work in science, art, music, etc. … a
        person having such capacity.”
   Origins of the IQ Test
       Galton’s anthropometric measures
       Binet-Simon’s intelligence scale
3 years
Show eyes, nose, mouth
Name objects in a picture
Repeat 2 figures
Repeat a sentence of 6 syllables
Give last name




6 years
Repeat a sentence of 16 syllables
Compare two figures from an aesthetic point of view
Define by use only, some simple objects
Execute 3 simultaneous commissions
Give one’s age
Distinguish morning and evening
   Origins of the IQ Test
     Galton’s anthropometric measures
     Binet-Simon’s intelligence scale
     Stern’s IQ = 100*MA/CA
     Terman’s Stanford-Binet
     Wechsler Adult Intelligence Scale, etc.
     Definition in terms of the normal curve
   110 = top 1/3rd of population; about average
    for HS grads, but only 50-50 chance of college
    graduation
   115 = superior IQ (top 1/6th); approximate
    average for individuals in professional
    occupations
   120 = potentially gifted (top 10%); average for
    college graduates
   130 = borderline genius; eligibility for Mensa
    (top 2%); average IQ of most PhD recipients
   140 = genius level IQ (top 1%); about average
    for PhD’s in physics or who graduate Phi Beta
    Kappa
   150 = Fewer than 1 in 10,000 this high
   160 = eligibility for Four Sigma Society; 1 out of
    30,000 score this high
   165 = 1 in a million; eligibility for Mega Society
   228 = Record IQ claimed by columnist Marilyn
    Jarvik (née Vos Savant)
   Applications of the IQ Test
       Terman’s Genetic Studies of Genius
         The IQ = 140 threshold: M = 151
         The aftermath
       Roe’s 64 eminent scientists
           Verbal IQs            163 (121-177)
           Spatial IQs           140 (123-164)
           Math IQs              160 (128-194)
           [N.B.: Physicists excluded from last]
   Criticisms of the IQ Test
       Narrowly defined intelligence assessment
         e.g., Raven’s Progressive Matrices
   Criticisms of the IQ Test
       Narrowly defined intelligence assessment
       Intelligence actually multiple dimensional rather
        than a single dimension
         e.g., …
   Linguistic                T. S. Eliot
   Logical-mathematical      Einstein
   Spatial                   Picasso
   Bodily-kinesthetic        Martha Graham
   Musical                   Stravinsky
   Intrapersonal             Freud
   Interpersonal             Gandhi
   Criticisms of the IQ Test
       Narrowly defined intelligence assessment
       Intelligence actua lly multiple dimensioned
        rather than a single dimension
       Although positively associated with occupational
        attainment, not strongly correlated with the
        magnitude of within-occupation achievement
       High IQ can even be largely useless!
       Concepts of Intelligence can improve it all!
   One reason for the poor predictive validity at
    the upper end of the adult intelligence scale:
   The only items that discriminate at the upper
    end of the distribution represent specialized
    analytical test-taking ability rather knowledge
    and skills having general intellectual utility:
    e.g. …
A man plays the game of Russian roulette in the following way. He puts
two bullets in a six-chamber cylinder and pulls the trigger twice. The
cylinder is spun before the first shot, but it may or may not be spun
after putting in the first bullet and after taking the first shot.
Which of the following situations produces the lowest probability of
survival?
A. Spinning the cylinder after loading the first bullet, and spinning again
after the first shot.
B. Spinning the cylinder after loading the first bullet only.
C. Spinning the cylinder after firing the first shot only.
D. Not spinning the cylinder either after loading the first bullet or after
the first shot or after the first shot.
E. The probability is the same for all cases.
   Exceptional creativity
   Outstanding leadership
   Prodigious performance
   Exceptional creativity
       Big-C versus little-c creativity
       Quantitative rather than qualitative difference both
        within and between these categories
       e.g., …
   Exceptional creativity
   Outstanding leadership
       Exceptional personal influence
       Big-C creativity as outstanding leadership
   Exceptional creativity
   Outstanding leadership
   Prodigious performance
       Sports
       Chess
       Music
       IQ?
   Three-criterion definition
       Novelty/Originality
       Usefulness/Adaptiveness
       Nonobviousness/Surprise
   Three p's of creativity
       Process: e.g., logic versus intuition
       Product: e.g., scientific versus artistic
       Person: e.g., ability versus personality
   Thesis: Nature
   Antithesis: Nurture
   Synthesis: Nature-Nurture Integrated
   Complications
   Thesis: Nature
       Galton (1869): Hereditary Genius
       de Candolle (1873): Histoire des sciences et des savants
        depuis deux siècles
       Galton (1874): English Men of Science: Their Nature and
        Nurture
   Antithesis: Nurture
       Watsonian/Skinnerian Behaviorism
       Cognitive Psychology:
         Domain-specific expertise (knowledge/skills)
         Deliberate practice
         The 10-year rule
         Empirical problems
           Individual differences in 10-year rule
           Performance predictors with substantial heritabilities
   Synthesis: Nature-Nurture Integrated
       Talent is defined as any set of two or more
        individual-variables that
         feature substantial heritability coefficients, and
         either accelerate expertise acquisition or
         enhance performance given a particular level of
          expertise acquisition
       Given this definition, variance attributed to talent
        can be estimated using published validity and
        heritability coefficients
   Complications
       Simple or Complex?
         Latter multidimensional
       Additive or Multiplicative?
         Latter emergenic
       Static or Developmental?
         Latter epigenetic
If k is small, then talent is simple; if k is large, then it is complex.
Assuming that k > 1, then two additional possibilities:
If Σ is the operator, then talent is additive; if Π, then it is multiplicative.
If developmental trajectories are epigenetic rather than static:
Former additive epigenesis;
Latter multiplicative (emergenic) epigenesis
Genius creativitytalent 1

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Genius creativitytalent 1

  • 1.
  • 3. High-IQ Definition:  “A person who has an exceptionally high intelligence quotient, typically above 140.”  High-Achievement Definition:  “an exceptional natural capacity of intellect, especially as shown in creative and original work in science, art, music, etc. … a person having such capacity.”
  • 4. Origins of the IQ Test  Galton’s anthropometric measures  Binet-Simon’s intelligence scale
  • 5. 3 years Show eyes, nose, mouth Name objects in a picture Repeat 2 figures Repeat a sentence of 6 syllables Give last name 6 years Repeat a sentence of 16 syllables Compare two figures from an aesthetic point of view Define by use only, some simple objects Execute 3 simultaneous commissions Give one’s age Distinguish morning and evening
  • 6. Origins of the IQ Test  Galton’s anthropometric measures  Binet-Simon’s intelligence scale  Stern’s IQ = 100*MA/CA  Terman’s Stanford-Binet  Wechsler Adult Intelligence Scale, etc.  Definition in terms of the normal curve
  • 7. 110 = top 1/3rd of population; about average for HS grads, but only 50-50 chance of college graduation  115 = superior IQ (top 1/6th); approximate average for individuals in professional occupations  120 = potentially gifted (top 10%); average for college graduates  130 = borderline genius; eligibility for Mensa (top 2%); average IQ of most PhD recipients
  • 8. 140 = genius level IQ (top 1%); about average for PhD’s in physics or who graduate Phi Beta Kappa  150 = Fewer than 1 in 10,000 this high  160 = eligibility for Four Sigma Society; 1 out of 30,000 score this high  165 = 1 in a million; eligibility for Mega Society  228 = Record IQ claimed by columnist Marilyn Jarvik (née Vos Savant)
  • 9. Applications of the IQ Test  Terman’s Genetic Studies of Genius  The IQ = 140 threshold: M = 151  The aftermath  Roe’s 64 eminent scientists  Verbal IQs 163 (121-177)  Spatial IQs 140 (123-164)  Math IQs 160 (128-194)  [N.B.: Physicists excluded from last]
  • 10. Criticisms of the IQ Test  Narrowly defined intelligence assessment  e.g., Raven’s Progressive Matrices
  • 11.
  • 12. Criticisms of the IQ Test  Narrowly defined intelligence assessment  Intelligence actually multiple dimensional rather than a single dimension  e.g., …
  • 13. Linguistic  T. S. Eliot  Logical-mathematical  Einstein  Spatial  Picasso  Bodily-kinesthetic  Martha Graham  Musical  Stravinsky  Intrapersonal  Freud  Interpersonal  Gandhi
  • 14. Criticisms of the IQ Test  Narrowly defined intelligence assessment  Intelligence actua lly multiple dimensioned rather than a single dimension  Although positively associated with occupational attainment, not strongly correlated with the magnitude of within-occupation achievement  High IQ can even be largely useless!  Concepts of Intelligence can improve it all!
  • 15.
  • 16. One reason for the poor predictive validity at the upper end of the adult intelligence scale:  The only items that discriminate at the upper end of the distribution represent specialized analytical test-taking ability rather knowledge and skills having general intellectual utility: e.g. …
  • 17. A man plays the game of Russian roulette in the following way. He puts two bullets in a six-chamber cylinder and pulls the trigger twice. The cylinder is spun before the first shot, but it may or may not be spun after putting in the first bullet and after taking the first shot. Which of the following situations produces the lowest probability of survival? A. Spinning the cylinder after loading the first bullet, and spinning again after the first shot. B. Spinning the cylinder after loading the first bullet only. C. Spinning the cylinder after firing the first shot only. D. Not spinning the cylinder either after loading the first bullet or after the first shot or after the first shot. E. The probability is the same for all cases.
  • 18. Exceptional creativity  Outstanding leadership  Prodigious performance
  • 19. Exceptional creativity  Big-C versus little-c creativity  Quantitative rather than qualitative difference both within and between these categories  e.g., …
  • 20.
  • 21. Exceptional creativity  Outstanding leadership  Exceptional personal influence  Big-C creativity as outstanding leadership
  • 22. Exceptional creativity  Outstanding leadership  Prodigious performance  Sports  Chess  Music  IQ?
  • 23. Three-criterion definition  Novelty/Originality  Usefulness/Adaptiveness  Nonobviousness/Surprise  Three p's of creativity  Process: e.g., logic versus intuition  Product: e.g., scientific versus artistic  Person: e.g., ability versus personality
  • 24. Thesis: Nature  Antithesis: Nurture  Synthesis: Nature-Nurture Integrated  Complications
  • 25. Thesis: Nature  Galton (1869): Hereditary Genius  de Candolle (1873): Histoire des sciences et des savants depuis deux siècles  Galton (1874): English Men of Science: Their Nature and Nurture
  • 26. Antithesis: Nurture  Watsonian/Skinnerian Behaviorism  Cognitive Psychology:  Domain-specific expertise (knowledge/skills)  Deliberate practice  The 10-year rule  Empirical problems  Individual differences in 10-year rule  Performance predictors with substantial heritabilities
  • 27. Synthesis: Nature-Nurture Integrated  Talent is defined as any set of two or more individual-variables that  feature substantial heritability coefficients, and  either accelerate expertise acquisition or  enhance performance given a particular level of expertise acquisition  Given this definition, variance attributed to talent can be estimated using published validity and heritability coefficients
  • 28.
  • 29.
  • 30. Complications  Simple or Complex?  Latter multidimensional  Additive or Multiplicative?  Latter emergenic  Static or Developmental?  Latter epigenetic
  • 31. If k is small, then talent is simple; if k is large, then it is complex. Assuming that k > 1, then two additional possibilities: If Σ is the operator, then talent is additive; if Π, then it is multiplicative.
  • 32. If developmental trajectories are epigenetic rather than static: Former additive epigenesis; Latter multiplicative (emergenic) epigenesis