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Educability-and-Group-Differences-1973-by-Arthur-Robert-Jensen

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368 <strong>Educability</strong> <strong>and</strong> <strong>Group</strong> <strong>Differences</strong><br />

The covariance of genotypes <strong>and</strong> environments, Co\GE, arises<br />

when genotypic values <strong>and</strong> environmental values are correlated in<br />

the population. An example is children with genotypes for high<br />

intelligence who are reared in homes with superior environmental<br />

advantages for intellectual development, or a musically talented<br />

child who is given music lessons, phonograph records, <strong>and</strong> taken<br />

to concerts more than a child who evinces little or no sensitivity<br />

to music. Some part of the covariance is, in a sense, truly created<br />

<strong>by</strong> the genotype, as when an intellectually gifted child spontaneously<br />

spends more time in reading or other intellectual activities,<br />

or a musically talented child of his own accord spends many hours<br />

a day practising a musical instrument. Similarly, in nature, the<br />

genotypically larger <strong>and</strong> stronger animal will get more food in its<br />

particular ecological niche <strong>and</strong> will therefore be favored also<br />

nutritionally. This covariance increases the total population<br />

variance in the trait (in this case body size). Because the covariance<br />

is so closely linked to genotypic characteristics when conditions<br />

are such that individuals can choose or create those features of the<br />

environment in accord with their genotypic proclivities, some<br />

geneticists (e.g., <strong>Robert</strong>s, 1967, p. 217) include CovGE as part of<br />

the total genetic variance rather than as part of the environmental<br />

variance, <strong>and</strong> they define the environmental variance component,<br />

VE, as those environmental effects which are independent of the<br />

genotype.<br />

Thus heritability can be defined differently for various purposes,<br />

depending upon the components that enter into the numerator<br />

<strong>and</strong> denominator.<br />

Heritability in the narrow sense, h2, is the proportion of additive<br />

genetic variance, thus:<br />

K = ~<br />

V P<br />

Heritability in the broad sense, h2, is:<br />

VA + VB+V'. + VA„<br />

Vo<br />

(A.4)<br />

h - v„ - VP (A'5)<br />

Some estimates of heritability in the broad sense include CovGE<br />

in the numerator:<br />

h2 = -^ ± £ °-vG£ (A.6)

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