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Eventually it became apparent that there were serious problems with the basic approach to psychometric theory. A movement that had started by postulating one important ability had come, in one of its major Silk Square Scarf Night Into Day by VIDA VIDA 5qzJmkQTn
, to recognize 150. Moreover, the psychometricians (as practitioners of factor analysis were called) lacked a scientific means of resolving their differences. Any method that could support so many theories seemed somewhat suspect. Most important, however, the psychometric theories failed to say anything substantive about the processes underlying intelligence. It is one thing to discuss “general ability” or “fluid ability” but quite another to describe just what is happening in people’s minds when they are exercising the ability in question. The solution to these problems, as proposed by cognitive psychologists, was to study directly the mental processes underlying intelligence and, perhaps, to relate them to the facets of intelligence posited by psychometricians.

The American psychologist John B. Carroll, in Human Cognitive Abilities (1993), proposed a “three-stratum” psychometric model of intelligence that expanded upon existing theories of intelligence. Many psychologists regard Carroll’s model as definitive, because it is based upon reanalyses of hundreds of data sets. In the first stratum, Carroll identified narrow abilities (roughly 50 in number) that included the seven primary abilities identified by Thurstone. According to Carroll, the middle stratum encompassed broad abilities (approximately 10) such as learning, retrieval ability, speediness, visual perception, fluid intelligence, and the production of ideas. The third stratum consisted solely of the general factor, g , as identified by Spearman. It might seem self-evident that the factor at the top would be the general factor, but it is not, since there is no guarantee that there is any general factor at all.

Both traditional and modern psychometric theories face certain problems. First, it has not been proved that a truly general ability encompassing all mental abilities actually exists. In The General Factor of Intelligence: How General Is It? (2002), edited by the psychologists Robert Sternberg (author of this article) and Elena Grigorenko , contributors to the edited volume provided competing views of the g factor, with many suggesting that specialized abilities are more important than a general ability, especially because they more readily explain individual variations in intellectual functioning. Second, psychometric theories cannot precisely characterize all that goes on in the mind. Third, it is not clear whether the tests on which psychometric theories are based are equally appropriate in all cultures . In fact, there is an assumption that successful performance on a test of intelligence or cognitive ability will depend on one’s familiarity with the cultural framework of those who wrote the test. In her 1997 paper “You Can’t Take It with You: Why Ability Assessments Don’t Cross Cultures,” the American psychologist Tote Bag GALAXYLIGHTS by VIDA VIDA N6f6kfOY
concluded that a single test may measure different abilities in different cultures. Her findings emphasized the importance of taking issues of cultural generality into account when creating abilities tests.

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