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On the interpretation of the CHC factor Gc

机译:关于CHC因子Gc的解释

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On the one hand, the factors Gf and Gc in the Cattell-Horn-Carroll (CHC) model of intelligence are hypothesized to represent individual differences in unique psychological or biological capacities. On the other hand, they are interpreted as representing the theoretical variables fluid and crystallized intelligence in investment theory. With respect to Gc, this leads to a theoretical conflict because in investment theory crystallized intelligence is not a capacity but purely a statistical entity. We contend that if CHC factor Gc represents a capacity, it cannot represent crystallized intelligence, and if Gc represents crystallized intelligence, it does not represent a capacity. In addition, from our discussion of Gc, we conclude that in investment theory the factors Gf and g represent one and the same capacity. In support of our theoretical conclusions, we implemented the CHC model in a confirmatory factor analysis of a HCA (Human Cognitive Abilities project) data set. As expected, Gf and g were statistically indistinguishable. Gc was effectively absent, because it was statistically equivalent to verbal comprehension. Factors Gc and g could be removed from the model without any reduction in model fit. We argue that in the CHC taxonomy the factors Gc and g are redundant as explanatory variables.
机译:一方面,假设在Cattell-Horn-Carroll(CHC)智力模型中的Gf和Gc因子代表了独特的心理或生物学能力的个体差异。另一方面,它们被解释为代表投资理论中的理论变量流体和结晶智能。关于Gc,这导致了理论冲突,因为在投资理论中,结晶的智能不是能力而是纯粹的统计实体。我们认为,如果CHC因子Gc表示能力,则不能表示结晶的智能,如果Gc表示结晶的智力,则不能表示容量。此外,从对Gc的讨论中可以得出结论,在投资理论中,因子Gf和g代表一个相同的容量。为了支持我们的理论结论,我们在HCA(人类认知能力项目)数据集的验证性因素分析中实施了CHC模型。正如预期的那样,Gf和g在统计上是无法区分的。实际上没有Gc,因为它在统计上等同于口头理解。可以从模型中删除因子Gc和g,而不会降低模型拟合度。我们认为,在CHC分类法中,因子Gc和g作为解释变量是多余的。

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