Gustafsson J E, Balke G
Multivariate Behav Res. 1993 Oct 1;28(4):407-34. doi: 10.1207/s15327906mbr2804_2.
The purpose of this study is to investigate the relations between aptitude variables and school achievement using a model of ability which allows simultaneous identification of general and specific abilities. A battery of 16 aptitude tests was administered in the 6th grade and course grades were collected in 17 different subject matter areas in the 9th grade (N = 866). For the aptitude tests a confirmatory factor model is fitted with a general factor (G) along with nine orthogonal, residual factors. Some of the residual factors are quite broad (Crystallized intelligence, Gc(1), and General visualization G(1)), but most are narrow factors identified by pairs of tests (e.g., V(1), Ms(1), Num Ach(1), Vz(1), S, and Cs(1)). A model is fitted to the 17 course grades as well. The model includes a general school achievement factor (GENACH) and domain specific achievement factors in areas such as science-mathematics (SCIENCE), social science (SOCSCI(1)), language (LANG(1)) and spatial-practical performance (SPATPR(1)). Relating the latent criterion variables to the latent aptitude variables it is found that some 40% of the variance in GENACH may be accounted for by G and Gc(1). However, larger proportions of variance are accounted for in the domain specific achievement factors and different aptitude factors are important in different domains. It is conclu~ded that differentiation among at least a limited number of broad abilities may be worthwhile.
本研究的目的是使用一种能力模型来调查能力变量与学业成绩之间的关系,该模型能够同时识别一般能力和特殊能力。在六年级进行了一组16项能力测试,并收集了九年级17个不同学科领域的课程成绩(N = 866)。对于能力测试,采用了一个验证性因素模型,该模型包含一个一般因素(G)以及九个正交的残差因素。其中一些残差因素相当宽泛(晶体智力,Gc(1),以及一般视觉化能力G(1)),但大多数是由成对测试确定的狭窄因素(例如,V(1)、Ms(1)、数字成就(1)、Vz(1)、S和Cs(1))。同时也对17个课程成绩拟合了一个模型。该模型包括一个一般学业成就因素(GENACH)以及科学 - 数学(SCIENCE)、社会科学(SOCSCI(1))、语言(LANG(1))和空间实践表现(SPATPR(1))等领域特定的成就因素。将潜在的标准变量与潜在的能力变量相关联后发现,GENACH中约40%的方差可能由G和Gc(1)解释。然而,在领域特定的成就因素中,方差的解释比例更大,并且不同的能力因素在不同领域中很重要。得出的结论是,至少区分有限数量的宽泛能力可能是值得的。