Pa. Whang et Gr. Hancock, MODELING THE MATHEMATICS ACHIEVEMENT OF ASIAN-AMERICAN ELEMENTARY STUDENTS, Learning and individual differences, 9(1), 1997, pp. 63-88
An examination is conducted of potential factors underlying the mathem
atics achievement of 60 fourth, 57 fifth, and 41 sixth grade Asian-Ame
rican students attending public school in California. Specifically, st
ructural equation modeling is used to evaluate hypothesized relationsh
ips among several constructs (Efficiency of Elementary Cognitive Proce
sses, Working Memory Capacity, Reasoning Ability, Arithmetic Productio
n, and Arithmetic Verification Speed), with particular interest direct
ed toward these constructs' ability to predict the Mathematics Achieve
ment construct. The final structural model has an excellent fit to the
observed variances and covariances and accounts for over three-fourth
s of the variability in the Mathematics Achievement construct (with Re
asoning Ability being the largest explanatory construct included in th
e model). The predictive importance of all constructs within this gene
rally high-achieving sample is discussed in the context of Ackerman's
(1988, 1989) theory of skill acquisition.