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A causal model of students' achievement in a college physics course
Author(s) -
Champagne Audrey B.,
Klopfer Leopold E.
Publication year - 1982
Publication title -
journal of research in science teaching
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.067
H-Index - 131
eISSN - 1098-2736
pISSN - 0022-4308
DOI - 10.1002/tea.3660190404
Subject(s) - mathematics education , variance (accounting) , causal model , variable (mathematics) , physics education , course (navigation) , mathematics , structural equation modeling , psychology , statistics , physics , mathematical analysis , accounting , astronomy , business
To explain students' achievement in the mechanics segment of a college physics course, a causal model is proposed whose variables are the three constructs: Newtonian physics, math ability, and science experience. Each variable specifies several variates, whose numerical values were measured and intercorrelations computed. The Factorial Modeling (FaM) procedure is applied to the data to estimate the coefficients of the proposed model's structural equations. The FaM results indicate that the model is plausible and that its first two variables account for approximately 34% of the variance in the criterion variate, students' mechanics achievement. The implications of the findings for physics instruction are discussed.