Related Experiment Video
Updated: Jul 2, 2026

Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
Published on: September 17, 2019
Multivariate autoregressive cross-lagged modeling of the reciprocal longitudinal relationship between perceived
Sukkyung You1, Sehee Hong, Eun-Joo Kim
1Department of Education, Korea University, Seoul, South Korea. seheehong@korea.ac.kr
Abstract:
Although many studies have demonstrated positive associations between perceived control and academic achievement, few studies have actually explored which of the two constructs is the determinant of the other. There are only a few longitudinal studies on the relationship of perceived control and academic achievement. The present study examined the reciprocal longitudinal relation between perceived control and academic achievement. Further, considering the multiethnic background of the USA, this study investigated how the relationship between two constructs varies with ethnicity. Using a randomly selected sample of 1,500 students from Asian, Black, Hispanic, and White groups in the National Education Longitudinal Study data, Autoregressive Cross-lagged Modeling was performed to get a complete picture of the longitudinal relationship. Results showed a positive longitudinal effect of academic achievement on perceived control across the ethnic groups. Explanations for these findings are discussed.
Related Concept Videos
Theory of Attribution II: Kelley's Covariation Theory
Longitudinal Research
Locus of Control
Multiple Regression
Farmers can use multiple regression to determine the crop yield based on more than one factor, such as water availability, fertilizer, soil properties, etc. Here, the crop yield is the response or dependent variable as it depends on the other independent variables. The analysis requires the construction of a scatter plot...
Rotter's Locus of Control
Individuals with an internal locus of control believe that their personal efforts and decisions directly affect their...
Cross-Sectional Research