A study used a latent variable model with various factors to examine the relationship between college student grades and satisfaction. Results suggest satisfaction is a stronger influence on grades than vice versa. It is recommended that popular recursive models be reevaluated because nonrecursive models may more accurately represent effects.…

Because change is fundamental to education and the measurement of change assesses the quality and effectiveness of postsecondary education, this study examined three methods of measuring change: (1) gain scores; (2) residual scores; and (3) repeated measures. Data for the study was obtained from transcripts of 722 graduating seniors at the…

A study compared three methods for measuring college student growth and development in the course of a college education: (1) gain scores; (2) residual scores; and (3) repeated measures. Analyses indicated that all three are seriously flawed, although repeated measures offer the greatest potential for adequately representing student change.…

This study attempted to validate the use of academic growth and development items from Tennessee alumni surveys as measures of program quality and effectiveness at the University of Tennessee (UTK), Knoxville. The argument is made that it is essential that the instruments used to assess students educational outcomes be valid measures of the goals…

Analysis of data on freshman-to-senior developmental gains in 722 University of Tennessee-Knoxville students provides evidence of the advantages of structural equation modeling with latent variables and suggests that the group differences identified by traditional analysis of variance and covariance techniques may be an artifact of measurement…