Presents an overview of a wide range of measurement models currently available to the analyst who needs to make accurate and valid inferences about respondents and stimuli from data. Reviews models with and without predictor variables or observed and latent predictors, as well as parametric and nonparametric models, and models for order-restricted…

Discusses determining sample size for estimation of the squared multiple correlation coefficient and presents regression equations that permit determination of the sample size for estimating this parameter for up to 20 predictor variables. (SLD)

Two bootstrap tests are proposed to test the independence hypothesis in a two-way cross table. Monte Carlo studies are used to compare the traditional asymptotic test with these bootstrap methods, and the bootstrap methods are found superior in two ways: control of Type I error and statistical power. (SLD)

In hierarchical linear models we often find that group indicator variables at the cluster level are significant predictors for the regression slopes. When this is the case, the average relationship between the outcome and a key independent variable are different from group to group. In these settings, a question such as "what range of the…

The purpose of this investigation was to determine whether racial and ethnic-related stressors were associated with overall levels of perceived stress and academic performance among African American students at a historically Black college and university (HBCU). Hierarchical regression analyses were used to test racial and ethnic-related stressors…

This study examines the relationship of academic achievement to future time perspective (FTP), hope, and ethnic identity among low-income, rural and urban African American adolescents ( N = 661). Findings indicate that adolescents who are oriented toward the future, determined to reach their goals (hope), and interested in and have a strong sense…

This study examined likelihood of high school students' gender, levels of academic achievement, perfectionism and perceived social support in predicting their degree of test anxiety. Participants were 505 students from high schools in the Ankara metropolitan area. The Test Anxiety Inventory, Multidimensional Perfectionism Scale and Perceived…

Binary logistic regression analyses were performed on institutional data from a large urban community college in order to identify predictors of performance in a content course (psychology) that had high literacy demands. It was found that students who completed college English were more likely to pass the content course than students with…

Objective: Assess how per capita expenditure on commercially prepared food as a proportion of total food expenditure varies by the sex and marital status of the head of the household. Design: Prospective cohort study, data collected by the United States Bureau of Labor Statistics 2004 Consumer Expenditure Survey. Setting: United States.…

Because of its significant impact on overall life satisfaction, employment satisfaction is one marker for determining successful adult outcomes. The present investigation reports the perceptions of employment satisfaction for 500 graduates with learning disabilities from three postsecondary institutions. The graduates reported high levels of…

This paper discusses how a seldom-used statistical procedure, recursive regression (RR), can numerically and graphically illustrate data-driven nonlinear relationships and interaction of variables. This routine falls into the family of exploratory techniques, yet a few interesting features make it a valuable compliment to factor analysis and…

Objective: This study's aim was to determine how patients' and providers' characteristics affect hospital providers' decisions to screen pregnant and postpartum women for illicit substances. Methods: A retrospective design was used. Participants included all low-income women (N=1,100) who delivered at an urban teaching hospital over a 12-month…

The Jackson Municipal Separate School District, Mississippi, has instituted a mixed-criteria reduction-in-force procedure emphasizing classroom performance to a greater degree than seniority, certification, and staff development participation. The district evaluation process--measuring classroom teaching performance--generated data for the present…

A reanalysis was conducted of Saunier's research (1985) on sources of variation in the National Research Council (NRC) reputational ratings of university faculty. Saunier conducted a stepwise regression analysis using 12 predictor variables. Due to problems with multicollinearity and because of the atheoretical nature of stepwise regression,…

Classical statistical methods and the small enrollments in graduate departments have constrained the Graduate Record Examinations (GRE) Validity Study Service to providing only validities for single predictors. Estimates of the validity of two or more predictors, used jointly, are considered too unreliable because the corresponding prediction…