A well-established approach to modeling clustered data introduces random effects in the model of interest. Mixed-effects logistic regression models can be used to predict discrete outcome variables when observations are correlated. An extension of the mixed-effects logistic regression model is presented in which the dependent variable is a latent…

This study takes a political-economic perspective to examine predictors of revenue variation in U.S. community colleges using the IPEDS 2000 Finance Survey data. Descriptive analyses of the IPEDS data indicate it is common for colleges at the 90th percentile of a state's revenue distribution to have twice the per student resources as colleges at…

This study compares the classification accuracy of linear discriminant analysis (LDA), quadratic discriminant analysis (QDA), logistic regression (LR), and classification and regression trees (CART) under a variety of data conditions. Past research has generally found comparable performance of LDA and LR, with relatively less research on QDA and…

This article uses data from the National Longitudinal Survey of Youth 1979-1998 to understand the differences between those who exited the welfare system voluntarily (leavers) and those who stayed (non-leavers), 1990-1996. The purpose of this research was to examine the differences between the groups in their personal and family characteristics,…

Purpose: The recent changes that have occurred in the Spanish university teaching environment, such as growing competition, have caused these courses to become an important differentiating element of what is offered by each university. Therefore, the authors propose to delve deeper into the relationship existing between satisfaction and the intent…

Purpose: The aims of this study were to examine differences between older men and women: (a) in the ability of self-rated health to predict mortality, (b) in the effect of different follow-up periods on the self-rated health mortality relationship, and (c) in the relative importance of self-rated health and self-rated change in health in…

The effect of child care regulations on outcomes in the child care market and the labor market for mothers of young children is examined. The analysis uses a time series of cross sections and examines the robustness of previous cross-section findings to controls for state-level heterogeneity. Child care regulations as a group have statistically…

Factors associated with research anxiety of university faculty members in human resource educations fields were examined. Most of the participating faculty members were male and half were full professors. The mean age was 52 and all but one held a doctorate. Relationships between selected demographic characteristics and The Higgins-Kotrlik…

It is believed by some that most tests are multidimensional, meaning that they measure more than one underlying construct. The primary objective of this study is to illustrate how variations in the secondary ability distribution affect the statistical detection of dimensionality and to demonstrate the difference between substantive and statistical…

This study examined practices of teachers in Wake County Public Schools' (WCPSS) middle school Algebra I classes. Regression analyses of standardized state testing results allowed for identification of the most effective and least effective Algebra I teachers. The study used surveys, observations, and focus group interviews to compare and contrast…

The impact of competition on academic outcomes is likely to depend on whether parents are informed about schools' effectiveness or valued added (which may or may not be correlated with absolute measures of their quality), and on whether this information influences their school choices, thereby affecting schools' market outcomes. To explore these…

An abundance of research, by educational researchers and scholars of teaching and learning alike, can be found on the use of ICT to plan design and deliver learning activities and assessment activities. The first steps of the instructional design process are covered quite thoroughly by this. However, the use of ICT and quantitative methods to…

Although the primary use of the speaking section of the Test of English as a Foreign Language™ Internet-based test (TOEFL® iBT Speaking test) is to inform admissions decisions at English medium universities, it may also be useful as an initial screening measure for international teaching assistants (ITAs). This study provides criterion-related…

Many studies have acknowledged a shift from elite to mass participation in Australian higher education over the last decade. As the diversity of the student intake rises there is a growing interest in the factors predicting their success or failure. This article identifies a set of variables predicting University of Western Sydney (UWS) student…

Enrollment forecasting is the central component of effective budget and program planning. The integrated enrollment forecast model is developed to achieve a better understanding of the variables affecting student enrollment and, ultimately, to perform accurate forecasts. The transfer function model of the autoregressive integrated moving average…