Freedman responds to a series of articles commenting on his critique of the path analysis model. The focus of this rejoinder is the assumptions made by researchers who use the path analysis method, particularly the assumption that the equations in path analysis are structural. (RB)

Using LISREL, the only types of constraints allowed are fixing parameters at a constant value and constraining parameters to be equal. In this paper, two new concepts ("phantom" and "imaginary" latent variables) are introduced which allow fairly general equality and inequality constraints on factor loadings and structural model…

A simplified introduction to path analysis, this article discusses the following: (1) basic rules, assumptions, and procedures; (2) strengths and weaknesses of the technique; (3) special considerations; (4) examples of path analysis in educational research; and (5) guidelines for constructing diagrams. (MCG)

Paper proposes a set of techniques for measuring the importance" of each independent variable in a multivariate causal law (i.e., a law showing the combined effect of several independent variables on a single dependent variable). (Authors)

This study illustrates the application of causal modeling techniques in testing a conceptual model of teaching using data collected in naturalistic, nonexperimental settings. (Author/GK)

Using data for 4,316 men and 4,782 women--from the 1975 Wisconsin Longitudinal Study of Social and Psychological Factors in Educational and Occupational Aspirations and Achievement--the relationship between intelligence quotient (IQ) and fertility was assessed. The effect of education on family size predicts the direction of evolution of genotypic…

Two studies showed that positive and negative affectivity influenced occupational stress, role strain, and coping. Study 3 added job satisfaction to the model, strengthening its predictive validity. Study 4's addition of personality measures did not improve prediction of job satisfaction and strain. (SK)

In the spirit of counseling psychology's social justice mission (e.g., L. A. Goodman, B. Liang, J. E. Helms, R. E. Latta, E. Sparks, & S. R. Weintraub, 2004), the authors examined perceptions of discrimination against women as related to women's views of the group women, their views of themselves as individuals, and their psychological…

This study used path analysis to examine the relationship between perceived barriers, acculturation, and role model influence on the career self-efficacy and career considerations of a sample of Hispanic women. Two path models were examined. The male-dominated model accounted for 15% of the variance, and the female-dominated model accounted for…

Generalized Structured Component Analysis (GSCA) was recently introduced by Hwang and Takane (2004) as a component-based approach to path analysis with latent variables. The parameters of GSCA are estimated by pooling data across respondents under the implicit assumption that they all come from a single, homogenous group. However, as has been…

This study investigated whether neuroticism moderates the relations among social support (from coworkers and supervisors) and work strain characteristics (i.e. job demands and job control). A full cross-lagged panel analysis was used to test whether social support predicts job demands and control or whether job demands and job control predict…

Previous research on students' learning strategies has examined the relationships between either perceptions of the learning environment or personality and learning strategies. The focus of this study was on the joint relationships between the students' perceptions of the learning environment, their personality, and the learning strategies they…

Previous studies in education have inspected the relations between students' autonomous versus controlled motivation and relevant outcomes. In most of those studies a global index of self-determined motivation was created. The purpose of this article was to examine (a) how the different types of motivation proposed by Self-Determination Theory…

Based on a framework emphasizing the social nature of learning, this research examines a model of how social constructs affect satisfaction within online learning using path analysis for students in higher education. The social constructs evaluated in this study include sense of community (SOC), social ability (SA), perceived ease of use (PEU) and…

In his early exposition of path analysis, Duncan (1966) noted that the method "provides a calculus for indirect effects." Despite the interest in indirect causal effects, most users treat them as if they are population parameters and do not test whether they are statistically significant. Sobel (1982) has recently derived the asymptotic…