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Soh, Kaycheng – Cogent Education, 2015
Teachers play a critical role in the development of student creativity. How well they play this role depends on whether they demonstrate creativity fostering behaviour when interacting with their students. There is, however, a dearth of suitable instruments for measuring this type of teacher behaviour, although there are many instruments for…
Descriptors: Foreign Countries, Teacher Behavior, Creativity, Creativity Tests
Szymanski, Dawn M.; Kashubeck-West, Susan; Meyer, Jill – Counseling Psychologist, 2008
This article provides an integrated critical review of the literature on internalized heterosexism/internalized homophobia (IH), its measurement, and its psychosocial correlates. It describes the psychometric properties of six published measures used to operationalize the construct of IH. It also critically reviews empirical studies on correlates…
Descriptors: Physical Health, Intimacy, Psychometrics, Homosexuality

O'Connell, Ann Aileen – Measurement and Evaluation in Counseling and Development, 2000
Compares approaches to modeling ordinal outcome variables, including assumptions, interpretations, and limitations. Explores how the multiple regression approach with ordinal level data can compromise the understanding of the effects of the independent variables and of the ordinal level response. Provides applications with data from a multisite…
Descriptors: Models, Multiple Regression Analysis, Predictor Variables, Research Methodology

Cramer, Elliot M.; Appelbaum, Mark I. – Review of Educational Research, 1978
Assuming conditional normality and independence, standard estimation and hypothesis testing procedures for regression coefficients are the same whether using fixed x values, random x values or mixed fixed and random values. Contrary to Sockloff's suggestion, polynomial regression is useful with either fixed or random models. (See EJ 142 050). (CP)
Descriptors: Error of Measurement, Mathematical Models, Multiple Regression Analysis, Research Reviews (Publications)

Cohen, Peter A. – Review of Educational Research, 1981
Meta-analytic methods were used to synthesize research on the relationship between student ratings of instruction and student achievement. Results provide strong support for the validity of student ratings as measures of teaching effectiveness. (Author/GK)
Descriptors: Academic Achievement, Correlation, Evaluation Methods, Higher Education

Liu, Richard – College Student Journal, 1981
Discusses multiple regression, a very popular statistical technique in the field of education. One of the basic assumptions in regression analysis requires that independent variables in the equation should not be highly correlated. The problem of multicollinearity and some of the solutions to it are discussed. (Author)
Descriptors: Educational Research, Higher Education, Multiple Regression Analysis, Predictor Variables