Explains confirmatory and exploratory factor analysis using a small heuristic data set that allows readers to grasp the conceptual underpinnings of each method. Discusses analytic tradition in both forms of analysis by examining recently published examples of each. (SLD)

The controversy about the use or misuse of statistical significance testing has become the major methodological issue in educational research. This special issue contains three articles that explore the controversy, three commentaries on these articles, an overall response, and three rejoinders by the first three authors. They are: (1)…

Three articles in this special issue explore issues related to the use and misuse of statistical significance testing, the major methodological issue in current educational research. Comments on these articles and rejoinders by the authors of the first three articles explore additional aspects of statistical significance testing. (SLD)

Reviews null hypothesis statistical significance testing (NHST) in its historical context and concludes that workable alternatives to NHST are available. Among suggested alternatives, effect magnitude measures, replication techniques, and meta-analytic techniques are discussed. (SLD)

Although statistical significance testing as the sole basis for result interpretation is a flawed practice, significance tests can be useful as one of three criteria that must be demonstrated to establish a position empirically. Statistical significance testing provides evidence that an event did not happen by chance but gives no evidence of the…

Offers a framework for remedying some of the problems associated with the use of statistical significance tests through modifying journal editorial policies. Reviews examples from some journals that have established guidelines for reporting results of statistical significance tests. (SLD)

Comments on discussions of statistical significance testing in this special issue, placing the articles in the context of contemporary research literature. Empirical evidence is cited that suggests that the American Psychological Association's policy of encouraging effect size reporting has had no appreciable effect on the research literature.…

Expresses a "middle-of-the-road" position on statistical significance testing, suggesting that it has its place but that confidence intervals are generally more useful. Identifies 10 errors of omission or commission in the papers reviewed that weaken the positions taken in their discussions. (SLD)

Outlines concerns that must be addressed by those who advocate replacing statistical hypothesis-testing with alternative data-analysis strategies. Suggests that commonly recommended alternatives are not perfect and that various hypothesis-testing modifications can be implemented to make the process and its conclusions more credible. Hypothesis…

Attempts to clarify the positions of T. Nix and J. Barnette on statistical significance testing, advocates the routine use of effect size, and encourages reporting results in simple terms. (SLD)

Discusses commonalities in the papers of this special issue, addresses concerns about errors of omission expressed by T. Knapp, and provides some recommendations for the use of statistical significance testing with requirements for estimates of effect sizes. (SLD)

Considers reviews of L. Daniels's article on editorial policy regarding statistical significance testing and concludes that the controversy is not over, although the gradual movement toward requiring additional information in the reporting of statistical results is viewed as a positive trend. (SLD)

This study investigated the relationship between racial identity attitudes and academic achievement among 26 urban African American high school students. Results suggest that academic achievement may be related to racial identity attitudes. Educational implications are discussed. (SLD)

Teaching Enhancements Affecting Minority Students (TEAMS) is a program designed to increase retention of minority college students. A survey of minority students (75 TEAMS and 374 nonTEAMS) at a campus where TEAMS had been implemented found TEAMS members more aware of student services than nonmembers. TEAMS students also had more positive…

The perceptions of school counselors of biracial children and the counseling services available to this population within the school system were studied. Survey results suggest that the 120 counselors who replied are satisfied with the services available to biracial students. This provides another perspective on the current emphasis for the need…