Argues that percent variance explanation is a misleading index of the influence of systematic factors in cases where there are processes by which individually tiny influences cumulate to produce meaningful outcomes. An example is the computation of percentage of variance in batting performance among major league baseball players. (Author/CB)

Illustrates the use of multiple regression analysis for computing conditional probabilities of occurrence of events based on the functional relationship between a dependent response variate and one or more independent predictors. (RC)

A small multivariate data set is used to illustrate the usefulness of structure coefficients when interpreting results of educational experiments. Data are analyzed using a multivariate analysis of variance (MANOVA), and results are interpreted in three different ways to determine the contribution of individual variables to prediction: (1) using…

An analysis of variance procedure for testing differences in r-squared, the coefficient of determination, across independent samples is proposed and briefly discussed. The principal advantage of the procedure is to minimize Type I error for follow-up tests of pairwise differences. (Author/JKS)

Focuses on the procedures available for substituting a special predictive coding method for some of the more complex general regression procedures. (Author)

The recognition that all parametric methods are interrelated, coupled with the notion that structure coefficients are often vital in factor and canonical analyses, suggests that structure coefficients may be important in univariate analysis as well. Using a small, heuristic data set, this paper discusses the importance of structure coefficients…

Some interpretations of relative variable importance in the contexts of multivariate analysis of variance (MANOVA) and discriminant analysis (DA) are presented. Some indices potentially useful for the interpretations are presented, and the assessment of variable importance is illustrated using real data sets. Both descriptive discriminant analysis…

A procedure for rapid screening of variables as potential moderators is presented and discussed. A moderator is defined as any variable which can be used to identify differentially predictable persons; or defined statistically by stating that if a predictor and a moderator are each divided into three or more categories and used as independent…

A random survey to determine the dependence of adult outcomes on connections, certification, and verbal competence revealed that selected variables influenced outcomes, but a substantial amount of variance remained unexplained. Such variables as parent socioeconomic status, education, and vocabulary test scores were related to such characteristics…

Examined multiple regression results in adjusted percentages for data from a project to assess the impact of formative experiences on adult well being. Differences from some of the adjusted percentages reveal a divorce rate higher for female children of divorce and for individuals from a three-region "divorce belt." (Author/JAC)

Reports three studies that examined developmental changes in the integration of ability and effort information to predict performance. Children aged 6-11 years and adults were used as subjects. Findings involved developmental progression in the integration process, use of both cues in forming judgements, and the importance of effort. (Author/SDH)

Humphreys' comments on double-median splits (TM 504 009) are essentially correct, but are not relevant to the original Kirby and Das article (EJ 182 444). His comments do not weaken our findings. (Author/RD)

Endorsement of the money ethic and the Protestant work ethic among past and present welfare recipients was examined in a study of three groups: 164 current recipients of Aid to Families with Dependent Children (AFDC); 159 individuals receiving AFDC while enrolled in various training programs; and 158 past AFDC recipients who are now employed. The…

Describes a study that investigated the use of natural language questions on Web search engines. Highlights include query languages; differences in search engine syntax; and results of logistic regression and analysis of variance that showed aspects of questions that predicted significantly different performances, including the number of words,…

A study examined spatial factors (minority population, segregation, racial differences in the workforce and the educational system, and minority public officials) and organizational factors (ownership and circulation) that may predict newsroom minority employment. Data for this secondary analysis of 172 newspapers were gathered from earlier…