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Kerr, Deirdre; Chung, Gregory K. W. K.; Iseli, Markus R. – National Center for Research on Evaluation, Standards, and Student Testing (CRESST), 2011
Analyzing log data from educational video games has proven to be a challenging endeavor. In this paper, we examine the feasibility of using cluster analysis to extract information from the log files that is interpretable in both the context of the game and the context of the subject area. If cluster analysis can be used to identify patterns of…
Descriptors: Video Games, Multivariate Analysis, Data Analysis, Context Effect
Healy, Joshua; Mavromaras, Kostas; Sloane, Peter J. – National Centre for Vocational Education Research (NCVER), 2012
Although skill shortages are often portrayed as a significant problem for the Australian economy, there is surprisingly little evidence about their prevalence, causes and consequences. It is difficult to find robust evidence about where skill shortages occur, why they occur, what businesses try to do about them and whether their responses are…
Descriptors: Foreign Countries, Economics, Longitudinal Studies, Data Analysis
Jarjoura, David; Brennan, Robert L. – New Directions for Testing and Measurement, 1983
Multivariate generalizability techniques are used to bridge the gap between psychometric constraints and the tables of specifications needed in test development. Techniques are illustrated with results from the American College Testing Assessment Program. (Author/PN)
Descriptors: Data Analysis, Mathematical Models, Multivariate Analysis, Test Construction
Bachman, Jerald G.; Schulenberg, John – 1992
This study is intended to assess the changing lifestyles, values, and preferences of American youth on a continuing basis. Each year since 1975, about 17,000 seniors have participated in the survey, which is conducted in about 130 high schools nationwide. In addition, subsamples of seniors from previously participating classes receive follow-up…
Descriptors: Behavior Change, Behavior Patterns, Behavioral Science Research, Data Analysis
Bachman, Jerald G.; O'Malley, Patrick, M.; Johnston, Lloyd D.; Rodgers, Willard L.; Schulenberg, John E.; Lim, Jeannette; Wadsworth, Kate N. – 1996
This paper is a companion to the book, "Smoking, Drinking, and Drug Use in Young Adulthood: The Impacts of New Freedoms and New Responsibilities," by Bachman, Wadsworth, O'Malley, Johnston, and Schulenberg (1997). The book attempts to disentangle the effects of post-high school roles on drug use by conducting a variety of analyses on…
Descriptors: Behavior Change, Behavior Patterns, Behavioral Science Research, Cultural Context