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Ruohotie, Pekka2
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Modern Modeling of Student Motivation and Self-Regulated Learning.
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Nokelainen, Petri; Ruohotie, Pekka – 2000
This examination of data selection preceding multivariate analysis compares results grained with "gentle" and "draconian" variable elimination. To acquire comparable results, two stages of statistical exploration into an integrated model of motivation, learning strategies, and quality of teaching were used. The goal of the…
Descriptors: Bayesian Statistics, Data Collection, Employees, Foreign Countries
New Perspectives to Study of Student Motivation and Self-Regulated Learning with Bayesian Network Modeling.
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Ruohotie, Pekka; Nokelainen, Petri; Tirri, Henry; Silander, Tomi – 2000
This study examined the data selection process preceding multivariate analysis for a data set measuring student motivation and self-regulated learning. Data were 138 responses to a questionnaire on motivation and self-regulated learning, adapted for Finnish students. The first goal was to compare the results gained with "gentle" and…
Descriptors: Bayesian Statistics, Data Collection, Foreign Countries, Multivariate Analysis