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Riofrio-Luzcando, Diego; Ramirez, Jaime; Berrocal-Lobo, Marta – IEEE Transactions on Learning Technologies, 2017
Data mining is known to have a potential for predicting user performance. However, there are few studies that explore its potential for predicting student behavior in a procedural training environment. This paper presents a collective student model, which is built from past student logs. These logs are first grouped into clusters. Then, an…
Descriptors: Student Behavior, Predictive Validity, Predictor Variables, Predictive Measurement
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Kazak, Sibel; Fujita, Taro; Wegerif, Rupert – Statistics Education Research Journal, 2016
The study explores the development of 11-year-old students' informal inference about random bunny hops through student talk and use of computer simulation tools. Our aim in this paper is to draw on dialogic theory to explain how students make shifts in perspective, from intuition-based reasoning to more powerful, formal ways of using probabilistic…
Descriptors: Inferences, Computer Simulation, Probability, Statistical Distributions
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Stuebing, Karla K.; Fletcher, Jack M.; Branum-Martin, Lee; Francis, David J. – School Psychology Review, 2012
This study used simulation techniques to evaluate the technical adequacy of three methods for the identification of specific learning disabilities via patterns of strengths and weaknesses in cognitive processing. Latent and observed data were generated and the decision-making process of each method was applied to assess concordance in…
Descriptors: Simulation, Learning Disabilities, Efficiency, Psychometrics
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Lanza, Marilyn Lewis; Carifio, James – Journal of Research in Education, 1992
Attempts to improve a set of patient assault vignettes for a simulation by developing and testing a control version of the vignettes and exploring additional question and alternative scoring procedures. Influences of victim gender and assault severity are examined for 58 neuropsychiatric hospital nurses and 12 mental health experts. (SLD)
Descriptors: Allied Health Occupations Education, Attribution Theory, Construct Validity, Medical Education