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Du, Xin; Duivesteijn, Wouter; Klabbers, Martijn; Pechenizkiy, Mykola – International Educational Data Mining Society, 2018
Behavioral records collected through course assessments, peer assignments, and programming assignments in Massive Open Online Courses (MOOCs) provide multiple views about a student's study style. Study behavior is correlated with whether or not the student can get a certificate or drop out from a course. It is of predominant importance to identify…
Descriptors: Student Behavior, Assignments, Large Group Instruction, Online Courses
McMullen, Jake A.; Veermans, Koen; Laine, Kaarina – Scandinavian Journal of Educational Research, 2014
Despite the recent technical and theoretical advances in the investigation of children's social relations, the inherent complexity of these methods may prevent their easy integration into the classroom. A simple and effective tool can be valuable for teachers who wish to investigate students' social realities in the classroom. Therefore, the…
Descriptors: Sociometric Techniques, Classroom Techniques, Evaluation Methods, Evaluation Research
Dagne, Getachew A.; Brown, C. Hendricks; Howe, George W. – Psychological Methods, 2007
This article presents new methods for modeling the strength of association between multiple behaviors in a behavioral sequence, particularly those involving substantively important interaction patterns. Modeling and identifying such interaction patterns becomes more complex when behaviors are assigned to more than two categories, as is the case…
Descriptors: Interaction, Bayesian Statistics, Models, Behavior Patterns

Carifio, James; Biron, Ronald – Journal of Alcohol and Drug Education, 1982
Describes a simple, confidentiality-preserving, data-collection technique the Context-Determined, Rule-Generated, Pseudonym (CDRGP) Technique, capable of generating correlational data across multiple time-points. Experiments showed that students would respond to alcohol consumption questions using the technique and that no significant response…
Descriptors: Alcoholic Beverages, Behavior Patterns, Confidentiality, Correlation