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Thomas Suesse; David Steel; Mark Tranmer – Sociological Methods & Research, 2024
Multilevel models are often used to account for the hierarchical structure of social data and the inherent dependencies to produce estimates of regression coefficients, variance components associated with each level, and accurate standard errors. Social network analysis is another important approach to analysing complex data that incorporate the…
Descriptors: Social Networks, Intergroup Relations, Population Groups, Sociometric Techniques
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de Swart, Fanny; Scholte, Ron H. J.; Delsing, Marc J. M. H.; van Efferen, Esther; der Stege, Heleen van; Nelen, Wendy; Burk, William J. – International Journal of Behavioral Development, 2022
This study investigated the role of behavioral norms on concurrent links between problem behaviors (externalizing problems, internalizing problems, attention-hyperactivity problems) and social status (acceptance, rejection) in special education classrooms at four time points within and across school years. Two opposing models were considered, the…
Descriptors: Student Behavior, Norms, Special Education, Peer Acceptance
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Vida, Leonardo J.; Bolsinova, Maria; Brinkhuis, Matthieu J. S. – International Educational Data Mining Society, 2021
The quality of exams drives test-taking behavior of examinees and is a proxy for the quality of teaching. As most university exams have strict time limits, and speededness is an important measure of the cognitive state of examinees, this might be used to assess the connection between exams' quality and examinees' performance. The practice of…
Descriptors: Accuracy, Test Items, Tests, Student Behavior
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Bash, Kirstie L.; Howell Smith, Michelle C.; Trantham, Pam S. – Journal of Mixed Methods Research, 2021
The use of advanced quantitative methods within mixed methods research has been investigated in a limited capacity. In particular, hierarchical linear models are a popular approach to account for multilevel data, such as students within schools, but its use and value as the quantitative strand in a mixed methods study remains unknown. This article…
Descriptors: Hierarchical Linear Modeling, Mixed Methods Research, Research Design, Statistical Analysis