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Schochet, Peter Z.; Puma, Mike; Deke, John – National Center for Education Evaluation and Regional Assistance, 2014
This report summarizes the complex research literature on quantitative methods for assessing how impacts of educational interventions on instructional practices and student learning differ across students, educators, and schools. It also provides technical guidance about the use and interpretation of these methods. The research topics addressed…
Descriptors: Statistical Analysis, Evaluation Methods, Educational Research, Intervention
Onwuegbuzie, Anthony J.; Leech, Nancy L. – Qualitative Report, 2007
The purpose of this paper is to provide a typology of sampling designs for qualitative researchers. We introduce the following sampling strategies: (a) parallel sampling designs, which represent a body of sampling strategies that facilitate credible comparisons of two or more different subgroups that are extracted from the same levels of study;…
Descriptors: Qualitative Research, Sampling, Comparative Analysis, Generalization
Collins, Kathleen M. T.; Onwuegbuzie, Anthony J.; Jiao, Qun G. – Journal of Mixed Methods Research, 2007
A sequential design utilizing identical samples was used to classify mixed methods studies via a two-dimensional model, wherein sampling designs were grouped according to the time orientation of each study's components and the relationship of the qualitative and quantitative samples. A quantitative analysis of 121 studies representing nine fields…
Descriptors: Sampling, Sample Size, Generalization, Qualitative Research

Chambers, Shirley M.; Kay, Russell W. – International Journal of Disability, Development and Education, 1992
This review of research on the social integration of children with disabilities in mainstreaming programs addresses the problems of generalizing findings to other groups of children, use of simplistic measuring techniques, limited evidence supporting the use of multivariate statistical procedures, and interpretation of treatment effects.…
Descriptors: Disabilities, Elementary Secondary Education, Generalization, Mainstreaming