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Yiran Chen – Research in Higher Education, 2025
The "k"-means clustering method, while widely embraced in college student typology research, is often misunderstood and misapplied. Many researchers regard "k"-means as a near-universal solution for uncovering homogeneous student groups, believing its success hinges primarily on the selection of an appropriate "k."…
Descriptors: College Students, Classification, Educational Research, Research Methodology
Ahram, Roey; Kramarczuk Voulgarides, Catherine; Cruz, Rebecca A. – Review of Research in Education, 2021
This chapter examines how studies focused on the same topic--disproportionality in special education--can generate vastly different conclusions about its sources and causes. By analyzing existing disagreements in the field, we explore essential questions about what constitutes high-quality and relevant evidence when seeking to understand how,…
Descriptors: Special Education, Students with Disabilities, Disproportionate Representation, Classification
Gottfried, Michael A. – Educational Evaluation and Policy Analysis, 2014
The increasing trend of placing students with disabilities in general education classrooms has raised questions among researchers, policymakers, practitioners, and parents about classmate peer effects on all students. However, little is known about the peer effects of classmates with disabilities on the outcomes of other students in the classroom;…
Descriptors: Disabilities, Mainstreaming, Peer Influence, Peer Relationship
Terhart, Ewald – Journal of Curriculum Studies, 2011
In this article the author reviews and discusses John Hattie's book "Visible Learning". In this book Hattie presents the results of a meta-meta-analysis on the conditions of successful teaching and learning in schools. Hattie's work is based on more than 800 meta-analyses, and these meta-analyses are substantiated by more than 50 000…
Descriptors: Foreign Countries, Research Methodology, Meta Analysis, Instructional Effectiveness
Strange, Marty; Johnson, Jerry; Showalter, Daniel; Klein, Robert – Rural School and Community Trust, 2012
"Why Rural Matters 2011-12" is the sixth in a series of biennial reports analyzing the contexts and conditions of rural education in each of the 50 states and calling attention to the need for policymakers to address rural education issues in their respective states. While it is the sixth in a series, this report is not simply an…
Descriptors: Rural Schools, Rural Education, Educational Policy, Annual Reports
Yu, Chong Ho; Digangi, Samuel; Jannasch-Pennell, Angel Kay; Kaprolet, Charles – Online Journal of Distance Learning Administration, 2008
The efficacy of online learning programs is tied to the suitability of the program in relation to the target audience. Based on the dataset that provides information on student enrollment, academic performance, and demographics extracted from a data warehouse of a large Southwest institution, this study explored the factors that could distinguish…
Descriptors: Online Courses, Data Collection, Research Methodology, Profiles

Kavale, Kenneth A.; Forness, Steven R. – Journal of Learning Disabilities, 1987
Critically evaluates recent research aimed at empirical identification of homogeneous subtypes of learning disability. It is suggested that researchers strive for more commonality in the methods and measures used for subtype analysis leading to a single classification scheme to reduce heterogeneity and improve educational efforts. (Author/DB)
Descriptors: Classification, Cluster Analysis, Elementary Secondary Education, Learning Disabilities
OECD Publishing (NJ3), 2008
This book provides an internationally comparable set of indicators on educational provision for students with disabilities, learning difficulties and disadvantages (DDD). It highlights the number of students involved, where they are educated--special schools, special classes or regular classes--and in what phases of education--pre-primary,…
Descriptors: Special Schools, Learning Problems, Educational Needs, Inclusive Schools
Boyd, Vivian S.; And Others – Journal of College Student Personnel, 1982
Describes a systematic approach to determine interventions which will efficiently increase the retention rates of certain categories of college students using small-sample research methods. Presents six steps designed to reduce student attrition rates among distinct groups of college students. (RC)
Descriptors: Classification, College Students, Higher Education, Intervention

Elkins, John – Australian Journal of Education, 1978
Numerical classification techniques were used to explore the conjecture that inconsistent results of many studies of disabled readers could result from samples being composed of subgroups of children with different characteristics. Some five subgroups were identified using ITPA scores from a subsample of 37 poor readers. (Author)
Descriptors: Classification, Cluster Grouping, Discriminant Analysis, Grade 1
Erlebacher, Frances, Ed. – National Center for Education Statistics, 2006
The National Forum on Education Statistics (Forum) is a cooperative of state, local, and federal education agencies. The goal of Forum activities is to improve the quality of education data gathered for use by policymakers and programmatic decision-makers. One approach to furthering this goal has been to pool the collective experiences of Forum…
Descriptors: School Districts, Enrollment Trends, Benchmarking, Educational Indicators
Bonner, H.R. Comp. – Bureau of Education, Department of the Interior, 1920
Previously, the statistics of nurse training schools were included with those of theology, law, medicine, dentistry, pharmacy, and veterinary science in the chapter of the Annual Report of the Commissioner of Education devoted to professional education. This year (1918), the statistics of the other professional schools are included in the chapter…
Descriptors: Professional Education, Nurses, Nursing Education, Educational Methods
Fiore, Neil A.; Sedlacek, William E. – 1970
A study was conducted to determine if Clark and Trow's (1966) typology of student subcultures could be empirically applied to a description of University of Maryland students. Twelve Counseling Center research staff members faked answers to the 1969 University Student Census (USC), an activities and attitude inventory administered to all…
Descriptors: Classification, College Students, Comparative Analysis, Grade Point Average
Vasquez Associates Ltd., Milwaukee, WI. – 1977
The Consortium on Methodology for Aggregating Data in Educational Research was designed as a collaborative effort by research methodologists from economics, education and sociology. Consortium goals were to delineate what was known about the problems associated with the analysis of data from the multiple levels (pupil, teacher/classroom, school)…
Descriptors: Classification, Classroom Research, Conference Reports, Consortia
Clemans, Allie; Hartley, Robyn; Macrae, Helen – 2003
Trends in adult and community education (ACE) across Australia were examined. Data were obtained from consultations with national, state, and territory policy and funding body representatives; consultations with representatives of 40 ACE agencies across Australia; and analysis of pertinent literature, research, and policy documents. The study was…
Descriptors: Adult Education, Adult Learning, Adult Students, Classification
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