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Liqun Yin; Ummugul Bezirhan; Matthias von Davier – International Electronic Journal of Elementary Education, 2025
This paper introduces an approach that uses latent class analysis to identify cut scores (LCA-CS) and categorize respondents based on context scales derived from largescale assessments like PIRLS, TIMSS, and NAEP. Context scales use Likert scale items to measure latent constructs of interest and classify respondents into meaningful ordered…
Descriptors: Multivariate Analysis, Cutting Scores, Achievement Tests, Foreign Countries
Toker, Turker; Green, Kathy E. – AERA Online Paper Repository, 2017
This study provides the results of a latent class analysis (LCA) using data from the Trends in International Mathematics and Science Study -- 2011 (TIMSS-2011) with a focus on the 8th grade mathematics section. The study presents the analysis of item data with Mplus 7.31 to determine if results obtained yielded distinct latent subgroups. The data…
Descriptors: Cross Cultural Studies, Comparative Education, Achievement Tests, Elementary Secondary Education
Urick, Angela – Journal of Educational Administration, 2016
Purpose: While school leadership literature has searched for practices with the largest effect on outcomes, we know little about how these behaviors vary by context. Further, recent shifts to include teachers in leadership have prompted a need for purposeful distinction between teacher and principal perceptions and roles. Person-centered…
Descriptors: Teacher Persistence, Elementary Secondary Education, National Surveys, Multivariate Analysis
Simsek, Meliha R.; Dündar, Esin – Educational Sciences: Theory and Practice, 2017
The transformation of coursebook publishing into an industrial giant has brought about variety, choice, and difficulty of decision making. As coursebook selection profoundly influences the quality of foreign language instruction in Turkey, it is essential to investigate what kind of instruments are used, which method is followed, what criteria are…
Descriptors: English (Second Language), Second Language Learning, Second Language Instruction, Trend Analysis
Unlu, Ali; Schurig, Michael – Current Issues in Comparative Education, 2015
Recently, performance profiles in reading, mathematics and science were created using the data collectively available in the Trends in International Mathematics and Science Study (TIMSS) and the Progress in International Reading Literacy Study (PIRLS) 2011. In addition, a classification of children to the end of their primary school years was…
Descriptors: Achievement Tests, Elementary Secondary Education, Mathematics Tests, Foreign Countries

Miller, Donald M.; And Others – Multivariate Behavioral Research, 1986
Two techniques compose a new methodology for studying certain classes of qualitative information: the F-sort task for data collection and latent partition analysis for data summarization. A detailed presentation is given of its application to a study of teacher's views of facilitating student learning in the classroom. (Author/LMO)
Descriptors: Classification, Concept Formation, Data Collection, Elementary Secondary Education
McMillen, Marilyn M.; Benson, Peter – 1991
There has been concern in the private school research community that private school diversity is not captured by the three divisions of Catholic, other religious, and non-sectarian. Data from the 1987-88 Schools and Staffing Survey (SASS) are used in this analysis to operationalize a typology that further subdivides each group into the following…
Descriptors: Classification, Elementary Secondary Education, Multivariate Analysis, National Surveys

Wishart, Jocelyn; Canter, David – Computers and Education, 1988
Reports the development of a classification system for microcomputer-based software according to the depth and type of involvement of the user with the software. Three studies are discussed that used the facet approach, multivariate statistical procedures, and questionnaires to investigate types of involvement produced by computer programs. (18…
Descriptors: Classification, Computer Assisted Instruction, Computer Games, Courseware