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Paul A. Jewsbury; Matthew S. Johnson – Large-scale Assessments in Education, 2025
The standard methodology for many large-scale assessments in education involves regressing latent variables on numerous contextual variables to estimate proficiency distributions. To reduce the number of contextual variables used in the regression and improve estimation, we propose and evaluate principal component analysis on the covariance matrix…
Descriptors: Factor Analysis, Matrices, Regression (Statistics), Educational Assessment
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Yildiz, Mehmet Ali – Educational Sciences: Theory and Practice, 2016
The current research aims to investigate the serial-multiple mediation of general belongingness and life satisfaction in the relationship between loneliness and attachment to parents and peers in adolescents. The participants of the research consisted of 218 high school students (F = 126, 57.8%; M = 92, 42.2%). Age of the participants' ranged…
Descriptors: Adolescents, High School Students, Life Satisfaction, Attachment Behavior
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Schweig, Jonathan – Journal of Educational and Behavioral Statistics, 2014
Measures of classroom environments have become central to policy efforts that assess school and teacher quality. This has sparked a wide interest in using multilevel factor analysis to test measurement hypotheses about classroom-level variables. One approach partitions the total covariance matrix and tests models separately on the…
Descriptors: Factor Analysis, Robustness (Statistics), Measurement, Classroom Environment
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Sang, Jane – Journal of Education and Practice, 2016
The purpose of this study to assess communication channels as implementation determinants of performance management framework In Kenya at Moi Teaching and Referral Hospital (MTRH). The communication theory was used to inform the study. This study adopted an explanatory design. The target sampled 510 respondents through simple random and stratified…
Descriptors: Foreign Countries, Program Implementation, Models, Multivariate Analysis
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Awang, Amran; Ibrahim, Ima Ilyani; Nor, Mohamad Niza Md; Razali, Mohd Fazly Mohd; Arof, Zakaria Mat; Rahman, Ahmad Redzuan Abdul – Higher Education Studies, 2015
Institutional support and recognition led to less happier and committed academicians. Previous empirical findings justified that intentions to leave an organization has been due to issues in commitment and job performance. The study observes 130 academicians in five Malaysian public higher learning institutions in a cross-sectional data collection…
Descriptors: Foreign Countries, Job Performance, Observation, College Faculty
Johnson, Jeffrey Alan – Association for Institutional Research (NJ1), 2011
This paper examines the tension in the process of designing student surveys between the methodological requirements of good survey design and the institutional needs for survey data. Building on the commonly used argumentative approach to construct validity, I build an interpretive argument for student opinion surveys that allows assessment of the…
Descriptors: Student Surveys, Graduate Surveys, Opinions, Universities