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Direct linkMangino, Anthony A.; Bolin, Jocelyn H.; Finch, W. Holmes – Educational and Psychological Measurement, 2023
This study seeks to compare fixed and mixed effects models for the purposes of predictive classification in the presence of multilevel data. The first part of the study utilizes a Monte Carlo simulation to compare fixed and mixed effects logistic regression and random forests. An applied examination of the prediction of student retention in the…
Descriptors: Prediction, Classification, Monte Carlo Methods, Foreign Countries
Marx, Alexandra; Stanat, Petra; Roick, Thorsten; Segerer, Robin; Marx, Peter; Schneider, Wolfgang – Reading and Writing: An Interdisciplinary Journal, 2015
Based on the "Simple View of Reading," the present study investigates whether component skills of reading differ between adolescents from low-track schools speaking German as a first (L1) versus as a second language (L2). In our study, 479 9th-grade students completed the "Programme for International Student Assessment" reading…
Descriptors: Reading Comprehension, Adolescents, Native Speakers, Second Language Learning
Li, Hongli; Fortner, C. Kevin; Lei, Xiaoxuan – School Effectiveness and School Improvement, 2015
In this study, we examined relationships between the use of test results and US students' math, reading, and science performance in the Programme for International Student Assessment (PISA) 2009. Based on a literature review, we hypothesized that the 16 items in the PISA school questionnaire, which are related to the use of test results, can be…
Descriptors: Academic Achievement, Tests, Evaluation Utilization, Mathematics Achievement
