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Download full textKivanç Bozkus – Turkish Journal of Education, 2025
Using machine learning, this research aimed to examine the crucial factors that predict the reading performance of fourth-grade students from Türkiye who participated in PIRLS 2021. When trained with the data of 3589 fourth-grade students and their 405 independent variables, the support vector machine (SVM) algorithm properly distinguished between…
Descriptors: Foreign Countries, Reading Achievement, Grade 4, Institutional Characteristics
Direct linkChen, Wei-Lin; Elchert, Daniel; Asikin-Garmager, Asih – Compare: A Journal of Comparative and International Education, 2020
Teacher collaboration is generally believed to relate positively to student performance. Although many researchers have investigated the influence of teacher collaboration on student performance, much of this work is confined to Western educational contexts. This study used data from the Progress in International Reading Literacy Study (PIRLS)…
Descriptors: Foreign Countries, Teacher Collaboration, Cultural Influences, Predictor Variables
Jenifer Lyn Duffin – ProQuest LLC, 2022
This research examined self-efficacy, locus of control, age, gender, and years teaching as a predictor for teaching job satisfaction among a sample of Filipino teachers working in the USA for three years or less. The sample size consisted of 96 participants. Participants completed three surveys, Teacher Self-Efficacy Scale, Rotter's Locus of…
Descriptors: Self Efficacy, Locus of Control, Job Satisfaction, Teaching (Occupation)
Konstantopoulos, Spyros; Traynor, Anne – Teachers College Record, 2014
Background/Context: The effects of class size on student achievement have gained considerable attention in education research and policy, especially over the last 30 years. Perhaps the best evidence about the effects of class size thus far has been produced from analyses of Project STAR data, a large-scale experiment where students and teachers…
Descriptors: Class Size, Reading Achievement, Foreign Countries, Grade 4
