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JiYoon Kim; Saebuyl An; Sehee Hong – Asia Pacific Education Review, 2024
The main objective of the study was to explore the main predictors that influence academic stress among fourth-grade elementary school students using data from the Panel Study on Korean Children via a least absolute shrinkage and selection operator (LASSO) regularized penalty regression model. The study examined 280 explanatory variables using the…
Descriptors: Stress Variables, Elementary School Students, Regression (Statistics), Predictor Variables
Çarkit, Cafer; Özenç, Mehmet – Educational Policy Analysis and Strategic Research, 2021
Problem solving is one of the basic skills needed by individuals today. An individual who has attained problem-solving skills can both overcome difficulties in daily life and be successful in professional business life. In this respect, problem solving is considered as a skill that children should attain from an early age. Many variables are…
Descriptors: Grade 4, Elementary School Students, Children, Student Attitudes
Bergbauer, Annika; van Staden, Surette – International Journal of Instruction, 2018
This study identifies factors predicting reading literacy achievement among Grade 4 students in South Africa by utilizing Vygotsky's social interaction theory. The study draws on the preProgress in International Reading Literacy Study (prePIRLS) 2011 data, which places South African Grade 4 students' results below the international centre point of…
Descriptors: Foreign Countries, Reading Achievement, Literacy, Grade 4
Sorensen, Lucy C. – Educational Administration Quarterly, 2019
Purpose: In an era of unprecedented student measurement and emphasis on data-driven educational decision making, the full potential for using data to target resources to students has yet to be realized. This study explores the utility of machine-learning techniques with large-scale administrative data to identify student dropout risk. Research…
Descriptors: At Risk Students, Dropouts, Data Collection, Data Analysis
Matsuoka, Ryoji – Educational Studies in Japan: International Yearbook, 2014
Japanese compulsory education had been praised because of its equality around the early 80s. However, since the third wave-educational reform that began in the 1980s and still persists, it has been pointed out that there are disparities between schools in terms of students' socioeconomic background and academic performance. Although there have…
Descriptors: Foreign Countries, Compulsory Education, Educational Change, Socioeconomic Background