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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
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Hoglund, Wendy L. G.; Jones, Stephanie M.; Brown, Joshua L.; Aber, J. Lawrence – Journal of Educational Psychology, 2015
The current study examines 3 alternative conceptual models of the directional associations between parent involvement in schooling (homework assistance, home-school conferencing, school-based support) and child adjustment (academic and social competence, aggressive behaviors). The parent socialization model tests the hypothesis that parent…
Descriptors: Parent Participation, Socialization, Models, Correlation