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Direct linkImmekus, Jason C.; Jeong, Tai-sun; Yoo, Jin Eun – Large-scale Assessments in Education, 2022
Large-scale international studies offer researchers a rich source of data to examine the relationship among variables. Machine learning embodies a range of flexible statistical procedures to identify key indicators of a response variable among a collection of hundreds or even thousands of potential predictor variables. Among these, penalized…
Descriptors: Foreign Countries, Secondary School Students, Artificial Intelligence, Educational Technology
de Lange, Marloes; Dronkers, Jaap; Wolbers, Maarten H. J. – School Effectiveness and School Improvement, 2014
Living in a single-parent family is negatively related with children's educational performance compared to living with 2 biological parents. In this article, we aim to find out to what extent the context of the school's share of single-parent families affects this negative relationship. We use pooled data from the Organisation for Economic…
Descriptors: One Parent Family, Academic Achievement, Family Structure, Fatherless Family
Song, Steve; Perry, Laura B.; McConney, Andrew – Educational Research and Evaluation, 2014
This study investigates the relative roles of home and school variables in accounting for achievement gaps between Indigenous and non-Indigenous students in Australia and New Zealand. Using data from the Programme for International Student Assessment [PISA] 2009, our findings show that achievement gaps between Indigenous and non-Indigenous…
Descriptors: Foreign Countries, Achievement Gap, Indigenous Populations, Achievement Tests
