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Affective Characteristics and Mathematics Performance in Indonesia, Malaysia, and Thailand: What Can PISA 2012 Data Tell Us?
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Thien, Lei Mee; Darmawan, I. Gusti Ngurah; Ong, Mei Yean – Large-scale Assessments in Education, 2015
Background: The results of the Programme for International Student Assessment (PISA) 2012 showed that Indonesia, Malaysia, and Thailand underperformed and were positioned in the bottom third out of 65 participating countries for mathematics, science, and reading literacies. The wide gap between these three countries and the top performing…
Descriptors: Foreign Countries, Achievement Tests, International Assessment, Secondary School Students
Examining High Achievement in Mathematics and Science among Post-Primary Students in Ireland: A Multilevel Binary Logistic Regression Analysis of PISA Data
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Pitsia, Vasiliki – Large-scale Assessments in Education, 2022
In Ireland, while, on average, students have performed well on national and international assessments of mathematics and science, the low proportions of high achievers in these subjects are noteworthy. Given these patterns and the multifaceted benefits in individual and societal terms that expertise in mathematics and science has been associated…
Descriptors: High Achievement, Mathematics Achievement, Science Achievement, Secondary School Students
Machine Learning Procedures for Predictor Variable Selection for Schoolwork-Related Anxiety: Evidence from PISA 2015 Mathematics, Reading, and Science Assessments
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Immekus, 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