Profiling low-proficiency science students in the Philippines using machine learning

ABI Bernardo, MO Cordel, MO Calleja… - Humanities and Social …, 2023 - nature.com
Filipino students' performance in global assessments of science literacy has always been
low, and this was confirmed again in the PISA 2018, where Filipino learners' average …

[HTML][HTML] Who have fallen behind? The educational reform toward differentiated learning opportunities and growing educational inequality in South Korea

Y Lim, H Park - International Journal of Educational Development, 2022 - Elsevier
The Korean education has gone considerable reforms since the early 2000s toward more
individualized and differentiated learning opportunities. We examine how students' math …

Moderation effects of teacher support and disciplinary climate on SES and reading relation in high and low globally competitive economies

L **ao, A Ni, KT Hau - Studies in Educational Evaluation, 2024 - Elsevier
We examined how teacher support and disciplinary climate may have additional benefits for
students from low (or high) socioeconomic status (SES) families in high and low globally …

[HTML][HTML] How school climate affects the development of the social and emotional skills of underprivileged-background students—An empirical study based on the …

W Wang, J **ao, W Li, J Yao - Children, 2022 - mdpi.com
Background: Promoting the development of the social and emotional skills of
underprivileged-background students is an integral part of educational and social equity. To …

Motivational factors and science achievement among students from the US and Singapore

F Zhang, Y Xu, CC Chen - The Asia-Pacific Education Researcher, 2024 - Springer
Research shows that motivation is a critical precursor to students' science achievement.
However, research on the topic yields ambiguous results in different cultural contexts. While …

Unraveling the relationship between ESCS and digital reading performance: A multilevel mediation analysis of ICT-related psychological needs

J Zheng, K Cheung, P Sit, C Lam - Education and Information …, 2024 - Springer
The era of information and communication technology (ICT) has popularized adolescents'
digital reading activities in their daily lives. Most prior studies focused on identifying …

Home math environment as a mediator of socioeconomic differences in early math skills: A study of Chinese families from disparate backgrounds.

L Lu, M Vasilyeva, EV Laski - Developmental Psychology, 2025 - psycnet.apa.org
Children exhibit substantial variation in their early math skills, with pronounced achievement
gaps by socioeconomic status (SES) observable even before formal schooling. These SES …

A Longitudinal Study on the Impact of Junior High School Students' Well-Being Growth Trajectory on Academic Achievement

FC Chang - Journal of Education & Psychology, 2024 - search.proquest.com
The study aims to analyze the growth trajectory of happiness, by using data of 1,377
students during the three semesters from the learning status database of junior high school …

Machine Learning Approaches for Predicting US Students' Scientific Literacy: An Analysis of Key Factors Across Performance Levels and Socioeconomic Statuses

H You, M Hong, L Zhu, F Zhenhan - International Journal of Science and …, 2025 - Springer
Many scholars have traditionally examined features linked to students' science performance
by using classical statistical methods. However, there is a dearth of research on predicting …