How does technology support from teachers, parents, schools, and learning environments affect students' learning motivation and overall performance Evidence from developing countries

The present study explores the impact of support from teachers, parents, schools, and learning environments on students' motivation and overall performance. Data were collected from 283 high school students in Indonesia. The analysis employed PLS-SEM to test the correlational model and machine learning powered by SHAP, Boruta, and Ranger for predictive modelling. Technology support from teachers, parents, and learning environments significantly improved students' learning motivation and overall performance, but school technology support did not. The predictive model identified digital information-gathering activities, teacher explanations of technology use, and parental support for learning to use technology as the main predictors of student motivation and performance. While school support did not directly affect motivation and performance, providing access to information and creating a conducive learning environment remains important. These insights contribute to the technology-based education literature and significantly affect educational policies and instructional strategies, especially in developing countries.

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Publication Details

Journal
International Journal of Mobile Learning and Organisation
Published
2025-12-13
DOI
https://doi.org/10.1504/ijmlo.2026.150383
Primary Topic
Parental Involvement in Education
Type
article
Field-Weighted Citation Impact
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article

How does technology support from teachers, parents, schools, and learning environments affect students' learning motivation and overall performance Evidence from developing countries

International Journal of Mobile Learning and Organisation
Parental Involvement in Education
article

How does technology support from teachers, parents, schools, and learning environments affect students' learning motivation and overall performance Evidence from developing countries

article en

Abstract

The present study explores the impact of support from teachers, parents, schools, and learning environments on students' motivation and overall performance. Data were collected from 283 high school students in Indonesia. The analysis employed PLS-SEM to test the correlational model and machine learning powered by SHAP, Boruta, and Ranger for predictive modelling. Technology support from teachers, parents, and learning environments significantly improved students' learning motivation and overall performance, but school technology support did not. The predictive model identified digital information-gathering activities, teacher explanations of technology use, and parental support for learning to use technology as the main predictors of student motivation and performance. While school support did not directly affect motivation and performance, providing access to information and creating a conducive learning environment remains important. These insights contribute to the technology-based education literature and significantly affect educational policies and instructional strategies, especially in developing countries.

International Journal of Mobile Learning and OrganisationVol. 20(1)
University of Debrecen (HU), State University of Medan (ID), State University of Padang (ID)
Openalex Percentile: Top 22%
Parental Involvement in Education
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How does technology support from teachers, parents, schools, and learning environments affect students' learning motivation and overall performance Evidence from developing countries · International Journal of Mobile Learning and Organisation (2025) | TGRS Research Map | TGRS