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The relationship between ICT and student literacy in mathematics, reading, and science across 44 countries: A multilevel analysis
Xiang Hu1; Yang Gong2; Chun Lai2; Frederick K.S. Leung1
2018-10-01
Source PublicationComputers and Education
ISSN0360-1315
Volume125Pages:1-13
Abstract

This study conceptualized ICT as multi-level (country-, school-, and student-level) constructs and examined their relationships with student mathematics, reading, and scientific literacy. Three-level hierarchical linear models (HLM) were employed to analyse the Programme for International Student Assessment (PISA) 2015 data of 305,414 15-year-old students from 11,075 schools across 44 countries. The findings indicated that (i) national ICT skills had a more positive effect on student academic performance than did national ICT access and use; (ii) students ICT availability at school positively associated with student academic success, whereas student ICT availability at home negatively associated with student academic success; (iii) student ICT academic use negatively correlated with student performance, while ICT entertainment use positively correlated with student performance; and (v) student attitudes toward ICT demonstrated mixed effects on student academic success – specifically, student interest, competence, and autonomy in using ICT had positive correlations, while student enjoyment of social interaction around ICT had a negative correlation with student academic performance.

KeywordApplications In Subject Area Cross-cultural Projects Secondary Education
DOI10.1016/j.compedu.2018.05.021
URLView the original
Indexed BySCIE ; SSCI
Language英語English
WOS Research AreaComputer Science ; Education & Educational Research
WOS SubjectComputer Science, Interdisciplinary Applications ; Education & Educational Research
WOS IDWOS:000441494100001
PublisherPERGAMON-ELSEVIER SCIENCE LTD
Scopus ID2-s2.0-85047877926
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Document TypeJournal article
CollectionPersonal research not belonging to the institution
Corresponding AuthorYang Gong
Affiliation1.Division of Mathematics and Science Education,Faculty of Education,The University of Hong Kong,Hong Kong
2.Division of Chinese Language and Literature,Faculty of Education,The University of Hong Kong,Hong Kong
Recommended Citation
GB/T 7714
Xiang Hu,Yang Gong,Chun Lai,et al. The relationship between ICT and student literacy in mathematics, reading, and science across 44 countries: A multilevel analysis[J]. Computers and Education, 2018, 125, 1-13.
APA Xiang Hu., Yang Gong., Chun Lai., & Frederick K.S. Leung (2018). The relationship between ICT and student literacy in mathematics, reading, and science across 44 countries: A multilevel analysis. Computers and Education, 125, 1-13.
MLA Xiang Hu,et al."The relationship between ICT and student literacy in mathematics, reading, and science across 44 countries: A multilevel analysis".Computers and Education 125(2018):1-13.
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