Residential College | false |
Status | 已發表Published |
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 Publication | Computers and Education |
ISSN | 0360-1315 |
Volume | 125Pages: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. |
Keyword | Applications In Subject Area Cross-cultural Projects Secondary Education |
DOI | 10.1016/j.compedu.2018.05.021 |
URL | View the original |
Indexed By | SCIE ; SSCI |
Language | 英語English |
WOS Research Area | Computer Science ; Education & Educational Research |
WOS Subject | Computer Science, Interdisciplinary Applications ; Education & Educational Research |
WOS ID | WOS:000441494100001 |
Publisher | PERGAMON-ELSEVIER SCIENCE LTD |
Scopus ID | 2-s2.0-85047877926 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Personal research not belonging to the institution |
Corresponding Author | Yang Gong |
Affiliation | 1.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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2018 Hu, Gong, Lai, (307KB) | Journal article | 作者接受稿 | 开放获取 | CC BY-NC-SA | View Download |
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