ICT in mathematics education: an HLM analysis of achievement, access to and use of ICT by African middle school students

SOURCE: SN Social Sciences
OUTPUT TYPE: Journal Article
PUBLICATION YEAR: 2021
TITLE AUTHOR(S): C.Namome, M.Moodley
KEYWORDS: AFRICA, INFORMATION AND COMMUNICATIONS TECHNOLOGY, MATHEMATICS TEACHING
DEPARTMENT: Equitable Education and Economies (IED)
Print: HSRC Library: shelf number 12108
HANDLE: 20.500.11910/16409
URI: http://hdl.handle.net/20.500.11910/16409

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Abstract

This study examined the influence of access to and frequent use of information and communication technology (ICT) in school and home settings on achievement in mathematics for Grades 8 and 9 African students. A large-scale international database, that of the 2015 Trends in International Mathematics and Science Study was used and hierarchical linear models were employed to examine school- and student level variables. Findings showed that student access to ICT during a lesson was significant and a positive predictor for student learning outcomes in mathematics, while teacher integration of ICT into pedagogy as a mediating factor had a negative association. Student-level ICT predictors, for example access to ICT at home, had a positive association with student learning outcomes in mathematics, while intensity of student ICT use was a negative predictor; this applied even after controlling for age, gender, and educational resources at home.