A meta-analysis on the effect of technology on the achievement of less advantaged students

IF 8.9 1区 教育学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers & Education Pub Date : 2024-11-13 DOI:10.1016/j.compedu.2024.105197
Giorgio Di Pietro , Jonatan Castaño Muñoz
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Abstract

This paper presents a meta-analysis that investigates the impact that the educational use of digital technologies has on less advantaged students’ achievement. We use a comprehensive definition for this group of students that includes all students in less developed countries as well as more disadvantaged students in more developed countries. 740 estimates from 72 studies employing experimental and quasi-experimental research designs are collected. Overall, educational technology initiatives are found to have a small, positive, statistically significant effect that remains even after correcting for publication bias. Additionally, our results indicate that computer-assisted learning and behavioural interventions are more effective in raising the achievement of less advantaged students than simple access to technology. Interestingly, the effect of these two interventions appears to be of a similar magnitude. Finally, the use of digital technologies is associated with slightly greater achievements in math and science than humanities.
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关于技术对成绩较差学生的影响的荟萃分析
本文介绍了一项荟萃分析,研究了数字技术的教育应用对弱势学生成绩的影响。我们对这一学生群体使用了一个全面的定义,包括欠发达国家的所有学生以及较发达国家的弱势学生。我们从 72 项采用实验和准实验研究设计的研究中收集了 740 项估计数据。总体而言,我们发现教育技术措施具有微小的、积极的、统计意义上的影响,即使在纠正了出版偏差之后,这种影响依然存在。此外,我们的研究结果表明,计算机辅助学习和行为干预在提高处境不利学生的学习成绩方面,比简单地使用技术更有效。有趣的是,这两种干预措施的效果似乎差不多。最后,与人文学科相比,使用数字技术对数学和科学的影响略大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computers & Education
Computers & Education 工程技术-计算机:跨学科应用
CiteScore
27.10
自引率
5.80%
发文量
204
审稿时长
42 days
期刊介绍: Computers & Education seeks to advance understanding of how digital technology can improve education by publishing high-quality research that expands both theory and practice. The journal welcomes research papers exploring the pedagogical applications of digital technology, with a focus broad enough to appeal to the wider education community.
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