Effects of the iPad use on K-12 students' STEM achievement: a meta-analysis

IF 1.2 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS International Journal of Mobile Learning and Organisation Pub Date : 2023-01-01 DOI:10.1504/ijmlo.2023.133779
Yu Xiao, Yeping Li, Jamaal R. Young, Ke Wang
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Abstract

Considerable research has been conducted globally to explore the effects of handheld devices on students' academic achievement, but no consistent conclusions from individual studies have been reached. Specifically, iPads accounted for 94% of the educational handheld device market and US school districts have recently allocated significant funding for iPads amid COVID-19; it is important to learn about the effectiveness of using iPads in school education. In this study, we conducted a meta-analysis of related literature to examine the potential impact of iPad-assisted instructional approaches in K-12 STEM classrooms compared with traditional instruction. After analysing 17 selected studies, we found a significant overall effect (d̄RE = 0.37, p = 0.008) that suggests a better effect of iPad-assisted instruction than traditional instruction. Additionally, moderator analysis revealed that the two factors of subjects and assessment tools played a statistically significant moderator role in the effect of iPads on students' STEM achievement.
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iPad使用对K-12学生STEM成绩的影响:一项元分析
在全球范围内进行了大量的研究,以探讨手持设备对学生学业成绩的影响,但没有从个别研究中得出一致的结论。具体来说,ipad占教育手持设备市场的94%,美国学区最近在COVID-19期间为ipad分配了大量资金;了解在学校教育中使用ipad的有效性是很重要的。在本研究中,我们对相关文献进行了荟萃分析,以检验与传统教学相比,ipad辅助教学方法对K-12 STEM课堂的潜在影响。在分析了17项选定的研究后,我们发现了显著的总体效果(d’RE = 0.37, p = 0.008),这表明ipad辅助教学比传统教学效果更好。此外,调节因子分析显示,科目和评估工具这两个因素在ipad对学生STEM成绩的影响中发挥了统计学上显著的调节作用。
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CiteScore
4.10
自引率
6.70%
发文量
31
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