A Meta-Analysis of the Effectiveness of Digital Technology-Assisted STEM Education

Feyyaz Öztop
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Abstract

The purpose of this study was to reveal the effect of digital technology-assisted STEM (Science, technology, engineering, and mathematics) education on academic achievement. To achieve this purpose, experimental studies, including pre-test and post-test, were examined by meta-analysis. The study's data were obtained from 34 studies that met the inclusion criteria due to the searches made in the Databases of the National Thesis Center of the Council of Higher Education, where Turkey's postgraduate theses are located. Effect sizes of 38 comparisons were calculated from these studies. The study calculated effect sizes based on Cohen’s d coefficient. The effect size obtained after the analysis was found to be d=2.582. This finding shows that STEM education assisted by digital technology greatly affects academic achievement. In addition, a significant difference was found between the effect sizes in the study according to the level of education and the subject discipline of academic achievement. This research is expected to contribute to educational practice and future research.
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数字技术辅助STEM教育有效性的元分析
本研究的目的是揭示数字技术辅助STEM(科学、技术、工程和数学)教育对学业成就的影响。为了达到这个目的,实验研究,包括前测试和后测试,通过荟萃分析进行检验。该研究的数据来自34项符合纳入标准的研究,这些研究是通过在土耳其研究生论文所在的高等教育委员会国家论文中心的数据库中进行搜索而获得的。从这些研究中计算了38个比较的效应量。该研究根据科恩的d系数计算了效应量。分析后得到的效应量为d=2.582。这一发现表明,数字技术辅助的STEM教育对学业成绩有很大影响。此外,根据教育程度和学业成就的学科学科,研究中的效应量存在显著差异。本研究可望对教育实务及未来研究有所贡献。
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