Meta-Analysis of the Effect of STEM Approach on Students' Creative and Critical Thinking Skills in Physics Learning in Senior High School

Puti Zafirah Maharani Sastra, Yunita Jeliyah Jalis Putri, F. Pratama, D. Desnita
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Abstract

This research aims to determine the effect of the STEM approach on the creative and critical thinking skills of high school students in learning physics. This research uses meta-analysis. The data in this research is secondary data from the results of research that have been investigated by other researchers. The data collection technique is using a literature study by looking for articles related to STEM learning. Sampling was carried out by purposive sampling technique. The sources of the research are 20 articles with national and international accreditation with criteria according to the problem formulation. This meta-analysis uses Cohen's d. effect size calculation method. The results obtained are first, based on the integrated learning model of the STEM approach that the STEM approach without the integrated model obtains the highest average effect value with an average effect of 2.93. Second, based on the learning material, the highest average value of the effect is on the dynamic electric material and Newton's law of gravity. Third, the application of the STEM approach to creative and critical thinking skills has an average effect of 2.66 for critical thinking skills, while creative thinking skills have an average effect of 1.47. Thus the STEM approach affects improving students' creative and critical thinking skills through integration with high school physics learning models and materials.
STEM方法对高中物理学习中学生创造性和批判性思维能力影响的meta分析
本研究旨在确定STEM方法对高中生学习物理时创造性和批判性思维技能的影响。本研究采用元分析。本研究中的数据是来自其他研究人员调查的研究结果的二手数据。数据收集技术是通过寻找与STEM学习相关的文章来进行文献研究。采用目的抽样技术进行抽样。该研究的来源是20篇根据问题制定的标准获得国家和国际认可的文章。本meta分析采用Cohen's d.效应大小计算方法。得到的结果是:第一,基于STEM方法的综合学习模型,没有综合模型的STEM方法获得的平均效果值最高,平均效果为2.93。第二,基于学习材料,对动态电材料和牛顿万有引力定律影响的平均值最高。第三,将STEM方法应用于创造性和批判性思维技能对批判性思维技能的平均影响为2.66,而创造性思维技能的平均影响为1.47。因此,STEM方法通过与高中物理学习模式和材料相结合来提高学生的创造性和批判性思维技能。
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