应用教育统计课程对学生定量研究能力的影响

Vivin Devi Prahesti, Shaleh Shaleh
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引用次数: 0

摘要

定量研究能力是学生能够很好地开展定量研究并产生高质量研究成果的主要资产。影响研究人员定量研究能力的因素之一是对应用统计学的掌握。本研究旨在探讨应用教育统计课程对学生定量研究能力之影响。为此,研究者采用了调查定量研究的方法。本研究的人群均为2021-2022年伊斯兰大学Negeri Sunan Kalijaga Yogyakarta的Madrasah Ibtidaiyah教师教育(PGMI)硕士课程的学生,他们参加了应用教育统计课程。样本采用斯洛文公式的比例随机抽样技术,共抽样12名学生。采用技术问卷法收集数据,经验证其信度和效度,并进行回归分析。本研究结果表明,R2(决定系数)或R平方值为0.259或25.9%。这个值可以解释为统计课程中自变量值的变化对学生定量研究能力的影响为48.54%,而其他因素的变化决定了51.46%。统计学课程变量的计算值为2,203,sig. 0.052小于0.05。这说明统计学课程对学生定量研究能力有一定的影响,影响因素有哪些。
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The Influence of Applied Educational Statistics Courses on the Competency of Students’ Quantitative Research
Quantitative research competence is the main asset for students to be able to carry out quantitative research well and produce quality research results. One of the things that affect the quantitative research competence of a researcher is the mastery of applied statistics. This study aims to determine the effect of Applied Educational Statistics Courses on student competence in quantitative research. For this purpose, the researcher used a survey quantitative research method. The populations of this study were all students of the Madrasah Ibtidaiyah Teacher Education (PGMI) Master Program for the 2021-2022 Universitas Islam Negeri Sunan Kalijaga Yogyakarta who took the Applied Education Statistics course. The sample was taken using the proportional random sampling technique using the Slovin formula, to obtain a total sample of 12 students. Data were collected using a technical questionnaire that had proven its validity and reliability and analyzed by regression analysis. The results of this study indicate that the value of R2 (coefficient of determination) or R Square is 0.259 or 25.9%. This value can be interpreted that changes in student competence in quantitative research by changes in the value of the independent variable in statistics courses are 48, 54 % while 51,46 % is determined by changes in other factors. The calculated value for the Statistics course variable is 2, 203 with sig. 0.052 is smaller than 0.05. This shows that there is an influence of statistics courses on students' quantitative research competence and the factors that influence it.
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