An Empirical Study on the Learning Experiences and Outcomes of College Student Club Committee Members Using a Linear Hierarchical Regression Model

IF 3.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Applied System Innovation Pub Date : 2023-02-03 DOI:10.3390/asi6010023
Minge Chen, Hsin-Nan Chien, Ruo-Lan Liu
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Abstract

This study explored college students’ learning experiences and outcomes as club committee members. Using a linear regression model, it investigated the relevance of personal background variables and club learning experiences to club learning outcomes. This study selected 15 universities and colleges’ student club committee members in Taiwan. A total of 1850 questionnaires were distributed, and 1761 valid questionnaires were recovered, with a recovery rate of over 95%. The study findings are as follows: Regarding learning experiences and learning outcomes, the student club committee members was good. According to this study’s linear regression analysis: The personal background of student club committee members and their club learning experience had significant explanatory power on the learning outcomes, with R2 values ranging from 39.6% to 61.1% for each dimension. This indicates that learning from club activities can be an essential pathway to cultivating students’ learning outcomes and a valuable reference for promoting club education in colleges and universities in Taiwan. Higher education practitioners should plan activities or programs for student club leaders with learning outcomes in mind, and design learning programs to meet the needs of student club leaders in each school so that students can achieve higher quality learning outcomes. In addition, this study also found that the assessment indicators of learning outcomes of the CAS of the U.S. can be applied to check the learning outcomes of student clubs in higher education in Taiwan.
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基于线性层次回归模型的大学生社团委员学习经历与效果实证研究
这项研究探讨了大学生作为俱乐部委员会成员的学习经历和结果。使用线性回归模型,研究了个人背景变量和俱乐部学习经历与俱乐部学习结果的相关性。本研究选取台湾15所大专院校学生社团委员会委员。共发放问卷1850份,回收有效问卷1761份,回收率超过95%。研究结果如下:在学习经历和学习结果方面,学生俱乐部委员会成员表现良好。根据本研究的线性回归分析:学生俱乐部委员会成员的个人背景及其俱乐部学习经历对学习结果具有显著的解释力,每个维度的R2值在39.6%至61.1%之间。这表明,从社团活动中学习是培养学生学习成果的重要途径,也是台湾高校社团教育发展的重要参考。高等教育从业者应考虑到学习成果,为学生俱乐部领导人规划活动或计划,并设计学习计划以满足每所学校学生俱乐部领导人的需求,使学生能够获得更高质量的学习成果。此外,本研究还发现,美国CAS学习成果评估指标可用于检验台湾高等教育学生俱乐部的学习成果。
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
Applied System Innovation
Applied System Innovation Mathematics-Applied Mathematics
CiteScore
7.90
自引率
5.30%
发文量
102
审稿时长
11 weeks
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