Experiment on extraversion distribution in groups through a group formation algorithm

IF 4.1 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers and Education Open Pub Date : 2024-04-12 DOI:10.1016/j.caeo.2024.100181
Adrienne Mueller , Anna Goeddeke , Petra Kneip , Johannes Konert , René Röpke , Henrik Bellhäuser
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Abstract

Advances in technology have sparked a surge of interest in systematic group formation in educational contexts. The experimental study investigates group formation by extraversion distributions on group work outcomes, expected to influence group hierarchy. As an initial step in the experimental randomization process, an algorithmic group formation tool ensured an equal partitioning and aligned students into two experimental conditions with either consistent, homogeneous, or varied, heterogeneous, levels of extraversion. Over the course of one semester, a total of 114 students enrolled in several paralleled seminars, were surveyed on both subjective data (satisfaction with group work) and objective data (group performance) to evaluate the effect of the experimental intervention. The formation of extraversion at the group level contributed to the respective outcomes, emphasizing the value of collective social capital for both individuals and groups. Specifically, a homogeneous distribution of extraversion had a positive impact on group performance, as evident in improved grades on course group assignments and increased active participation in group meetings. Findings emphasize considering personality traits at group-level to enhance the success of groups.

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通过小组组建算法研究小组中的外向性分布实验
技术的进步引发了人们对教育背景下系统化小组组建的浓厚兴趣。本实验研究调查了外向性分布对小组工作结果的影响,预计这将影响小组的层次结构。作为实验随机化过程的第一步,算法小组组建工具确保了平等分区,并将学生分为两种实验条件,即外向性水平一致、同质或不同、异质。在一个学期中,共有 114 名学生参加了几个平行的研讨会,他们接受了主观数据(对小组工作的满意度)和客观数据(小组表现)的调查,以评估实验干预的效果。在小组层面形成的外向性促成了各自的结果,强调了集体社会资本对个人和小组的价值。具体来说,外向性的均匀分布对小组表现有积极影响,这体现在课程小组作业成绩的提高和小组会议参与的积极性增加上。研究结果强调,应在小组层面考虑人格特质,以提高小组的成功率。
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