Instructor Maladaptive and Adaptive Relational Styles (I-MARS) as drivers of online-student retention and satisfaction

IF 4.1 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers and Education Open Pub Date : 2024-12-11 DOI:10.1016/j.caeo.2024.100238
Stamatis Elntib
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Abstract

This study retrospectively assessed forum and module-based email communications between instructors and students. The data set analysed consisted of 40.000 forum posts and 10.000 Blackboard emails matched with 522 end of module student surveys extracted from 57 asynchronous and 100 % online postgraduate modules. Using structural equation modelling, it was demonstrated that adaptive and maladaptive instructor interpersonal behaviors were inversely related. Student retention during the first two weeks was positively associated with instructor adaptive and maladaptive (mainly passive) forum behaviors and negatively associated with instructor disengagement from the forum discussions. Student retention from week 3 onwards was positively associated with adaptive forum and email instructor communication and with instructor active attempts to embrace student autonomy but was negatively associated with instructor empathy. Maladaptive email instructor behavior negatively predicted student-satisfaction. Diagnosing and mapping the archetypal relational styles instructors use to engage with students may allow a better understanding of the interpersonal dynamics of online student retention and satisfaction.
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本研究回顾性地评估了教师与学生之间在论坛和模块上的电子邮件交流情况。分析的数据集包括 40,000 个论坛帖子和 10,000 封黑板电子邮件,以及从 57 个异步和 100% 在线研究生模块中提取的 522 份模块结束时学生调查问卷。通过结构方程模型,研究表明,适应性和不适应性教师人际关系行为成反比关系。前两周的学生保留率与教师的适应性和不适应性(主要是被动性)论坛行为呈正相关,而与教师不参与论坛讨论呈负相关。从第 3 周开始,学生的保留率与教师在论坛和电子邮件中的适应性交流以及教师积极尝试接纳学生的自主性呈正相关,但与教师的移情行为呈负相关。教员的不适应性电子邮件行为对学生满意度有负面影响。通过诊断和绘制指导教师与学生交往的原型关系风格,可以更好地了解在线学生保留率和满意度的人际动态。
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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