Measurement of student mental workload during online learning using Continuous Subjective Workload Assessment Technique (C-SWAT)

Lisa Melvi Ginting, H. Situmorang, F. I. S. H. Sinaga, Yoakim Simamora
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Abstract

The covid-19 pandemic have effect in Indonesia both financial and non-financial sector include education. There is new habit on education system such as online learning. Since online learning student use gadget/computer to learn. Using gadget in high frequencies may cause effect. This research to measure mental workload of student during online learning in Mechanical Engineering Education Department. Mental effort is measured use continuous subjective workload assessment technique. Continuous subjective workload assessment technique (C-SWAT) is simplify of subjective workload assessment technique. In continuous subjective workload assessment technique, participant is asked dimension that participant prefer, after that participant is asked to do simple arithmetic test. Dimensions are time load, mental effort and psychology-effort.  This research use minimum weight of 0 (W0) with weight used is 1/3. Moreover, there is questionnaire to know study interest of participant during online learning.  In this research mental effort load is the second highest score, the first highest score is psychology stress effort. Multiplication test is high score than other arithmetic test. During online school student have fatigue, most of them feel eyestrain and body sore. Student prefer synchronous learning type than a-synchronous learning it’s because in synchronous learning student can discus with teacher directly.
基于连续主观工作量评估技术(C-SWAT)的在线学习中学生心理工作量测量
2019冠状病毒病大流行对印度尼西亚的金融和非金融部门都产生了影响,包括教育。教育系统出现了新的习惯,比如在线学习。由于在线学习学生使用小工具/电脑来学习。使用高频设备可能会产生影响。本研究旨在测量机械工程教育系学生在线学习时的心理负荷。脑力劳动使用连续主观工作量评估技术进行测量。连续主观工作量评估技术(C-SWAT)是对主观工作量评估技术的简化。在连续主观工作量评估技术中,先询问被试喜欢的维度,然后让被试做简单的算术测试。维度为时间负荷、脑力劳动和心理劳动。本研究使用最小权重0 (W0),使用的权重为1/3。此外,还有问卷来了解参与者在在线学习过程中的学习兴趣。在本研究中,心理努力负荷得分第二高,心理压力努力得分第一高。乘法考试比其他算术考试得分高。在网上学习期间,学生感到疲劳,大多数人感到眼睛疲劳和身体酸痛。学生更喜欢同步学习,而不是同步学习,因为在同步学习中,学生可以直接与老师讨论。
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