Is it harmful or helpful? Examining the causes and consequences of generative AI usage among university students

IF 8.6 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH International Journal of Educational Technology in Higher Education Pub Date : 2024-02-16 DOI:10.1186/s41239-024-00444-7
Muhammad Abbas, Farooq Ahmed Jam, Tariq Iqbal Khan
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Abstract

While the discussion on generative artificial intelligence, such as ChatGPT, is making waves in academia and the popular press, there is a need for more insight into the use of ChatGPT among students and the potential harmful or beneficial consequences associated with its usage. Using samples from two studies, the current research examined the causes and consequences of ChatGPT usage among university students. Study 1 developed and validated an eight-item scale to measure ChatGPT usage by conducting a survey among university students (N = 165). Study 2 used a three-wave time-lagged design to collect data from university students (N = 494) to further validate the scale and test the study’s hypotheses. Study 2 also examined the effects of academic workload, academic time pressure, sensitivity to rewards, and sensitivity to quality on ChatGPT usage. Study 2 further examined the effects of ChatGPT usage on students’ levels of procrastination, memory loss, and academic performance. Study 1 provided evidence for the validity and reliability of the ChatGPT usage scale. Furthermore, study 2 revealed that when students faced higher academic workload and time pressure, they were more likely to use ChatGPT. In contrast, students who were sensitive to rewards were less likely to use ChatGPT. Not surprisingly, use of ChatGPT was likely to develop tendencies for procrastination and memory loss and dampen the students’ academic performance. Finally, academic workload, time pressure, and sensitivity to rewards had indirect effects on students’ outcomes through ChatGPT usage.

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是有害还是有益?研究大学生使用生成式人工智能的原因和后果
尽管有关 ChatGPT 等生成式人工智能的讨论在学术界和大众媒体中掀起了波澜,但我们仍需要更深入地了解学生使用 ChatGPT 的情况,以及与使用 ChatGPT 相关的潜在有害或有益后果。本研究利用两项研究的样本,对大学生使用 ChatGPT 的原因和后果进行了调查。研究 1 通过对大学生(N = 165)进行调查,开发并验证了一个八项目量表来测量 ChatGPT 的使用情况。研究 2 采用三波时滞设计收集大学生数据(N = 494),进一步验证量表并检验研究假设。研究 2 还考察了学业负担、学业时间压力、对奖励的敏感度和对质量的敏感度对 ChatGPT 使用的影响。研究 2 进一步考察了使用 ChatGPT 对学生的拖延症、记忆力减退和学习成绩的影响。研究 1 为 ChatGPT 使用量表的有效性和可靠性提供了证据。此外,研究 2 显示,当学生面临较大的学业负担和时间压力时,他们更有可能使用 ChatGPT。相反,对奖励敏感的学生则不太可能使用 ChatGPT。毫不奇怪,使用 ChatGPT 很可能会产生拖延和记忆力减退的倾向,并影响学生的学习成绩。最后,学业负担、时间压力和对奖励的敏感度通过使用 ChatGPT 对学生的成绩产生了间接影响。
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来源期刊
CiteScore
19.30
自引率
4.70%
发文量
59
审稿时长
76.7 days
期刊介绍: This journal seeks to foster the sharing of critical scholarly works and information exchange across diverse cultural perspectives in the fields of technology-enhanced and digital learning in higher education. It aims to advance scientific knowledge on the human and personal aspects of technology use in higher education, while keeping readers informed about the latest developments in applying digital technologies to learning, training, research, and management.
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