在线物理入门课程中作弊网站和人工智能的使用:程度如何,对评估有何影响?

IF 2.6 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH
Gerd Kortemeyer, Wolfgang Bauer
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引用次数: 0

摘要

由于大流行病的影响,许多物理课程都搬到了网上。与此同时,基于互联网的解题网站和论坛也越来越受欢迎。随着大型语言模型的出现,出现了另一种转变。在这些模型公开提供一年后,物理入门学生的在线求助行为发生了怎样的变化,不同的在线资源使用模式又产生了怎样的影响?我们采用混合方法,调查了学生的选择及其对科学家和工程师在线物理入门课程评估部分的影响。我们发现,学生仍然主要依赖于传统的互联网资源,而且他们的使用对低风险无监督测验的结果有很大影响。我们从经验中发现,学生在寻求帮助和资源使用模式上存在明显的群集;然而,学生群集成员身份对课程监督评估部分的影响并不显著。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Cheat sites and artificial intelligence usage in online introductory physics courses: What is the extent and what effect does it have on assessments?

Cheat sites and artificial intelligence usage in online introductory physics courses: What is the extent and what effect does it have on assessments?
As a result of the pandemic, many physics courses moved online. Alongside, the popularity of Internet-based problem-solving sites and forums rose. With the emergence of large language models, another shift occurred. One year into the public availability of these models, how has online help-seeking behavior among introductory physics students changed, and what is the effect of different patterns of online resource usage? In a mixed-method approach, we investigate student choices and their impact on assessment components of an online introductory physics course for scientists and engineers. We find that students still mostly rely on traditional Internet resources and that their usage strongly influences the outcome of low-stake unsupervised quizzes. We empirically found distinct clusters of help-seeking and resource-usage patterns among the students; the impact of students’ cluster membership on the supervised assessment components of the course, however, is nonsignificant.
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来源期刊
Physical Review Physics Education Research
Physical Review Physics Education Research Social Sciences-Education
CiteScore
5.70
自引率
41.90%
发文量
84
审稿时长
32 weeks
期刊介绍: PRPER covers all educational levels, from elementary through graduate education. All topics in experimental and theoretical physics education research are accepted, including, but not limited to: Educational policy Instructional strategies, and materials development Research methodology Epistemology, attitudes, and beliefs Learning environment Scientific reasoning and problem solving Diversity and inclusion Learning theory Student participation Faculty and teacher professional development
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