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
{"title":"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?","authors":"Gerd Kortemeyer, Wolfgang Bauer","doi":"10.1103/physrevphyseducres.20.010145","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":54296,"journal":{"name":"Physical Review Physics Education Research","volume":"64 1","pages":""},"PeriodicalIF":2.6000,"publicationDate":"2024-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Cheat sites and artificial intelligence usage in online introductory physics courses: What is the extent and what effect does it have on assessments?\",\"authors\":\"Gerd Kortemeyer, Wolfgang Bauer\",\"doi\":\"10.1103/physrevphyseducres.20.010145\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":54296,\"journal\":{\"name\":\"Physical Review Physics Education Research\",\"volume\":\"64 1\",\"pages\":\"\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2024-05-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Physical Review Physics Education Research\",\"FirstCategoryId\":\"95\",\"ListUrlMain\":\"https://doi.org/10.1103/physrevphyseducres.20.010145\",\"RegionNum\":2,\"RegionCategory\":\"教育学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"EDUCATION & EDUCATIONAL RESEARCH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physical Review Physics Education Research","FirstCategoryId":"95","ListUrlMain":"https://doi.org/10.1103/physrevphyseducres.20.010145","RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信