ChatGPT and the labor market: Unraveling the effect of AI discussions on students’ earning expectations

IF 2.5 2区 经济学 Q2 ECONOMICS
Samir Huseynov
{"title":"ChatGPT and the labor market: Unraveling the effect of AI discussions on students’ earning expectations","authors":"Samir Huseynov","doi":"10.1016/j.joep.2025.102803","DOIUrl":null,"url":null,"abstract":"<div><div>This paper investigates the causal impact of optimistic and pessimistic ChatGPT Artificial Intelligence (AI) discussions on US students’ anticipated labor market outcomes. Our findings reveal students reduce their confidence regarding their future earning prospects after exposure to AI debates, and this effect is more pronounced after reading discussion excerpts with a pessimistic tone. Unlike STEM majors, students in Non-STEM fields show asymmetric and pessimistic belief changes, suggesting that they might feel more vulnerable to emerging AI technologies. Pessimistic belief updates regarding future earnings are also prevalent among non-male students, indicating widespread AI concerns among vulnerable student subgroups. Educators, administrators, and policymakers may regularly engage with students to address their concerns and enhance educational curricula to better prepare them for a future that AI will inevitably shape.</div></div>","PeriodicalId":48318,"journal":{"name":"Journal of Economic Psychology","volume":"108 ","pages":"Article 102803"},"PeriodicalIF":2.5000,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Economic Psychology","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0167487025000157","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

Abstract

This paper investigates the causal impact of optimistic and pessimistic ChatGPT Artificial Intelligence (AI) discussions on US students’ anticipated labor market outcomes. Our findings reveal students reduce their confidence regarding their future earning prospects after exposure to AI debates, and this effect is more pronounced after reading discussion excerpts with a pessimistic tone. Unlike STEM majors, students in Non-STEM fields show asymmetric and pessimistic belief changes, suggesting that they might feel more vulnerable to emerging AI technologies. Pessimistic belief updates regarding future earnings are also prevalent among non-male students, indicating widespread AI concerns among vulnerable student subgroups. Educators, administrators, and policymakers may regularly engage with students to address their concerns and enhance educational curricula to better prepare them for a future that AI will inevitably shape.
聊天技术和劳动力市场:揭示人工智能讨论对学生收入预期的影响
本文研究了乐观和悲观的ChatGPT人工智能(AI)讨论对美国学生预期劳动力市场结果的因果影响。我们的研究结果显示,学生在接触人工智能辩论后,对未来收入前景的信心会降低,而在阅读悲观基调的讨论节选后,这种影响更为明显。与STEM专业不同,非STEM专业的学生表现出不对称和悲观的信念变化,这表明他们可能更容易受到新兴人工智能技术的影响。对未来收入的悲观看法在非男生中也很普遍,这表明弱势学生群体普遍担心人工智能。教育工作者、管理人员和政策制定者可能会定期与学生接触,解决他们的担忧,并加强教育课程,以更好地为人工智能不可避免地塑造的未来做好准备。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
5.20
自引率
31.40%
发文量
69
审稿时长
63 days
期刊介绍: The Journal aims to present research that will improve understanding of behavioral, in particular psychological, aspects of economic phenomena and processes. The Journal seeks to be a channel for the increased interest in using behavioral science methods for the study of economic behavior, and so to contribute to better solutions of societal problems, by stimulating new approaches and new theorizing about economic affairs. Economic psychology as a discipline studies the psychological mechanisms that underlie economic behavior. It deals with preferences, judgments, choices, economic interaction, and factors influencing these, as well as the consequences of judgements and decisions for economic processes and phenomena. This includes the impact of economic institutions upon human behavior and well-being. Studies in economic psychology may relate to different levels of aggregation, from the household and the individual consumer to the macro level of whole nations. Economic behavior in connection with inflation, unemployment, taxation, economic development, as well as consumer information and economic behavior in the market place are thus among the fields of interest. The journal also encourages submissions dealing with social interaction in economic contexts, like bargaining, negotiation, or group decision-making. The Journal of Economic Psychology contains: (a) novel reports of empirical (including: experimental) research on economic behavior; (b) replications studies; (c) assessments of the state of the art in economic psychology; (d) articles providing a theoretical perspective or a frame of reference for the study of economic behavior; (e) articles explaining the implications of theoretical developments for practical applications; (f) book reviews; (g) announcements of meetings, conferences and seminars.
×
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