ChatGPT 是否颠覆了美国的教育领域?

IF 3 2区 社会学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Erik Haugom, Štefan Lyócsa, Martina Halousková
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引用次数: 0

摘要

ChatGPT 和其他基于人工智能(AI)的工具的推出有可能彻底改变教育领域。我们研究了 ChatGPT 的公开发布以及 OpenAI 对这一新型大型语言模型关注度的增加与教育领域上市公司预期收益的关系。我们还对传统教育行业和所谓的教育技术行业进行了单独的分组分析。通过使用线性和阈值 CAPM-GARCH 模型,我们发现在 ChatGPT 公开发布后,教育行业整体和教育技术行业的表现均低于基准。我们的结果表明,关注度的提高导致整个教育行业,尤其是教育技术行业的次日回报率降低。此外,在关注度较高的时期,这两个行业的预期回报往往会下降。我们的研究还表明,引入 ChatGPT 或提高人们对这一人工智能工具的兴趣并不会影响传统教育行业。因此,ChatGPT 的引入对我们所研究的各个教育部门产生了不同的影响,其中教育技术部门受到的干扰最大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Has ChatGPT Disrupted the Education Sector in the U.S.?
The introduction of ChatGPT and other tools based on artificial intelligence (AI) has the potential to revolutionize the field of education. We study how the public release of ChatGPT and the increased attention on this new large language model from OpenAI are associated with the expected returns of publicly traded firms that operate in the education sector. We also perform separate subgroup analyses for the traditional education sector and the so-called education technology sector. Using linear and threshold CAPM-GARCH models, we find that after the public release of ChatGPT, both the education sector as a whole and the education technology sector have underperformed benchmarks. Our results show that increased attention leads to lower next-day returns in the education sector as a whole and the education technology sector in particular. Additionally, during periods of higher attention, expected returns tend to decline in these two sectors. We also show that the introduction of ChatGPT or the increased interest in this AI tool in the population does not affect the traditional education sector. The introduction of ChatGPT thus has a heterogeneous effect across the various education sectors we examine, with the education technology sector receiving most of the disruption.
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来源期刊
Social Science Computer Review
Social Science Computer Review 社会科学-计算机:跨学科应用
CiteScore
9.00
自引率
4.90%
发文量
95
审稿时长
>12 weeks
期刊介绍: Unique Scope Social Science Computer Review is an interdisciplinary journal covering social science instructional and research applications of computing, as well as societal impacts of informational technology. Topics included: artificial intelligence, business, computational social science theory, computer-assisted survey research, computer-based qualitative analysis, computer simulation, economic modeling, electronic modeling, electronic publishing, geographic information systems, instrumentation and research tools, public administration, social impacts of computing and telecommunications, software evaluation, world-wide web resources for social scientists. Interdisciplinary Nature Because the Uses and impacts of computing are interdisciplinary, so is Social Science Computer Review. The journal is of direct relevance to scholars and scientists in a wide variety of disciplines. In its pages you''ll find work in the following areas: sociology, anthropology, political science, economics, psychology, computer literacy, computer applications, and methodology.
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