交互性和能力幻觉:生成式人工智能如何影响投资者判断

IF 6.3 2区 管理学 Q1 BUSINESS, FINANCE
Joe Croom
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引用次数: 0

摘要

我使用生成人工智能(GenAI)的设置来研究处理工具的交互性如何影响投资者对投资能力和意愿的自我评估。虽然GenAI可以帮助投资者处理财务信息,但我的理论认为,GenAI的互动性模糊了投资者自身能力和GenAI能力之间的界限,促使投资者低估了对GenAI的依赖,并错误地将其能力归因于自己。我依靠实验室设置的优势,将GenAI的互动元素从GenAI援助的单纯存在中解脱出来。通过三个实验,我发现,支撑GenAI的互动性提高了投资者对自身能力的自我评估,增加了他们的投资意愿,尽管这种互动性没有改善,实际上阻碍了他们对GenAI提供的信息的实际处理。因此,我的研究强调了使用GenAI和其他高度交互式处理工具的一个潜在成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interactivity and Illusions of Ability: How Using Generative AI Affects Investor Judgments
I use the setting of generative AI (GenAI) to examine how processing tool interactivity affects investors’ self‐assessments of ability and willingness to invest. Although GenAI can help investors process financial information, I theorize that the interactive nature of GenAI blurs the boundaries between investors’ own abilities and those of GenAI, prompting investors to discount their reliance on GenAI and misattribute its abilities to themselves. I rely on the advantages of a laboratory setting to disentangle the interactive element of GenAI from the mere presence of GenAI assistance. Across three experiments, I find that the interactivity underpinning GenAI heightens investors’ self‐assessments of their own abilities and increases their willingness to invest, despite this interactivity not improving, and in fact hindering, their actual processing of information provided by GenAI. My study thus highlights one potential cost of using GenAI and other highly interactive processing tools.
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来源期刊
Journal of Accounting Research
Journal of Accounting Research BUSINESS, FINANCE-
CiteScore
7.80
自引率
6.80%
发文量
53
期刊介绍: The Journal of Accounting Research is a general-interest accounting journal. It publishes original research in all areas of accounting and related fields that utilizes tools from basic disciplines such as economics, statistics, psychology, and sociology. This research typically uses analytical, empirical archival, experimental, and field study methods and addresses economic questions, external and internal, in accounting, auditing, disclosure, financial reporting, taxation, and information as well as related fields such as corporate finance, investments, capital markets, law, contracting, and information economics.
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