更好地解释人工智能的好处?分析解释人工智能支持选择的好处对申请人回答的影响

IF 2.6 4区 管理学 Q3 MANAGEMENT
Alina Köchling, Marius Claus Wehner
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引用次数: 6

摘要

尽管人工智能支持的选择工具越来越受欢迎,但有关组织可以采取哪些行动来提高人工智能接受度的知识仍处于起步阶段,尽管多项研究指出,申请人对人工智能支持的选择工具的实施反应消极。因此,本研究探讨了如何改变申请人对人工智能支持的选择的反应。使用基于场景的主题间设计,参与者来自工作人群(N = 200),我们将组织提供的关于使用人工智能支持的选择过程的原因的信息(无额外信息、书面信息、视频信息)与人工选择过程进行了比较。结果表明,使用没有信息的人工智能和使用书面信息的人工智能会降低公平感、个性感,并增加情感上的恐惧感。反过来,感知到的公平性、个性感知和情绪上的恐惧调节了人工智能支持的选择过程、组织吸引力和进一步进行选择过程的意愿之间的关联。此外,通过视频解释人工智能支持的选择工具的好处的申请人和参与实际人工选择过程的申请人的结果没有差异。讨论了研究和实践的重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Better explaining the benefits why AI? Analyzing the impact of explaining the benefits of AI-supported selection on applicant responses

Better explaining the benefits why AI? Analyzing the impact of explaining the benefits of AI-supported selection on applicant responses

Despite the increasing popularity of AI-supported selection tools, knowledge about the actions that can be taken by organizations to increase AI acceptance is still in its infancy, even though multiple studies point out that applicants react negatively to the implementation of AI-supported selection tools. Therefore, this study investigates ways to alter applicant reactions to AI-supported selection. Using a scenario-based between-subject design with participants from the working population (N = 200), we varied the information provided by the organization about the reasons for using an AI-supported selection process (no additional information vs. written information vs. video information) in comparison to a human selection process. Results show that the use of AI without information and with written information decreased perceived fairness, personableness perception, and increased emotional creepiness. In turn, perceived fairness, personableness perceptions, and emotional creepiness mediated the association between an AI-supported selection process, organizational attractiveness, and the intention to further proceed with the selection process. Moreover, results did not differ for applicants who were provided video explanations of the benefits of AI-supported selection tools and those who participated in an actual human selection process. Important implications for research and practice are discussed.

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来源期刊
CiteScore
4.10
自引率
31.80%
发文量
46
期刊介绍: The International Journal of Selection and Assessment publishes original articles related to all aspects of personnel selection, staffing, and assessment in organizations. Using an effective combination of academic research with professional-led best practice, IJSA aims to develop new knowledge and understanding in these important areas of work psychology and contemporary workforce management.
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