组织中人工智能的多层次回顾:对组织行为研究和实践的启示

IF 6.2 2区 管理学 Q1 BUSINESS Journal of Organizational Behavior Pub Date : 2023-08-02 DOI:10.1002/job.2735
Sarah Bankins, Anna Carmella Ocampo, Mauricio Marrone, Simon Lloyd D. Restubog, Sang Eun Woo
{"title":"组织中人工智能的多层次回顾:对组织行为研究和实践的启示","authors":"Sarah Bankins,&nbsp;Anna Carmella Ocampo,&nbsp;Mauricio Marrone,&nbsp;Simon Lloyd D. Restubog,&nbsp;Sang Eun Woo","doi":"10.1002/job.2735","DOIUrl":null,"url":null,"abstract":"<p>The rising use of artificially intelligent (AI) technologies, including generative AI tools, in organizations is undeniable. As these systems become increasingly integrated into organizational practices and processes, understanding their impact on workers' experiences and job designs is critical. However, the ongoing discourse surrounding AI use in the workplace remains divided. Proponents of the technology extol its benefits for enhancing efficiency and productivity, while others voice concerns about the potential harm to human workers. To provide greater clarity on this pressing issue, this article presents a systematic review of empirical research that sheds light on the implications of AI use at work. Organized under five inductively generated themes within a multilevel framework, we uncover individual, group, and organizational factors that shape the interplay between humans and AI. Specifically, the themes are: (1) human–AI collaboration; (2) perceptions of algorithmic and human capabilities; (3) worker attitudes towards AI; (4) AI as a control mechanism in algorithmic management of platform-based work; and (5) labor market implications of AI use. Our review offers insights into these themes and identifies five pathways for future research. Finally, we provide practical recommendations for organizational leaders seeking to implement AI technologies while prioritizing their employees' well-being.</p>","PeriodicalId":48450,"journal":{"name":"Journal of Organizational Behavior","volume":"45 2","pages":"159-182"},"PeriodicalIF":6.2000,"publicationDate":"2023-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/job.2735","citationCount":"0","resultStr":"{\"title\":\"A multilevel review of artificial intelligence in organizations: Implications for organizational behavior research and practice\",\"authors\":\"Sarah Bankins,&nbsp;Anna Carmella Ocampo,&nbsp;Mauricio Marrone,&nbsp;Simon Lloyd D. Restubog,&nbsp;Sang Eun Woo\",\"doi\":\"10.1002/job.2735\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>The rising use of artificially intelligent (AI) technologies, including generative AI tools, in organizations is undeniable. As these systems become increasingly integrated into organizational practices and processes, understanding their impact on workers' experiences and job designs is critical. However, the ongoing discourse surrounding AI use in the workplace remains divided. Proponents of the technology extol its benefits for enhancing efficiency and productivity, while others voice concerns about the potential harm to human workers. To provide greater clarity on this pressing issue, this article presents a systematic review of empirical research that sheds light on the implications of AI use at work. Organized under five inductively generated themes within a multilevel framework, we uncover individual, group, and organizational factors that shape the interplay between humans and AI. Specifically, the themes are: (1) human–AI collaboration; (2) perceptions of algorithmic and human capabilities; (3) worker attitudes towards AI; (4) AI as a control mechanism in algorithmic management of platform-based work; and (5) labor market implications of AI use. Our review offers insights into these themes and identifies five pathways for future research. Finally, we provide practical recommendations for organizational leaders seeking to implement AI technologies while prioritizing their employees' well-being.</p>\",\"PeriodicalId\":48450,\"journal\":{\"name\":\"Journal of Organizational Behavior\",\"volume\":\"45 2\",\"pages\":\"159-182\"},\"PeriodicalIF\":6.2000,\"publicationDate\":\"2023-08-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/job.2735\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Organizational Behavior\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/job.2735\",\"RegionNum\":2,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Organizational Behavior","FirstCategoryId":"91","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/job.2735","RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS","Score":null,"Total":0}
引用次数: 0

摘要

不可否认,人工智能(AI)技术(包括生成式人工智能工具)在组织中的使用越来越多。随着这些系统越来越多地融入到组织实践和流程中,了解它们对员工经验和工作设计的影响至关重要。然而,围绕在工作场所使用人工智能的讨论仍然存在分歧。该技术的支持者称赞其提高效率和生产力的好处,而其他人则对人类工人的潜在危害表示担忧。为了更清楚地了解这一紧迫问题,本文对实证研究进行了系统回顾,揭示了人工智能在工作中的应用。在一个多层次的框架内,我们在五个归纳生成的主题下组织,揭示了塑造人类与人工智能之间相互作用的个人、群体和组织因素。具体而言,主题是:(1)人类-人工智能协作;(2)对算法和人类能力的感知;(3)员工对人工智能的态度;(4)人工智能在基于平台的工作算法管理中的控制机制;(5)人工智能使用对劳动力市场的影响。我们的综述提供了对这些主题的见解,并确定了未来研究的五条途径。最后,我们为寻求实施人工智能技术的组织领导者提供实用建议,同时优先考虑员工的福祉。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

摘要图片

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
A multilevel review of artificial intelligence in organizations: Implications for organizational behavior research and practice

The rising use of artificially intelligent (AI) technologies, including generative AI tools, in organizations is undeniable. As these systems become increasingly integrated into organizational practices and processes, understanding their impact on workers' experiences and job designs is critical. However, the ongoing discourse surrounding AI use in the workplace remains divided. Proponents of the technology extol its benefits for enhancing efficiency and productivity, while others voice concerns about the potential harm to human workers. To provide greater clarity on this pressing issue, this article presents a systematic review of empirical research that sheds light on the implications of AI use at work. Organized under five inductively generated themes within a multilevel framework, we uncover individual, group, and organizational factors that shape the interplay between humans and AI. Specifically, the themes are: (1) human–AI collaboration; (2) perceptions of algorithmic and human capabilities; (3) worker attitudes towards AI; (4) AI as a control mechanism in algorithmic management of platform-based work; and (5) labor market implications of AI use. Our review offers insights into these themes and identifies five pathways for future research. Finally, we provide practical recommendations for organizational leaders seeking to implement AI technologies while prioritizing their employees' well-being.

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
CiteScore
10.50
自引率
5.90%
发文量
98
期刊介绍: The Journal of Organizational Behavior aims to publish empirical reports and theoretical reviews of research in the field of organizational behavior, wherever in the world that work is conducted. The journal will focus on research and theory in all topics associated with organizational behavior within and across individual, group and organizational levels of analysis, including: -At the individual level: personality, perception, beliefs, attitudes, values, motivation, career behavior, stress, emotions, judgment, and commitment. -At the group level: size, composition, structure, leadership, power, group affect, and politics. -At the organizational level: structure, change, goal-setting, creativity, and human resource management policies and practices. -Across levels: decision-making, performance, job satisfaction, turnover and absenteeism, diversity, careers and career development, equal opportunities, work-life balance, identification, organizational culture and climate, inter-organizational processes, and multi-national and cross-national issues. -Research methodologies in studies of organizational behavior.
期刊最新文献
Issue Information Getting away “Scott” (but not Susan) free: The effects of safety-specific abusive supervision and supervisor gender on follower attributions and safety outcomes How and when do frequent daily work interruptions contribute to or undermine daily job satisfaction? A stress appraisal perspective Algorithmic management in the gig economy: A systematic review and research integration To escape the pain: Paths to voluntary turnover, social pain, and influences on the selection of a new job role
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1