The Impact of Artificial Intelligence on Expertise Development: Implications for HRD

IF 3.1 Q1 INDUSTRIAL RELATIONS & LABOR Advances in Developing Human Resources Pub Date : 2022-03-24 DOI:10.1177/15234223221077304
Alexandre A. Ardichvili
{"title":"The Impact of Artificial Intelligence on Expertise Development: Implications for HRD","authors":"Alexandre A. Ardichvili","doi":"10.1177/15234223221077304","DOIUrl":null,"url":null,"abstract":"Problem The implementation of artificial intelligence (AI) is assumed to lead to increased productivity of knowledge workers. However, AI could also have negative effects on the development of professional expertise. Solution A review of the literature on expertise development is provided, followed by examples of AI implementation in a knowledge-intensive profession, accounting. The analysis of these examples suggests that automation can result in the loss of expertise due to reduced opportunities for learning from deliberate practice and experienced colleagues, and from working on progressively more complex tasks. Implications for human resource development (HRD) include creating alternative individual development opportunities and promoting organizational cultures conducive to expertise development in human-machine interaction modes. Stakeholders The results of this study will be of interest to scholars of HRD, accounting education, and human-machine interaction. Practical implications will be of relevance to HRD professionals and managers responsible for the implementation of artificial intelligence solutions.","PeriodicalId":51549,"journal":{"name":"Advances in Developing Human Resources","volume":"24 1","pages":"78 - 98"},"PeriodicalIF":3.1000,"publicationDate":"2022-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advances in Developing Human Resources","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/15234223221077304","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"INDUSTRIAL RELATIONS & LABOR","Score":null,"Total":0}
引用次数: 7

Abstract

Problem The implementation of artificial intelligence (AI) is assumed to lead to increased productivity of knowledge workers. However, AI could also have negative effects on the development of professional expertise. Solution A review of the literature on expertise development is provided, followed by examples of AI implementation in a knowledge-intensive profession, accounting. The analysis of these examples suggests that automation can result in the loss of expertise due to reduced opportunities for learning from deliberate practice and experienced colleagues, and from working on progressively more complex tasks. Implications for human resource development (HRD) include creating alternative individual development opportunities and promoting organizational cultures conducive to expertise development in human-machine interaction modes. Stakeholders The results of this study will be of interest to scholars of HRD, accounting education, and human-machine interaction. Practical implications will be of relevance to HRD professionals and managers responsible for the implementation of artificial intelligence solutions.
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
人工智能对专业知识发展的影响:对人力资源开发的启示
人工智能(AI)的实施被认为会导致知识工作者的生产力提高。然而,人工智能也可能对专业技能的发展产生负面影响。解决方案提供了关于专业知识发展的文献综述,然后是在知识密集型职业会计中实施人工智能的示例。对这些例子的分析表明,自动化可能会导致专业知识的丧失,因为从有意识的练习和有经验的同事那里学习的机会减少了,从越来越复杂的任务中学习的机会减少了。对人力资源开发(HRD)的启示包括创造替代性的个人发展机会和促进有利于人机交互模式下专业知识发展的组织文化。本研究的结果将引起人力资源开发、会计教育和人机交互学者的兴趣。实际影响将与人力资源开发专业人员和负责实施人工智能解决方案的管理人员相关。
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 去求助
来源期刊
Advances in Developing Human Resources
Advances in Developing Human Resources INDUSTRIAL RELATIONS & LABOR-
CiteScore
6.40
自引率
6.50%
发文量
18
期刊介绍: Advances in Developing Human Resources is a bi-monthly journal whose single issues explore and examine discrete topics. These single issues (or "back issues," once the subsequent issue is published) are available individually or in quantities for use in a classroom or training environment. Balancing practice, theory, and readability, each issue is devoted to important and timely topics related to the development of human resources. The content of the journal spans the realms of performance, learning, and integrity within an organizational context. Readable and relevant to practitioners, each issue is grounded in sound research and theory and edited by a top scholar in the field.
期刊最新文献
Advancing Theory in Human Resource Development LGBTQ+ Faculty Members' Perceptions of Diversity Policies and Practices in Higher Education Human Resource Development (HRD) Meets Human Resource Management (HRM): A Skills Based Agenda for a FRAGILE World Order Organizational Support After Early Pregnancy Loss: The Importance of Training and Awareness Development The Impact of Artificial Intelligence in Employee Onboarding Programs
×
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