Best friend or broken tool? Exploring the co-existence of humans and artificial intelligence in the workplace ecosystem

被引:63
作者
Einola, Katja [1 ,2 ]
Khoreva, Violetta [3 ]
机构
[1] Stockholm Sch Econ, Stockholm, Sweden
[2] Hanken Sch Econ, Management & Org, Helsinki, Finland
[3] Hanken Sch Econ, Management & Org, Vaasa, Finland
关键词
artificial intelligence; change-organizational; co-existence; HR and technology; organizational development; paradox theory; research methods and design-qualitative research methodology; technology; MANAGEMENT; PARADOX; AGE;
D O I
10.1002/hrm.22147
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
Artificial intelligence (AI) has become an important topic in business literature and strategy talk. Yet, much of this literature is normative and conceptual in nature. How organizational members perceive AI and the job role changes that come with it is, so far, largely unknown territory for both HR scholars and practitioners. We sought to investigate the relationship between humans and AI and conducted an in-depth exploratory study into the co-existence of humans and two early-stage AI-solutions, one for "low-status" automation and another for "high-status"; augmentation. We suggest that different organizational groups may engage in distinctly different sensemaking processes regarding AI, an important insight for successful HRM strategies when AI is being introduced into the workplace. Moreover, contrary to recent conceptual work, our findings indicate that AI-enabled automation and augmentation solutions may not be detached from nor exist in tension with each other. They are deeply embedded in organizational processes and workflows for which people who co-exist with the technologies must take ownership. Our findings, in part, go against discussions on AI "taking over" jobs or deskilling humans. We describe a more nuanced version of reality fluctuating around the various ways different organizational groups encounter different AI-solutions in their daily work. Finally, our study warns against unconditional technological enthusiasm, managerial ignorance of the nature of work that employees undertake in different organizational groups, and a neglect of the time and effort required to successfully implement AI-solutions that affect not only the home organization but also members of the broader ecosystem.
引用
收藏
页码:117 / 135
页数:19
相关论文
共 54 条
[1]  
Alvesson M., 2021, ORGAN STUD, V43, P1
[2]  
Alvesson M., 2000, REFLEXIVE METHODOLOG
[3]   Power to the People: The Role of Humans in Interactive Machine Learning [J].
Amershi, Saleema ;
Cakmak, Maya ;
Knox, W. Bradley ;
Kulesza, Todd .
AI MAGAZINE, 2014, 35 (04) :105-120
[4]  
[Anonymous], 2018, The fourth industrial revolution
[5]  
[Anonymous], 1998, Labor and Monopoly Capital: The Degradation of Work in the Twentieth Century
[6]  
Armstrong R.L, 1973, SOCIAL THEORY PRACTI, V2, P459
[7]  
Arnold V., 1998, ADV ACCOUNTING BEHAV, V1, P175
[8]  
Bar-Tal Daniel, 2004, CONFLICT RESOLUTION, P11
[9]   The social power of algorithms [J].
Beer, David .
INFORMATION COMMUNICATION & SOCIETY, 2017, 20 (01) :1-13
[10]  
Brynjolfsson Erik, 2017, HARVARD BUS REV