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AI for the people? Embedding AI ethics in HR and people analytics projects

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  • Bar-Gil, Oshri
  • Ron, Tom
  • Czerniak, Ofir

Abstract

Technological advances and the “zeitgeist” led to increased use of AI in HR Analytics. Using machine learning models in this field might be beneficial but requires some unique considerations in how organizations govern, assure, audit, and support the use of AI. While substantial work has been done on AI ethics, organizational implantation studies are rare and often anecdotal, particularly in HR. In this article, we would like to better understand the common ethical considerations and organizational responses for developing AI for HR use and how different organizations engage with them by comparing two case studies.

Suggested Citation

  • Bar-Gil, Oshri & Ron, Tom & Czerniak, Ofir, 2024. "AI for the people? Embedding AI ethics in HR and people analytics projects," Technology in Society, Elsevier, vol. 77(C).
  • Handle: RePEc:eee:teinso:v:77:y:2024:i:c:s0160791x24000757
    DOI: 10.1016/j.techsoc.2024.102527
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    References listed on IDEAS

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    1. Ruparel, Namita & Dhir, Amandeep & Tandon, Anushree & Kaur, Puneet & Islam, Jamid Ul, 2020. "The influence of online professional social media in human resource management: A systematic literature review," Technology in Society, Elsevier, vol. 63(C).
    2. Tamilmani, Kuttimani & Rana, Nripendra P. & Wamba, Samuel Fosso & Dwivedi, Rohita, 2021. "The extended Unified Theory of Acceptance and Use of Technology (UTAUT2): A systematic literature review and theory evaluation," International Journal of Information Management, Elsevier, vol. 57(C).
    3. Carlsson, Vanja & Rönnblom, Malin, 2022. "From politics to ethics: Transformations in EU policies on digital technology," Technology in Society, Elsevier, vol. 71(C).
    4. Zhang, Lixuan & Yencha, Christopher, 2022. "Examining perceptions towards hiring algorithms," Technology in Society, Elsevier, vol. 68(C).
    5. Stephanie Kelley, 2022. "Employee Perceptions of the Effective Adoption of AI Principles," Journal of Business Ethics, Springer, vol. 178(4), pages 871-893, July.
    6. Kevin Zhu & Kenneth L. Kraemer & Sean Xu, 2006. "The Process of Innovation Assimilation by Firms in Different Countries: A Technology Diffusion Perspective on E-Business," Management Science, INFORMS, vol. 52(10), pages 1557-1576, October.
    7. Bernd W. Wirtz & Paul F. Langer & Carolina Fenner, 2021. "Artificial Intelligence in the Public Sector - a Research Agenda," International Journal of Public Administration, Taylor & Francis Journals, vol. 44(13), pages 1103-1128, October.
    8. Jella Pfeiffer & Julia Gutschow & Christian Haas & Florian Möslein & Oliver Maspfuhl & Frederik Borgers & Suzana Alpsancar, 2023. "Algorithmic Fairness in AI," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 65(2), pages 209-222, April.
    9. Konuk, Hızır & Ataman, Göksel & Kambur, Emine, 2023. "The effect of digitalized workplace on employees' psychological well-being: Digital Taylorism approach," Technology in Society, Elsevier, vol. 74(C).
    10. Shah, Tushar R., 2022. "Can big data analytics help organisations achieve sustainable competitive advantage? A developmental enquiry," Technology in Society, Elsevier, vol. 68(C).
    11. Martin Hilbert, 2016. "Big Data for Development: A Review of Promises and Challenges," Development Policy Review, Overseas Development Institute, vol. 34(1), pages 135-174, January.
    12. Campbell, Donald T., 1979. "Assessing the impact of planned social change," Evaluation and Program Planning, Elsevier, vol. 2(1), pages 67-90, January.
    13. Cubric, Marija, 2020. "Drivers, barriers and social considerations for AI adoption in business and management: A tertiary study," Technology in Society, Elsevier, vol. 62(C).
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