Overcoming Bias in Healthcare Organization Hiring Algorithms

Author:

Sathyanath Guruprasad1ORCID

Affiliation:

1. Marymount University, USA

Abstract

In today's world, many organizations, including healthcare companies, choose the use of AI in operational functions as part of digital transformation. The case study analysis explores the use of AI in the hiring process of a fictitious company named Moya. This chapter captures the various perspectives of hiring algorithms and the leverage of AI in various HR processes. It examines the impact on the employees, the organization, its culture, the organizational theories at play, the risk it poses, and various solutions that could be applied while considering such emergent technologies for adoption and the change management effort associated with it. The chapter concludes with a few practical suggestions that can be implemented to remediate the current scenario while also providing a framework for future leverage. The chapter recommends a few areas of study to develop checklists and other guardrails to protect the interests of the company while successfully applying this digital transformation, and also extending the same in other operational processes.

Publisher

IGI Global

Reference105 articles.

1. Designing and Managing Human-AI Interactions

2. Agarwal, A. (2023, September 18). AI + data + CRM = More personalized banking. BAI. https://www.bai.org/banking-strategies/ai-data-crm-more-personalized-banking/

3. Arneson, R. (2015). Equality of Opportunity (Stanford Encyclopedia of Philosophy). Stanford.edu. https://plato.stanford.edu/entries/equal-opportunity/

4. Awasthi, V. (2023, August 23). The Evolution and History of Value-Based Care. Innovaccer. https://innovaccer.com/resources/blogs/what-is-the-history-of-value-based-care

5. Bakalar, C., Barreto, R., Bergman, S., Bogen, M., Chern, B., Corbett-Davies, S., Hall, M., Kloumann, I., Lam, M., Candela, J. Q., Raghavan, M., Simons, J., Tannen, J., Tong, E., Vredenburgh, K., & Zhao, J. (2021, March 24). Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems. ArXiv.org. https://doi.org//arXiv.2103.0617210.48550

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