AndersonD., BjarnadóttirM. V. & RossD. G. (2022). Using people analytics to build an equitable workplace. https://hbr.org/2022/01/using-people-analytics-to-build-an-equitable-workplace
2.
CNBC. (2024). IBM’s AI-backed employee retention software can predict when you’re going to quit with up to 95% accuracy. https://www.cnbc.com/2019/04/03/ibm-ai-can-predict-with-95-percent-accuracy-which-employees-will-quit.html
3.
Fortune. (2024). How Google Cloud’s HR team used AI to transform their recruiting process and speed up employee onboarding. https://finance.yahoo.com/news/google-cloud-hr-team-used-121244874.html
4.
Gartner. (2025). AI in HR: Position your organization for success. https://www.gartner.com/en/human-resources/topics/artificial-intelligence-in-hr
5.
HarchandaniC. (2025). Artificial intelligence in talent acquisition: A paradigm shift in HRM practices. Stallion Journal for Multidisciplinary Associated Research Studies, 4, 1–6.
6.
HR Brew. (2023). How Cigna used AI to revamp its internal recruiting system. https://www.hr-brew.com/stories/2023/07/11/how-cigna-used-ai-to-revamp-its-internal-recruiting-system
7.
KaleH., AherD., & AnuteN. (2022). HR analytics and its impact on organizations performance. International Journal of Research and Analytical Reviews, 9(3) 619–630.
8.
KiranK. S., SharmaN., & BrijmohanD. R. (2018). HR analytics: Transactional to transformational HR approach. International Journal of Advance and Innovative Research, 5(3), 1–11.
9.
ManikandanS., & WilsonA. (2023). HR analytics: Importance and benefits to organizations. International Journal of Research Publication and Reviews, 4(7), 3091–3095.
10.
MarrB. (2023). How data and AI are reshaping contemporary HR practices. https://www.forbes.com/sites/bernardmarr/2023/11/02/how-data-and-ai-are-reshaping-contemporary-hr-practices/
11.
McKinsey. (2025). Superagency in the workplace—Empowering people to unlock AI’s full potential. https://www.mckinsey.com/~/media/mckinsey/business%20functions/quantumblack/our%20insights/superagency%20in%20the%20workplace%20empowering%20people%20to%20unlock%20ais%20full%20potential%20at%20work/superagency-in-the-workplace-empowering-people-to-unlock-ais-full-potential-v4.pdf?shouldIndex=false
12.
MuraleV., MadhavanaV., PrasadaR., & RamanR. (2024). Transformative AI in human resource management: Enhancing workforce planning with topic modelling. Cogent Business & Management, 1(1), 1–24.
13.
MurugesanU., SubramanianP., SrivastavaS., & DwivediA. (2023). A study of artificial intelligence impacts on human resource digitalization in Industry 4.0. Decision Analytics Journal, 7, 100249.
14.
PhoolkaS. (2023). AI in talent acquisition and recruitment: Opportunities and ethical challenges. International Journal of Research in Human Resource Management, 4(1), 139–143.
15.
SelvamohanaK., SahuS. R., SinghS. M. S., & SharmaA. (2025). From HR analytics to AI-driven HRM: Enhancing workforce productivity and engagement. Journal of Information Systems Engineering and Management, 10(21S), 578–585.
16.
ShethH. (2023). HR analytics—An evidence based HR process. International Journal of Creative Research Thoughts (IJCRT), 11(10), 849–854.
17.
ShrivastavaN. (2024). Adopting HR analytics: Factors influencing human resource professionals. International Journal of Research and Analytical Reviews (IJRAR), 11(1), 1–11.
18.
StoneD. L., LukaszewskiK. M., & JohnsonR. D. (2024). Will artificial intelligence radically change human resource management processes? Organizational Dynamics, 53(1). https://doi.org/10.1016/j.orgdyn.2024.101034
19.
SuenH. Y., ChenM. Y., & LuS. H. (2021). Artificial intelligence for talent acquisition: Examining ethical concerns. Journal of Business Research, 126, 319–327.
20.
YoungJ., AdamsJ., BakerN., & PaulC. (2025). AI in HR analytics: Enhancing decision-making for employee growth. https://www.researchgate.net/publication/389650063_AI_in_HR_Analytics_Enhancing_Decision-Making_for_Employee_Growth
