1. Accenture, New Accenture Research Finds That Companies with AI-Led Processes Outperform Peers, 2024. Available at: https://newsroom.accenture.com/news/2024/new-accenture-research-finds-that-companies-with-ai-led-processes-outperform-peers (Accessed: 24 May 2024).
Google Scholar
2. Adeyemo, A., The Use of AI in Talent Acquisition and Employee Retention Strategies, 2025. Available at: https://www.researchgate.net/publication/394454364 (Accessed: 17 May 2024).
Google Scholar
3. Aguinis, H., Performance Management for Dummies. Hoboken, NJ: John Wiley & Sons, 2019, https://www.wiley.com/en-us/Performance+Management+For+Dummies-p-9781119557654.
Google Scholar
4. Al Masaeid T., Alkhalidi M.M., Al Ali, A.A.A., Almaazmi, S.M.G.A., Alami, R., Artificial Intelligence Augmented Decision Making: Examining the Interplay Between Machine Learning Algorithms and Human Judgment in Organizational Leadership, [w:] "Journal of Ecohumanism", 2025, 4(1), pp. 4683-4699. DOI:10.62754/joe.v4i1.6364.
Google Scholar
5. Alsaif, A.A., Aksoy, M.S., AI-HRM: Artificial Intelligence in Human Resource Management: A Literature Review, [w:] "Journal of Computing and Communication", 2023, 2(2), pp. 1-7, https://jocc.journals.ekb.eg/article_307053.html.
Google Scholar
6. Altassan, M.A., AI-powered HRM and ethical leadership: Balancing efficiency and human-centricity, [w:] "International Journal of Innovative Research and Scientific Studies", 2025, 8(4), pp. 2219-2228. DOI:10.53894/ijirss.v8i4.8358.
Google Scholar
7. Alvi, S., From Automation to Empowerment: Harnessing the Power of AI in Human Resources, [w:] "International Journal for Multidisciplinary Research", 2024, 6(1). Available at: https://www.ijfmr.com/research-paper.php?id=12910 (Accessed: 13 August 2025).
Google Scholar
8. Antenozio, L., Marquès, P., Bikfalvi, A., The Dynamic Role of Digital Orientation in Shaping SME Performance. Conference Proceedings, 2025. DOI:10.7433/SRECP.SP.2025.01.
Google Scholar
9. Anuar, A.A., Mohamad, M.T., Mohamad, A.A., Robo-advisors and AI-driven funds: Catalysts in the dynamic evolution of asset management, [w:] "The International Journal of Baking and Finance", 2025, 20(2), pp. 60-90. DOI:10.32890/ijbf2025.20.2.4.
Google Scholar
10. Armstrong, M., Armstrong on Reinventing Performance Management: Building a Culture of Continuous Improvement. London: Kogan Page, 2017.
Google Scholar
11. Armstrong, M., Armstrong's Handbook of Performance Management: An Evidence-Based Guide to Delivering High Performance. London: Kogan Page, 2018.
Google Scholar
12. Armstrong, M., Performance Management: Key Strategies and Practical Guidelines. 3rd edn. London: Kogan Page, 2006.
Google Scholar
13. Armstrong M. and Taylor S., Armstrong's Handbook of Human Resource Management Practice. 13th edn. London: Kogan Page, 2014.
Google Scholar
14. Barrera E., Pastuña N., Mesias J., Development of an integrated labor management system with AI, voice commands, and chatbot for Mega Ferretería Bonilla, Revista de Estudios Generales (REG), 2025, 4(3), pp. 360-381. DOI:10.70577/reg.v4i3.176.
Google Scholar
15. Barth A.L., de Beer W., Performance Management Success. Cham: Springer International Publishing, 2018.
Google Scholar
16. Bhasin S. and Krishna K., The integration of artificial intelligence in human resource management for sustainable workplaces: Exploring its impact, opportunities, and ethical challenges, [w:] "International Journal of Research in Human Resource Management", 2025, 7(2), pp. 1-7. DOI:10.33545/26633213.2025.v7.i2a.316.
Google Scholar
17. Boston Consulting Group, AI-Powered R&D. 2025, Available at: https://media-publications.bcg.com/BCG-Executive-Perspectives-AI-Powered-RandD-EP1-14Feb2025.pdf (Accessed: 24 May 2024).
Google Scholar
18. Buck B. and Morrow J., AI, performance management and engagement: keeping your best their best, [w:] "Strategic HR Review", 2018, 17(5), pp 261-262.
Google Scholar
19. Cantrell S., Duda J., Commisso C., Eaton K., Guziak J., As human performance takes center stage, are traditional productivity metrics enough? Deloitte Insights. 2024, Available at: https://www.deloitte.com/us/en/insights/topics/talent/human-capital-trends/2024/human-performance-is-the-new-way-to-measure-productivity.html (Accessed: 16 August 2025).
Google Scholar
20. Cawthorpe D., Leadership constructs and artificial intelligence: Introducing a novel organizational assessment survey, [w:] "Qeios" 2023, 21 November doi:10.32388/WVGUQE.2.
Google Scholar
21. Davis F.D., Perceived usefulness, perceived ease of use, and user acceptance of information technology,[w:] "MIS Quarterly", 1989, 13(3), pp. 319-340. DOI:10.2307/249008.
Google Scholar
22. de Bellefonds N., Charanya T., Franke M.R., Apotheker J., Forth P., Grebe M., Luther A., de Laubier R., Lukic V., Martin M., Nopp C., Sassine J., Where's the value in AI? Boston Consulting Group, October. Available at: https://www.bcg.com/publications/2024/wheres-value-in-ai (Accessed: 16 August 2025).
Google Scholar
23. Deloitte, The convergence of AI technologies and human expertise in pharma R&D, 2024. Available at: https://www.deloitte.com/uk/en/Industries/life-sciences-health-care/research/the-convergence-of-ai-technologies-and-human-expertise-in-pharma-r-and-d.html (Accessed: 20 August 2024).
Google Scholar
24. Dhumal S., Pawar V., The role of technology in transforming leadership management practices, Multidisciplinary Reviews, 2024, 4(7).DOI: https://doi.org/10.31893/multirev.2024066.
Google Scholar
25. Efe A., A Discussion on Problems and Solutions of Innovative Performance Management in the Public Service and Government, Uluslararası Akademik Yönetim Bilimleri Dergisi, 2023, 9(13), pp. 100-126. DOI: https://doi.org/10.51947/yonbil.1247897.
Google Scholar
26. Ejjami R., The Adaptive Human-AI Synergy in Logistics (AHASL) Theory, [w:]"Journal of Next-Generation Research" 2024, 5.0. (JNGR 5.0), 1(1), pp. 1-15. Available at: www.jngr5.com (Accessed: 18 August 2025). DOI: https://doi.org/10.70792/jngr5.0.v1i1.12
Google Scholar
27. Fazlollahtabar H., Human-robot interaction using retrieval-augmented generation and fine-tuning with transformer neural networks in industry 5.0, Scientific Reports, 2025, 15, Article number: 29233. DOI:10.1038/s41598-025-12742-9.
Google Scholar
28. Gudigantala N., Madhavaram S., Bicen, P., An AI decision-making framework for business value maximization, AI Magazine, 2023, 44(1), pp. 67-84. DOI: https://doi.org/10.1002/aaai.12076.
Google Scholar
29. Haleem A., Javaid M., Singh R.P., Suman R., Management 4.0: Concept, applications and advancements, [w:] "Sustainable Operations and Computers", 2023, 4, pp. 10-21. DOI: https://doi.org/10.1016/j.susoc.2022.10.002.
Google Scholar
30. Hernandez J.G.V. and Ortega R.P., Bounded rationality in decision-making, [w:] "MOJ Research Review", 2019, 2(6), pp. 280-282. Available at: https://www.researchgate.net/publication/354784802_Bounded_rationality_in_decision-making (Accessed: 16 August 2025).
Google Scholar
31. Jain N., Sreerag, AI and Automation in HR: Transforming Recruitment and Talent Management, [w:] "Journal of Human Resource Management Studies" 2024, 7(1). DOI: https://doi.org/10.33545/26633213.2024.v6.i2e.244.
Google Scholar
32. Joshi S., Leadership in the Age of AI: Review of Quantitative Models and Visualization for Managerial Decision-Making, 2025, Available at: https://ssrn.com/abstract=5223882 (Accessed: 23 July 2024).
Google Scholar
33. Kalantarinejad R., Ventresca M., Perez-Crespillo A., Future of Innovation by the Impact of AI 2024. Available at: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4884834 (Accessed: 23 July 2024).
Google Scholar
34. Keller S., Schaninger B., Beyond Performance 2.0: A Proven Approach to Leading Large-Scale Change. Hoboken, NJ: Wiley 2019.
Google Scholar
35. Khamitkar S., Kshirsagar A., Review paper - Recruitment using AI, [w:] "International Journal of Scientific Research in Engineering and Management" (IJSREM), 2024, 8(1), pp. 1-6. DOI:10.55041/IJSREM27918.
Google Scholar
36. Khan M.I., Parahyanti E., Hussain S., The Role of Generative AI in Human Resource Management: Enhancing Operational Efficiency, Decision- Making, and Addressing Ethical Challenges, [w:] "Asian Journal of Logistics Management", 2024, 3(2), pp. 104-125. DOI: https://doi.org/10.14710/ajlm.2024.24671.
Google Scholar
37. Korentsides J., Teamwork and Artificial Intelligence (AI): Examining the Effects of Teammate Identity, Deception, and AI Literacy on Team Dynamics and Performance in Human-Human vs. Human-AI Teams. Doctoral dissertation. Embry-Riddle Aeronautical University, 2025.
Google Scholar
38. Kubiak E., Efremova M.I., Baron S., Frasca K.J., Gender equity in hiring: examining the effectiveness of a personality-based algorithm, [w:] "Frontiers in PsychPsychology", 2023, 14, pp. 1-12. DOI:10.3389/fpsyg.2023.1219865.
Google Scholar
39. Lee J.D. and See K.A., Trust in automation: Designing for appropriate reliance, [w:] "Human Factors", 2004, 46 (1), pp. 50-80. DOI:10.1518/hfes.46.1.50_30392.
Google Scholar
40. Madanchian M., Taherdoost H., Mohamed N., AI-Based Human Resource Management Tools and Techniques: A Systematic Literature Review, [w:] "Procedia Computer Science", 2023, 229, pp. 367-377. DOI:10.1016/j.procs.2023.12.039.
Google Scholar
41. Martin H., James J., Chadee A., Exploring Large Language Model AI Tools in Construction Project Risk Assessment: Chat GPT Limitations in Risk Identification, Mitigation Strategies, and User Experience, [w:] "Journal of Construction Engineering and Management", 2025. DOI:10.1061/JCEMD4.COENG-16658.
Google Scholar
42. McKinsey & Company, The next innovation revolution - powered by AI, 2025. Available at: https://www.mckinsey.com.br/capabilities/quantumblack/our-insights/the-next-innovation-revolution-powered-by-ai (Accessed: 24 May 2024).
Google Scholar
43. Nishar S., The Role of Artificial Intelligence in Transforming Human Resource Management: A Literature Review, [w:] "Journal of Artificial Intelligence & Cloud Computing", 2022, SRC/JAICC-167.
Google Scholar
44. Nyathani R., AI in Performance Management: Redefining Performance Appraisals in the Digital Age, [w:] "Journal of Artificial Intelligence & Cloud Computing", 2023. DOI:10.47363/JAICC/2023(2)134.
Google Scholar
45. Olan F., Arakpogun E.O., Suklan J., Nakpodia F., Damij N., Jayawickrama U., Artificial intelligence and knowledge sharing: An empirical study, Journal of Business Research, 145, pp. 605-615.
Google Scholar
46. Olan F., Arakpogun E.O., Suklan J., Nakpodia F., Damij N., Jayawickrama U., (2022b), Artificial intelligence and knowledge sharing: Contributing factors to organizational performance, [w:] "Journal of Business Research", 2022, 145, pp. 605-615.
Google Scholar
47. Pasigai M.A., Rachman M., Rasulong I., Human Capital Management in the Digital and ESG Era: A Systematic Review of Trends, Gaps and Strategic Implications, [w:] "Cognizance Journal of Multidisciplinary Studies", 2025, 5(6), pp. 379-397. DOI:10.47760/cognizance.2025. v05i06.031.
Google Scholar
48. Pavlou P.A., Internet of Things - Will Humans be Replaced or Augmented? [w:] "GFK Marketing Intelligence Review", 2018, 10(2), pp. 42-47.
Google Scholar
49. Radaceanu E., Management, Artificial Intelligence & Robotics, in Proceedings of OPTIROB'07 Conference, Predeal, 2007, 26 May, pp. 181-188.
Google Scholar
50. Radaceanu E., Artificial Intelligence & Robots for Performance Management - Some Methodic Aspects, IFAC Proceedings Volumes, 2007, 40(14), pp. 181-188.
Google Scholar
51. Ramani R., Artificial Intelligence in Human Resource Management: Advancements and Implications, [w:] "International Journal for Multidisciplinary Research", 2023, https://www.ijfmr.com/research-paper.php?id=21444.
Google Scholar
52. Rao, T.V., Performance Management: Toward Organizational Excellence, New Delhi: Sage Publications, 2016.
Google Scholar
53. Riaz H., Artificial Intelligence in Employee Performance Evaluation and Its Managerial Implication, [w:] "Journal of Informatics Education and Research", 2024, 4(1), pp. 1-7. DOI: 10.26881/etil.2018.76.01.
Google Scholar
54. Riaz H., Artificial Intelligence and Performance Measurement System Integration: A Model for Enhancing Employee Performance Evaluation, [w:] "Journal of Informatics Education and Research", 2024, 4(1), https://doi.org/10.52783/jier.v4i1.559.
Google Scholar
55. Riaz H., Ghanghas S., AI-Based Human Resource Management Tools and Techniques: A Systematic Literature Review, [w:] "Journal of Informatics Education and Research", 2024, 4(1), s. 367-377. DOI:10.1016/j.procs.2023.12.039.
Google Scholar
56. Riaz H., Ghanghas S., Artificial Intelligence in Employee Performance Evaluation and Its Managerial Implication, [w] "Journal of Informatics Education and Research", 2024, 4(1), s. 367-377. DOI: 10.1016/j.procs.2023.12.039.
Google Scholar
57. Sabil S., Bangkara B.M.A.S.A., Mogea T., Niswan E., Timotius E., Identification of HRM Improvement Strategy Using Artificial Intelligence in Modern Economic Development, [w:] "International Journal of Professional Business Review", 2023, 8(6), pp. 1-14. DOI:10.26668/businessreview/2023.v8i6.1835.
Google Scholar
58. Saraswathi T., Karthikeyan M., Balakrishnan C., Nithya T., Maheswari B., Subramanian R.S., Artificial Intelligence in Human Resource Management: Advancements, Implications and Future Prospects, [w:] "International Journal on Recent and Innovation Trends in Computing and Communication", 2023, 11(11s), pp. 266-281. DOI: 10.17762/ijritcc.v11i11s.8099.
Google Scholar
59. Satish L., From HR Analytics to Algorithmic Management: A Critical Review of Digital Control in Human Resource Practice, 2025, SSRN. Paper No. 5370737. DOI: 10.31235/osf.io/nu6p5.
Google Scholar
60. Sears J., Smallwood M., (2023), How artificial intelligence can augment a people-centered workforce, EY Insights. Available at: https://www.ey.com/en_gl/insights/workforce/how-artificial-intelligence-can-augment-a-people-centered-workforce (Accessed: 17 August 2025).
Google Scholar
61. Singla A., Sukharevsky A., Berteletti E., Yee L., Chui M., (2025), Thenext innovation revolution - powered by AI. McKinsey & Company. Available at: https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-next-innovation-revolution-powered-by-ai (Accessed: 17 August 2025).
Google Scholar
62. Smith R., King D., Sidhu R., Skelsey D., The Effective Change Manager's Handbook: Essential Guidance to the Change Management Body of Knowledge, London: Kogan Page, 2015.
Google Scholar
63. Snyder, H., Literature review as a research methodology: An overview and guidelines, [w:] "Journal of Business Research", 2019, 104, pp. 333-339. DOI:10.1016/j.jbusres.2019.07.039.
Google Scholar
64. Stach P., Zarządzanie efektywnością zespołów pracowniczych. Wydawnictwo WSEI, 2024. DOI: 10.60154/Zarzadzanieefektywnoscia zespolow/2024.
Google Scholar
65. Sujatha G., Gajawada B.T., Maneendra P., Sidhartha S.S., Jobfitai: Automated skill-based classification and matching of candidates to relevant job openings, [w:] "Journal of Science Engineering Technology and Management Science", 2025, 2(7S), pp. 98-107. DOI:10.63590/jsetms.2025.v02.i07(S).98-107.
Google Scholar
66. Tripathi M.A., Komatiguntala D., Moorthygari S.L., Dadhabai S., Mishra A., Bommisetti R.K., Artificial Intelligence-Driven Talent Acquisition Predictive Modelling and Sentiment Analysis for Enhancing Recruitment Efficiency in Human Res ource Management, [w:] "Journal of Machine and Computing", 2025, pp. 1852-1863. DOI:10.53759/7669/jmc202505145.
Google Scholar
67. Walker G.H., Stanton N.A., Salmon P.M., A review of sociotechnical systems theory: A classic concept for new command and control paradigms, Theoretical Issues in Ergonomics Science, 2008, 9(6), pp. 479-499. DOI:10.1080/14639220701635470.
Google Scholar
68. World Economic Forum & Accenture, AI in Action: Beyond Experimentation to Transform Industry, Flagship White Paper Series. Geneva: World Economic Forum, 2025.
Google Scholar
69. World Economic Forum & PwC, Leveraging Generative AI for Job Augmentation and Workforce Productivity: Scenarios, Case Studies and a Framework for Action. Insight Report. Geneva: World Economic Forum, 2024.
Google Scholar
70. Wuisan S.D.S., Sunardjo R.A., Aini Q., Yusuf N.A., Rahardja U., Integrating Artificial Intelligence in Human Resource Management: A SmartPLS Approach for Entrepreneurial Success, Aptisi Transactions on Technopreneurship (ATT), 2023, 5(3), pp. 334-345.
Google Scholar
English
Język Polski
https://doi.org/10.60154/ZeszytyNaukoweWSEI.2025.21.1.10
