Artificial Intelligence and Digital Competence in Digital HRM: How Educational Collaboration Moderates HR Effectiveness

DOI: https://doi.org/10.33650/jumpa.v7i1.15269
Authors

(1) * Purjianto Purjianto   (Institut Teknologi Sawit Indonesia, Indonesia)  
        Indonesia
(2)  Sri Wahyuni   (Universitas Dharmawangsa, Indonesia)  
        Indonesia
(*) Corresponding Author

Abstract


The rapid advance of digital transformation has positioned Artificial Intelligence as a decisive force in reshaping human resource management, yet its value depends not on technology alone but on the digital competence of human resources and the systems through which both are operationalised. Existing studies tend to examine technology and competence separately, and they rarely account for the role of education in cultivating the digital readiness that effective digital human resource management requires. This study aims to develop and test an integrated model of Digital Human Resource Management grounded in Artificial Intelligence in order to explain the effectiveness of human resource management within the context of collaboration between organisations and the educational sector. The study employed a quantitative approach with an explanatory design, drawing on data from 150 respondents comprising human resource practitioners, managers, and academics selected through purposive sampling. The data were analysed using Partial Least Squares Structural Equation Modeling with the assistance of SmartPLS. The results demonstrate that artificial intelligence and digital competence both exert significant positive effects on digital human resource management, which in turn produces the strongest direct effect on human resource effectiveness, while the two antecedents also influence effectiveness directly to a lesser degree. These findings position digital human resource management as the central construct linking technological capability and digital competence to organisational effectiveness. The implications of this study indicate that organisations should embed artificial intelligence investment within mature digital human resource systems and prioritise the cultivation of digital competence through collaboration with education as a strategic foundation of effectiveness.


Keywords

Artificial Intelligence, Digital Human Resource Management, Digital Competence, Human Resource Effectiveness, Education Collaboration



Full Text: PDF



References


Al-Shammari, S., & Alzghoul, A. (2025). Enhancing Banks’ HR Service Quality Through Digital Transformation: Investigating the Moderating Role of Human-AI Collaboration. Banks and Bank Systems, 20(4), 125–137. https://doi.org/10.21511/bbs.20(4).2025.11

Anthonysamy, L. A. P., Siddika, A., & Aqlily, N. R. (2025). Navigating Cultural Barriers: The Role of Socio-Technical Systems in Digital Transformation Readiness in SMEs. Emerging Science Journal, 9(3), 1231–1246. https://doi.org/10.28991/ESJ-2025-09-03-06

Bujold, A., Roberge-Maltais, I., Parent-Rocheleau, X., Boasen, J., Sénécal, S., & Léger, P.-M. (2024). Responsible Artificial Intelligence in Human Resources Management: A Review of the Empirical Literature. AI and Ethics, 4(4), 1185–1200. https://doi.org/10.1007/s43681-023-00325-1

Chilunjika, A., Intauno, K., & Chilunjika, S. R. (2022). Artificial Intelligence and Public Sector Human Resource Management in South Africa: Opportunities, Challenges and Prospects. SA Journal of Human Resource Management, 20. https://doi.org/10.4102/sajhrm.v20i0.1972

David, M. E., David, F. R., & David, F. R. (2021). Closing the Gap Between Graduates’ Skills and Employers’ Requirements: A Focus on the Strategic Management Capstone Business Course. Administrative Sciences, 11(1). https://doi.org/10.3390/admsci11010010

Del Giudice, M., Scuotto, V., Orlando, B., & Mustilli, M. (2023). Toward the Human–Centered Approach: A Revised Model of Individual Acceptance of AI. Human Resource Management Review, 33(1). https://doi.org/10.1016/j.hrmr.2021.100856

Fenwick, A., Molnar, G., & Frangos, P. (2024). The Critical Role of HRM in AI-Driven Digital Transformation: A Paradigm Shift to Enable Firms to Move from AI Implementation to Human-Centric Adoption. Discover Artificial Intelligence, 4(1). https://doi.org/10.1007/s44163-024-00125-4

Guest, D., Knox, A., & Warhurst, C. (2022). Humanizing Work in the Digital Age: Lessons from Socio-Technical Systems and Quality of Working Life Initiatives. Human Relations, 75(8), 1461–1482. https://doi.org/10.1177/00187267221092674

Höyng, M., & Lau, A. (2023). Being Ready for Digital Transformation: How to Enhance Employees’ Intentional Digital Readiness. Computers in Human Behavior Reports, 11. https://doi.org/10.1016/j.chbr.2023.100314

Jhantasana, C. (2023). Should a Rule of Thumb Be Used to Calculate PLS-SEM Sample Size. Asia Social Issues, 16(5), e254658. https://doi.org/10.48048/asi.2023.254658

Jing, Z., Zheng, Y., & Guo, H. (2023). A Study of the Impact of Digital Competence and Organizational Agility on Green Innovation Performance of Manufacturing Firms—The Moderating Effect Based on Knowledge Inertia. Administrative Sciences, 13(12). https://doi.org/10.3390/admsci13120250

Khatib, O., & Alshawabkeh, K. (2022). Digital Transformation and Its Impact on Strategic Supremacy Mediating Role of Digital HRM: An Evidence From Palestine. WSEAS Transactions on Business and Economics, 19, 197–221. https://doi.org/10.37394/23207.2022.19.20

McCarthy, P., Sammon, D., & Alhassan, I. (2025). Practice Inspired Critical Success Factors for “Doing” Digital Transformation. Information Technology and People. https://doi.org/10.1108/ITP-04-2024-0481

Micle, V., & Sur, I. M. (2021). Experimental Investigation of a Pilot-Scale Concerning Ex-Situ Bioremediation of Petroleum Hydrocarbons Contaminated Soils. Sustainability (Switzerland), 13(15). https://doi.org/10.3390/su13158165

Ongesa Nyamboga, T. (2025). Enhancing Strategic Agility and Real Time Decision-Making in the Technology Sector: Exploring the Role of AI and e-HRM Systems. F1000Research, 14. https://doi.org/10.12688/f1000research.167708.1

Philippart, M. H. (2022). Success Factors to Deliver Organizational Digital Transformation. Journal of Global Information Management, 30(8), 1–17. https://doi.org/10.4018/jgim.304068

Podgorodnichenko, N., Edgar, F., & Akmal, A. (2022). An Integrative Literature Review of the CSR-HRM Nexus: Learning from Research-Practice Gaps. Human Resource Management Review, 32(3). https://doi.org/10.1016/j.hrmr.2021.100839

Prikshat, V., Islam, M., Patel, P., Malik, A., Budhwar, P., & Gupta, S. (2023). AI-Augmented HRM: Literature Review and a Proposed Multilevel Framework for Future Research. Technological Forecasting and Social Change, 193. https://doi.org/10.1016/j.techfore.2023.122645

Qiao, G., Li, Y., & Hong, A. (2024). The Strategic Role of Digital Transformation: Leveraging Digital Leadership to Enhance Employee Performance and Organizational Commitment in the Digital Era. Systems, 12(11). https://doi.org/10.3390/systems12110457

Ramesh, N. (2022). The Success (or Failure) of Your Digital Transformation Hinges on Digital Customer Experience. IEEE Engineering Management Review, 50(1), 28–30. https://doi.org/10.1109/EMR.2022.3150315

Reddy, P., Chaudhary, K., & Hussein, S. (2023). A Digital Literacy Model to Narrow the Digital Literacy Skills Gap. Heliyon, 9(4). https://doi.org/10.1016/j.heliyon.2023.e14878

Sungida Akther Lima. (2024). Algorithmic Fairness in HRM Balancing AI-Driven Decision Making with Inclusive Workforce Practices. Journal of Information Systems Engineering and Management, 9(4s), 2760–2769. https://doi.org/10.52783/jisem.v9i4s.13251

Taj, F., Kautz, K., & Bruno, V. (2021). The Coevolution of Routines and IT Systems in IT-Enabled Organizational Transformation as an Instance of Digital Transformation: A Social Constructivist Perspective. Australasian Journal of Information Systems, 25, 1–26. https://doi.org/10.3127/AJIS.V25I0.2855

Theres, C., & Strohmeier, S. (2023). Met the Expectations? A Meta-Analysis of the Performance Consequences of Digital HRM. International Journal of Human Resource Management, 34(20), 3857–3892. https://doi.org/10.1080/09585192.2022.2161324

Theres, C., & Strohmeier, S. (2024). Consolidating the Theoretical Foundations of Digital Human Resource Management Acceptance and Use Research: A Meta-Analytic Validation of UTAUT. Management Review Quarterly, 74(4), 2683–2715. https://doi.org/10.1007/s11301-023-00367-z

Vadithe, R. N., & Kesari, B. (2025). Impact of HR Digitalisation on HR Transformation, HR Analytics and Artificial Intelligence: A Mediation Analysis. South Asian Journal of Human Resources Management. https://doi.org/10.1177/23220937251326985

Wang, L., Zhou, Y., & Zheng, G. (2022). Linking Digital HRM Practices with HRM Effectiveness: The Moderate Role of HRM Capability Maturity From the Adaptive Structuration Perspective. Sustainability (Switzerland), 14(2). https://doi.org/10.3390/su14021003

Wang, S., & Zhang, H. (2025). Enhancing SMEs Sustainable Innovation and Performance Through Digital Transformation: Insights from Strategic Technology, Organizational Dynamics, and Environmental Adaptation. Socio-Economic Planning Sciences, 98. https://doi.org/10.1016/j.seps.2024.102124

Yu, J., & Moon, T. (2021). Impact of Digital Strategic Orientation on Organizational Performance Through Digital Competence. Sustainability (Switzerland), 13(17). https://doi.org/10.3390/su13179766

Zakaria, E., Hadiyan, H., & Lawrence, L. (2025). Impact of Digital Era Transformation on Human Resource Management. APTISI Transactions on Management (ATM), 9(1), 12–19. https://doi.org/10.33050/atm.v9i1.2379


Dimensions, PlumX, and Google Scholar Metrics

10.33650/jumpa.v7i1.15269


Refbacks

  • There are currently no refbacks.


Copyright (c) 2026 Purjianto, Sri Wahyuni


Published By
Lembaga Penerbitan, Penelitian, dan Pengabdian kepada Masyarakat (LP3M) Universitas Nurul Jadid
Jl. PP. Nurul Jadid, Karanganyar Paiton Probolinggo Jawa Timur 67291, Indonesia

License
Creative Commons Attribution-NonCommercial-ShareAlike 4.0


© 2026 Jumpa: Jurnal Manajemen Pendidikan | Universitas Nurul Jadid