Digital Transformation and Human Resource Development for Operational Performance: A PLS-SEM Approach
DOI:
https://doi.org/10.35447/jitekh.v14i1.1332Keywords:
Digital Transformation, Human Resource Development, Operational Performance, PLS-SEM, Organizational PerformanceAbstract
This study investigates the structural relationships between Digital Transformation, Human Resource Development, and Operational Performance using the Partial Least Squares-Structural Equation Modeling (PLS-SEM) approach. The research aims to examine how digital initiatives and human resource capability development contribute to improving operational performance in organizations. Data were collected from 200 respondents involved in operational and digital transformation activities. The results indicate that Digital Transformation significantly enhances Operational Performance by improving process efficiency, flexibility, and productivity through the integration of digital technologies and data-driven decision systems. Human Resource Development also has a significant positive effect on Operational Performance by strengthening employee competencies, training effectiveness, and learning culture. In addition, Human Resource Development significantly influences Digital Transformation, indicating that employee readiness and capability are critical factors for successful digital implementation. The structural model demonstrates strong explanatory power and predictive relevance, indicating that the integration of technological transformation and human capital development plays an important role in improving operational performance. These findings provide managerial insights for organizations seeking to align digital transformation strategies with human resource development initiatives to achieve sustainable operational improvements.
Downloads
References
J. M. Hutapea, “Human Resource Development Strategy in Medan City, North Sumatra,” Res. Horiz., vol. 0696, pp. 81–90, 2024.
Naiara Escribá CardaAna M. Redondo-CanoAna M. Redondo-CanoEscribá-Moreno MarianEscribá-Moreno Marian, “Firms Digital Transformation and E-Human Resource Management . A Qualitative Approach,” TEC Empres., vol. 18, no. 3, pp. 103–128, 2024, doi: 10.18845/te.v18i3.7289.
A. Smartpls, SmartPLS 4.0 Application for Beginner Statisticians, no. October. Pasar Kemis, Tangerang Banten – Indonesia: Minhaj Pustakad, 2024.
Y. Haji-othman, M. Sholeh, and S. Yusuff, “Data Analysis Using Partial Least Squares Structural Equation Modeling ( PLS-SEM ) in Conducting Quantitative Research,” Int. J. Acad. Res. Bus. Soc. Sci., vol. 14, no. 10, pp. 2380–2388, 2024, doi: 10.6007/IJARBSS/v14-i10/23364.
G. Zhang et al., “Study on the Influencing Factors of Digital Transformation of Construction Enterprises from the Perspective of Dual Effects — A Hybrid Approach Based on PLS-SEM and fsQCA,” Sustain., vol. 15, 2023, doi: https://doi.org/10.3390/ su15076317.
P. G. Subhaktiyasa, “PLS-SEM for Multivariate Analysis : A Practical Guide to Educational Research Using Smart-PLS,” J. Educ. Learn. Innov., vol. 4, no. 3, 2024, doi: https://doi.org/10.35877/454RI.eduline2861.
E. Garem, F. Business, R. Ahmed, and E. Garem, “HR digital transformation : enhancing human resource management through technology,” Futur. Bus. Journal., vol. 12:5, 2026, doi: https://doi.org/10.1186/s43093-025-00703-7.
R. Sucianti, E. Ambalele, and A. H. Tellu, “Human Resource Management Transformation in the Digital Age : Recent Trends and Implications,” Int. J. Appl. Res. Sustain. Sci., vol. 1, no. 3, pp. 239–258, 2023, doi: https://doi.org/10.59890/ijarss.v1i3.902.
H. Mahmoud, A. A. Ali, A. A. Alrifae, R. A. Eitah, and M. M. Alzubi, “The impact of digital HRM system and digital transformation on HR efficiency with organizational agility as a moderator,” Major. Sci. J., vol. 6:1038, 2025, doi: https://doi.org/10.61942/msj.v3i1.275.
at. et Ismail Pane, Mixed Method Research Design, no. November. Pidie Provinsi Aceh: Yayasan Penerbit Muhammad Zaini, 2022.
Dedi Rianto Rahadi, Introduction to Partial Least Squares Structural Equation Modeling (PLS-SEM), no. August. Tasikmalaya Provinsi Jawa Barat: Penerbit Lentara Ilmu Madani, 2023. doi: 10.1007/978-3-030-80519-7.
V. A. Hadju, U. N. Gorontalo, U. Aulia, and U. N. Gorontalo, Mixed Method Research Design Mixed Method Research Design, no. November. 2022.
J. Zhang, J. Long, A. Martina, and E. Von Schaewen, “How Does Digital Transformation Improve Organizational Resilience ? Findings from PLS-SEM and fsQCA,” Sustain., pp. 1–22, 2023, doi: https://doi.org/10.3390/su132011487.
at Fira Dwi Wardani, et., “Rantai Pasok dan Strategi Pengembangan Virgin Coconut Oil (VCO) CV. Aji Saka Kelapa,” Rantai Pasok dan Strateg. Pengemb. VCO, vol. 11, pp. 26–44, 2025.
at Ilma Fahmi Aziza, et., Research Methodology: Qualitative and Quantitative Approaches, no. May. Kab. Agam, Sumatera Barat: Llauk Puyu Press, 2024.
P. C. Verhoef et al., “Digital transformation : A multidisciplinary re fl ection and research agenda ☆,” J. Bus. Res., vol. 122, no. November 2019, pp. 889–901, 2021, doi: 10.1016/j.jbusres.2019.09.022.
W. Tiolina Evi and Rachbini, Partial Least Squares (Theory and Practice). Tahta Media Group, 2022.
M. H. Miraz and S. Annamalah, “Integrating PLS-SEM and NVivo in Mixed-Methods Educational Research : A Comprehensive Evaluation of Quantitative and Qualitative Analytical Tools,” Educ. Process Int. J., vol. 19 (1), pp. 1–34, 2025, doi: https://doi.org/10.22521/edupij.2025.19.531.
P. D. Samsu, S.Ag., M.Pd.I., Research Methodology: Theory and Application of Qualitative, Quantitative, Mixed Methods, and Research and Development, no. May 2021. Jambi: Pusat Studi Agama dan Kemasyarakatan (PUSAKA), 2021.
J. Cui and G. Scholar, “Digital Transformation and Green HRM in Supply Chain Management : The Moderating Role of Human-AI Collaborative Interaction Digital Transformation and Green HRM in Supply Chain Management : The Moderating Role of Human-AI Collaborative Interaction,” Technol. Enterp. Sustain., pp. 0–9, 2025, doi: 10.20944/preprints202505.0214.v1.
I. Budiarti and D. Firmansyah, “Innovation Capability: Digital Transformation of Human Resources and Digital Talent In SMES,” J. East. Eur. Cent. Asian Res., vol. 11, no. 3, pp. 621–637, 2024, doi: https://doi.org/10.15549/jeecar.v11i3.1709.
S. Sabet, “Multibody for Everybody ( M4E ): A Symbolic Dynamics Modeling Tool with Applications in Simulation, Control, and Optimization,” Mach., vol. 14, pp. 1–30, 2026, doi: https://doi.org/10.3390/machines14020145.
A. Setyadi, S. Pawirosumarto, A. Damaris, and D. Syarif, “Integrating green HRM and sustainable operations : the moderating role of digital transformation in the Indonesian energy sector,” Dev. Sustain., vol. 6, 2025, doi: https://doi.org/10.1007/s43621-025-01764-y.
L. Khanh, N. Nguyen, S. Howick, and I. Megiddo, “A framework for conceptualising hybrid system dynamics and agent-based simulation models,” Eur. J. Oper. Res., vol. 315, no. 3, pp. 1153–1166, 2024, doi: 10.1016/j.ejor.2024.01.027.
C. M. Ringle and M. Sarstedt, Partial Least Squares Structural Equation Modeling ( PLS-SEM ) Using R. Switzerland: Springer Nature Switzerland AG, 2021.
M. Asif, L. Yang, and M. Hashim, “The Role of Digital Transformation , Corporate Culture , and Leadership in Enhancing Corporate Sustainable Performance in the Manufacturing Sector of China,” Sustain. MDPI, 2024, doi: https://doi.org/10.3390/ su16072651.
D. Wiyono, D. A. Dewi, E. Ambiapuri, N. A. Parwitasari, and D. Supardi, “Strategic ESG-Driven Human Resource Practices : Transforming Employee Management for Sustainable Organizational Growth,” J. Organ. dan Manaj., vol. 21, no. 1, pp. 65–82, 2025, doi: 10.33830/jom.v21i1.9786.2025.
T. Y. Khaw, A. P. Teoh, S. Nabiha, and A. Khalid, “The impact of digital leadership on sustainable performance : a systematic literature review,” J. Manag. Entrep. Res., no. October 2022, 2023, doi: 10.1108/JMD-03-2022-0070.
S. D. Boyles and N. E. Lownes, Transportation Network Analysis, vol. I. The University of Texas at Austin: University of Connecticut, 2025.
F. Kurtaliqi, C. Lancelot, and G. Viglia, “Using Advanced Mixed Methods Approaches : Combining PLS-SEM and Qualitative Studies,” J. Bus. Res., vol. 172, no. January 2023, 2024, doi: 10.1016/j.jbusres.2023.114464.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Taufiqurrahman Hasibuan, Abdurrozzaq Hasibuan, Suhela Putri Nasution

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.





.png)


.png)














