Understanding Employee Productivity Through Digital HRM and Self-Efficacy: Evidence from Banking Employees

  • Dodi Saputra Chairullah Master of Management Program, Balikpapan University
  • Marlinda Waty Master of Management Program, Balikpapan University
  • Nurlia Nurlia Master of Management Program, Balikpapan University
  • Tutik Yuliani Management Department, Balikpapan University
Keywords: Digital HRM, Self-Efficacy, Employee Productivity, Banking Employees, Social Cognitive Theory

Abstract

The banking industry is experiencing rapid digital transformation, encouraging organizations to adopt Digital Human Resource Management (Digital HRM) practices to enhance employee performance and organizational effectiveness. This study aims to examine the effect of Digital HRM on employee productivity and investigate the mediating role of self-efficacy among banking employees in Balikpapan City, Indonesia. A quantitative approach was employed using survey data collected from 100 banking employees selected through purposive sampling. Data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings reveal that Digital HRM has a positive and significant effect on employee productivity. Furthermore, Digital HRM significantly enhances employees’ self-efficacy, which in turn positively influences employee productivity. The mediation analysis confirms that self-efficacy significantly mediates the relationship between Digital HRM and employee productivity. These results support Social Cognitive Theory by demonstrating that organizational digital resources contribute to improved employee outcomes through psychological mechanisms. The study provides practical implications for banking institutions by highlighting the importance of integrating digital HR practices with initiatives aimed at strengthening employee confidence and capability in utilizing digital technologies. Ultimately, effective Digital HRM implementation can serve as a strategic tool for improving workforce productivity in the banking sector.

Author Biographies

Marlinda Waty, Master of Management Program, Balikpapan University

Lecturer at Master of Management Program
Balikpapan University
Balikpapan, Indonesia

Nurlia Nurlia, Master of Management Program, Balikpapan University

Lecturer at Master of Management Program
Balikpapan University
Balikpapan, Indonesia

Tutik Yuliani, Management Department, Balikpapan University

Lecturer at Management Department
Balikpapan University
Balikpapan, Indonesia

References

Bandura, A. (1999). Social Cognitive Theory: An Agentic Perspective. Asian Journal of Social Psychology, 2(1), 21–41. https://doi.org/10.1111/1467-839X.00024

Bartel, Ann P. (2004). Human Resource Management and Organizational Performance: Evidence from Retail Banking. ILR Review, 57(2), 181–203. https://doi.org/10.1177/001979390405700202

Dare, S. E., van Dijk, W. W., van Dijk, E., van Dillen, L. F., Gallucci, M., & Simonse, O. (2023). How Executive Functioning and Financial Self-efficacy Predict Subjective Financial Well-Being via Positive Financial Behaviors. Journal of Family and Economic Issues, 44(2), 232–248. https://doi.org/10.1007/s10834-022-09845-0

Delery, J. E., & Roumpi, D. (2017). Strategic human resource management, human capital and competitive advantage: is the field going in circles? Human Resource Management Journal, 27(1), 1–21. https://doi.org/10.1111/1748-8583.12137

Fu, F., Zha, W., & Zhou, Q. (2023). The Impact of Enterprise Digital Capability on Employee Sustainable Performance: From the Perspective of Employee Learning. In Sustainability (Vol. 15, Issue 17, p. 12897). https://doi.org/10.3390/su151712897

Gun, L., Imamoglu, S. Z., Turkcan, H., & Ince, H. (2024). Effect of Digital Transformation on Firm Performance in the Uncertain Environment: Transformational Leadership and Employee Self-Efficacy as Antecedents of Digital Transformation. In Sustainability (Vol. 16, Issue 3, p. 1200). https://doi.org/10.3390/su16031200

Gupta, M., Hassan, Y., Pandey, J., & Kushwaha, A. (2021). Decoding the dark shades of electronic human resource management. International Journal of Manpower, 43(1), 12–31. https://doi.org/10.1108/IJM-11-2020-0512

Hair, J. F., Howard, M. C., & Nitzl, C. (2021). Review of Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook. In Structural Equation Modeling: A Multidisciplinary Journal (Vol. 30, Issue 1). https://doi.org/10.1080/10705511.2022.2108813

Hair, J. F., Page, M., & Brunsveld, N. (2022). Essentials of Business Research Methods (14th ed.). Routledge. https://doi.org/10.4324/9780367330743

Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203

Halik, J. B., Lintang, J., & Patandean, E. H. B. (2024). The role of employee productivity through digitalization in increasing the performance of culinary SMEs. Brazilian Journal of Development, 10(2). https://doi.org/10.34117/bjdv10n2-047

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8

Hu, D., & Lan, Y. (2024). The dual path effect mechanism study of digital-HRM on employee innovative performance and cyberloafing. PLOS ONE, 19(8), e0307195. https://doi.org/10.1371/journal.pone.0307195

Jiang, K., Lepak, D. P., Hu, J., & Baer, J. C. (2012). How Does Human Resource Management Influence Organizational Outcomes? A Meta-analytic Investigation of Mediating Mechanisms. Academy of Management Journal, 55(6), 1264–1294. https://doi.org/10.5465/amj.2011.0088

Koopmans, Linda, Bernaards, Claire M, Hildebrandt, Vincent H, de Vet, Henrica C W, & van der Beek, Allard J. (2014). Measuring individual work performance: Identifying and selecting indicators. WORK, 48(2), 229–238. https://doi.org/10.3233/WOR-131659

Lemeshow, S., Hosmer, D. W., Klar, J., & Lwanga, S. K. (1990). Adequacy of Sample Size in Health Studies. John Wiley & Sons. https://doi.org/10.1002/9781118785317

Londong, A. S., Loda, M. N., Halik, J. B., Jaya, A., & Paridi, A. (2024). Moderation of open innovation on the impact of influencer marketing on decisions to purchase Hanasui cosmetic products at Tiktok Shop. Brazilian Journal of Development, 10(1), 621–643. https://doi.org/10.34117/bjdv10n1-038

Lóska, Gergely, & Uotila, Juha. (2024). Digital Transformation in Corporate Banking: Toward a Blended Service Model. California Management Review, 66(3), 93–115. https://doi.org/10.1177/00081256231207429

Memon, M. A., Ramayah, T., Ting, H., & Cheah, J. (2025). PURPOSIVE SAMPLING : A REVIEW AND GUIDELINES FOR QUANTITATIVE RESEARCH. Journal of Applied Structural Equation Modeling, 9(1), 1–23. https://doi.org/10.47263/JASEM.9(1)01

Munir, S. M., Nur, R., & Putri, A. (2024). The Mediating Role of Self-Efficacy in Shapins Financial Behavior. International Summit on Science Technology and Humanity (ISETH 2024), 730–738.

Oyoru, R. A., Otohinoyi, S. O., Towoju, A. J. T., & Birisan, L. Y. B. (2026). Digital Human Resource Management and Organizational Performance: The Role of E-Recruitment and E-Compensation in Nigeria’s Banking Sector. Journal of Administrative Science, 23(1), 264–283. https://doi.org/10.24191/jas.v23i1.9772

Pan, Y., & Froese, F. J. (2023). An interdisciplinary review of AI and HRM: Challenges and future directions. Human Resource Management Review, 33(1), 100924. https://doi.org/10.1016/j.hrmr.2022.100924

Pangeran, & Ismayani. (2023). THE USAGE OF E-HRM AND HRM EFFECTIVENESS: EMPIRICAL EVIDENCE FROM THE INDONESIAN BANKING SECTOR. International Journal of Educational Review, Law And Social Sciences (IJERLAS), 3(4 SE-Articles), 1278–1296. https://doi.org/10.54443/ijerlas.v3i4.971

Sekaran, U., & Bougie, R. (2017). Research Method for Business (6th ed.). Salemba Empat.

Shaikh, F., Afshan, G., Anwar, R. S., Abbas, Z., & Chana, K. A. (2023). Analyzing the impact of artificial intelligence on employee productivity: the mediating effect of knowledge sharing and well-being. Asia Pacific Journal of Human Resources, 61(4), 794–820. https://doi.org/10.1111/1744-7941.12385

Singarimbun, M & Effendi, S. (2008). Metode Penelitian Survei. LP3ES.

Sotiropoulos, V., & Astous, A. (2013). Attitudinal , Self-Efficacy , and Social Norms Determinants of Young Consumers ’ Propensity to Overspend on Credit Cards. Journal of Consumer Policy, 26(2013), 179–196. https://doi.org/10.1007/s10603-013-9223-3

Sri Anissa, S. A., Siahaan, E., & Lumbanraja, P. (2024). Impact of digital transformation on banking employee performance with self-efficacy as a mediator. Problems and Perspectives in Management, 22(4), 523–531. https://doi.org/10.21511/ppm.22(4).2024.39

Stajkovic, A. D., & Luthans, F. (1998). Self-efficacy and work-related performance: A meta-analysis. Psychological Bulletin, 124(2), 240–261. https://doi.org/10.1037/0033-2909.124.2.240

Susanti, R., Lambe, K. H. P., & Gunadi, H. (2024). Pengaruh Motivasi, Disiplin dan Lingkungan Kerja terhadap Kinerja Pegawai pada Yayasan Kristen Wamena Kabupaten Jayawijaya. Journal of Marketing Management and Innovative Business Review, 2(2), 47–55. https://doi.org/10.63416/mrb.v2i2.301

Theres, C., & Strohmeier, S. (2023). Met the expectations? A meta-analysis of the performance consequences of digital HRM. The International Journal of Human Resource Management, 34(20), 3857–3892. https://doi.org/10.1080/09585192.2022.2161324

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. In Sustainability (Vol. 14, Issue 2, p. 1003). https://doi.org/10.3390/su14021003

Wattilete, L. C., Panggabean, B., & Halik, M. Y. (2025). Digital Transformation in HR and Employee Capability as Determinants of Financial Innovation : Evidence from Bank Central Asia. Journal of Artificial Intelligence and Digital Business (RIGGS), 4(2), 5396–5407. https://doi.org/10.31004/riggs.v4i2.1437

Ye, D., Xu, B., Wei, B., Zheng, L., & Wu, Y. J. (2024). Employee work engagement in the digital transformation of enterprises: a fuzzy-set qualitative comparative analysis. Humanities and Social Sciences Communications, 11(1), 35. https://doi.org/10.1057/s41599-023-02418-y

Yuliansyah, Y., Triwacananingrum, W., Mohd-Sanusi, Z., & Said, J. (2019). Enhancing the task performance of bank employees: relevance of trust, self-efficacy, and budget participation. International Journal of Business Excellence, 17(4), 397–413. https://doi.org/10.1504/IJBEX.2019.099122

Zervas, I., & Triantari, S. (2025). Digital HRM Practices and Perceived Digital Competence: An Analysis of Organizational Culture’s Role. In Digital (Vol. 5, Issue 3, p. 34). https://doi.org/10.3390/digital5030034

Published
2026-06-10
How to Cite
Chairullah, D. S., Waty, M., Nurlia, N., & Yuliani, T. (2026). Understanding Employee Productivity Through Digital HRM and Self-Efficacy: Evidence from Banking Employees. Journal of Marketing Management and Innovative Business Review, 4(1), 219-232. https://doi.org/10.63416/mrb.v4i1.500