EFFECTS OF WORK PROCESS DIGITALIZATION, TECHNOLOGICAL CAPABILITY, AND COMPETENCE ON PRODUCTIVITY THROUGH WORK EFFICIENCY AT BATAM CUSTOMS AND EXCISE
Published:
2026-09-25Downloads
Abstract
This study aims to analyze the effects of work process digitalization, technological capability, and employee competence on employee productivity at the Batam Type B Main Customs and Excise Office, both directly and indirectly through work efficiency as an intervening variable. Batam's Free Trade Zone (FTZ) environment requires fast, accurate, and transparent customs service workflows. This quantitative study employed an explanatory design using Partial Least Squares Structural Equation Modeling (PLS-SEM). The population comprised 445 employees, and a sample of 211 respondents was determined using the Slovin formula and probability sampling. Primary data were collected through Likert-scale questionnaires and analyzed using SmartPLS. The findings indicate that work process digitalization, technological capability, and competence have positive and significant effects on both work efficiency and employee productivity. Work efficiency also significantly mediates the effects of the three independent variables on employee productivity. These findings emphasize that customs automation systems, such as CEISA 4.0 and SSMQC, should be accompanied by continuous technological capacity development to optimize public-sector operational productivity.
Keywords:
Competence Employee Productivit Technological Capability Work Efficiency Work Process DigitalizationReferences
Arianto, D. A. (2019). Pengaruh kompetensi dan motivasi terhadap produktivitas kerja pegawai. Jurnal Ilmu Manajemen, 7(2), 145–156.
Armstrong, M. (2020). Armstrong's Handbook of Human Resource Management Practice (15th ed.). Kogan Page.
Aguinis, H. (2021). Performance Management (4th ed.). Chicago Business Press.
Andriani, L., Kesumah, F. S. D., & Huzaimah, R. A. F. (2025). Impact and acceptance of digitalization in the Indonesian workplace. Indonesian Journal of Islamic Economics and Finance, 5(1). https://doi.org/10.37680/ijief.v5i1.669.
Bell, M., & Pavitt, K. (1995). The development of technological capabilities. In I. U. Haque (Ed.), Trade, technology and international competitiveness (pp. 69–101). Washington, DC: The World Bank.
Brynjolfsson, E., & McAfee, A. (2020). The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies. W.W. Norton & Company.
Creswell, J. W. (2014). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (4th ed.). SAGE Publications.
Dijkstra, T. K., & Henseler, J. (2015). Consistent and asymptotically normal PLS estimators for linear structural equations. Computational Statistics & Data Analysis, 81, 10–23. https://doi.org/10.1016/j.csda.2014.07.008
Davenport, T. H. (2018). Process management and digital transformation. Harvard Business Review Press.
Deci, E. L., & Ryan, R. M. (2020). Intrinsic Motivation and Self-Determination in Human Behavior. Springer.
Dessler, G. (2020). Human Resource Management (16th ed.). Pearson Education.'
Eliana Sari, Pengembangan Sumber Daya Manusia: Pedoman Meningkatkan Kompetensi Pegawai Secara Tepat (Jakarta: Jayabaya University Press, 2019.), 48.
Elbani, I., & Riki. (2025). Transformasi SDM: Dampak peningkatan kompetensi digital dan penerapan budaya agile terhadap produktivitas kerja di sektor elektronik Batam. Bahtera Inovasi, 9(2). https://doi.org/10.31629/bi.v9i2.8000
Gibson, J. L., Ivancevich, J. M., Donnelly, J. H., & Konopaske, R. (2020). Organizations: Behavior, structure, processes (15th ed.). McGraw-Hill.
H.Suaryadi, Manajemen Sumber Daya Manusia: Menciptakan Keunggulan Bersaing Berbasis Kompetensi Sumber Daya Manusia (Yogyakarta: ANDI, 2015), 242.
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
Hasibuan, M. S. P. (2021). Manajemen Sumber Daya Manusia (Edisi Revisi). Bumi Aksara.
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). SAGE.
Hutagalung, I., Lukiyana, & Soetiyani, A. (2024). The influence of system digitalization and logistics transformation on performance with moderation of technological competency at PT. Defour Naga Jaya. Journal of Business and Behavioural Entrepreneurship. https://doi.org/10.21009/JOBBE.008.2.03
Indrajit, R. E. (2017). Manajemen sistem informasi dan teknologi. PT Elex Media Komputindo.
Kotler, P., & Keller, K. L. (2009). Marketing Management (13th ed.). Pearson Prentice Hall.
Lall, S. (1992). Technological capabilities and industrialization. World Development, 20(2), 165–186.
Laudon, K. C., & Laudon, J. P. (2020). Management Information Systems: Managing the Digital Firm (16th ed.). Pearson.
Luthans, F. (2021). Organizational Behavior: An Evidence-Based Approach (14th ed.). McGraw-Hill Education.
Mulyadi. (2018). Sistem informasi manajemen. Salemba Empat.
Mangkunegara, A. P. (2019). Manajemen sumber daya manusia perusahaan. Remaja Rosdakarya.
Mathis, R. L., & Jackson, J. H. (2020). Human Resource Management (15th ed.). Cengage Learning.
Noe, R. A., Hollenbeck, J. R., Gerhart, B., & Wright, P. M. (2020). Fundamentals of Human Resource Management (8th ed.). McGraw-Hill Education.
Robbins, S. P., & Coulter, M. (2021). Management (15th ed.). Pearson.
Robbins, S. P., & Judge, T. A. (2020). Organizational Behavior (18th ed.). Pearson.
Schunk, D. H., Pintrich, P. R., & Meece, J. L. (2021). Motivation in Education: Theory, Research, and Applications (5th ed.). Pearson.
Skare, & Soriano (2021). How globalization is changing digital technology adoption: An international perspective. Journal of Innovation & Knowledge, 6(4), 22–223.
Skare, M., & Soriano, D. R. (2021). Measuring technological capability and business performance: Evidence from SMEs. Journal of Business Research, 128, 166–176.
Sugiyono. (2017). Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta.
Sutrisno, E. (2020). Manajemen sumber daya manusia. Kencana Prenada Media.
Tello-Gamarra, J., & Zawislak, P. A. (2013). Innovation capability: A study of resource-based view. International Journal of Innovation Management, 17(3), 1–25.
Torang, S. (2016). Organisasi dan manajemen: Perilaku, struktur, budaya & perubahan organisasi. Alfabeta.
Turban, E., Volonino, L., & Wood, G. (2020). Information Technology for Management: On-Demand Strategies for Performance, Growth and Sustainability (11th ed.). Wiley.
Wibowo. (2017). Manajemen kinerja. Raja Grafindo Persada.
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