The impact of employee turnover on operational efficiency, innovation, and customer satisfaction: the mediation role of tacit knowledge loss

Authors

  • Sugianto Universitas Pertiba, Bangka Belitung, Indonesia
  • Rahmad Firdaus Universitas Pertiba, Bangka Belitung, Indonesia
  • Suhardi Universitas Pertiba, Bangka Belitung, Indonesia
  • Mat Amin Universitas Pertiba, Bangka Belitung, Indonesia

DOI:

https://doi.org/10.35335/int.jo.emod.v19i1.114

Keywords:

Customer satisfaction, Employee turnover, Innovation, Operational efficiency, Tacit knowledge loss

Abstract

This study examines the impact of tacit knowledge loss due to employee turnover on operational efficiency, innovation capability, and customer satisfaction by examining the mediating role of tacit knowledge loss and the mitigating effect of knowledge transfer effectiveness. Using an explanatory quantitative approach, we collected data through closed-ended questionnaires and secondary data from 200 respondents in the manufacturing, service, and MSME sectors in Bangka Belitung. The Structural Equation Modeling (SEM) analysis results revealed that employee turnover significantly increases tacit knowledge loss, which is detrimental to operational efficiency, innovation, and customer satisfaction. This study also highlights that effective knowledge transfer, especially through structured mentoring programs, reduces the impact of tacit knowledge loss. These findings strengthen the resource-based view and knowledge management theory. In addition, our study shows that integrating CRM technology reduces the impact of tacit knowledge loss on customer satisfaction—a previously unexplored factor. Practical implications include recommendations for HR policies that focus on knowledge retention, collaborative training, and technology adaptation for organizations in the digital era. These findings emphasize the importance of a holistic approach that combines social interactions, knowledge management systems, and local cultural contexts to minimize the risk of brain drain.

References

Atmadja, T. F. A., Yunianto, A. E., Yuliantini, E., Haya, M., Faridi, A., & Suryana, S. (2020). Gambaran sikap dan gaya hidup sehat masyarakat Indonesia selama pandemi Covid-19. Action: Aceh Nutrition Journal, 5(2), 195-202.

Arnett, D. B., & Wittmann, C. M. (2014). Improving marketing success: The role of tacit knowledge exchange between sales and marketing. Journal of Business Research, 67(3), 324-331.

Chen, Y., et al. (2021). A Multidimensional Study of Absorptive Capacity and Innovation Capacity and Their Impact on Business Performance. Frontiers in Psychology.

Fullwood, R., Rowley, J., & Delbridge, R. (2013). Knowledge sharing amongst academics in UK universities. Journal of knowledge management, 17(1), 123-136.

García-Morales, V. J., et al. The Impact of Absorptive Capacity on Innovation: The Mediating Role of Organizational Learning. Frontiers in Psychology, 2020.

Ghasemzadeh, P., Nazari, J. A., & Farzaneh, M. (2023). "Knowledge Management Strategies, Intellectual Capital, and Ambidextrous Innovation Capability in SMEs: Are They Relevant?" Journal of the Knowledge Economy, 14, 1234–1256.

Han, J., & Li, Y. (2020). "Effects of intellectual capital on innovative performance: The role of knowledge-based dynamic capability." Journal of Knowledge Management, 24(1), 1-20.

Homburg, C., Hahn, A., Bornemann, T., & Sandner, P. (2014). The role of chief marketing officers for venture capital funding: Endowing new ventures with marketing legitimacy. Journal of Marketing Research, 51(5), 625-644.

Hossain, M. M. (2019). "Knowledge from customer, for customer or about customer: which triggers innovation capability the most?" Journal of Knowledge Management, 23(5), 915-932.

Jameel, A., et al. (2023). Why do Academicians Share Knowledge? A Study of Higher Education Institutions in India. Frontiers in Psychology.

John Lee Kean Yew, 2020. "Tacit Knowledge and Generational Change: The China Factor, Enterprise Development and Malaysian Chinese Family SMEs in Traditional Food Production," China Report, vol. 56(1), pages 103-128, February.

Keszey, T. (2018). "Boundary spanners' knowledge sharing for innovation success in turbulent times." Journal of Business & Industrial Marketing, 33(2), 185-195.

Kim, S., et al. (2025). The Relationships Between Environmental Dynamism, Absorptive Capacity, Organizational Ambidexterity, and Innovation Performance from the Dynamic Capabilities Perspective. Sustainability.

Korsakienė, R., Stankevičienė, A., Šimelytė, A., & Talačkienė, M. (2019). "Intellectual Capital as a Driver of Corporate Performance: Evidence from the Baltic Countries." Sustainability, 11(18), 4985.

Leal-Rodríguez, A. L., & Albort-Morant, G. (2016). "Linking Market Orientation, Innovation Capability and Performance: Assessing the Mediating Role of Absorptive Capacity." Journal of Business Research, 69(10), 4512-4519.

Liu, J., & Zhu, Y. (2021). Promoting tacit knowledge application and integration through guanxi and structural holes. Journal of Knowledge Management, 25(5), 1027-1058.

Majid, A. H., Karim, M. R., & Majid, M. A. (2022). Barriers to Knowledge Sharing Among Academics in Tertiary Institutions. International Journal of Educational Management.

Massingham, P. (2018). Measuring the impact of knowledge loss: A longitudinal study. Journal of Intellectual Capital.

Nurhidayah, D. (2023). Tantangan UMKM Jawa Tengah dalam Mengelola Pengetahuan Tacit. Jurnal Manajemen Indonesia.

Prabowo, R., & Sutanto, A. (2019). Analisis pengaruh struktur modal, dan likuiditas terhadap profitabilitas pada perusahaan sektor otomotif di Indonesia. Jurnal Samudra Ekonomi Dan Bisnis, 10(1), 1-11.

Schmidt, R., Bell, R., & Warren, V. (2021). Keeping the wheels of the automotive industry turning: the use of tacit knowledge by product development workers in a multinational automotive manufacturer. Journal of Intellectual Capital, 22(6), 1106-1125.

Schaefer, M., Kühnel, A., Schweitzer, F., Enge, S., & Gärtner, M. (2023). Neural underpinnings of open-label placebo effects in emotional distress. Neuropsychopharmacology, 48(3), 560-566.

Singh, S. K., & Gupta, S. (2019). "Assessing the relationship between human resource practices and knowledge management practices: A balanced scorecard perspective." Journal of Knowledge Management, 23(5), 915-932.

Stettler, A., et al. (2025). Absorptive capacity in a more (or less) absorptive environment: A meta‐analysis of contextual effects on firm innovation. Journal of Product Innovation Management.

Sträßer, J., & Stolicna, Z. (2023). Knowledge Management of Private Banks as an Asset Improved by Artificial Intelligence Discipline—Applied to Strategic McKinsey Portfolio Concept as Part of the Portfolio Management. In Developments in Information and Knowledge Management Systems for Business Applications: Volume 7 (pp. 375-399). Cham: Springer Nature Switzerland.

Sumbal, M. S., Tsui, E., See-to, E. W. K., & Barendrecht, A. (2017). "Knowledge retention and aging workforce in the oil and gas industry: A multi perspective study." Journal of Knowledge Management, 21(4), 907-924.

Sulistiani, H., Nuriansah, A., & Wahyuni, E. D. (2022). Pengembangan Sistem Informasi Perhitungan Upah Lembur Karyawan Berbasis Web Pada PT Sugar Labinta. Jurnal Ilmiah Sistem Informasi Akuntansi, 2(2), 69-76.

Wijaya, S., & Buana, B. K. (2021). Insentif Pajak Masa Pandemi Covid-19 Untuk UMKM: Studi Kasus Kantor Pelayanan Pajak Pratama Tulungagung. PUBLIK: Jurnal Manajemen Sumber Daya Manusia, Administrasi Dan Pelayanan Publik, 8(2), 180-201.

Zou, T., Ertug, G., & George, G. (2018). The capacity to innovate: a meta-analysis of absorptive capacity. Innovation: Organization & Management.

Downloads

Published

2025-01-31

How to Cite

Sugianto, Firdaus, R., Suhardi, & Amin, M. (2025). The impact of employee turnover on operational efficiency, innovation, and customer satisfaction: the mediation role of tacit knowledge loss . International Journal of Enterprise Modelling, 19(1), 56–66. https://doi.org/10.35335/int.jo.emod.v19i1.114