AccScience Publishing / IJOSI / Volume 10 / Issue 2 / DOI: 10.6977/IJoSI.202604_10(2).0002
ARTICLE

Opening the black box of digital servitization in manufacturing SMEs

Nguyen Ngoc Thong1* Kieu Anh Tai2
Show Less
1 eLearning for Center, Ho Chi Minh City Open University, Ho Chi Minh, Vietnam
2 Faculty of Business Administration, Ho Chi Minh City Open University, Ho Chi Minh, Vietnam
Received: 12 December 2025 | Revised: 26 January 2026 | Accepted: 28 February 2026 | Published online: 30 April 2026
© 2026 by the Author(s). This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution -Noncommercial 4.0 International License (CC-by the license) ( https://creativecommons.org/licenses/by-nc/4.0/ )
Abstract

This study examines how ambidextrous innovation and market orientation jointly shape digital servitisation and, through relational capabilities, customer lifetime value (CLV) in Vietnamese manufacturing small and medium-sized enterprises (SMEs). Survey data from 205 firms are analysed with partial least squares structural equation modelling using a two-stage hierarchical component model for digital servitisation, market orientation, inter-functional alignment, and customer participation in value co-creation. The results show that both exploitative and exploratory innovation are positively associated with digital servitisation, with exploratory innovation showing the stronger association. Market orientation strengthens these associations. Digital servitisation is also positively associated with inter-functional alignment and customer participation in value co-creation, which in turn are positively associated with CLV. The study conceptualises digital servitisation as an integrative dynamic capability that links upstream ambidextrous innovation and market orientation to downstream financial value in an emerging-economy SME context, and highlights relational mechanisms that open the “black box” between digital strategies and long-term customer value.

Keywords
Digital servitisation
Innovation ambidexterity
Customer lifetime value
Manufacturing SME
Funding
The findings reported in this study were derived from a research project funded by the Ministry of Education and Training of Vietnam under Grant No. B2024-MBS-07.
Conflict of interest
The authors declare they have no competing interests.
References

Atuahene-Gima, K., & Ko, A. (2001). An empirical investigation of the effect of market orientation and entrepreneurship orientation alignment on product innovation. Organization Science, 12(1), 54–74. https://doi.org/10.1287/orsc.12.1.54.10121

 

Becker, J.-M., Klein, K., & Wetzels, M. (2012). Hierarchical latent variable models in PLS-SEM: Guidelines for using reflective-formative type models. Long Range Planning, 45(5–6), 359–394. https://doi.org/10.1016/j.lrp.2012.10.001

 

Cirera, X., Comin, D. A., Cruz, M., Lee, K., & Soares Martins-Neto, A. (2021). Firm-level technology adoption in Vietnam (Policy Research Working Paper No. WPS9567). World Bank Group. Available from: http://documents.worldbank.org/ curated/en/498501615216149075 [Last accessed on].

 

Coreynen, W., Matthyssens, P., Vanderstraeten, J., & van Witteloostuijn, A. (2020). Unravelling the internal and external drivers of digital servitization: A dynamic capabilities and contingency perspective on firm strategy. Industrial Marketing Management, 89, 265–277. https://doi.org/10.1016/j.indmarman.2020.02.014

 

Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.2307/3151312

 

Gebauer, H., Paiola, M., Saccani, N., & Rapaccini, M. (2021). Digital servitization: Crossing the perspectives of digitization and servitization. Industrial Marketing Management, 93, 382–388. https://doi.org/10.1016/j.indmarman.2020.05.011

 

Government of Vietnam. (2020). Decision No. 749/QD-TTg on approving the National Digital Transformation Program through 2025, with orientation towards 2030 (No. 749/ QD-TTg). Office of the Prime Minister. Available from: https://english.luatvietnam.vn/decision-no-749-qd-ttg-on-approving-the-national-digital-transformation-program-until-2025-with-a-vision-184241-doc1.html [Last accessed on January 23, 2026].

 

Gupta, S., Hanssens, D., Hardie, B., Kahn, W., Kumar, V., Lin, N., Ravishanker, N., & Sriram, S. (2006). Modeling customer lifetime value. Journal of Service Research, 9(2), 139–155. https://doi.org/10.1177/1094670506293810

 

Hair, J. F., Jr., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). Sage Publications.

 

He, Z.-L., & Wong, P.-K. (2004). Exploration vs. exploitation: An empirical test of the ambidexterity hypothesis. Organization Science, 15(4), 481–494. https://doi.org/10.1287/orsc.1040.0078

 

Joshi, M. P., Kathuria, R., & Porth, S. J. (2003). Alignment of strategic priorities and performance: An integration of operations and strategic management perspectives. Journal of Operations Management, 21(3), 353–369. https://doi.org/10.1016/S0272-6963(03)00003-2

 

Kamalaldin, A., Linde, L., Sjödin, D., & Parida, V. (2020). Transforming provider–customer relationships in digital servitization: A relational view on digitalization. Industrial Marketing Management, 89, 306–325. https://doi.org/10.1016/j.indmarman.2020.02.004

 

Kohli, A. K., & Jaworski, B. J. (1990). Market orientation: The construct, research propositions, and managerial implications. Journal of Marketing, 54(2), 1–18. https://doi.org/10.1177/002224299005400201

 

Kohtamäki, M., Parida, V., Patel, P. C., & Gebauer, H. (2020). The relationship between digitalization and servitization: The role of servitization in capturing the financial potential of digitalization. Technological Forecasting and Social Change, 151, 119804. https://doi.org/10.1016/j.techfore.2019.119804

 

Kumar, V., Ramani, G., & Bohling, T. (2004). Customer lifetime value: Approaches and best-practice applications. Journal of Interactive Marketing, 18(3), 60–72. https://doi.org/10.1002/dir.20014

 

Kumar, V., & Reinartz, W. (2018). Customer relationship management: Concept, strategy, and tools (3rd ed.). Springer.

 

Lenka, S., Parida, V., & Wincent, J. (2017). Digitalization capabilities as enablers of value co-creation in servitizing firms. Psychology & Marketing, 34(1), 92–100. https://doi.org/10.1002/mar.20975

 

March, J. G. (1991). Exploration and exploitation in organizational learning. Organization Science, 2(1), 71–87. https://doi.org/10.1287/orsc.2.1.71

 

Matsuno, K., Mentzer, J. T., & Özsomer, A. (2002). The effects of entrepreneurial proclivity and market orientation on business performance. Journal of Marketing, 66(3), 18–32. https://doi.org/10.1509/jmkg.66.3.18.18507

 

Narver, J. C., & Slater, S. F. (1990). The effect of a market orientation on business profitability. Journal of Marketing, 54(4), 20–35. https://doi.org/10.2307/1251757

 

O’Reilly, C. A., & Tushman, M. L. (2008). Ambidexterity as a dynamic capability: Resolving the innovator›s dilemma. Research in Organizational Behavior, 28, 185–206.https://doi.org/10.1016/j.riob.2008.06.002

 

Payne, A. F., Storbacka, K., & Frow, P. (2008). Managing the co-creation of value. Journal of the Academy of Marketing Science, 36(1), 83–96. https://doi.org/10.1007/s11747-007-0070-0

 

Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903. https://doi.org/10.1037/0021-9010.88.5.879

 

Reim, W., Sjödin, D., & Parida, V. (2021). Servitization in the wake of digitalization: A systematic literature review. Industrial Marketing Management, 93, 21–35.

 

Rust, R. T., Lemon, K. N., & Zeithaml, V. A. (2004). Return on marketing: Using customer equity to focus marketing strategy. Journal of Marketing, 68(1), 109–127. https://doi.org/10.1509/jmkg.68.1.109.24030

 

Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509–533. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7%3C509::AID-SMJ882%3E3.0.CO;2-Z

 

Vargo, S. L., & Lusch, R. F. (2008). Service-dominant logic: Continuing the evolution. Journal of the Academy of Marketing Science, 36(1), 1–10. https://doi.org/10.1007/s11747-007-0069-6

 

Venkatesan, R., & Kumar, V. (2004). A customer lifetime value framework for customer selection and resource allocation strategy. Journal of Marketing, 68(4), 106–125. https://doi.org/10.1509/jmkg.68.4.106.42728

 

Yi, Y., & Gong, T. (2013). Customer value co-creation behavior: Scale development and validation. Journal of Business Research, 66(9), 1279–1284. https://doi.org/10.1016/j.jbusres.2012.02.026

Share
Back to top
International Journal of Systematic Innovation, Electronic ISSN: 2077-8767 Print ISSN: 2077-7973, Published by AccScience Publishing