IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v206y2026ics0148296325007726.html

Choice versus necessity: understanding service diversification and firm performance in manufacturing

Author

Listed:
  • Adem, Anwar
  • Battisti, Giuliana
  • Driffield, Nigel
  • Schroeder, Andreas

Abstract

This study examines the effect of service-oriented manufacturing business models on firm performance and the drivers of the performance disparities across adopters. Drawing on the resource-based view of the firm, we identify necessary conditions for diversification into services, and also for translating this into performance. Using data from 15,732 UK manufacturing companies in the period 2010–2021, we demonstrate that service offering increases the productivity, profits, and turnover of manufacturing firms. The increase intensifies with the extent of the offering and is contingent on firm specific resources related to implementing the business model innovation. The diversification strategy is more common in firms with large human capital resources, with financial difficulties, and those facing high levels of competition. It is less likely among firms with alternative options for diversification, such as internationalization.

Suggested Citation

  • Adem, Anwar & Battisti, Giuliana & Driffield, Nigel & Schroeder, Andreas, 2026. "Choice versus necessity: understanding service diversification and firm performance in manufacturing," Journal of Business Research, Elsevier, vol. 206(C).
  • Handle: RePEc:eee:jbrese:v:206:y:2026:i:c:s0148296325007726
    DOI: 10.1016/j.jbusres.2025.115949
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0148296325007726
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbusres.2025.115949?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Laforet, Sylvie, 2008. "Size, strategic, and market orientation affects on innovation," Journal of Business Research, Elsevier, vol. 61(7), pages 753-764, July.
    2. Vandermerwe, Sandra & Rada, Juan, 1988. "Servitization of business: Adding value by adding services," European Management Journal, Elsevier, vol. 6(4), pages 314-324, December.
    3. Petra Andries & Dirk Czarnitzki, 2014. "Small firm innovation performance and employee involvement," Small Business Economics, Springer, vol. 43(1), pages 21-38, June.
    4. Korkeamäki, Lauri & Kohtamäki, Marko & Parida, Vinit, 2021. "Worth the risk? The profit impact of outcome-based service offerings for manufacturing firms," Journal of Business Research, Elsevier, vol. 131(C), pages 92-102.
    5. Wannakrairoj, Wit & Velu, Chander, 2021. "Productivity growth and business model innovation," Economics Letters, Elsevier, vol. 199(C).
    6. Guerras-Martín, Luis Ángel & Ronda-Pupo, Guillermo Armando & Zúñiga-Vicente, José Ángel & Benito-Osorio, Diana, 2020. "Half a century of research on corporate diversification: A new comprehensive framework," Journal of Business Research, Elsevier, vol. 114(C), pages 124-141.
    7. MacDonald, James M, 1985. "R and D and the Directions of Diversification," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 583-590, November.
    8. Eggert, Andreas & Ulaga, Wolfgang & Gehring, Anna, 2020. "Managing Customer Success in Business Markets: Conceptual Foundation and Practical Application," SMR - Journal of Service Management Research, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 4(2-3), pages 121-132.
    9. Wolfgang Ulaga & Christian Kowalkowski, 2022. "Servitization: A State-of-the-Art Overview and Future Directions," Springer Books, in: Bo Edvardsson & Bård Tronvoll (ed.), The Palgrave Handbook of Service Management, pages 169-200, Springer.
    10. Ariu, Andrea & Mayneris, Florian & Parenti, Mathieu, 2020. "One way to the top: How services boost the demand for goods," Journal of International Economics, Elsevier, vol. 123(C).
    11. Yongmin Chen & Michael H. Riordan, 2013. "Profitability Of Product Bundling," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(1), pages 35-57, February.
    12. Claire Chambolle & Hugo Molina, 2023. "A Buyer Power Theory of Exclusive Dealing and Exclusionary Bundling," American Economic Journal: Microeconomics, American Economic Association, vol. 15(3), pages 166-200, August.
    13. Theresa Eckert & Stefan Hüsig, 2022. "Innovation portfolio management: a systematic review and research agenda in regards to digital service innovations," Management Review Quarterly, Springer, vol. 72(1), pages 187-230, February.
    14. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    15. Foreman-Peck, James & Zhou, Peng, 2023. "Specialisation precedes diversification: R&D productivity effects," Research Policy, Elsevier, vol. 52(7).
    16. Andreu Blesa-Pérez & María Ripollés-Meliá & Alex Rialp-Criado & Josep Rialp-Criado, 2023. "Introduction to the special issue: Digitalisation and servitisation in international entrepreneurship," Journal of International Entrepreneurship, Springer, vol. 21(2), pages 150-156, June.
    17. Scott L. Newbert, 2008. "Value, rareness, competitive advantage, and performance: a conceptual‐level empirical investigation of the resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 29(7), pages 745-768, July.
    18. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    19. Tang, Yiding & Zhu, Shujin & Luo, Yan & Duan, Wenjing, 2022. "Input servitization, global value chain, and carbon mitigation: An input-output perspective of global manufacturing industry," Economic Modelling, Elsevier, vol. 117(C).
    20. Opresnik, David & Taisch, Marco, 2015. "The value of Big Data in servitization," International Journal of Production Economics, Elsevier, vol. 165(C), pages 174-184.
    21. Gebauer, Heiko & Fleisch, Elgar & Friedli, Thomas, 2005. "Overcoming the Service Paradox in Manufacturing Companies," European Management Journal, Elsevier, vol. 23(1), pages 14-26, February.
    22. Nasirov, Shukhrat & Castaldi, Carolina, 2025. "Servitization as a strategy for diffusing radical technologies: An analysis of U.S. top corporate R&D investors," Research Policy, Elsevier, vol. 54(1).
    23. Matthieu Crozet & Emmanuel Milet, 2017. "Should everybody be in services? The effect of servitization on manufacturing firm performance," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(4), pages 820-841, December.
    24. Kohtamäki, Marko & Parida, Vinit & Oghazi, Pejvak & Gebauer, Heiko & Baines, Tim, 2019. "Digital servitization business models in ecosystems: A theory of the firm," Journal of Business Research, Elsevier, vol. 104(C), pages 380-392.
    25. Bengtsson, Lars, 2000. "Corporate strategy in a small open economy: reducing product diversification while increasing international diversification," European Management Journal, Elsevier, vol. 18(4), pages 444-453, August.
    26. Zhou, Dan & Yan, Tingting & Zhao, Lilong & Guo, Jingjing, 2020. "Performance implications of servitization: Does a Manufacturer's service supply network matter?," International Journal of Production Economics, Elsevier, vol. 219(C), pages 31-42.
    27. Martinez, Veronica & Neely, Andy & Velu, Chander & Leinster-Evans, Stewart & Bisessar, Dav, 2017. "Exploring the journey to services," International Journal of Production Economics, Elsevier, vol. 192(C), pages 66-80.
    28. Chavas, Jean-Paul & Kim, Kwansoo, 2010. "Economies of diversification: A generalization and decomposition of economies of scope," International Journal of Production Economics, Elsevier, vol. 126(2), pages 229-235, August.
    29. Lee, Lung-Fei, 1978. "Unionism and Wage Rates: A Simultaneous Equations Model with Qualitative and Limited Dependent Variables," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(2), pages 415-433, June.
    30. Guedes, Maria João & Patel, Pankaj C. & Kowalkowski, Christian & Oghazi, Pejvak, 2022. "Family business, servitization, and performance: Evidence from Portugal," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    31. Ashkan Faramarzi & Stefan Worm & Wolfgang Ulaga, 2024. "Service strategy’s effect on firm performance: A meta-analysis of the servitization literature," Post-Print hal-05240239, HAL.
    32. M. Krishna Erramilli & Derrick E. D'Souza, 1993. "Venturing into Foreign Markets: The Case of the Small Service Firm," Entrepreneurship Theory and Practice, , vol. 17(4), pages 29-41, July.
    33. Ornella Benedettini & Christian Kowalkowski, 2022. "Servitization and innovation strategy - the trade-off between product RD and service investments," Chapters, in: Mark M. Davis (ed.), Research Handbook on Services Management, chapter 2, pages 23-35, Edward Elgar Publishing.
    34. Marco Bellandi & Erica Santini, 2019. "Territorial servitization and new local productive configurations: the case of the textile industrial district of Prato," Regional Studies, Taylor & Francis Journals, vol. 53(3), pages 356-365, March.
    35. Vendrell-Herrero, Ferran & Bustinza, Oscar F. & Opazo-Basaez, Marco & Gomes, Emanuel, 2023. "Treble innovation firms: Antecedents, outcomes, and enhancing factors," International Journal of Production Economics, Elsevier, vol. 255(C).
    36. Bjorklund, Anders & Moffitt, Robert, 1987. "The Estimation of Wage Gains and Welfare Gains in Self-selection," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 42-49, February.
    37. Ashkan Faramarzi & Stefan Worm & Wolfgang Ulaga, 2024. "Service strategy’s effect on firm performance: A meta-analysis of the servitization literature," Journal of the Academy of Marketing Science, Springer, vol. 52(4), pages 1018-1044, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Parichat Sinlapates & Supawat Meeprom & Akkhaporn Kokkhangplu, 2026. "The moderating role of service and international diversifications on the relationship between ESG practice and firm performance in service businesses," Service Business, Springer;Pan-Pacific Business Association, vol. 20(1), pages 1-26, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ji, Jie, 2025. "Trade liberalization and digital servitization: A study based on microdata from chinese manufacturing firms," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 654-675.
    2. Chen, Fenglan & Chen, Xing, 2025. "Mitigating pollution emissions of manufacturing firms: Does input servitization matter? Empirical evidence from China," Energy, Elsevier, vol. 320(C).
    3. David Hidalgo-Carvajal & Ruth Carrasco-Gallego & Gustavo Morales-Alonso, 2021. "From Goods to Services and from Linear to Circular: The Role of Servitization’s Challenges and Drivers in the Shifting Process," Sustainability, MDPI, vol. 13(8), pages 1-26, April.
    4. Marko Kohtamäki & Stephan C. Henneberg & Veronica Martinez & Koji Kimita & Heiko Gebauer, 2019. "A Configurational Approach to Servitization: Review and Research Directions," Service Science, INFORMS, vol. 11(3), pages 213-240, October.
    5. Yong Chen & Zhengjie Wu & Wenchao Yi & Bingjia Wang & Jianhua Yao & Zhi Pei & Jiaoliao Chen, 2022. "Bibliometric Method for Manufacturing Servitization: A Review and Future Research Directions," Sustainability, MDPI, vol. 14(14), pages 1-26, July.
    6. Gia Ninh Nguyen & Sandeep Salunke, 2025. "The role of servitization in turbulent markets: evidence from Malaysian manufacturing companies," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 52(2), pages 313-357, June.
    7. Wim Coreynen & Arjen van Witteloostuijn & Johanna Vanderstraeten, 2021. "Toward Servitized Research: An Integrated Approach for Sustainable Product-Service Innovation," Sustainability, MDPI, vol. 13(15), pages 1-21, July.
    8. Song, Yanwu & Niu, Niu & Song, Xinyi & Zhang, Bin, 2024. "Decoding the influence of servitization on green transformation in manufacturing firms: The moderating effect of artificial intelligence," Energy Economics, Elsevier, vol. 139(C).
    9. Kohtamäki, Marko & Parida, Vinit & Patel, Pankaj C. & Gebauer, Heiko, 2020. "The relationship between digitalization and servitization: The role of servitization in capturing the financial potential of digitalization," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    10. Shen, Lei & Sun, Wanqin & Parida, Vinit, 2023. "Consolidating digital servitization research: A systematic review, integrative framework, and future research directions," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    11. Shleha, Waleed & Vaillant, Yancy & Vendrell-Herrero, Ferran, 2023. "Entry mode diversity and closing commercial deals with international customers: The moderating role of advanced servitization," International Business Review, Elsevier, vol. 32(1).
    12. Tian, Jiamian & Coreynen, Wim & Matthyssens, Paul & Shen, Lei, 2022. "Platform-based servitization and business model adaptation by established manufacturers," Technovation, Elsevier, vol. 118(C).
    13. Lino Cinquini & Cristina Campanale & Alessandro Marelli & Sara Giovanna Mauro & Andrea Tenucci, 2020. "La misurazione di costi e performance nei La misurazione di costi e performance nei modelli di business orientati ai servizi: una ricerca esplorativa modelli di business orientati ai servizi: una ricerca esplorativa," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2020(3), pages 59-85.
    14. Zhang, Junnan & Sun, Xiaohua & Yuan, Fang & Liu, Xiaoling, 2023. "Which type of servitization promotes firm performance: Embedded or hybrid?," Economic Modelling, Elsevier, vol. 126(C).
    15. Anna Mateja Punstein & Johannes Glückler, 2021. "How Small and Medium Sized Firms Walk the Path to Hybridity," Sustainability, MDPI, vol. 13(5), pages 1-15, February.
    16. Lei Shen & Cong Sun & Muhammad Ali, 2021. "Role of Servitization, Digitalization, and Innovation Performance in Manufacturing Enterprises," Sustainability, MDPI, vol. 13(17), pages 1-17, September.
    17. Kohtamäki, Marko & Bhandari, Krishna Raj & Rabetino, Rodrigo & Ranta, Mikko, 2024. "Sustainable servitization in product manufacturing companies: The relationship between firm's sustainability emphasis and profitability and the moderating role of servitization," Technovation, Elsevier, vol. 129(C).
    18. Kwak, Kiho & Kim, Namil & Lee, Haneul, 2026. "Unpacking digital servitization and firm performance in B2B manufacturing: Evidence from U.S. firms," Technovation, Elsevier, vol. 150(C).
    19. Ariu, Andrea & Breinlich, Holger & Corcos, Gregory & Mion, Giordano, 2019. "The interconnections between services and goods trade at the firm-level," Journal of International Economics, Elsevier, vol. 116(C), pages 173-188.
    20. Siri Jagstedt & Magnus Persson, 2019. "Using Platform Strategies In The Development Of Integrated Product-Service Solutions," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(04), pages 1-36, May.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jbrese:v:206:y:2026:i:c:s0148296325007726. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbusres .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.