IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v176y2022ics0040162521008726.html
   My bibliography  Save this article

Digital servitization and new sustainable configurations of manufacturing systems

Author

Listed:
  • Schiavone, Francesco
  • Leone, Daniele
  • Caporuscio, Andrea
  • Lan, Sai

Abstract

Industry 4.0 technologies are dramatically increasing the potential of servitized products, augmenting several times over the reach and the responsiveness of the actors involved. Accordingly, the organization for digital manufacturing is completely disrupted, and the boundaries between users and producers are fading away, new functionalities are emerging, or existing ones are being re-modulated to deliver new unexpressed potential. Digital servitization impacts on the entire body of factors tied to manufacturing process; this paper seeks to simultaneously investigate the technological, social, and environmental levels. Unfortunately, the evolutionary trajectory of the manufacturing process seems to remain quite fuzzy and, most of all, the main factors responsible for the process changes are not clear. Our conceptual study aims to trace the evolutionary path of the manufacturing process based on four determinants: digital reconfiguration of the actors' organization, digital servitization strategy adoption, exaptation of the manufacturing process, and sustainable manufacturing mechanisms. Depending on the determinant level, our conceptual model sketches a process evolutionary trajectory by individuating different archetypes of a sustainable manufacturing process. This conceptual paper extends the previous literature that seems to miss a simultaneous analysis of what is the role of digital servitization in facing environmental changes by adopting a lens of analysis of exaptation which drives system modularity in relation to the sustainability goals and digital servitization potentials.

Suggested Citation

  • Schiavone, Francesco & Leone, Daniele & Caporuscio, Andrea & Lan, Sai, 2022. "Digital servitization and new sustainable configurations of manufacturing systems," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
  • Handle: RePEc:eee:tefoso:v:176:y:2022:i:c:s0040162521008726
    DOI: 10.1016/j.techfore.2021.121441
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162521008726
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2021.121441?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 search for a different version of it.

    References listed on IDEAS

    as
    1. V. Krishnan & Saurabh Gupta, 2001. "Appropriateness and Impact of Platform-Based Product Development," Management Science, INFORMS, vol. 47(1), pages 52-68, January.
    2. Boyd Cohen & Brock Smith & Ron Mitchell, 2008. "Toward a sustainable conceptualization of dependent variables in entrepreneurship research," Business Strategy and the Environment, Wiley Blackwell, vol. 17(2), pages 107-119, February.
    3. Vandermerwe, Sandra & Rada, Juan, 1988. "Servitization of business: Adding value by adding services," European Management Journal, Elsevier, vol. 6(4), pages 314-324, December.
    4. Otto R. Koppius & Arnoud J. Laak, 2009. "The Quick-Connect Capability and Its Antecedents," Springer Books, in: The Network Experience, chapter 17, pages 267-284, Springer.
    5. Metallo, Concetta & Agrifoglio, Rocco & Schiavone, Francesco & Mueller, Jens, 2018. "Understanding business model in the Internet of Things industry," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 298-306.
    6. Peter Moran, 2005. "Structural vs. relational embeddedness: social capital and managerial performance," Strategic Management Journal, Wiley Blackwell, vol. 26(12), pages 1129-1151, December.
    7. Cenamor, J. & Rönnberg Sjödin, D. & Parida, V., 2017. "Adopting a platform approach in servitization: Leveraging the value of digitalization," International Journal of Production Economics, Elsevier, vol. 192(C), pages 54-65.
    8. Jacobides, Michael G. & Knudsen, Thorbjorn & Augier, Mie, 2006. "Benefiting from innovation: Value creation, value appropriation and the role of industry architectures," Research Policy, Elsevier, vol. 35(8), pages 1200-1221, October.
    9. Giovanni Bonifati, 2013. "Exaptation and emerging degeneracy in innovation processes," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(1), pages 1-21, January.
    10. 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.
    11. Steve Evans & Doroteya Vladimirova & Maria Holgado & Kirsten Van Fossen & Miying Yang & Elisabete A. Silva & Claire Y. Barlow, 2017. "Business Model Innovation for Sustainability: Towards a Unified Perspective for Creation of Sustainable Business Models," Business Strategy and the Environment, Wiley Blackwell, vol. 26(5), pages 597-608, July.
    12. Mangla, Sachin Kumar & Kazancoglu, Yigit & Ekinci, Esra & Liu, Mengqi & Özbiltekin, Melisa & Sezer, Muruvvet Deniz, 2021. "Using system dynamics to analyze the societal impacts of blockchain technology in milk supply chainsrefer," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    13. Teece, David J., 2018. "Profiting from innovation in the digital economy: Enabling technologies, standards, and licensing models in the wireless world," Research Policy, Elsevier, vol. 47(8), pages 1367-1387.
    14. Frank, Alejandro Germán & Dalenogare, Lucas Santos & Ayala, Néstor Fabián, 2019. "Industry 4.0 technologies: Implementation patterns in manufacturing companies," International Journal of Production Economics, Elsevier, vol. 210(C), pages 15-26.
    15. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    16. Arnold Tukker, 2004. "Eight types of product–service system: eight ways to sustainability? Experiences from SusProNet," Business Strategy and the Environment, Wiley Blackwell, vol. 13(4), pages 246-260, July.
    17. Reischauer, Georg, 2018. "Industry 4.0 as policy-driven discourse to institutionalize innovation systems in manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 26-33.
    18. Sklyar, Alexey & Kowalkowski, Christian & Tronvoll, Bård & Sörhammar, David, 2019. "Organizing for digital servitization: A service ecosystem perspective," Journal of Business Research, Elsevier, vol. 104(C), pages 450-460.
    19. Annabelle Gawer, 2009. "Platform Dynamics and Strategies: From Products to Services," Chapters, in: Annabelle Gawer (ed.), Platforms, Markets and Innovation, chapter 3, Edward Elgar Publishing.
    20. Beltagui, Ahmad & Rosli, Ainurul & Candi, Marina, 2020. "Exaptation in a digital innovation ecosystem: The disruptive impacts of 3D printing," Research Policy, Elsevier, vol. 49(1).
    21. Wang, Zhinan & Porter, Alan L. & Wang, Xuefeng & Carley, Stephen, 2019. "An approach to identify emergent topics of technological convergence: A case study for 3D printing," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 723-732.
    22. Andrea Caporuscio & Marco Ferretti & Daniele Leone & Francesco Schiavone, 2020. "Exploring Knowledge Sharing in Sea-Land Logistics Networks: Lessons from the Port of Genoa," Journal of Innovation Economics, De Boeck Université, vol. 0(3), pages 31-52.
    23. Karl Widerquist, 2018. "The Bottom Line," Exploring the Basic Income Guarantee, in: A Critical Analysis of Basic Income Experiments for Researchers, Policymakers, and Citizens, chapter 0, pages 93-98, Palgrave Macmillan.
    24. Raut, Rakesh D. & Mangla, Sachin Kumar & Narwane, Vaibhav S. & Dora, Manoj & Liu, Mengqi, 2021. "Big Data Analytics as a mediator in Lean, Agile, Resilient, and Green (LARG) practices effects on sustainable supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 145(C).
    25. Mastrogiorgio, Mariano & Gilsing, Victor, 2016. "Innovation through exaptation and its determinants: The role of technological complexity, analogy making & patent scope," Research Policy, Elsevier, vol. 45(7), pages 1419-1435.
    26. Kirchherr, Julian & Reike, Denise & Hekkert, Marko, 2017. "Conceptualizing the circular economy: An analysis of 114 definitions," Resources, Conservation & Recycling, Elsevier, vol. 127(C), pages 221-232.
    27. Andriani, Pierpaolo & Carignani, Giuseppe, 2014. "Modular exaptation: A missing link in the synthesis of artificial form," Research Policy, Elsevier, vol. 43(9), pages 1608-1620.
    28. Xiaoxia Chen & Mélanie Despeisse & Björn Johansson, 2020. "Environmental Sustainability of Digitalization in Manufacturing: A Review," Sustainability, MDPI, vol. 12(24), pages 1-31, December.
    29. Manita, Riadh & Elommal, Najoua & Baudier, Patricia & Hikkerova, Lubica, 2020. "The digital transformation of external audit and its impact on corporate governance," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    30. Frank, Alejandro G. & Mendes, Glauco H.S. & Ayala, Néstor F. & Ghezzi, Antonio, 2019. "Servitization and Industry 4.0 convergence in the digital transformation of product firms: A business model innovation perspective," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 341-351.
    31. Gomes, Leonardo Augusto de Vasconcelos & Facin, Ana Lucia Figueiredo & Salerno, Mario Sergio & Ikenami, Rodrigo Kazuo, 2018. "Unpacking the innovation ecosystem construct: Evolution, gaps and trends," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 30-48.
    32. Michael A. Cusumano & Steven J. Kahl & Fernando F. Suarez, 2015. "Services, industry evolution, and the competitive strategies of product firms," Strategic Management Journal, Wiley Blackwell, vol. 36(4), pages 559-575, April.
    33. Chang, Victor & Walters, Robert John & Wills, Gary, 2013. "The development that leads to the Cloud Computing Business Framework," International Journal of Information Management, Elsevier, vol. 33(3), pages 524-538.
    34. Marco Opazo-Basáez & Ferran Vendrell-Herrero & Oscar F. Bustinza, 2018. "Uncovering Productivity Gains of Digital and Green Servitization: Implications from the Automotive Industry," Sustainability, MDPI, vol. 10(5), pages 1-17, May.
    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. Herbert Jodlbauer & Manuel Brunner & Nadine Bachmann & Shailesh Tripathi & Matthias Thürer, 2023. "Supply Chain Management: A Structured Narrative Review of Current Challenges and Recommendations for Action," Logistics, MDPI, vol. 7(4), pages 1-19, October.
    2. Aurelija Burinskienė & Milena Seržantė, 2022. "Digitalisation as the Indicator of the Evidence of Sustainability in the European Union," Sustainability, MDPI, vol. 14(14), pages 1-20, July.
    3. Li, Zhongshun & Xie, Weihong & Wang, Zhong & Wang, Yongjian & Huang, Danyu, 2023. "Antecedent configurations and performance of business models of intelligent manufacturing enterprises," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    4. James, Steffan & Liu, Zheng & Stephens, Victoria & White, Gareth R.T., 2022. "Innovation in crisis: The role of ‘exaptive relations’ for medical device development in response to COVID-19," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    5. Kumar, Mukesh & Raut, Rakesh D. & Mangla, Sachin Kumar & Chowdhury, Soumyadeb & Choubey, Vikas Kumar, 2024. "Moderating ESG compliance between industry 4.0 and green practices with green servitization: Examining its impact on green supply chain performance," Technovation, Elsevier, vol. 129(C).
    6. Behl, Abhishek & Sampat, Brinda & Gaur, Jighyasu & Pereira, Vijay & Laker, Benjamin & Shankar, Amit & Shi, Yangyan & Roohanifar, Mohammad, 2024. "Can gamification help green supply chain management firms achieve sustainable results in servitized ecosystem? An empirical investigation," Technovation, Elsevier, vol. 129(C).
    7. Valero-Gil, Jesús & Suárez-Perales, Inés & Garcés-Ayerbe, Concepción & Rivera-Torres, Pilar, 2024. "Navigating toward the promised land of digitalization and sustainability convergence," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    8. Federica Cappelletti & Silvia Menato, 2023. "Developing a Circular Business Model for Machinery Life Cycle Extension by Exploiting Tools for Digitalization," Sustainability, MDPI, vol. 15(21), pages 1-24, October.
    9. Rong, Ke & Luo, Yining, 2023. "Toward born sharing: The sharing economy evolution enabled by the digital ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    10. Broccardo, Laura & Zicari, Adrián & Jabeen, Fauzia & Bhatti, Zeeshan A., 2023. "How digitalization supports a sustainable business model: A literature review," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    11. Chen, Liping & Dai, Yishu & Ren, Fei & Dong, Xiaoying, 2023. "Data-driven digital capabilities enable servitization strategy——From service supporting the product to service supporting the client," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    12. Jifei Xie & Lulu Ma & Jiamin Li, 2023. "Servitization, Digitalization or Hand in Hand: A Study on the Sustainable Development Path of Manufacturing Enterprises," Sustainability, MDPI, vol. 15(13), pages 1-17, July.
    13. Yang Yang & Jinmian Han, 2023. "Digital transformation, financing constraints, and corporate environmental, social, and governance performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(6), pages 3189-3202, November.

    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. Culot, Giovanna & Orzes, Guido & Sartor, Marco & Nassimbeni, Guido, 2020. "The future of manufacturing: A Delphi-based scenario analysis on Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    2. Paiola, Marco & Schiavone, Francesco & Khvatova, Tatiana & Grandinetti, Roberto, 2021. "Prior knowledge, industry 4.0 and digital servitization. An inductive framework," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    3. Münch, Christopher & Marx, Emanuel & Benz, Lukas & Hartmann, Evi & Matzner, Martin, 2022. "Capabilities of digital servitization: Evidence from the socio-technical systems theory," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    4. Ancillai, Chiara & Sabatini, Andrea & Gatti, Marco & Perna, Andrea, 2023. "Digital technology and business model innovation: A systematic literature review and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    5. 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).
    6. Bustinza, Oscar F. & Opazo-Basaez, Marco & Tarba, Shlomo, 2022. "Exploring the interplay between Smart Manufacturing and KIBS firms in configuring product-service innovation performance," Technovation, Elsevier, vol. 118(C).
    7. Tian, Jiamian & Coreynen, Wim & Matthyssens, Paul & Shen, Lei, 2022. "Platform-based servitization and business model adaptation by established manufacturers," Technovation, Elsevier, vol. 118(C).
    8. Jovanovic, Marin & Raja, Jawwad Z. & Visnjic, Ivanka & Wiengarten, Frank, 2019. "Paths to service capability development for servitization: Examining an internal service ecosystem," Journal of Business Research, Elsevier, vol. 104(C), pages 472-485.
    9. Chirumalla, Koteshwar & Leoni, Luna & Oghazi, Pejvak, 2023. "Moving from servitization to digital servitization: Identifying the required dynamic capabilities and related microfoundations to facilitate the transition," Journal of Business Research, Elsevier, vol. 158(C).
    10. Paiola, Marco & Schiavone, Francesco & Grandinetti, Roberto & Chen, Junsong, 2021. "Digital servitization and sustainability through networking: Some evidences from IoT-based business models," Journal of Business Research, Elsevier, vol. 132(C), pages 507-516.
    11. Alberto de la Calle & Inmaculada Freije & Aitor Oyarbide, 2021. "Digital Product–Service Innovation and Sustainability: A Multiple-Case Study in the Capital Goods Industry," Sustainability, MDPI, vol. 13(11), pages 1-29, June.
    12. 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).
    13. Mosch, Philipp & Majocco, Philipp & Obermaier, Robert, 2023. "Contrasting value creation strategies of industrial-IoT-platforms – a multiple case study," International Journal of Production Economics, Elsevier, vol. 263(C).
    14. Chankook Park, 2022. "Expansion of servitization in the energy sector and its implications," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 11(4), July.
    15. Struwe, Sascha & Slepniov, Dmitrij, 2023. "Unlocking digital servitization: A conceptualization of value co-creation capabilities," Journal of Business Research, Elsevier, vol. 160(C).
    16. 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.
    17. Kolagar, Milad & Parida, Vinit & Sjödin, David, 2022. "Ecosystem transformation for digital servitization: A systematic review, integrative framework, and future research agenda," Journal of Business Research, Elsevier, vol. 146(C), pages 176-200.
    18. Kumar, Mukesh & Raut, Rakesh D. & Mangla, Sachin Kumar & Chowdhury, Soumyadeb & Choubey, Vikas Kumar, 2024. "Moderating ESG compliance between industry 4.0 and green practices with green servitization: Examining its impact on green supply chain performance," Technovation, Elsevier, vol. 129(C).
    19. Vendrell-Herrero, Ferran & Para-González, Lorena & Mascaraque-Ramírez, Carlos & Freixanet, Joan, 2024. "The order of the factors matters: How digital transformation and servitization integrate more efficiently," International Journal of Production Economics, Elsevier, vol. 271(C).
    20. Dalenogare, Lucas Santos & Le Dain, Marie-Anne & Benitez, Guilherme B. & Ayala, Néstor F. & Frank, Alejandro G., 2022. "Multichannel digital service delivery and service ecosystems: The role of data integration within Smart Product-Service Systems," Technological Forecasting and Social Change, Elsevier, vol. 183(C).

    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:tefoso:v:176:y:2022:i:c:s0040162521008726. 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.sciencedirect.com/science/journal/00401625 .

    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.