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Prior knowledge, industry 4.0 and digital servitization. An inductive framework

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  • Paiola, Marco
  • Schiavone, Francesco
  • Khvatova, Tatiana
  • Grandinetti, Roberto

Abstract

Over the last few years digital servitization has become a very popular topic in the industrial marketing and technology management literature. The present article contributes to the extant literature on business models for digital servitization by investigating the roles and effects of prior technological knowledge. To date, this rich and growing body of literature has underestimated a crucial corporate asset for value creation, and that is firms’ past experience and knowledge. Such a corporate heritage may have relevant implications for a firm's approach and decisions regarding digital servitization, however, especially if it is related to one (or more) of the I4.0 technologies. The research question posed in the present article is thus: how does a company's prior knowledge affect its digital servitization strategies? To answer this question, we conducted a multiple case study, collecting and analyzing primary and secondary data about Italian medium- to large-sized enterprises that had recently implemented digital servitization. The findings illustrate the different effects of the technological solutions adopted on the companies’ business models, and delineate an inductive matrix with four different ideal-typical business models: expert industrializer; explorative solutioner; explorative industrializer; and expert solutioner.

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  • 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).
  • Handle: RePEc:eee:tefoso:v:171:y:2021:i:c:s0040162521003954
    DOI: 10.1016/j.techfore.2021.120963
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    Cited by:

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    2. Paiola, Marco & Khvatova, Tatiana & Schiavone, Francesco & Jabeen, Fauzia, 2022. "Paths toward advanced service-oriented business models: A configurational analysis of small- and medium-sized incumbent manufacturers11A previous version of the present article was presented at the EI," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    3. Behl, Abhishek & Singh, Ramandeep & Pereira, Vijay & Laker, Benjamin, 2023. "Analysis of Industry 4.0 and circular economy enablers: A step towards resilient sustainable operations management," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    4. Hu, Jinjin & Huo, Dong & Wu, Delin, 2024. "Digital economy development and venture capital networks: Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    5. Freire de Souza, Meiry Altino & Aguilar Madeira, Maria José & Carvalho, Luísa & Filipe Alexandre, Pereira Duarte & Lurdes, Simão, 2024. "Confluence of Factors that Influence Business Model by Digitalisation and Industry 4.0 Technologies," Cuadernos de Gestión, Universidad del País Vasco - Instituto de Economía Aplicada a la Empresa (IEAE).
    6. Xing, Yijun & Liu, Yipeng & Davies, Philip, 2023. "Servitization innovation: A systematic review, integrative framework, and future research directions," Technovation, Elsevier, vol. 122(C).
    7. 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).
    8. 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).
    9. Raja, Jawwad Z. & Neufang, Isabelle Fabienne & Frandsen, Thomas & Gölgeci, Ismail, 2024. "Working through frame incongruences: A process perspective on (re)framing for digital servitization," Technovation, Elsevier, vol. 129(C).
    10. Darehshiri, Mahsa & Ghaemi Asl, Mahdi & Babatunde Adekoya, Oluwasegun & Shahzad, Umer, 2022. "Cross-spectral coherence and dynamic connectedness among contactless digital payments and digital communities, enterprise collaboration, and virtual reality firms," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    11. 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.
    12. 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).
    13. Su, Jingqin & Zhang, Yajie & Wu, Xianyun, 2023. "How market pressures and organizational readiness drive digital marketing adoption strategies' evolution in small and medium enterprises," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    14. Marcon, Érico & Le Dain, Marie-Anne & Frank, Alejandro G., 2022. "Designing business models for Industry 4.0 technologies provision: Changes in business dimensions through digital transformation," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    15. Leminen, Seppo & Rajahonka, Mervi & Wendelin, Robert & Westerlund, Mika & Nyström, Anna-Greta, 2022. "Autonomous vehicle solutions and their digital servitization business models," Technological Forecasting and Social Change, Elsevier, vol. 185(C).

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