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Digital Product-Service Systems: The Role of Data in the Transition to Servitization Business Models

Citations

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Cited by:

  1. Serena Galvani & Elisa Carloni & Roberta Bocconcelli & Alessandro Pagano, 2022. "From After-Sales to Advanced Services: A Network Analysis on the Impacts of Digital Servitization Evolution," Sustainability, MDPI, vol. 14(14), pages 1-19, July.
  2. Ghadeer Alsanie, 2025. "Investigating the Impact of Digitalization on Resource Use, Energy Use, and Waste Reduction Towards Sustainability: Considering Environmental Awareness as a Moderator," Sustainability, MDPI, vol. 17(9), pages 1-37, April.
  3. Yongtao Peng & Jiawei Sun & Yanchao Hou, 2025. "Investigating data value co-creation in the digital servitization ecosystem: An evolutionary game perspective," Electronic Markets, Springer;IIM University of St. Gallen, vol. 35(1), pages 1-24, December.
  4. 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).
  5. Pizzichini, L. & Sabatini, A. & Gregori, G.L. & Cillo, V. & Sasso, P., 2025. "Digital servitisation for sustainable business model innovation in the automotive industry: The empirical perspective of a car dealer," Technology in Society, Elsevier, vol. 83(C).
  6. Cristina Galvão Ascenço & Rui Ferreira Santos, 2025. "Unpacking Policy Determinants for Circular Business Models: An Updated Comprehensive Review and an Actionable Analytical Framework," Sustainability, MDPI, vol. 17(20), pages 1-26, October.
  7. Shah, Sayed Kifayat & Yuan, Jingbo & Tajeddini, Kayhan & Gamage, Thilini Chathurika & Liu, Mingxia, 2025. "Exploring the nexus of institutional factors and regulatory focus in driving platform-based servitization and circular economy adoption," Technology in Society, Elsevier, vol. 81(C).
  8. Chun-Yi Lin & Chen Li & Sadaf Mahmood & Feng Guo & Zuoyi Qian, 2024. "RETRACTED ARTICLE: Integrating Culture and Tourism: A Resilient Scale for Digital Transformation Innovation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 16122-16155, December.
  9. Konstantinos Voulgaridis & Thomas Lagkas & Constantinos Marios Angelopoulos & Alexandros-Apostolos A. Boulogeorgos & Vasileios Argyriou & Panagiotis Sarigiannidis, 2024. "Digital product passports as enablers of digital circular economy: a framework based on technological perspective," Telecommunication Systems: Modelling, Analysis, Design and Management, Springer, vol. 85(4), pages 699-715, April.
  10. Nadine Bachmann & Rainer Harms & Katherine Gundolf & Tamara Oukes, 2026. "Driving Sustainable Innovation: A Review of Data‐Driven Technologies in Sustainable Business Model Innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 35(1), pages 819-847, January.
  11. Linna Hou & Juning Su & Yu Ye, 2023. "Exploring the Influence of Smart Product Service Systems on Enterprise Competitive Advantage from the Perspective of Value Creation," Sustainability, MDPI, vol. 15(18), pages 1-23, September.
  12. Yan Chen & Zijin Wang & Jaime Ortiz, 2023. "A Sustainable Digital Ecosystem: Digital Servitization Transformation and Digital Infrastructure Support," Sustainability, MDPI, vol. 15(2), pages 1-16, January.
  13. Rakesh Suresh Kulkarni & Satish Krishnan & M. P. Sebastian, 2025. "A Dynamic Perspective to Drive Digital Servitization: A Meta-Synthesis Approach to Understand Interactions Between Key Factors," Information Systems Frontiers, Springer, vol. 27(6), pages 2337-2357, December.
  14. Yan Chen & Bin Xu & Yuqi Hou, 2023. "Do smart services promote sustainable green transformation? Evidence from Chinese listed manufacturing enterprises," PLOS ONE, Public Library of Science, vol. 18(4), pages 1-24, April.
  15. Lukas Alexander Benz, 2022. "Critical Success Factors for Circular Business Model Innovation from the Perspective of the Sustainable Development Goals," Sustainability, MDPI, vol. 14(10), pages 1-18, May.
  16. Jasna Prester & Andrea Bikfalvi & Iztok Palčič, 2022. "The Effect of Product Complexity on Servitization and Deservitization: A Multi-Country Quantitative Analysis," Sustainability, MDPI, vol. 14(19), pages 1-16, September.
  17. Xiying Zhang & Yihuan Wang, 2022. "Research on the Influence of Digital Technology and Policy Restrictions on the Development of Digital Service Trade," Sustainability, MDPI, vol. 14(16), pages 1-16, August.
  18. Chunhua Luo & Dianlong Wei & Wunhong Su & Jinjing Lu, 2023. "Association between Regional Digitalization and High-Quality Economic Development," Sustainability, MDPI, vol. 15(3), pages 1-19, January.
  19. Päivi Luoma & Romana Rauter & Esko Penttinen & Anne Toppinen, 2023. "The value of data for environmental sustainability as perceived by the customers of a tissue‐paper supplier," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(6), pages 3110-3123, November.
  20. Veronica Arioli & Giovanni Ruggeri & Roberto Sala & Fabiana Pirola & Giuditta Pezzotta, 2022. "A Methodology for the Design and Engineering of Smart Product Service Systems: An Application in the Manufacturing Sector," Sustainability, MDPI, vol. 15(1), pages 1-21, December.
  21. Ya-Ping Hu & Chun-Wei Lin & Eko Hariyadi, 2024. "Achieving Sustainability in Banking through Smart Product-Service Systems: An Integrated Robust Fuzzy DEMATEL," International Journal of Economics and Financial Issues, Econjournals, vol. 14(5), pages 81-91, September.
  22. Truant, Elisa & Giordino, Daniele & Borlatto, Edoardo & Bhatia, Meena, 2024. "Drivers and barriers of smart technologies for circular economy: Leveraging smart circular economy implementation to nurture companies' performance," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
  23. Rabia Charef, 2022. "Is Circular Economy for the Built Environment a Myth or a Real Opportunity?," Sustainability, MDPI, vol. 14(24), pages 1-5, December.
  24. Abhijna Neramballi & Leonidas Milios & Tomohiko Sakao & Johannes Matschewsky, 2024. "Toward a policy landscape to support the product‐as‐a‐service design process for a circular economy," Journal of Industrial Ecology, Yale University, vol. 28(5), pages 1045-1059, October.
  25. Rita Henriques & Filipa Figueiredo & João Nunes, 2023. "Product-Services for a Resource-Efficient and Circular Economy: An Updated Review," Sustainability, MDPI, vol. 15(15), pages 1-24, August.
  26. Bag, Surajit & Gupta, Shivam & Chan, Hau-Ling & Kumar, Ajay, 2024. "Building smart product-service systems capabilities for circular supply chains in the Industry 4.0 era," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 188(C).
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