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The relationship between digitalization and servitization: The role of servitization in capturing the financial potential of digitalization

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Cited by:

  1. Lei Li & Jiabao Lin, 2024. "Digital transformation for the sustainable development of firms: The role of green capability and green culture," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(3), pages 1861-1875, June.
  2. 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).
  3. 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).
  4. Troise, Ciro & Corvello, Vincenzo & Ghobadian, Abby & O'Regan, Nicholas, 2022. "How can SMEs successfully navigate VUCA environment: The role of agility in the digital transformation era," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  5. Wen Li & Keyang Yun & Fengshu Li, 2025. "The Dynamic Driving Path of Organizational Resilience to Digital Transformation—An Empirical Study Based on TJ-QCA," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(3), pages 13753-13775, September.
  6. Hadjielias, Elias & Christofi, Michael & Christou, Prokopis & Hadjielia Drotarova, Maria, 2022. "Digitalization, agility, and customer value in tourism," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  7. Hai Huang & Shengbin Hao, 2025. "Enterprise digital transformation and sustainable development performance: The asymmetric roles of top management team faultlines," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(2), pages 1670-1685, April.
  8. Zhang, Haiyan & Dong, Shizheng, 2023. "Digital transformation and firms' total factor productivity: The role of internal control quality," Finance Research Letters, Elsevier, vol. 57(C).
  9. Chunyan Jiang, 2024. "RETRACTED ARTICLE: Revolutionizing Economic Growth Analysis: a Novel Computational Approach to Assessing the Influence of Technological Financial Efficiency on Real Economic Growth," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 11286-11317, September.
  10. Jacques Bughin & Nicolas van Zeebroeck, 2021. "The Entrepreneurial Returns to Incumbents’ Digital Transformation," Working Papers TIMES² 2021-048, ULB -- Universite Libre de Bruxelles.
  11. Mbondo, Georges Dieudonné & Bouwawe, Duclo, 2023. "Transformation digitale et transformation structurelle dans les économies d’Afrique Sub-Saharienne (ASS) : les effets variés des technologies de l’information et de la communication (TIC) [Digital Transformation and structural transformation in Su," MPRA Paper 117541, University Library of Munich, Germany.
  12. Zhang, Chonghui & Chai, Binfeng & Mirza, Sultan Sikandar & Jin, Ying, 2024. "Customer-driven value creation in the digital economy: Determining the role of customer firms’ digital transformation on supplier performance in China," Omega, Elsevier, vol. 128(C).
  13. Ávila-Robinson, Alfonso & Islam, Nazrul & Sengoku, Shintaro, 2022. "Exploring the knowledge base of innovation research: Towards an emerging innovation model," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
  14. 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.
  15. Meng, Tao & Li, Qi & He, Chang & Dong, Zheng, 2025. "Research on the configuration path of manufacturing enterprises' digital servitization transformation," International Review of Economics & Finance, Elsevier, vol. 98(C).
  16. Monica Violeta Achim & Viorela-Ligia Văidean & Andrada-Ioana Sabău Popa & Lavinia-Ioana Safta, 2022. "The impact of corporate governance on the digitalization process: empirical evidence for the Romanian companies," Digital Finance, Springer, vol. 4(4), pages 313-340, December.
  17. Aquilante, Tommaso & Vendrell-Herrero, Ferran, 2021. "Bundling and exporting: Evidence from German SMEs," Journal of Business Research, Elsevier, vol. 132(C), pages 32-44.
  18. Tian, Jiamian & Coreynen, Wim & Matthyssens, Paul & Shen, Lei, 2022. "Platform-based servitization and business model adaptation by established manufacturers," Technovation, Elsevier, vol. 118(C).
  19. 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.
  20. Li, Lixu & Ye, Fei & Zhan, Yuanzhu & Kumar, Ajay & Schiavone, Francesco & Li, Yina, 2022. "Unraveling the performance puzzle of digitalization: Evidence from manufacturing firms," Journal of Business Research, Elsevier, vol. 149(C), pages 54-64.
  21. Plekhanov, Dmitry & Franke, Henrik & Netland, Torbjørn H., 2023. "Digital transformation: A review and research agenda," European Management Journal, Elsevier, vol. 41(6), pages 821-844.
  22. Sjödin, David & Parida, Vinit & Kohtamäki, Marko, 2023. "Artificial intelligence enabling circular business model innovation in digital servitization: Conceptualizing dynamic capabilities, AI capacities, business models and effects," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
  23. 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 EISIC Conference 2021, held in Salerno (Italy) on 2 ," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
  24. 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).
  25. Kwak, Kiho & Kim, Namil, 2022. "Industrial Leadership Changes without Technological Discontinuity: Modularization, Institution-Led Market Discontinuity, and Market Development Strategy," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
  26. Xiang, Xiandeng & Jiang, Lan, 2023. "Digitalisation and commercial bank performance: A test of heterogeneity from Chinese commercial banks," Finance Research Letters, Elsevier, vol. 58(PA).
  27. Chouaibi, Salim & Festa, Giuseppe & Quaglia, Roberto & Rossi, Matteo, 2022. "The risky impact of digital transformation on organizational performance – evidence from Tunisia," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
  28. Khanra, Sayantan & Dhir, Amandeep & Parida, Vinit & Kohtamäki, Marko, 2021. "Servitization research: A review and bibliometric analysis of past achievements and future promises," Journal of Business Research, Elsevier, vol. 131(C), pages 151-166.
  29. Yu, Honglan & Fletcher, Margaret & Buck, Trevor, 2022. "Managing digital transformation during re-internationalization: Trajectories and implications for performance," Journal of International Management, Elsevier, vol. 28(4).
  30. Dan Hou & ZhongJi Liu & R. M. Ammar Zahid & Umer Sahil Maqsood, 2025. "ESG dynamics in modern digital world: empirical evidence from firm life-cycle stages," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(6), pages 12325-12350, June.
  31. Juan Pablo Vargas & Angélica Patricia Muñoz Lagos & José Guillermo Feriz Torres & Ian Scott Kinney & Sebastián Pérez Cortés & Juan Pablo Hurtado, 2022. "Achieving Circularity through Novel Product-Service Systems in the Mining Industry: An Opportunity for Circularity," Sustainability, MDPI, vol. 14(6), pages 1-15, March.
  32. Sjödin, David & Liljeborg, Alexander & Mutter, Sermed, 2024. "Conceptualizing ecosystem management capabilities: Managing the ecosystem-organization interface," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  33. Tabares, Sabrina & Parida, Vinit & Visnjic, Ivanka, 2023. "Revenue models for digital services in the railway industry: A framework for choosing the right revenue model," Journal of Business Research, Elsevier, vol. 165(C).
  34. Jingsi Zhang & Liangqun Qi, 2021. "Crisis Preparedness of Healthcare Manufacturing Firms during the COVID-19 Outbreak: Digitalization and Servitization," IJERPH, MDPI, vol. 18(10), pages 1-23, May.
  35. Matthess, Marcel & Kunkel, Stefanie, 2020. "Structural change and digitalization in developing countries: Conceptually linking the two transformations," Technology in Society, Elsevier, vol. 63(C).
  36. Lee, Min-Jae & Kim, Yanghee & Roh, Taewoo, 2024. "Exploring the role of digital servitization for green innovation: Absorptive capacity, transformative capacity, and environmental strategy," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
  37. Kohtamäki, Marko & Rabetino, Rodrigo & Einola, Suvi & Parida, Vinit & Patel, Pankaj, 2021. "Unfolding the digital servitization path from products to product-service-software systems: Practicing change through intentional narratives," Journal of Business Research, Elsevier, vol. 137(C), pages 379-392.
  38. Kohtamäki, Marko & Einola, Suvi & Rabetino, Rodrigo, 2020. "Exploring servitization through the paradox lens: Coping practices in servitization," International Journal of Production Economics, Elsevier, vol. 226(C).
  39. Ghosh, Swapan & Hughes, Mat & Hughes, Paul & Hodgkinson, Ian, 2025. "Digital twin, digital thread, and digital mindset in enabling digital transformation: A socio-technical systems perspective," Technovation, Elsevier, vol. 144(C).
  40. Miehé, Lucas & Palmié, Maximilian & Oghazi, Pejvak, 2023. "Connection successfully established: How complementors use connectivity technologies to join existing ecosystems – Four archetype strategies from the mobility sector," Technovation, Elsevier, vol. 122(C).
  41. Jonas Wirth & Mirko Schneider & Leon Hanselmann & Kira Fink & Stephan Nebauer & Thomas Bauernhansl, 2024. "An Exploratory Analysis of the Current Status and Potential of Service-Oriented and Data-Driven Business Models within the Sheet Metal Working Sector: Insights from Interview-Based Research in Small and Medium-Sized Enterprises," Sustainability, MDPI, vol. 16(7), pages 1-19, March.
  42. Kumar, Nitish & Kumar, Kundan, 2025. "Natural resources abundance and Income Inequality: Time series evidence from India," Research in Economics, Elsevier, vol. 79(1).
  43. Zhe Sun & Liang Zhao & Ankit Mehrotra & Muhammad Asif Salam & Muhammad Zafar Yaqub, 2025. "Digital transformation and corporate green innovation: An affordance theory perspective," Business Strategy and the Environment, Wiley Blackwell, vol. 34(1), pages 433-449, January.
  44. Nguyen Bac Nguyen & João Carlos Rosmaninho Menezes, 2021. "The thirty-year evolution of customer-to-customer interaction research: a systematic literature review and research implications," Service Business, Springer;Pan-Pacific Business Association, vol. 15(3), pages 391-444, September.
  45. Yan Wang & Ping Han, 2023. "Digital Transformation, Service-Oriented Manufacturing, and Total Factor Productivity: Evidence from A-Share Listed Companies in China," Sustainability, MDPI, vol. 15(13), pages 1-24, June.
  46. Alkaraan, Fadi & Elmarzouky, Mahmoud & Lopes de Sousa Jabbour, Ana Beatriz & Chiappetta Jabbour, Charbel Jose & Gulko, Nadia, 2025. "Maximising sustainable performance: Integrating servitisation innovation into green sustainable supply chain management under the influence of governance and Industry 4.0," Journal of Business Research, Elsevier, vol. 186(C).
  47. Lars Hornuf & Milan F. Klus & Todor S. Lohwasser & Armin Schwienbacher, 2021. "How do banks interact with fintech startups?," Small Business Economics, Springer, vol. 57(3), pages 1505-1526, October.
  48. Lucie Kaňovská & Veronika Bumberová, 2021. "The Differences in the Propensity of Providing Smart Services by SMEs from the Electrical Engineering Industry with Regard to Their Cooperation and Innovation Flexibility," Sustainability, MDPI, vol. 13(9), pages 1-23, April.
  49. MIHU Cantemir & BOGOSLOV Ioana Andreea & LUNGU Anca Elena, 2021. "The Impact Of Digital Transformation On Business Management," Revista Economica, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 73(4), pages 41-64, December.
  50. Yang, Jie & Ying, Limeng & Xu, Xiaofang, 2024. "Digital transformation and accounting information comparability," Finance Research Letters, Elsevier, vol. 61(C).
  51. Yin, Qiaoyi & Wang, Yunfei & Song, Dian & Lai, Fujun & Collins, Brian & Guo, Hangfei, 2024. "The impact of digitalization on operational risk: An organizational information processing perspective," International Journal of Production Economics, Elsevier, vol. 276(C).
  52. Seppälä, Timo & Mucha, Tomasz & Mattila, Juri, 2023. "Beyond AI, Blockchain Systems, and Digital Platforms: Digitalization Unlocks Mass Hyper-Personalization and Mass Servitization," ETLA Working Papers 106, The Research Institute of the Finnish Economy.
  53. Valaskova Katarina & Nagy Marek, 2024. "The Role of Industry 4.0 in the Context of Economic Performance of Enterprises: A Literature Review," Economics and Culture, Sciendo, vol. 21(2), pages 123-137.
  54. Lukas Rafael Schild & Jonas Jensch & Stefan Kokorski, 2025. "Understanding service complexity in manufacturing companies: Insights and implications from a mixed methods study on drivers and levers of complexity," Electronic Markets, Springer;IIM University of St. Gallen, vol. 35(1), pages 1-23, December.
  55. Wu, Jinghua & Liang, Yanping & Liu, Wei, 2024. "The dark side of corporate digital transformation: Evidence from excess perk consumption of executives," Finance Research Letters, Elsevier, vol. 61(C).
  56. Wang, Wei & Wang, Hong, 2025. "The impact of women at the helm: Catalyzing or impeding digital transformation in family businesses?," International Review of Financial Analysis, Elsevier, vol. 108(PA).
  57. Garg, Poonam & Gupta, Bhumika & Chauhan, Ajay Kumar & Sivarajah, Uthayasankar & Gupta, Shivam & Modgil, Sachin, 2021. "Measuring the perceived benefits of implementing blockchain technology in the banking sector," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
  58. Luo, Haotian & Yu, Jinlei & Mu, Tong & Zhou, Peng, 2025. "Spillover effects of enterprise digital transformation on supply chain carbon emissions: Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 606-617.
  59. Kurtz, Julian & Zinke-Wehlmann, Christian & Lugmair, Nina & Schymanietz, Martin & Roth, Angela, 2023. "Characterising smart service systems – Revealing the smart value," SMR - Journal of Service Management Research, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 7(2), pages 112-128.
  60. Yutong Liu & Peiyi Song, 2023. "Digital Transformation and Green Innovation of Energy Enterprises," Sustainability, MDPI, vol. 15(9), pages 1-15, May.
  61. Lafuente, Esteban & Vaillant, Yancy & Rabetino, Rodrigo, 2023. "Digital disruption of optimal co-innovation configurations," Technovation, Elsevier, vol. 125(C).
  62. Caputa, Wiesława & Krawczyk-Sokolowska, Izabela & Pierscieniak, Agata, 2021. "The potential of web awareness as a determinant of dually defined customer value," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
  63. 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).
  64. Lin, Shunzhi & Lin, Jiabao, 2023. "How organizations leverage digital technology to develop customization and enhance customer relationship performance: An empirical investigation," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
  65. Laura Trueba‐Castañeda & Francisco M. Somohano‐Rodríguez & Begoña Torre‐Olmo, 2024. "Does digitalisation enable small and medium‐sized enterprises to become more sustainable?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(5), pages 4893-4909, September.
  66. Chin, Tachia & Shi, Yi & Singh, Sanjay Kumar & Agbanyo, George Kwame & Ferraris, Alberto, 2022. "Leveraging blockchain technology for green innovation in ecosystem-based business models: A dynamic capability of values appropriation," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
  67. Benedek, Botond & Csiki, Ottó & Demeter, Krisztina & Losonci, Dávid & Szász, Levente, 2025. "Financial impact of digitalization – A time-lagged analysis," International Journal of Production Economics, Elsevier, vol. 288(C).
  68. Yin, Qiaoyi & Song, Dian & Lai, Fujun & Collins, Brian J. & Dogru, Ali K., 2023. "Customizing governance mechanisms to reduce opportunism in buyer–supplier relationships in the digital economy," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
  69. Guo, Min & Wang, Jingbei & Liu, Hui & Zhai, He, 2025. "Analyzing the role of digital technology to enhance firms’ green innovation resilience: A moderated mediation model," International Journal of Production Economics, Elsevier, vol. 288(C).
  70. Boqiang Lin & Qianxiang Zhang, 2023. "Corporate environmental responsibility in polluting firms: Does digital transformation matter?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(5), pages 2234-2246, September.
  71. Sebastiano Cupertino & Gianluca Vitale, 2024. "Exploring the nexus between corporate digitalisation and environmental sustainability: The moderating role of slack resources," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2024(1), pages 87-108.
  72. Xiaowei Song & Jun Yang, 2024. "Assessing the impact of digitization and servitization of manufacturing firms in the context of carbon emission reduction: Evidence from a microsurvey in China," Energy & Environment, , vol. 35(7), pages 3340-3385, November.
  73. Kamalaldin, Anmar & Sjödin, David & Hullova, Dusana & Parida, Vinit, 2021. "Configuring ecosystem strategies for digitally enabled process innovation: A framework for equipment suppliers in the process industries," Technovation, Elsevier, vol. 105(C).
  74. Fan, Yongzhen, 2025. "The innovation effect of digital business model transformation orientation: Evidence from corporate cross-boundary innovation," International Review of Economics & Finance, Elsevier, vol. 103(C).
  75. Sehrish Atif, 2023. "Mapping circular economy principles and servitisation approach in business model canvas: an integrated literature review," Future Business Journal, Springer, vol. 9(1), pages 1-21, December.
  76. Mosch, Philipp & Schweikl, Stefan & Obermaier, Robert, 2021. "Trapped in the supply chain? Digital servitization strategies and power relations in the case of an industrial technology supplier," International Journal of Production Economics, Elsevier, vol. 236(C).
  77. Mine Aksoy & Mustafa K. Yılmaz & Esra Cengiz Tırpan & Mehtap Özşahin & Erman Coşkun & Özgür Uysal, 2025. "Exploring the Non-Linear Impacts of Digital Maturity on Corporate Sustainability: New Evidence from Türkiye," Journal of Research in Economics, Politics & Finance, Ersan ERSOY, vol. 10(SI), pages 107-131.
  78. Jovanovic, Marin & Sjödin, David & Parida, Vinit, 2022. "Co-evolution of platform architecture, platform services, and platform governance: Expanding the platform value of industrial digital platforms," Technovation, Elsevier, vol. 118(C).
  79. Ritala, Paavo & Keränen, Joona & Fishburn, Jessica & Ruokonen, Mika, 2024. "Selling and monetizing data in B2B markets: Four data-driven value propositions," Technovation, Elsevier, vol. 130(C).
  80. 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.
  81. Dieste, Marcos & Sauer, Philipp C. & Orzes, Guido, 2022. "Organizational tensions in industry 4.0 implementation: A paradox theory approach," International Journal of Production Economics, Elsevier, vol. 251(C).
  82. Chengbin Wang & Minju Chen & Qingyang Wang & Yongyan Fang, 2023. "The study of value network reconstruction and business model innovation driven by entrepreneurial orientation," International Entrepreneurship and Management Journal, Springer, vol. 19(4), pages 2013-2036, December.
  83. Jia, Yibo & Cui, Li & Su, Jingqin & Wu, Lin & Akter, Shahriar & Kumar, Ajay, 2024. "Digital servitization in digital enterprise: Leveraging digital platform capabilities to unlock data value," International Journal of Production Economics, Elsevier, vol. 278(C).
  84. 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.
  85. Zahid, R.M. Ammar & Maqsood, Umer Sahil & Hussain, Murtaza & Younas, Muhammad Waleed, 2025. "Incentivizing digitalization: CEO compensation and digitalization in China's A-share corporate landscape," Technology in Society, Elsevier, vol. 82(C).
  86. Lu, Chao & Zhao, Yiwen & Xing, Kai & Liu, Jinxin, 2025. "Digital transformation and corporate fraud: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 106(C).
  87. Attah-Boakye, Rexford & Adams, Kweku & Hernandez-Perdomo, Elvis & Yu, Honglan & Johansson, Jeaneth, 2023. "Resource re-orchestration and firm survival in crisis periods: The role of business models of technology MNEs during COVID-19," Technovation, Elsevier, vol. 125(C).
  88. Marie-Anne Le-Dain & Lamiae Benhayoun & Judy Matthews & Marine Liard, 2023. "Barriers and opportunities of digital servitization for SMEs: the effect of smart Product-Service System business models," Service Business, Springer;Pan-Pacific Business Association, vol. 17(1), pages 359-393, March.
  89. 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).
  90. Wang, Kui & He, Junjia & Zhang, Xiaodan & Xiang, Diandian & Zhang, Ping, 2025. "Unraveling the performance puzzle of digital transformation: The moderating role of TMT heterogeneity and faultline strength," Journal of Business Research, Elsevier, vol. 188(C).
  91. Gao, Yuqiang & Wang, Zishuai & Wang, Kaihua & Zhang, Ruiai & Lu, Yuchen, 2023. "Effect of big data on enterprise financialization: Evidence from China's SMEs," Technology in Society, Elsevier, vol. 75(C).
  92. Yang, Jinglan & Liu, Jianghuai & Yao, Zheng & Ma, Chaoqun, 2024. "Measuring digitalization capabilities using machine learning," Research in International Business and Finance, Elsevier, vol. 70(PB).
  93. Yang Liu & Jing Cheng & Jingjing Dai, 2024. "RETRACTED ARTICLE: Harnessing digital transformation for green innovation in energy transition: a study on R&D investments and spatial spillover in China," Economic Change and Restructuring, Springer, vol. 57(1), pages 1-30, February.
  94. Sun, Zhennan & Du, Qunyang & Du, Anna Min & Li, Zhongyuan & Yang, Tianle, 2024. "The information environment and ecological environment perspectives: Capital market openness and firm ESG rating divergence," Research in International Business and Finance, Elsevier, vol. 71(C).
  95. Mirosław Matusek, 2022. "Exploitation, Exploration, or Ambidextrousness—An Analysis of the Necessary Conditions for the Success of Digital Servitisation," Sustainability, MDPI, vol. 15(1), pages 1-20, December.
  96. Maha Shehadeh & Ahmad Almohtaseb & Jehad Aldehayyat & Ibrahim A. Abu-AlSondos, 2023. "Digital Transformation and Competitive Advantage in the Service Sector: A Moderated-Mediation Model," Sustainability, MDPI, vol. 15(3), pages 1-21, January.
  97. Bhandari, Krishna Raj & Zámborský, Peter & Ranta, Mikko & Salo, Jari, 2023. "Digitalization, internationalization, and firm performance: A resource-orchestration perspective on new OLI advantages," International Business Review, Elsevier, vol. 32(4).
  98. Ghosh, Swapan & Hughes, Mat & Hodgkinson, Ian & Hughes, Paul, 2022. "Digital transformation of industrial businesses: A dynamic capability approach," Technovation, Elsevier, vol. 113(C).
  99. Karabag, Solmaz Filiz & Simonsson, Johan & Berggren, Christian & Andreasson, Martin & Eriksson, Robin, 2026. "Digital transformation as a multi-phase process: a longitudinal study of corporate strategy and business unit adaptation," Journal of Business Research, Elsevier, vol. 202(C).
  100. Zhihua Lai & Bifeng Wang & Xiang He, 2023. "Research on the Digital Transformation of Producer Services to Drive Manufacturing Technology Innovation," Sustainability, MDPI, vol. 15(4), pages 1-21, February.
  101. Chaudhuri, Ranjan & Chatterjee, Sheshadri & Gupta, Shivam & Kamble, Sachin, 2023. "Green supply chain technology and organization performance: Moderating role of environmental dynamism and product-service innovation capability," Technovation, Elsevier, vol. 128(C).
  102. 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.
  103. Zhou, Dan & Kautonen, Mika & Dai, Weiqi & Zhang, Hui, 2021. "Exploring how digitalization influences incumbents in financial services: The role of entrepreneurial orientation, firm assets, and organizational legitimacy," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
  104. Lerch, Christian M. & Horvat, Djerdj & Jasny, Johannes, 2024. "When manufacturers turn into digital platform providers: A transformation model to understand the platformization pathway," International Journal of Production Economics, Elsevier, vol. 273(C).
  105. Chen, Xin & Guo, Shuojia & Xiong, Jie & Ye, Zhuxin, 2023. "Customer engagement, dependence and loyalty: An empirical study of Chinese customers in multitouch service encounters," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
  106. Mishra, Ruchi & Kr Singh, Rajesh & Daim, Tugrul U. & Fosso Wamba, Samuel & Song, Malin, 2024. "Integrated usage of artificial intelligence, blockchain and the internet of things in logistics for decarbonization through paradox lens," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 189(C).
  107. Huikkola, Tuomas & Kohtamäki, Marko & Ylimäki, Juho, 2022. "Becoming a smart solution provider: Reconfiguring a product manufacturer's strategic capabilities and processes to facilitate business model innovation," Technovation, Elsevier, vol. 118(C).
  108. Changling Sun & Ziang Lin & Marek Vochozka & Zuzana Vincúrová, 2022. "Digital transformation and corporate cash holdings in China’s A-share listed companies," Oeconomia Copernicana, Institute of Economic Research, vol. 13(4), pages 1081-1116, December.
  109. Huikkola, Tuomas & Kohtamäki, Marko & Rabetino, Rodrigo & Makkonen, Hannu & Holtkamp, Philipp, 2022. "Overcoming the challenges of smart solution development: Co-alignment of processes, routines, and practices to manage product, service, and software integration," Technovation, Elsevier, vol. 118(C).
  110. Songsong Cheng & Qunpeng Fan & Minghao Huang, 2023. "Strategic Orientation, Dynamic Capabilities, and Digital Transformation of Commercial Banks: A Fuzzy-Set QCA Approach," Sustainability, MDPI, vol. 15(3), pages 1-19, January.
  111. 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).
  112. Larry Catá Backer, 2025. "Trust platforms: The digitalization of corporate governance and the transformation of trust in polycentric space," Regulation & Governance, John Wiley & Sons, vol. 19(3), pages 806-830, July.
  113. Schubert, Torben & Ashouri, Sajad & Deschryvere, Matthias & Jäger, Angela & Visentin, Fabiana & Cunningham, Scott & Hajikhani, Arash & Pukelis, Lukas & Suominen, Arho, 2023. "The role of product digitization for productivity," MERIT Working Papers 2023-004, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  114. 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.
  115. Deon Montasser & Ruslan Prijadi & Tengku Ezni Balqiah, 2023. "The Mediating Effect of IT-Enabled Dynamic Capabilities and Organizational Readiness on the Relationship Between Transformational Leadership and Digital Business Model Innovation: Evidence From Indonesia Incumbent Firms," SAGE Open, , vol. 13(2), pages 21582440231, June.
  116. Weiyu Wang & Maria João Guedes, 2025. "Timing and experience in global markets: unraveling the impact of servitization on new manufacturing venture survival," International Entrepreneurship and Management Journal, Springer, vol. 21(1), pages 1-27, December.
  117. Zeng, Huixiang & Ran, Hangxin & Zhou, Qiong & Jin, Youliang & Cheng, Xu, 2022. "The financial effect of firm digitalization: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
  118. Lacramioara Mansour & Elena Cerasela Spatariu & Gabriela Gheorghiu, 2024. "Digital Information – Innovative Technologies Generate a New Paradigm," Ovidius University Annals, Economic Sciences Series, Ovidius University of Constantza, Faculty of Economic Sciences, vol. 0(1), pages 650-657, August.
  119. 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.
  120. Satirenjit Kaur Johl & Kashif Ali & Kunio Shirahada & Oyelakin Idris Oyewale, 2024. "Green servitization, circular economy, and sustainability a winning combination analysis through hybrid SEM‐ANN approach," Business Strategy and the Environment, Wiley Blackwell, vol. 33(8), pages 8978-8993, December.
  121. Chiara Franco & Filomena Pietrovito, 2024. "Drivers of firms’ digital activities in response to the Covid-19 pandemic," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(3), pages 695-726, September.
  122. 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.
  123. 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).
  124. Upadhayay, Neha B. & Rocchetta, Silvia & Gupta, Shivam & Kamble, Sachin & Stekelorum, Rebecca, 2024. "Blazing the trail: The role of digital and green servitization on technological innovation," Technovation, Elsevier, vol. 130(C).
  125. Truant, Elisa & Broccardo, Laura & Dana, Léo-Paul, 2021. "Digitalisation boosts company performance: an overview of Italian listed companies," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
  126. Huaping Guan & Binhua Guo & Jianwu Zhang, 2022. "Study on the Impact of the Digital Economy on the Upgrading of Industrial Structures—Empirical Analysis Based on Cities in China," Sustainability, MDPI, vol. 14(18), pages 1-18, September.
  127. Kotiranta, Annu & Puumalainen, Kaisu & Sjögren, Helena & Dana, Léo-Paul, 2024. "Digitalization as a growth driver for social enterprises," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  128. 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).
  129. Zhang, Chuan & Liu, Lixia, 2023. "Corporate inventory and cash holdings in digital economy strategy: Evidence from China," Finance Research Letters, Elsevier, vol. 53(C).
  130. 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.
  131. Sehrish Atif & Shehzad Ahmed & Muhammad Wasim & Bassam Zeb & Zeeshan Pervez & Lorraine Quinn, 2021. "Towards a Conceptual Development of Industry 4.0, Servitisation, and Circular Economy: A Systematic Literature Review," Sustainability, MDPI, vol. 13(11), pages 1-27, June.
  132. Li, Xiao Yan & Zhang, Huanbo & Peng, Zhenfeng, 2025. "The nonlinear dynamic effects of fintech on carbon emissions: Evidence from Chinese cities," International Review of Financial Analysis, Elsevier, vol. 104(PB).
  133. Mancuso, Ilaria & Messeni Petruzzelli, Antonio & Panniello, Umberto, 2023. "Innovating agri-food business models after the Covid-19 pandemic: The impact of digital technologies on the value creation and value capture mechanisms," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
  134. Filosa, Clara & Jovanovic, Marin & Agostini, Lara & Nosella, Anna, 2025. "Pivoting B2B platform business models: From platform experimentation to multi-platform integration to ecosystem envelopment," International Journal of Production Economics, Elsevier, vol. 280(C).
  135. Kohtamäki, Marko & Brekke, Thomas & Naeem, Rimsha & Sjödin, David & Parida, Vinit, 2025. "Managerial practices shaping the transformation towards artificial intelligence-enabled product–service systems," International Journal of Production Economics, Elsevier, vol. 286(C).
  136. 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).
  137. Wang, Di & He, Bin & Hu, Zhimu, 2024. "Financial technology and firm productivity: Evidence from Chinese listed enterprises," Finance Research Letters, Elsevier, vol. 63(C).
  138. Marco Bettiol & Mauro Capestro & Eleonora Maria & Stefano Micelli, 2021. "Reacting to the COVID-19 pandemic through digital connectivity with customers: the Italian experience," Italian Journal of Marketing, Springer, vol. 2021(4), pages 305-330, December.
  139. Wu, Kai & Lu, Yufei, 2023. "Corporate digital transformation and financialization: Evidence from Chinese listed firms," Finance Research Letters, Elsevier, vol. 57(C).
  140. Xing, Yijun & Liu, Yipeng & Davies, Philip, 2023. "Servitization innovation: A systematic review, integrative framework, and future research directions," Technovation, Elsevier, vol. 122(C).
  141. Zhang, Wenqiu & Zhao, Junli, 2023. "Digital transformation, environmental disclosure, and environmental performance: An examination based on listed companies in heavy-pollution industries in China," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 505-518.
  142. Bustinza, Oscar F. & Molina, Luis M. & Vendrell-Herrero, Ferran & Opazo-Basaez, Marco, 2024. "AI-enabled smart manufacturing boosts ecosystem value capture: The importance of servitization pathways within digital-intensive industries," International Journal of Production Economics, Elsevier, vol. 277(C).
  143. Jahanger, Atif & Hossain, Mohammad Razib & Awan, Ashar & Adebayo, Tomiwa Sunday, 2024. "Uplifting India from severe energy poverty accounting for strong asymmetries: Do inclusive financial development, digitization and human capital help reduce the asymmetry?," Energy Economics, Elsevier, vol. 134(C).
  144. Ni, Yunsong & Sun, Jiaqi, 2025. "Digital transformation and the development of servitized manufacturing in China: An asset specificity perspective," Finance Research Letters, Elsevier, vol. 85(PB).
  145. Zhou, Dan & Yan, Tingting & Dai, Weiqi & Feng, Junzheng, 2021. "Disentangling the interactions within and between servitization and digitalization strategies: A service-dominant logic," International Journal of Production Economics, Elsevier, vol. 238(C).
  146. Ruiyun Wanyan & Tongpu Zhao & Lingyan Suo & Gene C. Lai, 2025. "Digital transformation and total factor productivity in insurance companies: a catalyst or inhibitor?," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 50(1), pages 142-184, January.
  147. Lianju Ning & Dan Yao, 2023. "The Impact of Digital Transformation on Supply Chain Capabilities and Supply Chain Competitive Performance," Sustainability, MDPI, vol. 15(13), pages 1-22, June.
  148. Vincenzo Scafarto & Tamanna Dalwai & Federica Ricci & Gaetano della Corte, 2023. "Digitalization and Firm Financial Performance in Healthcare: The Mediating Role of Intellectual Capital Efficiency," Sustainability, MDPI, vol. 15(5), pages 1-16, February.
  149. Blanka, Christine & Krumay, Barbara & Rueckel, David, 2022. "The interplay of digital transformation and employee competency: A design science approach," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
  150. Huma Jamshaid & Muhammad Nauman Abbasi & Raza Ali, 2024. "Sustainability Amplified: Servitization, Integration and Buyer-Supplier Nexus," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 13(1), pages 297-306.
  151. Linus Thomson & Anmar Kamalaldin & David Sjödin & Vinit Parida, 2022. "A maturity framework for autonomous solutions in manufacturing firms: The interplay of technology, ecosystem, and business model," International Entrepreneurship and Management Journal, Springer, vol. 18(1), pages 125-152, March.
  152. Calabrese, Armando & Costa, Roberta & Tiburzi, Luigi & Brem, Alexander, 2023. "Merging two revolutions: A human-artificial intelligence method to study how sustainability and Industry 4.0 are intertwined," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
  153. 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).
  154. Li, Huimin & Zhao, Jing & Cao, Yongchao & Su, Limin & Zhao, Zhichao & Zhang, Yafei, 2024. "Servitization and product service system: A literature review on value creation," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  155. 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.
  156. Luo, Shuangcheng & Xiong, Zhiqiao & Liu, Jianjiang, 2024. "How does supply chain digitization affect green innovation? Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 136(C).
  157. Hendri Ginting & Hamidah Nayati Utami & Riyadi Riyadi & Benny Hutahayan, 2025. "Exploring the Impact of Servitization and Digitalization on Firm Competitiveness and Performance: The Moderating Role of Government Support," Sustainability, MDPI, vol. 17(19), pages 1-28, September.
  158. Linde, Lina & Sjödin, David & Parida, Vinit & Wincent, Joakim, 2021. "Dynamic capabilities for ecosystem orchestrationA capability-based framework for smart city innovation initiatives," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
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