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IoT powered servitization of manufacturing – an exploratory case study
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- Peter Qvist-Sørensen, 2020. "Applying IIoT and AI - Opportunities, Requirements and Challenges for Industrial Machine and Equipment Manufacturers to Expand Their Services," Central European Business Review, Prague University of Economics and Business, vol. 2020(2), pages 46-77.
- Omar, Yamila M. & Minoufekr, Meysam & Plapper, Peter, 2019. "Business analytics in manufacturing: Current trends, challenges and pathway to market leadership," Operations Research Perspectives, Elsevier, vol. 6(C).
- Delgosha, Mohammad Soltani & Hajiheydari, Nastaran & Talafidaryani, Mojtaba, 2022. "Discovering IoT implications in business and management: A computational thematic analysis," Technovation, Elsevier, vol. 118(C).
- Grubic, Tonci & Jennions, Ian, 2018. "Do outcome-based contracts exist? The investigation of power-by-the-hour and similar result-oriented cases," International Journal of Production Economics, Elsevier, vol. 206(C), pages 209-219.
- Birch-Jensen, Andrea & Gremyr, Ida & Halldórsson, Árni, 2020. "Digitally connected services: Improvements through customer-initiated feedback," European Management Journal, Elsevier, vol. 38(5), pages 814-825.
- Zong, Yi & Gu, Guoda, 2022. "The threshold effect of manufacturing Servitization on carbon emission: An empirical analysis based on multinational panel data," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 353-364.
- 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).
- Cui, Yongfeng & Liu, Wei & Rani, Pratibha & Alrasheedi, Melfi, 2021. "Internet of Things (IoT) adoption barriers for the circular economy using Pythagorean fuzzy SWARA-CoCoSo decision-making approach in the manufacturing sector," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
- 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).
- 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).
- 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).
- Yuki Inoue & Takeshi Takenaka & Takami Kasasaku & Tadafumi Tamegai & Ryohei Arai, 2023. "How to design platform ecosystems by intrapreneurs: Implications from action design research on IoT-based platform," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-26, December.
- Gillani, Fatima & Chatha, Kamran Ali & Sadiq Jajja, Muhammad Shakeel & Farooq, Sami, 2020. "Implementation of digital manufacturing technologies: Antecedents and consequences," International Journal of Production Economics, Elsevier, vol. 229(C).
- Elias G. Carayannis & Klitos Christodoulou & Panayiotis Christodoulou & Savvas A. Chatzichristofis & Zinon Zinonos, 2022. "Known Unknowns in an Era of Technological and Viral Disruptions—Implications for Theory, Policy, and Practice," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(1), pages 587-610, March.
- 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).
- Ahi, Alan A. & Sinkovics, Noemi & Shildibekov, Yelnur & Sinkovics, Rudolf R. & Mehandjiev, Nikolay, 2022. "Advanced technologies and international business: A multidisciplinary analysis of the literature," International Business Review, Elsevier, vol. 31(4).
- Kabadurmus, Ozgur & Kayikci, Yaşanur & Demir, Sercan & Koc, Basar, 2023. "A data-driven decision support system with smart packaging in grocery store supply chains during outbreaks," Socio-Economic Planning Sciences, Elsevier, vol. 85(C).
- Kristoffersen, Eivind & Mikalef, Patrick & Blomsma, Fenna & Li, Jingyue, 2021. "Towards a business analytics capability for the circular economy," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
- Asadi, Shahla & Nilashi, Mehrbakhsh & Iranmanesh, Mohammad & Hyun, Sunghyup Sean & Rezvani, Azadeh, 2022. "Effect of internet of things on manufacturing performance: A hybrid multi-criteria decision-making and neuro-fuzzy approach," Technovation, Elsevier, vol. 118(C).
- Ghannouchi, Imen, 2023. "Examining the dynamic nexus between industry 4.0 technologies and sustainable economy: New insights from empirical evidence using GMM estimator across 20 OECD nations," Technology in Society, Elsevier, vol. 75(C).
- Baik, Kibok & Kim, Kyoung Yong & Patel, Pankaj C., 2019. "The internal ecosystem of high performance work system and employee service-providing capability: A contingency approach for servitizing firms," Journal of Business Research, Elsevier, vol. 104(C), pages 402-410.
- 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.
- Videsh Desingh & Baskaran R, 2022. "Internet of Things adoption barriers in the Indian healthcare supply chain: An ISM‐fuzzy MICMAC approach," International Journal of Health Planning and Management, Wiley Blackwell, vol. 37(1), pages 318-351, January.
- Sittiporn Pimsakul & Premaratne Samaranayake & Tritos Laosirihongthong, 2021. "Prioritizing Enabling Factors of IoT Adoption for Sustainability in Supply Chain Management," Sustainability, MDPI, vol. 13(22), pages 1-22, November.
- Xing, Yijun & Liu, Yipeng & Davies, Philip, 2023. "Servitization innovation: A systematic review, integrative framework, and future research directions," Technovation, Elsevier, vol. 122(C).
- Graziela Molling & Amarolinda Zanela Klein, 2022. "Value proposition of IoT-based products and services: a framework proposal," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(2), pages 899-926, June.
- Stornelli, Aldo & Ozcan, Sercan & Simms, Christopher, 2021. "Advanced manufacturing technology adoption and innovation: A systematic literature review on barriers, enablers, and innovation types," Research Policy, Elsevier, vol. 50(6).
- Kumar, Mukesh & Tsolakis, Naoum & Agarwal, Anshul & Srai, Jagjit Singh, 2020. "Developing distributed manufacturing strategies from the perspective of a product-process matrix," International Journal of Production Economics, Elsevier, vol. 219(C), pages 1-17.
- Culot, Giovanna & Nassimbeni, Guido & Orzes, Guido & Sartor, Marco, 2020. "Behind the definition of Industry 4.0: Analysis and open questions," International Journal of Production Economics, Elsevier, vol. 226(C).
- Osterrieder, Philipp & Budde, Lukas & Friedli, Thomas, 2020. "The smart factory as a key construct of industry 4.0: A systematic literature review," International Journal of Production Economics, Elsevier, vol. 221(C).
- Kahle, Júlia Hofmeister & Marcon, Érico & Ghezzi, Antonio & Frank, Alejandro G., 2020. "Smart Products value creation in SMEs innovation ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 156(C).
- 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).
- 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.
- 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).
- Guo, Penghui & Feng, Gengzhong & Wang, Kai & Hua, Jiawen, 2024. "Analysis of financing strategies for digital technology investment under privacy concerns and competition," International Journal of Production Economics, Elsevier, vol. 274(C).
- 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.
- 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.
- Garcia Martin, Patricia Carolina & Schroeder, Andreas & Ziaee Bigdeli, Ali, 2019. "The value architecture of servitization: Expanding the research scope," Journal of Business Research, Elsevier, vol. 104(C), pages 438-449.
- Jang, Kyeong Kook & Bae, Joonheui & Kim, Kyung Hoon, 2021. "Servitization experience measurement and the effect of servitization experience on brand resonance and customer retention," Journal of Business Research, Elsevier, vol. 130(C), pages 384-397.
- 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.
- Li, Ai Qiang & Kumar, Maneesh & Claes, Björn & Found, Pauline, 2020. "The state-of-the-art of the theory on Product-Service Systems," International Journal of Production Economics, Elsevier, vol. 222(C).
- Ana Beatriz Lopes de Sousa Jabbour & Charbel Jose Chiappetta Jabbour & Moacir Godinho Filho & David Roubaud, 2018. "Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations," Annals of Operations Research, Springer, vol. 270(1), pages 273-286, November.
- Daxing Chen & Helian Xu & Guangya Zhou, 2024. "Has Artificial Intelligence Promoted Manufacturing Servitization: Evidence from Chinese Enterprises," Sustainability, MDPI, vol. 16(6), pages 1-19, March.
- Tomohiko Sakao & Abhijna Neramballi, 2020. "A Product/Service System Design Schema: Application to Big Data Analytics," Sustainability, MDPI, vol. 12(8), pages 1-22, April.
- 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).
- Marco Antonio Paula Pinheiro & Daniel Jugend & Ana Beatriz Lopes de Sousa Jabbour & Charbel Jose Chiappetta Jabbour & Hengky Latan, 2022. "Circular economy‐based new products and company performance: The role of stakeholders and Industry 4.0 technologies," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 483-499, January.
- Zerbino, Pierluigi & Stefanini, Alessandro & Aloini, Davide & Dulmin, Riccardo & Mininno, Valeria, 2021. "Curling linearity into circularity: The benefits of formal scavenging in closed-loop settings," International Journal of Production Economics, Elsevier, vol. 240(C).
- Apilioğulları, Lütfi, 2022. "Digital transformation in project-based manufacturing: Developing the ISA-95 model for vertical integration," International Journal of Production Economics, Elsevier, vol. 245(C).
- Tao, Chang-Qi & Yi, Meng-Ying & Wang, Chang-Song, 2023. "Coupling coordination analysis and Spatiotemporal heterogeneity between data elements and green development in China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 1-15.
- 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).
- Kristoffersen, Eivind & Blomsma, Fenna & Mikalef, Patrick & Li, Jingyue, 2020. "The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies," Journal of Business Research, Elsevier, vol. 120(C), pages 241-261.
- Zhang Yu & Syed Abdul Rehman Khan & Muhammad Umar, 2022. "Circular economy practices and industry 4.0 technologies: A strategic move of automobile industry," Business Strategy and the Environment, Wiley Blackwell, vol. 31(3), pages 796-809, March.
- 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).
- Chiappetta Jabbour, Charbel Jose & De Camargo Fiorini, Paula & Wong, Christina W.Y. & Jugend, Daniel & Lopes De Sousa Jabbour, Ana Beatriz & Roman Pais Seles, Bruno Michel & Paula Pinheiro, Marco Anto, 2020. "First-mover firms in the transition towards the sharing economy in metallic natural resource-intensive industries: Implications for the circular economy and emerging industry 4.0 technologies," Resources Policy, Elsevier, vol. 66(C).
- Mitsuhiro Fukuzawa & Ryosuke Sugie & Youngwon Park & Jin Shi, 2022. "An Exploratory Case Study on the Metrics and Performance of IoT Investment in Japanese Manufacturing Firms," Sustainability, MDPI, vol. 14(5), pages 1-21, February.