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Integration of Smart City Technology and Business Model Innovation

Author

Listed:
  • Zhen Liu

    (School of Design, South China University of Technology, Guangzhou 510006, China
    Digital Intelligence Enhanced Design Innovation Laboratory, Key Laboratory of Philosophy and Social Science in General Universities of Guangdong Province, Guangzhou 510006, China
    These authors contributed equally to this work.)

  • Yixin Liu

    (School of Design, South China University of Technology, Guangzhou 510006, China
    Digital Intelligence Enhanced Design Innovation Laboratory, Key Laboratory of Philosophy and Social Science in General Universities of Guangdong Province, Guangzhou 510006, China
    These authors contributed equally to this work.)

  • Mohamed Osmani

    (School of Architecture, Building and Civil Engineering, Loughborough University, Loughborough LE11 3TU, UK)

Abstract

At present, the progress of business model stages supported by a variety of technology categories may unclear, and the integration of technology application and business model innovation (BMI) is hard due to operational practices in various industries and research areas, which block the view of the integration of smart city technology (SCT) and BMI for further development. Thus, this paper aims to explore the current research on the integration of SCT and BMI and identify the current research status and hotspots, assisting in indicating the status of these technologies in the business model stages in order to determine future trends, and adopts a mixed research methodology including a macro-quantitative method based on bibliometrics and a micro-qualitative method using content analysis. The results reveal a 17-year (2007 to 2023) integration of SCT and BMI enhanced by cloud computing, big data, Internet of Things, and artificial intelligence in recent years, with the most current studies focusing on the ideation and design stages of the business model stages with an emphasis on using digital capabilities to refine, formulate, and design the corresponding business model while defining the strategy through internal and external factors. Interestingly, Industry 4.0 and digital servitization are currently the key trends.

Suggested Citation

  • Zhen Liu & Yixin Liu & Mohamed Osmani, 2024. "Integration of Smart City Technology and Business Model Innovation," Sustainability, MDPI, vol. 16(12), pages 1-30, June.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:12:p:5102-:d:1415545
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    References listed on IDEAS

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    1. Payam Hanafizadeh & Parastou Hatami & Morteza Analoui & Amir Albadvi, 2021. "Business model innovation driven by the internet of things technology, in internet service providers’ business context," Information Systems and e-Business Management, Springer, vol. 19(4), pages 1175-1243, December.
    2. Sun, Yi & Jiang, Shiqing & Jia, Wanjiao & Wang, Yu, 2022. "Blockchain as a cutting-edge technology impacting business: A systematic literature review perspective," Telecommunications Policy, Elsevier, vol. 46(10).
    3. Thed van Leeuwen, 2006. "The application of bibliometric analyses in the evaluation of social science research. Who benefits from it, and why it is still feasible," Scientometrics, Springer;Akadémiai Kiadó, vol. 66(1), pages 133-154, January.
    4. 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.
    5. Michael Sturm & Jörg Weking & Markus Böhm & Maximilian Schreieck & Helmut Krcmar, 2023. "How two leading partners learn to tango: The case of IoT-based business model co-innovation between a retailer and an electronics supplier," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-17, December.
    6. Bustinza, Oscar F. & Vendrell-Herrero, Ferran & Baines, Tim, 2017. "Service implementation in manufacturing: An organisational transformation perspective," International Journal of Production Economics, Elsevier, vol. 192(C), pages 1-8.
    7. Ewa Stawiarska & Danuta Szwajca & Mirosław Matusek & Radosław Wolniak, 2021. "Diagnosis of the Maturity Level of Implementing Industry 4.0 Solutions in Selected Functional Areas of Management of Automotive Companies in Poland," Sustainability, MDPI, vol. 13(9), pages 1-38, April.
    8. Thomson, Linus & Sjödin, David & Parida, Vinit & Jovanovic, Marin, 2023. "Conceptualizing business model piloting: An experiential learning process for autonomous solutions," Technovation, Elsevier, vol. 126(C).
    9. Andreas Eigner & Christian Stary, 2023. "The Role of Internet-of-Things for Service Transformation," SAGE Open, , vol. 13(1), pages 21582440231, March.
    10. Mintak Han & Jeonghwan Jeon, 2023. "Roadmap Incorporating Data Management Perspective for Platform Business Model Innovation," Sustainability, MDPI, vol. 15(4), pages 1-19, February.
    11. Mariani, Marcello M. & Machado, Isa & Magrelli, Vittoria & Dwivedi, Yogesh K., 2023. "Artificial intelligence in innovation research: A systematic review, conceptual framework, and future research directions," Technovation, Elsevier, vol. 122(C).
    12. Janssen, Marijn & van der Voort, Haiko & Wahyudi, Agung, 2017. "Factors influencing big data decision-making quality," Journal of Business Research, Elsevier, vol. 70(C), pages 338-345.
    13. Denicolai, Stefano & Previtali, Pietro, 2020. "Precision Medicine: Implications for value chains and business models in life sciences," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    14. Ramakrishnan Ramanathan & Yanqing Duan & Tahmina Ajmal & Katarzyna Pelc & James Gillespie & Sahar Ahmadzadeh & Joan Condell & Imke Hermens & Usha Ramanathan, 2023. "Motivations and Challenges for Food Companies in Using IoT Sensors for Reducing Food Waste: Some Insights and a Road Map for the Future," Sustainability, MDPI, vol. 15(2), pages 1-21, January.
    15. Trabucchi, Daniel & Patrucco, Andrea S. & Buganza, Tommaso & Marzi, Giacomo, 2023. "Is transparency the new green? How business model transparency influences digital service adoption," Technovation, Elsevier, vol. 126(C).
    16. Bingqin Dai & Wenquan Liang, 2022. "The Impact of Big Data Technical Skills on Novel Business Model Innovation Based on the Role of Resource Integration and Environmental Uncertainty," Sustainability, MDPI, vol. 14(5), pages 1-16, February.
    17. Zhaozhi Wang & Shoufu Lin & Yang Chen & Oleksii Lyulyov & Tetyana Pimonenko, 2023. "Digitalization Effect on Business Performance: Role of Business Model Innovation," Sustainability, MDPI, vol. 15(11), pages 1-19, June.
    18. Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
    19. Saeed Nosratabadi & Amirhosein Mosavi & Zoltan Lakner, 2020. "Food Supply Chain and Business Model Innovation," Papers 2001.03982, arXiv.org.
    20. Acciarini, Chiara & Cappa, Francesco & Boccardelli, Paolo & Oriani, Raffaele, 2023. "How can organizations leverage big data to innovate their business models? A systematic literature review," Technovation, Elsevier, vol. 123(C).
    21. Giulia Goffetti & Daniel Böckin & Henrikke Baumann & Anne‐Marie Tillman & Thomas Zobel, 2022. "Towards sustainable business models with a novel life cycle assessment method," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2019-2035, July.
    22. Hua Zhang & Shaofeng Yuan, 2023. "How and When Does Big Data Analytics Capability Boost Innovation Performance?," Sustainability, MDPI, vol. 15(5), pages 1-19, February.
    23. Aleksandra Kuzior & Mariya Sira & Paulina Brożek, 2023. "Use of Artificial Intelligence in Terms of Open Innovation Process and Management," Sustainability, MDPI, vol. 15(9), pages 1-16, April.
    24. Linlin Zheng & Yashi Dong & Jineng Chen & Yuyi Li & Wenzhuo Li & Miaolian Su, 2022. "Impact of Crisis on Sustainable Business Model Innovation—The Role of Technology Innovation," Sustainability, MDPI, vol. 14(18), pages 1-28, September.
    25. Gaspare D’Amico & Roberta Arbolino & Lei Shi & Tan Yigitcanlar & Giuseppe Ioppolo, 2021. "Digital Technologies for Urban Metabolism Efficiency: Lessons from Urban Agenda Partnership on Circular Economy," Sustainability, MDPI, vol. 13(11), pages 1-23, May.
    26. Mariani, Marcello M. & Machado, Isa & Nambisan, Satish, 2023. "Types of innovation and artificial intelligence: A systematic quantitative literature review and research agenda," Journal of Business Research, Elsevier, vol. 155(PB).
    27. Barbara Brenner, 2018. "Transformative Sustainable Business Models in the Light of the Digital Imperative—A Global Business Economics Perspective," Sustainability, MDPI, vol. 10(12), pages 1-25, November.
    28. 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.
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