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Research Trends of the Internet of Things in Relation to Business Model Innovation: Results from Co-Word and Content Analyses

Author

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  • Atik Kulakli

    (College of Business Administration, American University of the Middle East, Egaila 54200, Kuwait)

  • Cenk Lacin Arikan

    (College of Business Administration, American University of the Middle East, Egaila 54200, Kuwait)

Abstract

In the era of the Internet of Things, innovative business model initiatives continue to deepen, and the trend of search domains continues to expand. This paper aims to scientifically analyze research trends of the Internet of Things in relation to Business Model Innovation through bibliometric studies. The data were collected using the Clarivate Web of Science (WoS) Core Collection (SSCI and SCI indexed) from 2005 to 2022 (November). However, the publications for the research domains started in 2015. The results show that scientific publications on the Internet of Things in relation to Business Model Innovation have increased gradually since 2019. The WoS database is utilized for analyses because it contains journals and conference proceedings deemed more relevant by the academic domain and highly reputable sources for bibliometric studies. The VOS viewer, R Language, and Microsoft Excel were also used to analyze and complete the study. Bibliometric and scientometric analyses were conducted to identify publication patterns, text analysis, most important keywords (co-word, word cloud, and co-occurrence), trends for the topicality, and content clustering for the publication periods. The visualization of the research trends of the Internet of Things in relation to Business Model Innovation resulted in four co-occurrence clusters leading to some of the topic areas mentioned as follows: (1) The Internet of Things, (2) Business model innovation, (3) Technology infrastructure, and (4) Digital transformation and capabilities. The results of this study will assist academics in identifying worldwide research trends related to the Internet of Things and Business Model Innovation as well as recommending future research areas.

Suggested Citation

  • Atik Kulakli & Cenk Lacin Arikan, 2023. "Research Trends of the Internet of Things in Relation to Business Model Innovation: Results from Co-Word and Content Analyses," Future Internet, MDPI, vol. 15(2), pages 1-17, February.
    • Handle: RePEc:gam:jftint:v:15:y:2023:i:2:p:81-:d:1072512
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    References listed on IDEAS

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    1. Stephen L. Vargo & Robert F. Lusch, 2016. "Institutions and axioms: an extension and update of service-dominant logic," Journal of the Academy of Marketing Science, Springer, vol. 44(1), pages 5-23, January.
    2. Henry Chesbrough & Richard S. Rosenbloom, 2002. "The role of the business model in capturing value from innovation: evidence from Xerox Corporation's technology spin-off companies," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(3), pages 529-555, June.
    3. Christian Arnold & Daniel Kiel & Kai-Ingo Voigt, 2016. "How The Industrial Internet Of Things Changes Business Models In Different Manufacturing Industries," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 20(08), pages 1-25, December.
    4. Jan F. Tesch & Anne-Sophie Brillinger & Dominik Bilgeri, 2017. "Internet Of Things Business Model Innovation And The Stage-Gate Process: An Exploratory Analysis," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(05), pages 1-19, June.
    5. 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.
    6. Sabin Foltean & Bogdana Glovatchi, 2021. "Business Model Innovation for IoT Solutions: An Exploratory Study of Strategic Factors and Expected Outcomes," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 23(57), pages 392-392.
    7. Vinit Parida & David Sjödin & Wiebke Reim, 2019. "Reviewing Literature on Digitalization, Business Model Innovation, and Sustainable Industry: Past Achievements and Future Promises," Sustainability, MDPI, vol. 11(2), pages 1-18, January.
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