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Research trends in digital transformation in the service sector: a review based on network text analysis

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  • Jin Sung Rha

    (Dankook University)

  • Hong-Hee Lee

    (St. Mary’s University)

Abstract

Digital transformation has influenced value chain operations of both manufacturing and service firms. This study examined digital transformation in the service sector through network text analysis of 330 related articles published during the past 10 years. The selected papers’ keyword link relations were analyzed to create network maps of research topics, ranging from traditional to emerging ideas of researchers. Dominant research topics and their clusters were identified using centrality and community analyses, and research trends were identified. The results of this study will help researchers and practitioners in the relevant fields capture the overall picture of the field.

Suggested Citation

  • Jin Sung Rha & Hong-Hee Lee, 2022. "Research trends in digital transformation in the service sector: a review based on network text analysis," Service Business, Springer;Pan-Pacific Business Association, vol. 16(1), pages 77-98, March.
  • Handle: RePEc:spr:svcbiz:v:16:y:2022:i:1:d:10.1007_s11628-022-00481-0
    DOI: 10.1007/s11628-022-00481-0
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    References listed on IDEAS

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    1. 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).
    2. Vandermerwe, Sandra & Rada, Juan, 1988. "Servitization of business: Adding value by adding services," European Management Journal, Elsevier, vol. 6(4), pages 314-324, December.
    3. Sang M. Lee & Jin Sung Rha, 2018. "A network text analysis of published papers in service business, 2007–2017: research trends in the service sector," Service Business, Springer;Pan-Pacific Business Association, vol. 12(4), pages 809-831, December.
    4. Jebum Pyun & Jin Sung Rha, 2021. "Review of Research on Digital Supply Chain Management Using Network Text Analysis," Sustainability, MDPI, vol. 13(17), pages 1-24, September.
    5. So-Jin Yu & Jin-Sung Rha, 2021. "Research Trends in Accounting Fraud Using Network Analysis," Sustainability, MDPI, vol. 13(10), pages 1-26, May.
    6. Sestino, Andrea & Prete, Maria Irene & Piper, Luigi & Guido, Gianluigi, 2020. "Internet of Things and Big Data as enablers for business digitalization strategies," Technovation, Elsevier, vol. 98(C).
    7. Lee, Sang M. & Trimi, Silvana, 2021. "Convergence innovation in the digital age and in the COVID-19 pandemic crisis," Journal of Business Research, Elsevier, vol. 123(C), pages 14-22.
    8. David J Teece, 2014. "A dynamic capabilities-based entrepreneurial theory of the multinational enterprise," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 45(1), pages 8-37, January.
    9. Jin Sung Rha, 2020. "Trends of Research on Supply Chain Resilience: A Systematic Review Using Network Analysis," Sustainability, MDPI, vol. 12(11), pages 1-27, May.
    10. Abdel-Basset, Mohamed & Chang, Victor & Nabeeh, Nada A., 2021. "An intelligent framework using disruptive technologies for COVID-19 analysis," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    11. Zied Mani & Inès Chouk, 2018. "Consumer Resistance to Innovation in Services," Post-Print hal-03700875, HAL.
    12. Deborah Agostino & Michela Arnaboldi & Melisa Diaz Lema, 2021. "New development: COVID-19 as an accelerator of digital transformation in public service delivery," Public Money & Management, Taylor & Francis Journals, vol. 41(1), pages 69-72, January.
    13. Sjödin, David & Parida, Vinit & Kohtamäki, Marko & Wincent, Joakim, 2020. "An agile co-creation process for digital servitization: A micro-service innovation approach," Journal of Business Research, Elsevier, vol. 112(C), pages 478-491.
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    Cited by:

    1. HeeSoo Chin & Durga Prasad Marasini & DonHee Lee, 2023. "Digital transformation trends in service industries," Service Business, Springer;Pan-Pacific Business Association, vol. 17(1), pages 11-36, March.
    2. Xiaozhen Pan & Gengxi Xu & Nina Zhu, 2022. "Spatial Peer Effect of Enterprises’ Digital Transformation: Empirical Evidence from Spatial Autoregressive Models," Sustainability, MDPI, vol. 14(19), pages 1-19, October.
    3. Mark Anthony Camilleri & Ciro Troise, 2023. "Live support by chatbots with artificial intelligence: A future research agenda," Service Business, Springer;Pan-Pacific Business Association, vol. 17(1), pages 61-80, March.
    4. 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.
    5. Darshan Pandya & Gopal Kumar, 2023. "Applying Industry 4.0 technologies for the sustainability of small service enterprises," Service Business, Springer;Pan-Pacific Business Association, vol. 17(1), pages 37-59, March.
    6. 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.
    7. Sang-Heui Lee & Christine E. Fogliasso & Seunghye Jung & M. Minsuk Shin & Connie Shum, 2023. "User psychological states and enterprise information systems adoption: evidence from the United States, Zimbabwe, South Korea, and Paraguay," Service Business, Springer;Pan-Pacific Business Association, vol. 17(2), pages 477-497, June.
    8. Soon Goo Hong & DonHee Lee, 2023. "Development of a citizen participation public service innovation model based on smart governance," Service Business, Springer;Pan-Pacific Business Association, vol. 17(3), pages 669-694, September.

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