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Knowledge Mapping and Sustainable Development of eSports Research: A Bibliometric and Visualized Analysis

Author

Listed:
  • Weisheng Chiu

    (Lee Shau Kee School of Business and Administration, Hong Kong Metropolitan University, Kowloon, Hong Kong)

  • Thomas Chun Man Fan

    (Lee Shau Kee School of Business and Administration, Hong Kong Metropolitan University, Kowloon, Hong Kong)

  • Sang-Back Nam

    (Division of Sport Science, ERICA Campus, Hanyang University, Ansan 15588, Korea)

  • Ping-Hung Sun

    (Physical Education Office, National Chengchi University, Taipei 11605, Taiwan)

Abstract

The rapid expansion of the eSports industry has attracted scholars’ attention in recent years. However, little research has investigated the evolution of the extant eSports literature. This study aimed to explore the existing knowledge base of eSports and its research networks across authors, journals, institutions, and countries by performing a bibliometric analysis. A total of 260 studies published between 2010 and 2021 were extracted from the Scopus database, which is one of the largest abstract and citation databases. Then, they were analyzed using VOSviewer. Specifically, a series of analyses were conducted: (1) citation analysis, (2) co-occurrence analysis of keywords, and (3) co-citation analysis. The findings revealed that the existing eSports literature mainly revolves around eSports games and activities closely related to eSports. Moreover, the most influential authors and publications were identified. In addition, the studies have been published in journals of various disciplines (e.g., technology and psychology), and the concepts and theories in sport-related fields (e.g., sports management) have been extensively applied in eSports research. This study’s findings contribute to a better understanding of eSports research, which can further provide directions for the sustainable development of eSports research.

Suggested Citation

  • Weisheng Chiu & Thomas Chun Man Fan & Sang-Back Nam & Ping-Hung Sun, 2021. "Knowledge Mapping and Sustainable Development of eSports Research: A Bibliometric and Visualized Analysis," Sustainability, MDPI, vol. 13(18), pages 1-17, September.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:18:p:10354-:d:636947
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    References listed on IDEAS

    as
    1. Donthu, Naveen & Kumar, Satish & Mukherjee, Debmalya & Pandey, Nitesh & Lim, Weng Marc, 2021. "How to conduct a bibliometric analysis: An overview and guidelines," Journal of Business Research, Elsevier, vol. 133(C), pages 285-296.
    2. Mercedes Jiménez-García & José Ruiz-Chico & Antonio Rafael Peña-Sánchez & José Antonio López-Sánchez, 2020. "A Bibliometric Analysis of Sports Tourism and Sustainability (2002–2019)," Sustainability, MDPI, vol. 12(7), pages 1-18, April.
    3. M.J. Cobo & A.G. López-Herrera & E. Herrera-Viedma & F. Herrera, 2011. "Science mapping software tools: Review, analysis, and cooperative study among tools," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(7), pages 1382-1402, July.
    4. Anne-Wil Harzing & Satu Alakangas, 2016. "Google Scholar, Scopus and the Web of Science: a longitudinal and cross-disciplinary comparison," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(2), pages 787-804, February.
    5. Fernando J. Garrigos-Simon & Yeamduan Narangajavana-Kaosiri & Ismael Lengua-Lengua, 2018. "Tourism and Sustainability: A Bibliometric and Visualization Analysis," Sustainability, MDPI, vol. 10(6), pages 1-23, June.
    6. Verma, Surabhi & Gustafsson, Anders, 2020. "Investigating the emerging COVID-19 research trends in the field of business and management: A bibliometric analysis approach," Journal of Business Research, Elsevier, vol. 118(C), pages 253-261.
    7. Cobo, M.J. & López-Herrera, A.G. & Herrera-Viedma, E. & Herrera, F., 2011. "An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field," Journal of Informetrics, Elsevier, vol. 5(1), pages 146-166.
    8. Gordon Rogers & Martin Szomszor & Jonathan Adams, 2020. "Sample size in bibliometric analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(1), pages 777-794, October.
    9. Funk, Daniel C. & Pizzo, Anthony D. & Baker, Bradley J., 2018. "eSport management: Embracing eSport education and research opportunities," Sport Management Review, Elsevier, vol. 21(1), pages 7-13.
    10. Philippe Mongeon & Adèle Paul-Hus, 2016. "The journal coverage of Web of Science and Scopus: a comparative analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(1), pages 213-228, January.
    11. M.J. Cobo & A.G. López‐Herrera & E. Herrera‐Viedma & F. Herrera, 2011. "Science mapping software tools: Review, analysis, and cooperative study among tools," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(7), pages 1382-1402, July.
    12. Dzikowski, Piotr, 2018. "A bibliometric analysis of born global firms," Journal of Business Research, Elsevier, vol. 85(C), pages 281-294.
    13. Aleksander Aristovnik & Dejan Ravšelj & Lan Umek, 2020. "A Bibliometric Analysis of COVID-19 across Science and Social Science Research Landscape," Sustainability, MDPI, vol. 12(21), pages 1-30, November.
    14. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    15. Kirstin Hallmann & Thomas Giel, 2018. "eSports – Competitive sports or recreational activity?," Sport Management Review, Taylor & Francis Journals, vol. 21(1), pages 14-20, January.
    16. Martín-Martín, Alberto & Orduna-Malea, Enrique & Thelwall, Mike & Delgado López-Cózar, Emilio, 2018. "Google Scholar, Web of Science, and Scopus: A systematic comparison of citations in 252 subject categories," Journal of Informetrics, Elsevier, vol. 12(4), pages 1160-1177.
    17. E.C.M. Noyons & H.F. Moed & M. Luwel, 1999. "Combining mapping and citation analysis for evaluative bibliometric purposes: A bibliometric study," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 50(2), pages 115-131.
    18. Angels Niñerola & Maria-Victòria Sánchez-Rebull & Ana-Beatriz Hernández-Lara, 2019. "Tourism Research on Sustainability: A Bibliometric Analysis," Sustainability, MDPI, vol. 11(5), pages 1-17, March.
    19. Daniel C. Funk & Anthony D. Pizzo & Bradley J. Baker, 2018. "eSport management: Embracing eSport education and research opportunities," Sport Management Review, Taylor & Francis Journals, vol. 21(1), pages 7-13, January.
    20. Jaime A. Teixeira da Silva & Aamir Raoof Memon, 2017. "CiteScore: A cite for sore eyes, or a valuable, transparent metric?," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 553-556, April.
    21. Haitham Nobanee & Fatima Youssef Al Hamadi & Fatma Ali Abdulaziz & Lina Subhi Abukarsh & Aysha Falah Alqahtani & Shayma Khalifa AlSubaey & Sara Mohamed Alqahtani & Hamama Abdulla Almansoori, 2021. "A Bibliometric Analysis of Sustainability and Risk Management," Sustainability, MDPI, vol. 13(6), pages 1-16, March.
    22. Oriol Vinyals & Igor Babuschkin & Wojciech M. Czarnecki & Michaël Mathieu & Andrew Dudzik & Junyoung Chung & David H. Choi & Richard Powell & Timo Ewalds & Petko Georgiev & Junhyuk Oh & Dan Horgan & M, 2019. "Grandmaster level in StarCraft II using multi-agent reinforcement learning," Nature, Nature, vol. 575(7782), pages 350-354, November.
    23. Hugo Baier-Fuentes & José M. Merigó & José Ernesto Amorós & Magaly Gaviria-Marín, 2019. "International entrepreneurship: a bibliometric overview," International Entrepreneurship and Management Journal, Springer, vol. 15(2), pages 385-429, June.
    24. Cunningham, George B. & Fairley, Sheranne & Ferkins, Lesley & Kerwin, Shannon & Lock, Daniel & Shaw, Sally & Wicker, Pamela, 2018. "eSport: Construct specifications and implications for sport management," Sport Management Review, Elsevier, vol. 21(1), pages 1-6.
    25. Hallmann, Kirstin & Giel, Thomas, 2018. "eSports – Competitive sports or recreational activity?," Sport Management Review, Elsevier, vol. 21(1), pages 14-20.
    26. Gema Albort-Morant & Jörg Henseler & Antonio Leal-Millán & Gabriel Cepeda-Carrión, 2017. "Mapping the Field: A Bibliometric Analysis of Green Innovation," Sustainability, MDPI, vol. 9(6), pages 1-15, June.
    27. Huchang Liao & Ming Tang & Li Luo & Chunyang Li & Francisco Chiclana & Xiao-Jun Zeng, 2018. "A Bibliometric Analysis and Visualization of Medical Big Data Research," Sustainability, MDPI, vol. 10(1), pages 1-18, January.
    28. George B. Cunningham & Sheranne Fairley & Lesley Ferkins & Shannon Kerwin & Daniel Lock & Sally Shaw & Pamela Wicker, 2018. "eSport: Construct specifications and implications for sport management," Sport Management Review, Taylor & Francis Journals, vol. 21(1), pages 1-6, January.
    29. Ole Ellegaard & Johan A. Wallin, 2015. "The bibliometric analysis of scholarly production: How great is the impact?," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(3), pages 1809-1831, December.
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