IDEAS home Printed from https://ideas.repec.org/a/spr/elcore/v22y2022i3d10.1007_s10660-020-09410-7.html
   My bibliography  Save this article

Knowledge mapping of platform research: a visual analysis using VOSviewer and CiteSpace

Author

Listed:
  • Xue Ding

    (Nanjing University)

  • Zhong Yang

    (Nanjing University)

Abstract

This study offers a systematic review of academic research on platforms in management, business and economics. By using two visualization tools named VOSviewer and CiteSpace, we analyzed 619 articles on platform research with associated 23,093 references from the Web of Science database. We have discerned the most impact publications, authors, journals, institutions and countries in the platform research. In addition, we have explored the structures of the cited references, cited authors and cited journals to further understand the theoretical basis of the platform research. Moreover, by evolution analysis through CiteSpace and co-occurrence analysis through VOSViewer, we explored the evolution process of platform research and predicted the future development trends. The results conjunctively achieved by VOSviewer and CiteSpace will enhance understanding of platform research and enable future developments for both theorists and practitioners.

Suggested Citation

  • Xue Ding & Zhong Yang, 2022. "Knowledge mapping of platform research: a visual analysis using VOSviewer and CiteSpace," Electronic Commerce Research, Springer, vol. 22(3), pages 787-809, September.
  • Handle: RePEc:spr:elcore:v:22:y:2022:i:3:d:10.1007_s10660-020-09410-7
    DOI: 10.1007/s10660-020-09410-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10660-020-09410-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10660-020-09410-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Timothy F. Bresnahan & Shane Greenstein, 1999. "Technological Competition and the Structure of the Computer Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 47(1), pages 1-40, March.
    2. Belleflamme, Paul & Omrani, Nessrine & Peitz, Martin, 2015. "The economics of crowdfunding platforms," Information Economics and Policy, Elsevier, vol. 33(C), pages 11-28.
    3. West, Joel, 2003. "How open is open enough?: Melding proprietary and open source platform strategies," Research Policy, Elsevier, vol. 32(7), pages 1259-1285, July.
    4. Amrit Tiwana & Benn Konsynski & Ashley A. Bush, 2010. "Research Commentary ---Platform Evolution: Coevolution of Platform Architecture, Governance, and Environmental Dynamics," Information Systems Research, INFORMS, vol. 21(4), pages 675-687, December.
    5. Yi Cui & Jian Mou & Yanping Liu, 2018. "Knowledge mapping of social commerce research: a visual analysis using CiteSpace," Electronic Commerce Research, Springer, vol. 18(4), pages 837-868, December.
    6. Katherine W. McCain, 1991. "Mapping economics through the journal literature: An experiment in journal cocitation analysis," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 42(4), pages 290-296, May.
    7. 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.
    8. Albort-Morant, Gema & Ribeiro-Soriano, Domingo, 2016. "A bibliometric analysis of international impact of business incubators," Journal of Business Research, Elsevier, vol. 69(5), pages 1775-1779.
    9. Jean-Charles Rochet & Jean Tirole, 2003. "Platform Competition in Two-Sided Markets," Journal of the European Economic Association, MIT Press, vol. 1(4), pages 990-1029, June.
    10. Carvalho, M.M. & Fleury, André & Lopes, Ana Paula, 2013. "An overview of the literature on technology roadmapping (TRM): Contributions and trends," Technological Forecasting and Social Change, Elsevier, vol. 80(7), pages 1418-1437.
    11. Melissa A. Schilling, 2015. "Technology Shocks, Technological Collaboration, and Innovation Outcomes," Organization Science, INFORMS, vol. 26(3), pages 668-686, June.
    12. Bjørn Asheim & Ron Boschma & Philip Cooke, 2011. "Constructing Regional Advantage: Platform Policies Based on Related Variety and Differentiated Knowledge Bases," Regional Studies, Taylor & Francis Journals, vol. 45(7), pages 893-904.
    13. Ron Adner & Rahul Kapoor, 2010. "Value creation in innovation ecosystems: how the structure of technological interdependence affects firm performance in new technology generations," Strategic Management Journal, Wiley Blackwell, vol. 31(3), pages 306-333, March.
    14. E. Glen Weyl, 2010. "A Price Theory of Multi-sided Platforms," American Economic Review, American Economic Association, vol. 100(4), pages 1642-1672, September.
    15. 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.
    16. Dzikowski, Piotr, 2018. "A bibliometric analysis of born global firms," Journal of Business Research, Elsevier, vol. 85(C), pages 281-294.
    17. Gaviria-Marin, Magaly & Merigó, José M. & Baier-Fuentes, Hugo, 2019. "Knowledge management: A global examination based on bibliometric analysis," Technological Forecasting and Social Change, Elsevier, vol. 140(C), pages 194-220.
    18. Katz, Michael L & Shapiro, Carl, 1985. "Network Externalities, Competition, and Compatibility," American Economic Review, American Economic Association, vol. 75(3), pages 424-440, June.
    19. Rey-Martí, Andrea & Ribeiro-Soriano, Domingo & Palacios-Marqués, Daniel, 2016. "A bibliometric analysis of social entrepreneurship," Journal of Business Research, Elsevier, vol. 69(5), pages 1651-1655.
    20. Jean‐Charles Rochet & Jean Tirole, 2006. "Two‐sided markets: a progress report," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 645-667, September.
    21. Danvila-del-Valle, Ignacio & Estévez-Mendoza, Carlos & Lara, Francisco J., 2019. "Human resources training: A bibliometric analysis," Journal of Business Research, Elsevier, vol. 101(C), pages 627-636.
    22. Garcia-Swartz, Daniel D. & Garcia-Vicente, Florencia, 2015. "Network effects on the iPhone platform: An empirical examination," Telecommunications Policy, Elsevier, vol. 39(10), pages 877-895.
    23. 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.
    24. Geoffrey G. Parker & Marshall W. Van Alstyne, 2005. "Two-Sided Network Effects: A Theory of Information Product Design," Management Science, INFORMS, vol. 51(10), pages 1494-1504, October.
    25. Kevin Boudreau, 2010. "Open Platform Strategies and Innovation: Granting Access vs. Devolving Control," Management Science, INFORMS, vol. 56(10), pages 1849-1872, October.
    26. Henry Small, 1973. "Co‐citation in the scientific literature: A new measure of the relationship between two documents," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 24(4), pages 265-269, July.
    27. James E. Prieger & Wei‐Min Hu, 2012. "Applications Barrier To Entry And Exclusive Vertical Contracts In Platform Markets," Economic Inquiry, Western Economic Association International, vol. 50(2), pages 435-452, April.
    28. Merigó, José M. & Yang, Jian-Bo, 2017. "A bibliometric analysis of operations research and management science," Omega, Elsevier, vol. 73(C), pages 37-48.
    29. Yubo Chen & Jinhong Xie, 2008. "Online Consumer Review: Word-of-Mouth as a New Element of Marketing Communication Mix," Management Science, INFORMS, vol. 54(3), pages 477-491, March.
    30. Mark Armstrong & Julian Wright, 2007. "Two-sided Markets, Competitive Bottlenecks and Exclusive Contracts," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 32(2), pages 353-380, August.
    31. Schamari, Julia & Schaefers, Tobias, 2015. "Leaving the Home Turf: How Brands Can Use Webcare on Consumer-generated Platforms to Increase Positive Consumer Engagement," Journal of Interactive Marketing, Elsevier, vol. 30(C), pages 20-33.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Guofeng Wang & Rui Shi & Wei Cheng & Lihua Gao & Xiankai Huang, 2023. "Bibliometric Analysis for Carbon Neutrality with Hotspots, Frontiers, and Emerging Trends between 1991 and 2022," IJERPH, MDPI, vol. 20(2), pages 1-23, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jingtao Yi & Jinqiu He & Lihong Yang, 2019. "Platform heterogeneity, platform governance and complementors’ product performance: an empirical study of the mobile application industry," Frontiers of Business Research in China, Springer, vol. 13(1), pages 1-20, December.
    2. Shi, Xianwei & Liang, Xingkun & Luo, Yining, 2023. "Unpacking the intellectual structure of ecosystem research in innovation studies," Research Policy, Elsevier, vol. 52(6).
    3. Rodolphe Durand & Robert M. Grant & Tammy L. Madsen & David P. McIntyre & Arati Srinivasan, 2017. "Networks, platforms, and strategy: Emerging views and next steps," Strategic Management Journal, Wiley Blackwell, vol. 38(1), pages 141-160, January.
    4. Jan Frederic Nerbel & Markus Kreutzer, 2023. "Digital platform ecosystems in flux: From proprietary digital platforms to wide-spanning ecosystems," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-20, December.
    5. Burcu Tan & Edward G. Anderson, Jr. & Geoffrey G. Parker, 2020. "Platform Pricing and Investment to Drive Third-Party Value Creation in Two-Sided Networks," Information Systems Research, INFORMS, vol. 31(1), pages 217-239, March.
    6. Martin Poniatowski & Hedda Lüttenberg & Daniel Beverungen & Dennis Kundisch, 2022. "Three layers of abstraction: a conceptual framework for theorizing digital multi-sided platforms," Information Systems and e-Business Management, Springer, vol. 20(2), pages 257-283, June.
    7. Pereira, Joana & Tavalaei, M. Mahdi & Ozalp, Hakan, 2019. "Blockchain-based platforms: Decentralized infrastructures and its boundary conditions," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 94-102.
    8. Gaviria-Marin, Magaly & Merigó, José M. & Baier-Fuentes, Hugo, 2019. "Knowledge management: A global examination based on bibliometric analysis," Technological Forecasting and Social Change, Elsevier, vol. 140(C), pages 194-220.
    9. Gawer, Annabelle, 2014. "Bridging differing perspectives on technological platforms: Toward an integrative framework," Research Policy, Elsevier, vol. 43(7), pages 1239-1249.
    10. Jullien, Bruno & Pavan, Alessandro & Rysman, Marc, 2021. "Two-sided Markets, Pricing, and Network Effects," TSE Working Papers 21-1238, Toulouse School of Economics (TSE).
    11. Xing Wan & Javier Cenamor & Geoffrey Parker & Marshall Van Alstyne, 2017. "Unraveling Platform Strategies: A Review from an Organizational Ambidexterity Perspective," Sustainability, MDPI, vol. 9(5), pages 1-18, May.
    12. Jabbour, Chady & Rey-Valette, Hélène & Maurel, Pierre & Salles, Jean-Michel, 2019. "Spatial data infrastructure management: A two-sided market approach for strategic reflections," International Journal of Information Management, Elsevier, vol. 45(C), pages 69-82.
    13. Paul Belleflamme & Martin Peitz, 2018. "Platforms and network effects," Chapters, in: Luis C. Corchón & Marco A. Marini (ed.), Handbook of Game Theory and Industrial Organization, Volume II, chapter 11, pages 286-317, Edward Elgar Publishing.
    14. Liu, He & Li, Xuerong & Wang, Shouyang, 2021. "A bibliometric analysis of 30 years of platform research: Developing the research agenda for platforms, the associated technologies and social impacts," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    15. Elizabeth J. Altman & Mary Tripsas, 2013. "Product to Platform Transitions: Organizational Identity Implications," Harvard Business School Working Papers 14-045, Harvard Business School, revised Sep 2014.
    16. Kazan, Erol & Tan, Chee-Wee & Lim, Eric T.K & Sørensen, Carsten & Damsgaard, Jan, 2018. "Disentangling digital platform competition: the case of UK mobile payment platforms," LSE Research Online Documents on Economics 86345, London School of Economics and Political Science, LSE Library.
    17. 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.
    18. Veile, Johannes W. & Schmidt, Marie-Christin & Voigt, Kai-Ingo, 2022. "Toward a new era of cooperation: How industrial digital platforms transform business models in Industry 4.0," Journal of Business Research, Elsevier, vol. 143(C), pages 387-405.
    19. Basaure, Arturo & Vesselkov, Alexandr & Töyli, Juuso, 2020. "Internet of things (IoT) platform competition: Consumer switching versus provider multihoming," Technovation, Elsevier, vol. 90.
    20. Doh-Shin Jeon & Nikrooz Nasr, 2016. "News Aggregators and Competition among Newspapers on the Internet," American Economic Journal: Microeconomics, American Economic Association, vol. 8(4), pages 91-114, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:elcore:v:22:y:2022:i:3:d:10.1007_s10660-020-09410-7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.