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Insights into financial technology (FinTech): a bibliometric and visual study

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  • Bo Li

    (Zhejiang Gongshang University)

  • Zeshui Xu

    (Sichuan University)

Abstract

This paper conducted a comprehensive analysis based on bibliometrics and science mapping analysis. First, 848 publications were obtained from Web of Science. Their fundamental characteristics were analyzed, including the types, annual publications, hot research directions, and foci (by theme analysis, co-occurrence analysis, and timeline analysis of author keywords). Next, the prolific objects (at the level of countries/regions, institutions, journals, and authors) and corresponding pivotal cooperative relationship networks were used to highlight who pays attention to FinTech. Furthermore, the citation structures of authors and journals were investigated, including citation and co-citation. Additionally, this paper presents the burst detection analysis of cited authors, journals, and references. Finally, combining the analysis results with the current financial environment, the challenges and future development opportunities are discussed further. Accordingly, a comprehensive study of the FinTech documents not only reviews the current research characteristics and trajectories but also helps scholars find the appropriate research entry point and conduct in-depth research.

Suggested Citation

  • Bo Li & Zeshui Xu, 2021. "Insights into financial technology (FinTech): a bibliometric and visual study," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-28, December.
    • Handle: RePEc:spr:fininn:v:7:y:2021:i:1:d:10.1186_s40854-021-00285-7
    DOI: 10.1186/s40854-021-00285-7
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    1. Laengle, Sigifredo & Merigó, José M. & Miranda, Jaime & Słowiński, Roman & Bomze, Immanuel & Borgonovo, Emanuele & Dyson, Robert G. & Oliveira, José Fernando & Teunter, Ruud, 2017. "Forty years of the European Journal of Operational Research: A bibliometric overview," European Journal of Operational Research, Elsevier, vol. 262(3), pages 803-816.
    2. Thomas Philippon, 2016. "The FinTech Opportunity," NBER Working Papers 22476, National Bureau of Economic Research, Inc.
    3. José M. Merigó & Alba Rocafort & Juan Pedro Aznar-Alarcón, 2016. "Bibliometric Overview of Business & Economics Research," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 17(3), pages 397-413, June.
    4. Chaomei Chen, 2006. "CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(3), pages 359-377, February.
    5. Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2018. "Fintech, regulatory arbitrage, and the rise of shadow banks," Journal of Financial Economics, Elsevier, vol. 130(3), pages 453-483.
    6. Shixian Ling & Tianyue Pei & Zhaohui Li & Zhiping Zhang, 2021. "Impact of COVID-19 on Financial Constraints and the Moderating Effect of Financial Technology," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(6), pages 1675-1688, 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. Berger, Allen N, 2003. "The Economic Effects of Technological Progress: Evidence from the Banking Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(2), pages 141-176, April.
    9. Xinxin Wang & Yurui Chang & Zeshui Xu & Zidong Wang & Visakan Kadirkamanathan, 2021. "50 Years of international journal of systems science: a review of the past and trends for the future," International Journal of Systems Science, Taylor & Francis Journals, vol. 52(8), pages 1515-1538, June.
    10. Mark A Chen & Qinxi Wu & Baozhong Yang, 2019. "How Valuable Is FinTech Innovation?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2062-2106.
    11. Min Xu & Xingtong Chen & Gang Kou, 2019. "A systematic review of blockchain," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-14, December.
    12. Merediz-Solà, Ignasi & Bariviera, Aurelio F., 2019. "A bibliometric analysis of bitcoin scientific production," Research in International Business and Finance, Elsevier, vol. 50(C), pages 294-305.
    13. Chen, Xihui & You, Xuyuan & Chang, Victor, 2021. "FinTech and commercial banks' performance in China: A leap forward or survival of the fittest?," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    14. 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.
    15. Angela Tritto & Yujia He & Victoria Amanda Junaedi, 2020. "Governing the gold rush into emerging markets: a case study of Indonesia’s regulatory responses to the expansion of Chinese-backed online P2P lending," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-24, December.
    16. Tao Chen & Michael Ludkovski, 2019. "A Machine Learning Approach to Adaptive Robust Utility Maximization and Hedging," Papers 1912.00244, arXiv.org, revised May 2020.
    17. 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.
    18. Lee, In, 2018. "Social media analytics for enterprises: Typology, methods, and processes," Business Horizons, Elsevier, vol. 61(2), pages 199-210.
    19. Karmen Stopar & Tomaž Bartol, 2019. "Digital competences, computer skills and information literacy in secondary education: mapping and visualization of trends and concepts," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(2), pages 479-498, February.
    20. Lee, In & Shin, Yong Jae, 2018. "Fintech: Ecosystem, business models, investment decisions, and challenges," Business Horizons, Elsevier, vol. 61(1), pages 35-46.
    21. Zhuming Chen & Yushan Li & Yawen Wu & Junjun Luo, 2017. "The transition from traditional banking to mobile internet finance: an organizational innovation perspective - a comparative study of Citibank and ICBC," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-16, December.
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    Cited by:

    1. Veronica Paul Kundy & Kamini Shah, 2024. "The knowledge base of financial technology: a bibliometric analysis review," SN Business & Economics, Springer, vol. 4(7), pages 1-22, July.
    2. Trotta, Annarita & Rania, Francesco & Strano, Eugenia, 2024. "Exploring the linkages between FinTech and ESG: A bibliometric perspective," Research in International Business and Finance, Elsevier, vol. 69(C).
    3. Gallego-Losada, María-Jesús & Montero-Navarro, Antonio & García-Abajo, Elisa & Gallego-Losada, Rocío, 2023. "Digital financial inclusion. Visualizing the academic literature," Research in International Business and Finance, Elsevier, vol. 64(C).
    4. Galeone, Graziana & Ranaldo, Simona & Fusco, Antonio, 2024. "ESG and FinTech: Are they connected?," Research in International Business and Finance, Elsevier, vol. 69(C).
    5. Laura Grassi & Nicolas Figini & Lorenzo Fedeli, 2022. "How does a data strategy enable customer value? The case of FinTechs and traditional banks under the open finance framework," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-34, December.
    6. Binh Nguyen Thanh & Ha Xuan Son & Diem Thi Hong Vo, 2024. "Blockchain: The Economic and Financial Institution for Autonomous AI?," JRFM, MDPI, vol. 17(2), pages 1-20, January.
    7. Mohd Afjal, 2023. "Bridging the financial divide: a bibliometric analysis on the role of digital financial services within FinTech in enhancing financial inclusion and economic development," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-27, December.
    8. Ine Zeeland & Jo Pierson, 2024. "Changing the whole game: effects of the COVID-19 pandemic's accelerated digitalization on European bank staff's data protection capabilities," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-28, December.
    9. Rui Ai & Yuhang Zheng & Serhat Yüksel & Hasan Dinçer, 2023. "Investigating the components of fintech ecosystem for distributed energy investments with an integrated quantum spherical decision support system," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-28, December.
    10. Progress Choongo & Mungu Chileshe & Christine Nakamba Lesa & Bruce Mwiya & Thomas Kweku Taylor, 2023. "The Effect of Leadership Styles on the Growth of Fintech Start-Ups in Zambia," FinTech, MDPI, vol. 2(4), pages 1-20, November.
    11. Qianhua Liu & Ka-Ching Chan & Ranga Chimhundu, 2024. "Fintech research: systematic mapping, classification, and future directions," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-33, December.
    12. Mohammad Sahabuddin & Md. Nazmus Sakib & Md. Mahbubur Rahman & Adamu Jibir & Mochammad Fahlevi & Mohammed Aljuaid & Sandra Grabowska, 2023. "The Evolution of FinTech in Scientific Research: A Bibliometric Analysis," Sustainability, MDPI, vol. 15(9), pages 1-16, April.
    13. Kou, Mingting & Yang, Yuanqi & Chen, Kaihua, 2024. "Financial technology research: Past and future trajectories," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 162-181.
    14. Stefanos Balaskas & Maria Koutroumani & Kiriakos Komis & Maria Rigou, 2024. "FinTech Services Adoption in Greece: The Roles of Trust, Government Support, and Technology Acceptance Factors," FinTech, MDPI, vol. 3(1), pages 1-19, January.

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