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Should the fourth industrial revolution be widespread or confined geographically? A country-level analysis of fintech economies

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  • Jiao, Zhilun
  • Shahid, Muhammad Shehryar
  • Mirza, Nawazish
  • Tan, Zhixiong

Abstract

One of the major beneficiaries of the fourth industrial revolution is fintech. However, despite the unprecedented growth of, investment in, and returns generated by this sector, a conducive environment and fintech support ecosystem is essential to exploit the true potential of fintech. The biggest challenge for many governments across the globe is not only setting priorities in which fintech services to invest (e.g., digital wallets, peer-to-peer lending, e-insurances) but also in which geographical area to invest. Since technology is independent of physical interaction and geographical confinement, governments face a dilemma: keep fintech growth geographically diverse or concentrated within a few cities. This study evaluates the fintech success of countries with its spread in different cities and attempts to formulate a policy direction to accelerate the wave of the fourth industrial revolution. Our results suggest that rather than a widespread presence, countries should concentrate their efforts, investment, and attention to developing a fintech ecosystem in fewer cities to facilitate them as much as possible. This concentrated effort could help countries improve their Global Fintech Scores and specialize in specific core areas.

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  • Jiao, Zhilun & Shahid, Muhammad Shehryar & Mirza, Nawazish & Tan, Zhixiong, 2021. "Should the fourth industrial revolution be widespread or confined geographically? A country-level analysis of fintech economies," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
  • Handle: RePEc:eee:tefoso:v:163:y:2021:i:c:s0040162520312683
    DOI: 10.1016/j.techfore.2020.120442
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    as
    1. Beck, Thorsten & Levine, Ross, 2004. "Stock markets, banks, and growth: Panel evidence," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
    2. Su, Chi-Wei & Cai, Xu-Yu & Qin, Meng & Tao, Ran & Umar, Muhammad, 2021. "Can bank credit withstand falling house price in China?," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 257-267.
    3. Thomas Philippon, 2016. "The FinTech Opportunity," NBER Working Papers 22476, National Bureau of Economic Research, Inc.
    4. Jarno Hoekman & Koen Frenken & Frank Oort, 2009. "The geography of collaborative knowledge production in Europe," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 721-738, September.
    5. Stijn Claessens & Jon Frost & Grant Turner & Feng Zhu, 2018. "Fintech credit markets around the world: size, drivers and policy issues," BIS Quarterly Review, Bank for International Settlements, September.
    6. Su, Chi-Wei & Qin, Meng & Tao, Ran & Umar, Muhammad, 2020. "Financial implications of fourth industrial revolution: Can bitcoin improve prospects of energy investment?," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    7. Lee, Sangwon & Nam, Yoonjae & Lee, Seonmi & Son, Hyunjung, 2016. "Determinants of ICT innovations: A cross-country empirical study," Technological Forecasting and Social Change, Elsevier, vol. 110(C), pages 71-77.
    8. Su, Chi-Wei & Qin, Meng & Tao, Ran & Shao, Xue-Feng & Albu, Lucian Liviu & Umar, Muhammad, 2020. "Can Bitcoin hedge the risks of geopolitical events?," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    9. Roderik Ponds & Frank Van Oort & Koen Frenken, 2007. "The geographical and institutional proximity of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 423-443, August.
    10. Robert DeYoung, 2001. "The financial performance of pure play Internet banks," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 25(Q I), pages 60-78.
    11. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    12. Allen Berger & Robert DeYoung, 2001. "The Effects of Geographic Expansion on Bank Efficiency," Journal of Financial Services Research, Springer;Western Finance Association, vol. 19(2), pages 163-184, April.
    13. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2004. "FDI and economic growth: the role of local financial markets," Journal of International Economics, Elsevier, vol. 64(1), pages 89-112, October.
    14. Godfrey, Leslie G., 1978. "Testing for multiplicative heteroskedasticity," Journal of Econometrics, Elsevier, vol. 8(2), pages 227-236, October.
    15. Iain M. Cockburn & Rebecca Henderson & Scott Stern, 2018. "The Impact of Artificial Intelligence on Innovation: An Exploratory Analysis," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 115-146, National Bureau of Economic Research, Inc.
    16. Erzurumlu, S. Sinan & Pachamanova, Dessislava, 2020. "Topic modeling and technology forecasting for assessing the commercial viability of healthcare innovations," Technological Forecasting and Social Change, Elsevier, vol. 156(C).
    17. Raffaele Paci & Stefano Usai, 2000. "The Role of Specialisation and Diversity Externalities in the Agglomeration of Innovative Activities," Rivista italiana degli economisti, Società editrice il Mulino, issue 2, pages 237-268.
    18. Tatiana Plotnikova & Bastian Rake, 2014. "Collaboration in pharmaceutical research: exploration of country-level determinants," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(2), pages 1173-1202, February.
    19. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    20. Anagnostopoulos, Ioannis, 2018. "Fintech and regtech: Impact on regulators and banks," Journal of Economics and Business, Elsevier, vol. 100(C), pages 7-25.
    21. Shim, Yongwoon & Shin, Dong-Hee, 2016. "Analyzing China’s Fintech Industry from the Perspective of Actor–Network Theory," Telecommunications Policy, Elsevier, vol. 40(2), pages 168-181.
    22. Jon Frost, 2020. "The economic forces driving FinTech adoption across countries," Working Papers 663, DNB.
    23. Matthew A Zook, 2000. "The Web of Production: The Economic Geography of Commercial Internet Content Production in the United States," Environment and Planning A, , vol. 32(3), pages 411-426, March.
    24. Syed Kumail Abbas Rizvi & Bushra Naqvi & Fatima Tanveer, 2017. "Mobile Banking: A Potential Catalyst for Financial Inclusion and Growth in Pakistan," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 22(Special E), pages 251-281, September.
    25. Beccalli, Elena, 2007. "Does IT investment improve bank performance? Evidence from Europe," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2205-2230, July.
    26. Pólvora, Alexandre & Nascimento, Susana & Lourenço, Joana S. & Scapolo, Fabiana, 2020. "Blockchain for industrial transformations: A forward-looking approach with multi-stakeholder engagement for policy advice," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    27. Syed Kumail Abbas Rizvi & Bushra Naqvi & Fatima Tanveer, 2018. "Is Pakistan Ready to Embrace Fintech Innovation?," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 23(2), pages 151-182, July-Dec.
    28. Iain M. Cockburn & Rebecca Henderson & Scott Stern, 2018. "The Impact of Artificial Intelligence on Innovation," NBER Working Papers 24449, National Bureau of Economic Research, Inc.
    29. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    30. Palmié, Maximilian & Wincent, Joakim & Parida, Vinit & Caglar, Umur, 2020. "The evolution of the financial technology ecosystem: An introduction and agenda for future research on disruptive innovations in ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    31. Paul M. Romer, 1990. "Capital, Labor, and Productivity," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 21(1990 Micr), pages 337-367.
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    More about this item

    Keywords

    Fintech; 4ir; Geographical concentration; Regulations; Agglomeration; Distribution;
    All these keywords.

    JEL classification:

    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy

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