Exploring the Spatial Spillovers of Digital Finance on Urban Innovation and Its Synergy with Traditional Finance
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Doi: 10.28991/ESJ-2025-09-01-024
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Xing, H., Xiaoyin, Z., Qingqing, L., & Juan, D. (2023). Evaluation of synergy ability and reconstruction of synergy organization for marine disaster monitoring and early warning in coastal cities, China. Soft Computing, 27(23), 18245–18262. doi:10.1007/s00500-023-08080-5.
Kong, Q., Chen, A., Shen, C., & Wong, Z. (2021). Has the Belt and Road Initiative improved the quality of economic growth in China’s cities? International Review of Economics and Finance, 76, 870–883. doi:10.1016/j.iref.2021.07.001.
Cull, R., Xu, L. C., & Zhu, T. (2009). Formal finance and trade credit during China’s transition. Journal of Financial Intermediation, 18(2), 173–192. doi:10.1016/j.jfi.2008.08.004.
Song, Z., Storesletten, K., & Zilibotti, F. (2011). Growing like China. American Economic Review, 101(1), 196–233. doi:10.1257/aer.101.1.196.
Xu, G., & Gui, B. (2013). The Connection between Financial Repression and Economic Growth: The Case of China. Journal of Comparative Asian Development, 12(3), 385–410. doi:10.1080/15339114.2013.863567.
Allen, F., Qian, J., & Qian, M. (2005). Law, finance, and economic growth in China. Journal of Financial Economics, 77(1), 57–116. doi:10.1016/j.jfineco.2004.06.010.
Benfratello, L., Schiantarelli, F., & Sembenelli, A. (2008). Banks and innovation: Microeconometric evidence on Italian firms. Journal of Financial Economics, 90(2), 197–217. doi:10.1016/j.jfineco.2008.01.001.
Amore, M. D., Schneider, C., & Žaldokas, A. (2013). Credit supply and corporate innovation. Journal of Financial Economics, 109(3), 835–855. doi:10.1016/j.jfineco.2013.04.006.
Fonseca, J., & Van Doornik, B. (2022). Financial development and labor market outcomes: Evidence from Brazil. Journal of Financial Economics, 143(1), 550–568. doi:10.1016/j.jfineco.2021.06.009.
Morck, R., & Nakamura, M. (1999). Banks and corporate control in Japan. Journal of Finance, 54(1), 319–339. doi:10.1111/0022-1082.00106.
Acharya, V. V., & Subramanian, K. V. (2009). Bankruptcy codes and innovation. Review of Financial Studies, 22(12), 4949–4988. doi:10.1093/rfs/hhp019.
Beck, T. (2002). Financial development and international trade: Is there a link? Journal of International Economics, 57(1), 107–131. doi:10.1016/S0022-1996(01)00131-3.
Grossman, G. M., & Helpman, E. (1991). Quality Ladders and Product Cycles. The Quarterly Journal of Economics, 106(2), 557. doi:10.2307/2937947.
Feng, G., Yi, W. J., Fang, W., Tao, K., Xun, Z., & Yun, C. Z. (2020). Measure of financial development of China digital Pratt & Whitney: Index and spatial characteristics. Journal of Economics, 12(4), 1401–1418. doi:10.13821/j.cnki.ceq.2020.03.12.
Kouladoum, J. C., Wirajing, M. A. K., & Nchofoung, T. N. (2022). Digital technologies and financial inclusion in Sub-Saharan Africa. Telecommunications Policy, 46(9), 102387. doi:10.1016/j.telpol.2022.102387.
He, G., & Shen, L. (2021). Whether Digital Financial Inclusion Can Improve Capital Misallocation or Not: A Study Based on the Moderating Effect of Economic Policy Uncertainty. Discrete Dynamics in Nature and Society, 2021, 1–12. doi:10.1155/2021/4912836.
Lee, C. C., Wang, F., & Lou, R. (2022). Digital financial inclusion and carbon neutrality: Evidence from non-linear analysis. Resources Policy, 79, 102974. doi:10.1016/j.resourpol.2022.102974.
Duarte, J., Siegel, S., & Young, L. (2012). Trust and credit: The role of appearance in peer-to-peer lending. Review of Financial Studies, 25(8), 2455–2483. doi:10.1093/rfs/hhs071.
Harrison, R. (2013). Crowdfunding and the revitalisation of the early stage risk capital market: catalyst or chimera? Venture Capital, 15(4), 283–287. doi:10.1080/13691066.2013.852331.
Mollick, E. (2014). The dynamics of crowdfunding: An exploratory study. Journal of Business Venturing, 29(1), 1–16. doi:10.1016/j.jbusvent.2013.06.005.
Allison, T. H., Davis, B. C., Short, J. C., & Webb, J. W. (2015). Crowdfunding in a prosocial microlending environment: Examining the role of intrinsic versus extrinsic cues. Entrepreneurship: Theory and Practice, 39(1), 53–73. doi:10.1111/etap.12108.
Bruton, G., Khavul, S., Siegel, D., & Wright, M. (2015). New financial alternatives in seeding entrepreneurship: Microfinance, crowdfunding, and peer-to-peer innovations. Entrepreneurship: Theory and Practice, 39(1), 9–26. doi:10.1111/etap.12143.
Holmstrom, B. (1989). Agency costs and innovation. Journal of Economic Behavior and Organization, 12(3), 305–327. doi:10.1016/0167-2681(89)90025-5.
Beck, T., Demirgüç-Kunt, A., & Levine, R. (2000). A new database on the structure and development of the financial sector. World Bank Economic Review, 14(3), 597–605. doi:10.1093/wber/14.3.597.
Aghion, P., Fally, T., & Scarpetta, S. (2007). Credit constraints as a barrier to the entry and post-entry growth of firms. Economic Policy, 22(52), 731–779. doi:10.1111/j.1468-0327.2007.00190.x.
Goldstein, I., Jiang, W., & Karolyi, G. A. (2019). To FinTech and beyond. Review of Financial Studies, 32(5), 1647–1661. doi:10.1093/rfs/hhz025.
Herzenstein, M., Sonenshein, S., & Dholakia, U. M. (2011). Tell Me a Good Story and I May Lend you Money: The Role of Narratives in Peer-to-Peer Lending Decisions. Journal of Marketing Research, 48(SPL), S138–S149. doi:10.1509/jmkr.48.spl.s138.
Moenninghoff, S. C., & Wieandt, A. (2013). The Future of Peer-to-Peer Finance. Schmalenbachs Zeitschrift Für Betriebswirtschaftliche Forschung, 65(5), 466–487. doi:10.1007/bf03372882.
Teece, D. J. (2010). Business models, business strategy and innovation. Long Range Planning, 43(2–3), 172–194. doi:10.1016/j.lrp.2009.07.003.
Baden-Fuller, C., & Haefliger, S. (2013). Business Models and Technological Innovation. Long Range Planning, 46(6), 419–426. doi:10.1016/j.lrp.2013.08.023.
Polillo, S. (2020). Solving the paradox of mass investment: expertise, financial inclusion and inequality in the politics of credit. Review of Social Economy, 78(1), 53–76. doi:10.1080/00346764.2019.1669810.
Acemoglu, D., Akcigit, U., Alp, H., Bloom, N., & Kerr, W. (2018). Innovation, reallocation, and growth. American Economic Review, 108(11), 3450–3491. doi:10.1257/aer.20130470.
Xiao, S., & Zhao, S. (2012). Financial development, government ownership of banks and firm innovation. Journal of International Money and Finance, 31(4), 880–906. doi:10.1016/j.jimonfin.2012.01.006.
Hsu, P. H., Tian, X., & Xu, Y. (2014). Financial development and innovation: Cross-country evidence. Journal of Financial Economics, 112(1), 116–135. doi:10.1016/j.jfineco.2013.12.002.
Nanda, R., & Rhodes-Kropf, M. (2017). Financing risk and innovation. Management Science, 63(4), 901–918. doi:10.1287/mnsc.2015.2350.
Iwashita, N. (2022). Why Fintech Is Not Changing Japanese Banking. Asian Economic Policy Review, 17(2), 297–310. doi:10.1111/aepr.12390.
Chi, M., Muhammad, S., Khan, Z., Ali, S., & Li, R. Y. M. (2021). Is centralization killing innovation? The success story of technological innovation in fiscally decentralized countries. Technological Forecasting and Social Change, 168, 120731. doi:10.1016/j.techfore.2021.120731.
Deng, Y., Cui, Y., Khan, S. U., Zhao, M., & Lu, Q. (2022). The spatiotemporal dynamic and spatial spillover effect of agricultural green technological progress in China. Environmental Science and Pollution Research, 29(19), 27909–27923. doi:10.1007/s11356-021-18424-z.
Tan, J., Zhang, Y., & Cao, H. (2023). The FDI-spawned technological spillover effects on innovation quality of local enterprises: evidence from industrial firms and the patents in China. Applied Economics, 55(49), 5800–5815. doi:10.1080/00036846.2022.2140765.
Yilmaz, S., Haynes, K. E., & Dinc, M. (2002). Geographic and network neighbors: Spillover effects of telecommunications infrastructure. Journal of Regional Science, 42(2), 339–360. doi:10.1111/1467-9787.00262.
Keller, W. (2002). Trade and the transmission of technology. Journal of Economic Growth, 7(1), 5–24. doi:10.1023/A:1013461025733.
Lin, J., Yu, Z., Wei, Y. D., & Wang, M. (2017). Internet access, spillover and regional development in China. Sustainability (Switzerland), 9(6), 946. doi:10.3390/su9060946.
Zhang, R., & Pang, Y. (2024). The Role of Digital Inclusive Finance in Weakening Real Estate Market Speculation. Buildings, 14(5), 1306. doi:10.3390/buildings14051306.
Anselin, L., Varga, A., & Acs, Z. (2000). Geographical spillovers and university research: A spatial econometric perspective. Growth and Change, 31(4), 501–515. doi:10.1111/0017-4815.00142.
Prakash, A., & Potoski, M. (2006). Racing to the bottom? trade, environmental governance, and ISO 14001. American Journal of Political Science, 50(2), 350–364. doi:10.1111/j.1540-5907.2006.00188.x.
Akinci, M. (2018). Inequality and economic growth: Trickle-down effect revisited. Development Policy Review, 36, O1–O24. doi:10.1111/dpr.12214.
Ruiz, P., Ruiz, C., & Martínez, R. (2011). Improving the “Leader-Follower” Relationship: Top Manager or Supervisor? The Ethical Leadership Trickle-Down Effect on Follower Job Response. Journal of Business Ethics, 99(4), 587–608. doi:10.1007/s10551-010-0670-3.
Neves, P. C., & Sequeira, T. N. (2018). Spillovers in the production of knowledge: A meta-regression analysis. Research Policy, 47(4), 750–767. doi:10.1016/j.respol.2018.02.004.
Arqué-Castells, P., & Spulber, D. F. (2022). Measuring the Private and Social Returns to R&D: Unintended Spillovers versus Technology Markets. Journal of Political Economy, 130(7), 1860–1918. doi:10.1086/719908.
Wonglimpiyarat, J. (2017). FinTech banking industry: a systemic approach. Foresight, 19(6), 590–603. doi:10.1108/FS-07-2017-0026.
Pang, S. L., Liu, H., & Hua, G. H. (2024). How does digital finance drive the green economic growth? New discoveries of spatial threshold effect and attenuation possibility boundary. International Review of Economics & Finance, 89, 561–581. doi:10.1016/j.iref.2023.07.014.
Gumerman, G., & Umemoto, B. S. (1987). The Siphon Technique: An Addition to the Flotation Process. American Antiquity, 52(2), 330–336. doi:10.2307/281784.
Xu, Z., & Sun, T. (2020). The Siphon effects of transportation infrastructure on internal migration: evidence from China’s HSR network. Applied Economics Letters, 28(13), 1066–1070. doi:10.1080/13504851.2020.1796913.
Chen, L., & Wang, K. (2022). The spatial spillover effect of low-carbon city pilot scheme on green efficiency in China’s cities: Evidence from a quasi-natural experiment. Energy Economics, 110, 106018. doi:10.1016/j.eneco.2022.106018.
Comola, M., & Prina, S. (2023). The Interplay among Savings Accounts and Network-Based Financial Arrangements: Evidence from a Field Experiment. Economic Journal, 133(649), 516–535. doi:10.1093/ej/ueac053.
Feng Lu, S., & Yao, Y. (2009). The Effectiveness of Law, Financial Development, and Economic Growth in an Economy of Financial Repression: Evidence from China. World Development, 37(4), 763–777. doi:10.1016/j.worlddev.2008.07.018.
Krugman, P. (1979). A Model of Innovation, Technology Transfer, and the World Distribution of Income. Journal of Political Economy, 87(2), 253–266. doi:10.1086/260755.
Love, J. H., & Ganotakis, P. (2013). Learning by exporting: Lessons from high-technology SMEs. International Business Review, 22(1), 1–17. doi:10.1016/j.ibusrev.2012.01.006.
Joanna, W. D. (2014). The impact of domestic and foreign competition on sectoral growth: A cross-country analysis. Bulletin of Economic Research, 66(S1), S110–S131. doi:10.1111/boer.12022.
Bloom, N., Draca, M., & Van Reenen, J. (2016). Trade induced technical change? The impact of Chinese imports on innovation, IT and productivity. Review of Economic Studies, 83(1), 87–117. doi:10.1093/restud/rdv039.
Kim, D. H., Lin, S. C., & Suen, Y. B. (2016). Trade, growth and growth volatility: New panel evidence. International Review of Economics and Finance, 45, 384–399. doi:10.1016/j.iref.2016.07.006.
Maskus, K. E., Neumann, R., & Seidel, T. (2012). How national and international financial development affect industrial R&D. European Economic Review, 56(1), 72–83. doi:10.1016/j.euroecorev.2011.06.002.
Pavitt, K. (1984). Sectoral patterns of technical change: Towards a taxonomy and a theory. Research Policy, 13(6), 343–373. doi:10.1016/0048-7333(84)90018-0.
Gorodnichenko, Y., & Schnitzer, M. (2013). Financial Constraints and Innovation: Why Poor Countries Don’t Catch Up. Journal of the European Economic Association, 11(5), 1115–1152. doi:10.1111/jeea.12033.
Brunt, L., & García-Peñalosa, C. (2022). Urbanisation and the Onset of Modern Economic Growth. Economic Journal, 132(642), 512–545. doi:10.1093/ej/ueab050.
Marvel, M. R., & Lumpkin, G. T. (2007). Technology entrepreneurs’ human capital and its effects on innovation radicalness. Entrepreneurship: Theory and Practice, 31(6), 807–828. doi:10.1111/j.1540-6520.2007.00209.x.
Bena, J., Ortiz-Molina, H., & Simintzi, E. (2022). Shielding firm value: Employment protection and process innovation. Journal of Financial Economics, 146(2), 637–664. doi:10.1016/j.jfineco.2021.10.005.
Xiong, Y., Bingham, D., Braun, W. J., & Hu, X. J. (2019). Moran’s I statistic-based nonparametric test with spatio-temporal observations. Journal of Nonparametric Statistics, 31(1), 244–267. doi:10.1080/10485252.2018.1550197.
Song, X., Qin, X., & Feng, X. M. (2024). Creating financial inclusion in “Belt and Road” countries in Europe, Asia and Africa: regulation, technology and financial literacy. Journal of Financial Regulation and Compliance, 32(4), 445–461. doi:10.1108/JFRC-11-2023-0180.
Zhang, J., Chang, Y., Zhang, L., & Li, D. (2018). Do technological innovations promote urban green development?—A spatial econometric analysis of 105 cities in China. Journal of Cleaner Production, 182, 395–403. doi:10.1016/j.jclepro.2018.02.067.
LeSage, J., & Pace, R. K. (2009). Introduction to Spatial Econometrics. Chapman and Hall/CRC, New York, United States. doi:10.1201/9781420064254.
Elhorst, J. P. (2010). Applied Spatial Econometrics: Raising the Bar. Spatial Economic Analysis, 5(1), 9–28. doi:10.1080/17421770903541772.
Elhorst, J. P. (2012). Dynamic spatial panels: Models, methods, and inferences. Journal of Geographical Systems, 14(1), 5–28. doi:10.1007/s10109-011-0158-4.
Reiss, R.-D., & Thomas, M. (2007). Statistical Analysis of Extreme Values: with Applications to Insurance, Finance, Hydrology and Other Fields (3rd Ed.). Birkhäuser Basel, Basel, Switzerland. doi:10.1007/978-3-7643-7399-3.
Abendin, S., & Duan, P. (2021). International trade and economic growth in Africa: The role of the digital economy. Cogent Economics & Finance, 9(1). doi:10.1080/23322039.2021.1911767.
Song, X., Yao, Y., & Wu, X. (2023). Digital finance, technological innovation, and carbon dioxide emissions. Economic Analysis and Policy, 80, 482–494. doi:10.1016/j.eap.2023.09.005.
DOI: 10.28991/ESJ-2025-09-01-024
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