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Can digital financial inclusion promote China's economic growth?

Author

Listed:
  • Liu, Yang
  • Luan, Lin
  • Wu, Weilong
  • Zhang, Zhiqiang
  • Hsu, Yen

Abstract

Can digital financial inclusion as an emerging and innovative financial service promote economic growth? Based on a Bayesian macroeconomic analysis framework, this paper introduces the level of Internet development as a threshold variable, analyzes the impact of digital financial inclusion on economic growth based on provincial panel data from 2011 to 2019 in China, and finally explores the mediating effect of digital financial inclusion on economic growth through a multiple mediation model. The results show that ① digital financial inclusion development has a significant contribution to economic growth. ② The impact of digital financial inclusion development on economic growth has a significant Internet threshold effect. ③Promoting small and medium-sized enterprise entrepreneurship and stimulating residents' consumption are two important channels through which digital financial inclusion development affects economic growth.

Suggested Citation

  • Liu, Yang & Luan, Lin & Wu, Weilong & Zhang, Zhiqiang & Hsu, Yen, 2021. "Can digital financial inclusion promote China's economic growth?," International Review of Financial Analysis, Elsevier, vol. 78(C).
    • Handle: RePEc:eee:finana:v:78:y:2021:i:c:s1057521921002167
    DOI: 10.1016/j.irfa.2021.101889
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    as
    1. Fungáčová, Zuzana & Weill, Laurent, 2015. "Understanding financial inclusion in China," China Economic Review, Elsevier, vol. 34(C), pages 196-206.
    2. James Brander, 2006. "The Effect of Ethical Fund Portfolio Inclusion on Executive Compensation," Journal of Business Ethics, Springer, vol. 69(4), pages 317-329, December.
    3. Imam, Patrick & Kpodar, Kangni, 2016. "Islamic banking: Good for growth?," Economic Modelling, Elsevier, vol. 59(C), pages 387-401.
    4. Basani, Marcello & Isham, Jonathan & Reilly, Barry, 2008. "The Determinants of Water Connection and Water Consumption: Empirical Evidence from a Cambodian Household Survey," World Development, Elsevier, vol. 36(5), pages 953-968, May.
    5. Evans David S. & Pirchio Alexis, 2014. "An Empirical Examination of Why Mobile Money Schemes Ignite in Some Developing Countries but Flounder in Most," Review of Network Economics, De Gruyter, vol. 13(4), pages 397-451, December.
    6. Cyn-Young Park & Rogelio Mercado, 2018. "Financial Inclusion, Poverty, And Income Inequality," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(01), pages 185-206, March.
    7. Juan Carlos Izaguirre & Timothy Lyman & Claire McGuire & Dave Grace, 2016. "Deposit Insurance and Digital Financial Inclusion," World Bank Publications - Reports 25707, The World Bank Group.
    8. Carmen Fernandez & Eduardo Ley & Mark F. J. Steel, 2001. "Model uncertainty in cross-country growth regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(5), pages 563-576.
    9. Fernandez, Carmen & Ley, Eduardo & Steel, Mark F. J., 2001. "Benchmark priors for Bayesian model averaging," Journal of Econometrics, Elsevier, vol. 100(2), pages 381-427, February.
    10. Crespo Cuaresma, Jesus & Doppelhofer, Gernot, 2007. "Nonlinearities in cross-country growth regressions: A Bayesian Averaging of Thresholds (BAT) approach," Journal of Macroeconomics, Elsevier, vol. 29(3), pages 541-554, September.
    11. Anzoategui, Diego & Demirgüç-Kunt, Asli & Martínez Pería, María Soledad, 2014. "Remittances and Financial Inclusion: Evidence from El Salvador," World Development, Elsevier, vol. 54(C), pages 338-349.
    12. World Bank, 2011. "Philippines - Public Expenditure Review : Strengthening Public Finance for More Inclusive Growth," World Bank Publications - Reports 2796, The World Bank Group.
    13. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    14. Neaime, Simon & Gaysset, Isabelle, 2018. "Financial inclusion and stability in MENA: Evidence from poverty and inequality," Finance Research Letters, Elsevier, vol. 24(C), pages 230-237.
    15. Cavaliere, Giuseppe & Rahbek, Anders & Taylor, A.M. Robert, 2010. "Testing for co-integration in vector autoregressions with non-stationary volatility," Journal of Econometrics, Elsevier, vol. 158(1), pages 7-24, September.
    16. Reeves, Aaron & McKee, Martin & Mackenbach, Johan & Whitehead, Margaret & Stuckler, David, 2017. "Introduction of a national minimum wage reduceddepressive symptoms in low-wage workers:a quasi-natural experiment in the UK," LSE Research Online Documents on Economics 66485, London School of Economics and Political Science, LSE Library.
    17. Aaron Reeves & Martin McKee & Johan Mackenbach & Margaret Whitehead & David Stuckler, 2017. "Introduction of a National Minimum Wage Reduced Depressive Symptoms in Low‐Wage Workers: A Quasi‐Natural Experiment in the UK," Health Economics, John Wiley & Sons, Ltd., vol. 26(5), pages 639-655, May.
    18. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    19. Xiong, Xueping & Turvey, Calum G. & Li, Chongguang, 2013. "Financial Inclusion and Rural Financial Services in China," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 151275, Agricultural and Applied Economics Association.
    20. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    21. Kendall, Jake & Mylenko, Nataliya & Ponce, Alejandro, 2010. "Measuring financial access around the world," Policy Research Working Paper Series 5253, The World Bank.
    22. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    23. Swamy, Vighneswara, 2014. "Financial Inclusion, Gender Dimension, and Economic Impact on Poor Households," World Development, Elsevier, vol. 56(C), pages 1-15.
    24. Joshua K Ault, 2016. "An institutional perspective on the social outcome of entrepreneurship: Commercial microfinance and inclusive markets," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 47(8), pages 951-967, October.
    25. Yan Shen & C. James Hueng & Wenxiu Hu, 2020. "Using digital technology to improve financial inclusion in China," Applied Economics Letters, Taylor & Francis Journals, vol. 27(1), pages 30-34, January.
    26. repec:zbw:bofitp:2014_010 is not listed on IDEAS
    27. Litterman, Robert, 1986. "Forecasting with Bayesian vector autoregressions -- Five years of experience : Robert B. Litterman, Journal of Business and Economic Statistics 4 (1986) 25-38," International Journal of Forecasting, Elsevier, vol. 2(4), pages 497-498.
    28. Crespo Cuaresma, Jesus & Doppelhofer, Gernot, 2007. "Nonlinearities in cross-country growth regressions: A Bayesian Averaging of Thresholds (BAT) approach," Journal of Macroeconomics, Elsevier, vol. 29(3), pages 541-554, September.
    29. Chai, Jian & Guo, Ju-E. & Meng, Lei & Wang, Shou-Yang, 2011. "Exploring the core factors and its dynamic effects on oil price: An application on path analysis and BVAR-TVP model," Energy Policy, Elsevier, vol. 39(12), pages 8022-8036.
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