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Effect of FinCredit on income inequality: the moderating role of financial inclusion

Author

Listed:
  • Xuan T. T. Pham

    (University of Economics and Law
    Vietnam National University)

  • Thu B. Luu

    (University of Economics and Law
    Vietnam National University)

Abstract

This paper examines the direct effect of FinCredit on income inequality and the moderating effect of Financial Inclusion. Using a dual-process variable selection approach, we develop an optimal model to test two hypotheses and explore how FinCredit influences direct and indirect income inequality. Our study has made a pioneering contribution to the literature by identifying the direct positive impact of FinCredit on income inequality, which previous research had not yet revealed. Additionally, we have discovered new evidence on the crucial role of Financial Inclusion in enhancing the positive effects of FinCredit on reducing income inequality. We provide reliable scientific empirical evidence that clarifies the confusion surrounding fintech credit and encourages its development. Practical managerial implications can be inferred from the moderating role of financial inclusion on the positive effect of fintech credit on income inequality. These results have significant policy implications for promoting FinCredit and Financial Inclusion to reduce income inequality in the era of digital transformation.

Suggested Citation

  • Xuan T. T. Pham & Thu B. Luu, 2024. "Effect of FinCredit on income inequality: the moderating role of financial inclusion," Review of Quantitative Finance and Accounting, Springer, vol. 62(3), pages 953-969, April.
  • Handle: RePEc:kap:rqfnac:v:62:y:2024:i:3:d:10.1007_s11156-023-01226-4
    DOI: 10.1007/s11156-023-01226-4
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    as
    1. Ms. Ratna Sahay & Mr. Martin Cihak & Mr. Papa M N'Diaye & Mr. Adolfo Barajas & Ms. Srobona Mitra & Ms. Annette J Kyobe & Yen N Mooi & Mr. Seyed Reza Yousefi, 2015. "Financial Inclusion: Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 2015/017, International Monetary Fund.
    2. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    3. 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.
    4. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    5. Niels Hermes, 2014. "Does microfinance affect income inequality?," Applied Economics, Taylor & Francis Journals, vol. 46(9), pages 1021-1034, March.
    6. Giulio Cornelli & Jon Frost & Leonardo Gambacorta & Raghavendra Rau & Robert Wardrop & Tania Ziegler, 2020. "Fintech and big tech credit: a new database," BIS Working Papers 887, Bank for International Settlements.
    7. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    8. Sawadogo, Relwendé & Semedo, Gervasio, 2021. "Financial inclusion, income inequality, and institutions in sub-Saharan Africa: Identifying cross-country inequality regimes," International Economics, Elsevier, vol. 167(C), pages 15-28.
    9. Jakob de Haan & Jan-Egbert Sturm, 2016. "How Development and Liberalisation of the Financial Sector is Related to Income Inequality: Some New Evidence," BAFFI CAREFIN Working Papers 1633, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    10. Tough Chinoda & Tafirei Mashamba & Andrew Vivian, 2021. "Fintech, financial inclusion and income inequality nexus in Africa," Cogent Economics & Finance, Taylor & Francis Journals, vol. 9(1), pages 1986926-198, January.
    11. Ratna Sahay & Martin Cihak & Papa M N'Diaye & Adolfo Barajas & Srobona Mitra & Annette J Kyobe & Yen N Mooi & Seyed Reza Yousefi, 2015. "Financial Inclusion; Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 15/17, International Monetary Fund.
    12. Jauch, Sebastian & Watzka, Sebastian, 2016. "Financial development and income inequality: a panel data approach," Munich Reprints in Economics 43505, University of Munich, Department of Economics.
    13. 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.
    14. 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.
    15. Jianqing Fan & Jinchi Lv, 2008. "Sure independence screening for ultrahigh dimensional feature space," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 70(5), pages 849-911, November.
    16. Honohan, Patrick, 2008. "Cross-country variation in household access to financial services," Journal of Banking & Finance, Elsevier, vol. 32(11), pages 2493-2500, November.
    17. Valdebenito, Arielis & Pino, Gabriel, 2022. "Local financial access and income inequality in Chile," Economics Letters, Elsevier, vol. 210(C).
    18. Anjini Kochar, 2011. "The Distributive Consequences of Social Banking: A Microempirical Analysis of the Indian Experience," Economic Development and Cultural Change, University of Chicago Press, vol. 59(2), pages 251-280.
    19. David Martínez Turégano & Alicia García Herrero, 2018. "Financial Inclusion, Rather Than Size, Is The Key To Tackling Income Inequality," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(01), pages 167-184, March.
    20. Ralitza Dimova & Olabimtan Adebowale, 2018. "Does Access to Formal Finance Matter for Welfare and Inequality? Micro Level Evidence from Nigeria," Journal of Development Studies, Taylor & Francis Journals, vol. 54(9), pages 1534-1550, September.
    21. Quanda Zhang & Alberto Posso, 2019. "Thinking Inside the Box: A Closer Look at Financial Inclusion and Household Income," Journal of Development Studies, Taylor & Francis Journals, vol. 55(7), pages 1616-1631, July.
    22. Reinartz, Werner & Haenlein, Michael & Henseler, Jörg, 2009. "An empirical comparison of the efficacy of covariance-based and variance-based SEM," International Journal of Research in Marketing, Elsevier, vol. 26(4), pages 332-344.
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    More about this item

    Keywords

    FinCredit; FinTech; Financial inclusion; Income inequality; Feature selection;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • O - Economic Development, Innovation, Technological Change, and Growth
    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • F62 - International Economics - - Economic Impacts of Globalization - - - Macroeconomic Impacts

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