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The impact of digital financial inclusion on income inequality amid economic complexity: a GMM and Bayesian regression approach

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  • Dinh Le Quoc

Abstract

Purpose - This study aims to examine the relationship between Digital Financial Inclusion (DFI), Economic Complexity (EC) and their interaction with respect to income inequality (II). Design/methodology/approach - The data comprises a sample of 14 countries globally for the period 2005–2021. Two traditional methods, Generalized Method of Moments (GMM) and Bayesian probability, are utilized to explore the nuanced effects of these factors on II. Findings - The results show that both DFI and EC contribute to reducing II. However, the interaction between DFI and EC is found to unexpectedly exacerbate II, highlighting the complex dynamics between these factors. Originality/value - First, this study provides both a theoretical foundation and empirical evidence on how DFI impacts II within the context of EC, addressing a significant research gap. Second, the use of Bayesian regression addresses challenges such as small sample sizes, autocorrelation and endogeneity, thereby enhancing the robustness of the findings. Third, by combining traditional and probabilistic approaches, this study not only enhances the reliability of the results but also provides policymakers with actionable insights into how DFI, EC and their interaction influence II, supporting more effective policy interventions.

Suggested Citation

  • Dinh Le Quoc, 2025. "The impact of digital financial inclusion on income inequality amid economic complexity: a GMM and Bayesian regression approach," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 21(7), pages 1383-1400, April.
  • Handle: RePEc:eme:srjpps:srj-10-2024-0727
    DOI: 10.1108/SRJ-10-2024-0727
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    More about this item

    Keywords

    Income inequality; Digital financial inclusion; Economic complexity; Bayesian; D31; G21; O33;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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