Matching Supply With Demand: A Dual‐Index Framework for Financial Inclusion

ABSTRACT Research on financial inclusion has primarily focused on the supply of financial services, often overlooking the behavioural, institutional and social factors that influence individuals' participation in the financial system. Drawing on behavioural economics, social capital and institutional theories, this study proposes a dual analytical framework to measure the supply and demand of financial inclusion separately. Using principal component analysis on Global Findex and IMF Financial Access Survey data for 45 countries in 2021, we calculate a financial inclusion gap to capture the structural mismatch between the provision of financial services and their usage. Fractional logit regression analysis reveals that economic conditions, governance quality and digital infrastructure are the principal predictors of the financial inclusion gap. In contrast, liquidity, resilience, social trust, religious norms and financial literacy are the main determinants of persistent demand‐side exclusion. These findings highlight persistent structural and socio‐economic asymmetries that result in unequal inclusion across countries. The policy implications suggest a gradual approach to reform, beginning with digital and infrastructural expansion, followed by improvements in governance and social inclusion measures, to reduce misalignments between supply and demand and promote more sustainable and inclusive financial systems.

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Publication Details

Journal
Journal of International Development
Published
2026-01-21
DOI
https://doi.org/10.1002/jid.70065
Primary Topic
Microfinance and Financial Inclusion
Type
article
Field-Weighted Citation Impact
0.00
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article

Matching Supply With Demand: A Dual‐Index Framework for Financial Inclusion

Safa Thabet, Sana Jellouli, Dhouha Nefla, Rohail Hassan
Journal of International Development
Microfinance and Financial Inclusion
article

Matching Supply With Demand: A Dual‐Index Framework for Financial Inclusion

Safa Thabet, Sana Jellouli, Dhouha Nefla, Rohail Hassan
article en

Abstract

ABSTRACT Research on financial inclusion has primarily focused on the supply of financial services, often overlooking the behavioural, institutional and social factors that influence individuals' participation in the financial system. Drawing on behavioural economics, social capital and institutional theories, this study proposes a dual analytical framework to measure the supply and demand of financial inclusion separately. Using principal component analysis on Global Findex and IMF Financial Access Survey data for 45 countries in 2021, we calculate a financial inclusion gap to capture the structural mismatch between the provision of financial services and their usage. Fractional logit regression analysis reveals that economic conditions, governance quality and digital infrastructure are the principal predictors of the financial inclusion gap. In contrast, liquidity, resilience, social trust, religious norms and financial literacy are the main determinants of persistent demand‐side exclusion. These findings highlight persistent structural and socio‐economic asymmetries that result in unequal inclusion across countries. The policy implications suggest a gradual approach to reform, beginning with digital and infrastructural expansion, followed by improvements in governance and social inclusion measures, to reduce misalignments between supply and demand and promote more sustainable and inclusive financial systems.

Journal of International Development
University of Carthage (TN), Higher Institute of Food Industries of Tunis (TN), Université Tunis Carthage (TN), Warsaw University of Technology Business School (PL), Tunis El Manar University (TN), Northern University of Malaysia (MY)
Reduced inequalities
Openalex Percentile: Top 85%
Microfinance and Financial Inclusion
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