Sana Jellouli, Rohail Hassan, Safa Ben Thabet, Dhouha Nefla
{"title":"Matching Supply With Demand: A Dual-Index Framework for Financial Inclusion","authors":"Sana Jellouli, Rohail Hassan, Safa Ben Thabet, Dhouha Nefla","doi":"10.1002/jid.70065","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>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.</p>\n </div>","PeriodicalId":47986,"journal":{"name":"Journal of International Development","volume":"38 3","pages":"451-470"},"PeriodicalIF":2.0000,"publicationDate":"2026-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of International Development","FirstCategoryId":"96","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/jid.70065","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/21 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"DEVELOPMENT STUDIES","Score":null,"Total":0}
引用次数: 0
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.
期刊介绍:
The Journal aims to publish the best research on international development issues in a form that is accessible to practitioners and policy-makers as well as to an academic audience. The main focus is on the social sciences - economics, politics, international relations, sociology and anthropology, as well as development studies - but we also welcome articles that blend the natural and social sciences in addressing the challenges for development. The Journal does not represent any particular school, analytical technique or methodological approach, but aims to publish high quality contributions to ideas, frameworks, policy and practice, including in transitional countries and underdeveloped areas of the Global North as well as the Global South.