All Publications
Tackling Credit Fairness and Missed Business Opportunities with Reject Inference
“Reject inference” techniques help financial institutions to increase their credit portfolio profitability by improving the accuracy of their approval mechanisms, with implications for offering credit to women who would otherwise be unable to access it.
Women and Equitable Growth in a Resource-Constrained World
This paper addresses the need to reform the international development finance architecture in ways that expand access to affordable credit for women entrepreneurs in the Global South, especially in sub-Saharan Africa.
2022 Trends in International Funding for Financial Inclusion
The 2022 CGAP Funder Survey looks at the latest trends in international funding for financial inclusion. Understanding the funding landscape can support better funding decisions and coordination, and ultimately lead to better outcomes for underserved people worldwide.
Advancing Financial Inclusion Through Platform-Enabled Financial Services: Exploring Key Segments in Low- And Middle-Income Countries
This report highlights the actions that should be taken by countries, firms, and development actors to maximize the potential of digital platforms to contribute to low-income livelihoods and increase financial inclusion.
Al-Amal Microfinance Bank's Micro-Letters of Guarantee (Micro-LGs)
This paper describes the development of microfinance in Yemen and the role of Al-Amal Bank in the sector over the past 15 years, then introduces the concept of micro letters of guarantee, which Al-Amal Bank launched in 2020.
Gender-Intentional Credit Scoring
This guide introduces a gender-lens analytical framework for lenders to determine whether lending decisions and outcomes in their portfolios differ by gender and, if so, how.
Her Fintech Edge: Market Insights for Inclusive Growth
The study explores the representation of women within fintech portfolios and the factors influencing it. It investigates whether fintech firms actively target women customers and the strategies they employ.
Leveraging Transactional Data for Micro and Small Enterprise Lending
This case study examines the data and experience of two fintechs in India that use different sets of transactional data for credit scoring.
State of the Ugandan Refugee Finance Sector Report 2024
This report provides a detailed overview of the evolution and current state of the refugee finance sector in Uganda, key drivers, and levers as well as demand and supply-side constraints.