Searching: Research & Analysis

The Role of Data in Inclusive Insurance

With 3.8 billion people in emerging markets lacking adequate insurance coverage, data plays a crucial role in enabling insurers to comprehend these segments' specific needs and risk profiles. This, in turn, helps develop more accurate risk assessment and pricing models for inclusive insurance offerings.

Open Finance Self-Assessment Tool and Development Roadmap

This technical guide introduces the open finance self-assessment tool and development roadmap. It provides practical tools for policymakers to use to decide whether to implement an open finance regime to advance financial inclusion and outline a development roadmap to guide the implementation process.

The Building Blocks Supporting Open Finance

This working paper introduces the concept of an inclusive data ecosystem as one where low-income people’s data trails are used to improve their financial inclusion. The paper highlights open finance as a catalyst for inclusive data ecosystems and identifies key enabling layers that drive the success of open finance and, by extension, an inclusive data ecosystem.

Gender-Intentional Credit Scoring

Evidence shows women often demonstrate higher loan repayment rates than men, suggesting they are lower-risk borrowers yet face higher barriers to loan approval. 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.

Women Agents for Financial Inclusion: Exploring the Benefits, Constraints, and Potential Solutions

This working paper explores the benefits of having more women agents, the challenges they face, and potential solutions to promote their participation. It highlights that engaging women agents does not compromise performance and offers collaborative solutions for stakeholders to remove barriers and unlock the full potential of women in the DFS ecosystem.

A Technical Guide to Unlock Agent Networks at the Last Mile

This guide outlines five key actions for DFS providers, regulators, and funders to expand rural CICO agent networks based on CGAP's global experience. These actions include building a vision for rural expansion, optimizing investment strategies for rural agents, and capturing the potential of women agents. 

Engaging Financial Services Providers in the Context of G2P Choice

This deck aims to help implementers of G2P choice programs in better reaching recipients and achieving program objectives.

Climate Risk and Financial Inclusion: A Regulatory Perspective

Climate change risks may drive the financial sector away from serving the least profitable and most climate-exposed clients, namely low-income, rural households, and micro, small, and medium enterprises. This new working paper outlines how inclusive green finance policies can help reduce these risks, creating a more stable and resilient real economy.

The Setup: Partnerships and Conditions for Offering Financial Services to Gig Workers

Platforms can offer financial services to underserved gig workers through digital channels, but it's essential to have the right environment for payments, regulations, and analysis. In this brief, early lessons share how institutional partnerships can lead to successful market entry.

Putting Gig Data to Work: Innovations in Expanding Credit Access

Learn how industry pioneers such as Moove and Karmalife have developed algorithms and products to use work and earnings data to extend credit to gig workers in this new brief.