Research & Analysis
Infographic

How to Make Data Work for the Poor

Infographic: How to Make Data Work for the Poor
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Related Resources

Publication

Making Data Work for the Poor

The consumer consent model for data privacy and protection is broken. It’s time for a new data paradigm whereby financial services providers and data collectors take greater responsibility for protecting customers’ data.
Topic: Enabling and Responsible Financial Policy
Sub-topics: Consumer Protection

Related Research

Publication

Responsible Digital Finance Ecosystem (RDFE): A Conceptual Framework

Building on decades of global and country knowledge, this Responsible Digital Finance Ecosystem (RDFE) conceptual framework seeks to encourage financial sector authorities, and other key ecosystem actors, to boost financial consumer protection in the digital era with a holistic vision of the ecosystem.
Publication

8 Billion Reasons: Inclusive Finance as a Catalyst for Climate Action

We cannot tackle climate change effectively without inclusive financial services. CGAP outlines five areas for collaborative action between stakeholders working on climate change and those working on inclusive finance in order to leverage inclusive finance to scale grassroots climate action.
Reading Deck

Social Media Monitoring to Assess Consumer Risks in Digital Credit Apps: Guidance for Supervisors from an India Pilot

To better understand the digital consumer credit and the risks they pose for customers, this reading deck contains supervisory guidance on the use of a branch of AI, Natural Language Processing (NLP), for social media monitoring. It is based on insights and lessons from an India pilot and provides examples of social media analyses carried out as part of that pilot.