Searching: Research & Analysis

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.

Customer Outcomes-Based Approach to Consumer Protection: A Guide to Measuring Outcomes

Based on a pilot involving the Financial Sector Conduct Authority and five financial services providers (FSPs) in South Africa, this deck shares lessons on how financial supervisors and FSPs can measure customer outcomes, which reflect the experiences and results of a customer's access to and use of financial services.

The Evolution of the Nature and Scale of DFS Consumer Risks: A Review of Evidence

While digital financial services have delivered substantial financial inclusion benefits and unlocked life-changing opportunities for consumers, CGAP’s latest research finds that they have exacerbated existing consumer risks and continue to introduce new and ever-evolving risks—some outgrowing consumer adoption rates.

Elevating the Collective Consumer Voice in Financial Regulation

Exploring the potential impact of incorporating the collective voice of consumers into financial sector policy and regulation, and opportunities for funders to help elevate these voices.  

Consumer Protection and COVID-19: Borrower Risks as Economies Reopen

Lockdowns have put consumers in financial need and providers under stress, setting the stage for consumer protection challenges to emerge around the provision of credit. In this Briefing, we offer preliminary recommendations for policy makers, regulators, and FSPs on how to keep borrower financial needs front and center without putting excessive stress on FSPs.

Rapid Account Opening in a Pandemic

Governments and funders worldwide are responding to the severe economic blow from the COVID-19 pandemic by delivering social assistance payments to families and individuals. Increasingly, they are turning to digital delivery for disbursements, which has accelerated the demand for financial services providers (FSPs) to be able to open formal financial accounts rapidly and with minimal or zero physical contact with customers.

India's New Approach to Personal Data-Sharing

As more and more people begin to conduct transactions online, questions have emerged about how to provide millions of customers adequate data protection and privacy. India's solution to this challenge is account aggregators (AA).

Making Consumer Protection Regulation More Customer-Centric

With the customer outcomes-based approach emerging as a promising consumer protection paradigm, this research identifies the core components of the approach that help authorities make financial consumer protection regulation more customer-centric.

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.

How to Make Data Work for the Poor

It's time for new approaches to data protection and privacy. This infographic showcases CGAP's solution in a visual format.