Working Paper

Gender data is key for unlocking the potential of financial inclusion. This report explores the ways supply-side gender-disaggregated data (S-GDD) is being used to inform financial policies and strategies that seek to intentionally apply a gender lens.
Working Paper

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.
Reading Deck

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.