This paper by the International Monetary Fund (IMF) uses a comprehensive dataset to investigate the relationship between fintech and financial inclusion in a panel of 84 countries over the period…
NRB uses geospatial data to understand access points to FSPs in rural Nepal and other trends in rural financial inclusion. Its solution uses an “E-Map Portal” that relies upon a GIS system to map…
Global progress in women's financial inclusion masks persistent usage gaps. The World Bank's Findex 2025 dataset shows 77% of women globally now hold financial accounts, narrowing the gender gap to…
This case study outlines the development of a functional prototype featuring a financial consumer protection suite with social media and web scraping, sentiment analysis, topic modelling, and other…
The CGAP has published a paper examining how S-GDD has been collected and used, mainly by financial sector authorities and by providers, and the challenges and opportunities associated with this…
According to the blog, supply-side gender-disaggregated data (S-GDD) offers financial supervisors a powerful tool for building more inclusive and stable financial systems. The study highlights how…
Since 2017, licensed money services business (MSB) operators in Malaysia report transactional data to the Central Bank of Malaysia on a monthly basis. The data allow supervisors to conduct off-site…