My research focuses on financial inclusion from the perspective of individuals and households, specifically on the identification of socio-economic, institutional, legal, and cultural barriers that prevent individuals from using the formal financial system. Methodologically, my interests are in the application of quantitative methods including multi-level and spatial modelling to determine patterns of exclusion at national and local levels.