Alexandra Panman is a doctoral researcher at the University of Oxford. Her work draws on quantitative and qualitative methods to understand housing markets and collective action problems in urban areas. She has worked with the World Bank in Latin America (Brazil, Colombia, Haiti) and Africa (Tanzania, Cote d'Ivoire, Kenya, and Ethiopia).