Jamie Anderson is a Senior Financial Sector Specialist focused on better understanding and including the financially underserved, particularly women, youth, smallholder households, and migrants. Ms Anderson led CGAP’s demand-side research with smallholder households—which included financial diaries in three markets and six nationally-representative household surveys—and dissemination of results on the CGAP Smallholder Families Data Hub. Before joining CGAP, Ms. Anderson worked as a technical adviser in Rural Finance at the International Fund for Agricultural Development and as an independent consultant for the Boulder Institute of Microfinance and GIZ. Her agricultural experience is both in research with the University of California Small Farm Center and on-farm in fresh-market organic vegetable production.