Joshua Warren and Daniel Weinberger of Yale University in the U.S. will develop an analytical framework to improve local estimates of vaccine coverage in low- to middle-income countries. Current estimates can be unreliable, due to errors and biases in record-keeping and difficulties in estimating local population sizes, and are further complicated when children are vaccinated outside of their home administrative district.