This paper is a review of issues and possible methods for using information from the American Community Survey (ACS) to improve the Census Bureau’s intercensal population estimates program, and for using the estimates from that program as weighting controls for the ACS. We have previously referred to this integration of survey data with model based estimates as part of the “Program of Integrated Estimates”.