The demand for local telephone calls varies among households. This paper develops models, based on limited data from California and Cincinnati, which predict the demand for local calls from household characteristics. The models enable one to stratify a metropolitan area into regions of expected high, low, and medium telephone demand and thus provide a mechanism for efficiently estimating the demand in a metropolitan area from the demand of a sample of telephone customers in the area. Although the data and models are too limited to establish definite causal relationships, the models suggest that the demand for local calls might be related to the number of people in the household and the age and sex of the household head. Furthermore, while there is some ambiguity between the California and Cincinnati results, there is also the suggestion that local call demand might be related to income, the race of the household head, and the telephone density in the wire center.