Until the end of 1977, the U.S. consumer price index (CPI) for rents tended to omit rent increases when units had a change of tenants or were vacant, biasing inflation estimates downward. Beginning in 1978, the Bureau of Labor Statistics (BLS) implemented a series of methodological changes that reduced this nonresponse bias, but substantial bias remained until 1985. We set up a model of nonresponse bias, parameterize it, and test it using BLS microdata. From 1940 to 1985, the official BLS CPI for urban wage earners and clerical workers (CPI-W) price index for tenant rents rose 3.6% annually; we argue that it should have risen 5.0% annually.

We show that bank branching tends to mitigate localized market power by broadening the geographic scope of competition among banks, even though branch banking allows banks to differentiate themselves through their choices of branch locations. Banking services at peripheral locations will be priced more competitively when those locales are served by branch networks. We develop a theoretical model in support of this view and offer empirical evidence.