The existing literature on welfare effects on female headship in the U
nited States shows significant positive correlations in cross-section,
possibly increasing over time. However, when geographic, or area, eff
ects are permitted in the estimation, these correlations either disapp
ear or reverse in sign. The results have implications for the study of
welfare effects in other countries, including Canada, where benefits
vary considerably across provinces and localities within them.