Obesity and the Natural Environment Across US Counties

We estimated the association between obesity and features of the natural environment. We asked whether the association is mediated by diet or by physical activity.Using county-level data from the contiguous United States, we regressed adult obesity prevalence on 9 measures of the natural environment. Our regression model accounted for spatial correlation, and controlled for county demographics and the built environment. We included physical...