Tract- and county-level income inequality and individual risk of obesity in the United States

•Higher tract- and county-level income inequality are independently associated with lower individual risk of obesity for residents.•The size of association between income inequality and obesity risk is larger for county-level than tract-level income inequality.•Gender is not a significant modifier of the income inequality and obesity risk relationship.