Contextual effects of urban areas moderated the relationship of gender, age, and education on physical health, specifying the structural conditions under which these groups became vulnerable to a greater risk for poor physical health. Living in areas with greater poverty risks increased the likelihood of poor physical health among younger residents, while greater relative income inequality made women more vulnerable for poor physical health than men. Living in urban areas with increased levels of alcohol consumption put residents with lower education at greater risk for poor health.