The more urban, the lower your risk of death (bloomberg.com)

When looking across the counties of the US, the deaths counted are from > All external causes except accidental poisoning, intentional self-harm, falls, complications of medical and surgical care and sequelae of external causes of morbidity and mortality

I would expect medical/surgical complications and sequelae of external causes to be quite relevant. Medical care outcomes are important.