That Bloomberg article is a really interesting experiment in cherry-picking data: it focused specifically on deaths, and only on deaths due to specific causes that helped its case. Yes, New York has fewer homicides and car crash deaths than rural towns, but if you look at most other data, which is arguably more relevant, the opposite story shows up.

I'm not that worried about being murdered. Murders tend to happen between people with a relationship. There are very few random murders. In cities, gangs do the murdering, and outside of cities, it is generally crimes of passion. The NYPD is very, very aggressive about going after gangs and murders. This is at the cost of controlling other types of crime.

The car crashes are easy to explain: NYC is designed so that you drive very slowly, and there is a 25 mph speed limit everywhere a pedestrian might be. Crashes in NYC are almost always non-fatal. It's not that they don't happen. They are just non-fatal.

Personally, I am worried about being mugged or harassed, and that is extremely common in NYC compared to most places. It also happens to be something that happens between unrelated people. That is why I moved out of NYC after having been attacked once and witnessing 2 thefts in 4 years, and that is why the statistics cited in that op-ed are completely useless.