I have no idea what effect the walking is having, but would point out that wealthy non-new Yorkers have other routes to attain the benefits of walking, such as

I have no idea what effect the walking is having, but would point out that wealthy non-new Yorkers have other routes to attain the benefits of walking, such as gym time and hiking trips. You can't say the same of poor non-new Yorkers.