I've experienced this in several different neighborhoods I've lived in, but it's worst in my current neighborhood (Upper West Side).
This article gives some high-level reasons (institutional investors more willing to wait for higher rent, banks devaluing non-chain properties, real estate bubble). But it's hard for me to imagine the math works out for leaving a space vacant in NYC for years.