The NYT article we're all commenting on explains: "Studies in San Francisco and elsewhere show that price caps often prompt landlords to abandon the rental business by converting their units to owner-occupied homes."

There's a literature on this; there's no need to speculate.

Another thing worth checking is the IGM Economic Experts Panel, which covered rent control in 2012: http://www.igmchicago.org/surveys/rent-control