I commend a fine article, backed up with logic and hard numbers by Generation Rent.
What happens to rents if landlords exit the market? Nothing.
Unsurprisingly, their research shows that average rents paid fall slightly, because it is higher earning tenants who are most likely to become owner-occupiers, and they were the ones paying the higher rents.