Comment by WalterBright

Deciding who gets to buy what is known as central economic planning. It doesn't have a good track record.

In this case, by restricting who can buy, you're reducing the demand for housing. Less demand means lower prices. Lower prices mean fewer homes will be built, meaning less supply.

A better scheme would be to lower the costs of home construction by reducing regulations and taxes on them.