Basically, you're less protected against purchases gone wrong with a debit card or against fraud. A fair number of (mostly higher income) folks also get other benefits from credit cards--though that may not be relevant here.
However, a debit card usually covers the floor of needing a card of some sort to pay for a lot of things.