Yes, voters do care about government deficits and debt.

I have argued here, repeatedly, not just that the annual federal deficit and growing long-term debt are at crisis levels but that cutting deficits is good politics, too. The simple fact is that for at least the last quarter-century, Republicans repeatedly have fared better in House and Senate races when they were collectively behaving with spending discipline than when they were profligate.