re: Why do I owe money in taxes this year versus last year when little has changed?

Going through your 1040 and comparing it to last year should be pretty simple. Something had to have changed. Also as someone said earlier you need to be looking at tax liability (line 63) not your refund/tax owed.

If your AGI is fairly similar, then my next thought would be to check your itemized.