I spoke to an HP technician on the phone who told me that this printer is "obsolete" and they don't make drivers for it to work on Windows 7. So we're out of luck.
I'm really disappointed in HP's lack of help. The printer's date is 2005 and it works fine. It's a waste to buy a new printer. Now it will have to go to trash - not a very green solution, HP.