On second glance, it looks like Access 2007 created an .mdb and .accdb file when converting, and I was still using the .mdb file (pre-2007 format). For .accdb files, you need to use
Microsoft.ACE.OLEDB.12.0
in the Provider field.
http://www.google.com/search?q=acces...edb%20provider