This may be a rookie mistake on my part, but it still caused the error message. I was importing an excel spreadsheet and had a space in front of a field heading. Once the space was removed the file imported no problem
Note: The space only appears when you look at the file in Excel; when Access tries to import, the dialog box gets rid of the space, but the space still causes problems. I learned this the hard way...