OK so I managed to try this solution and it seems to work:
<a href="#" onclick="document.majors_search.submit(); return false;">
By returning 'false' in the onclick, we apparently tell the browser not to handle the click as a navigational directive. This works in firefox...can't help but wonder if it works every where else.