PHP tag in link

I've noticed that one some pages when I call session_start(), the links get appended with "?PHPSESSID=[session id]". The problem is that when this happens, links that have a PHP echo tag inside the URL don't seem to be interpreted.

Has anyone else noticed this?  And are there any easy solutions?