It's the mouse. We have a mouse at work that does that too, on every pc that we put at that station. It depends on how hard we click it though, if we click hard enough, it registers a double click. Except sometimes when it's moody, then everything becomes a double-click.
You can take the mouse apart and clean it out or just buy a new one. I'd just buy a new one if it's out of warranty.