OK I figured out my problem, which might be the same for you meneer. My wordpress theme called in an older version of jQuery ~1.6. Because this collapse-o-matic plugin uses the ‘on’ method, which was introduced in jQuery 1.7+ I updated my jQuery version in the themes functions.php file and voila it works now.