I suspect the trackpad settings were reset when you did your fresh install of Mac OSX.
to fix this, open up Settings>Trackpad>"Point & Click" tab.
Here you will find tons of settings that wil let you customize how your trackpad works. More specifically, you will want to enable "Tap to Click".
Hope this helps!