Goals from Scott Wilson (55) and Désiré Ségbé Azankpo (69') saw Oldham record a welcome victory meaning they climb to one place below the Saddlers as the Reds' struggles continue.
The manager bemoaned a lack of composure along with a level of weak-mindedness as his side failed to rebound from a string of defeats as their dismal season continues.