Moore was replaced as boss because of a large drop in season ticket sales - with many supporters unhappy with the Latics' style of play.
Managing director Simon Corney said: "At the end of the day it was a financial decision it wasn't pleasant telling Ronnie and he was shocked.
"Clearly a lot of fans had not taken to him (Moore) and season tickets sales have been very slow.
"People seem to think we have vast sums of money but, unfortunately, that is not the case."