Millers snatch the points
Wigan boss Roberto Martinez admitted his side looked very jaded in their 4-0 defeat at the hands of Premier League leaders Manchester United.
Two goals apiece from Robin van Persie and Javier Hernandez were more than enough for United, who restricted Wigan to very few chances, only a disallowed goal from Arouna Kone coming close to denying them a clean sheet.
And Martinez felt a fourth game inside two weeks had proved too much for his squad, which has been badly hit by injuries recently.
The Spaniard said: "I did feel that we started well, and in many aspects of our performance we were trying to do all the good things we know we can do, but I did feel today was a game too many.
"I thought it was very frustrating for our players. It's been a really busy period and we haven't been able to share the efforts between the squad because we had so many injuries and players missing.
"Today, you look at the opposition and they've been able to make five or six changes from Saturday - I think that paid off for them.
"When you play in these sorts of games you need to be full of energy to be able to react fully in the box, to have that intensity in your defensive play.
"Unfortunately when you look at the goals, it wasn't like they opened us up, it was just second phases at set-pieces. Once the first goal went in, and then the second, it became much, much harder.
"I was very pleased with the mentality and the personality we've shown as it was a difficult performance for us, but four games in 10 or 11 days is a little bit unfair and probably too much of an ask for us facing the leaders."
The Millers came from a goal down to turn the game around with a dominant second half display.
Kari Arnason appeared to have headed the visitors in front when he met Ben Pringle's corner and sent a header against the underside of the crossbar. His effort appeared to have crossed the goalline, but the Millers' appeals were waved away by referee Stuart Atwell.
Rochdale goalkeeper Josh Lillis then diverted Lee Frecklington's shot over the bar as the visitors started to exert control.
But the hosts took the lead against the run of play in the 29th minute. Joe Rafferty picked out Ashley Grimes and the in-form striker sent a half volley wide of Andy Warrington, his fifth goal in the last six games.
Rotherham dominated the second period and deservedly levelled in the 78th minute when Kayode Odejayi collected Courtney Cameron's corner and scrambled the ball home from six yards.
Odejayi was involved in the winning goal, his run into the Dale area ended by Kevin McIntyre whose slide tackle presented the ball to Cameron who curled home the winner.