Balogun made his fourth appearance for Wigan since joining them on loan from Brighton and Hove Albion in January.
The win means relegation threatened Wigan are unbeaten in their last four games, winning two and drawing two.
Amd reacting to the win Balogun wrote on his verified Twitter handle: “Plus three we march on!”
Wigan are still in the relegation zone in 22nd position on 37 points, in the 24-team league table.
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