That church was in Lexington,I think. They did make it seem like it was quick trip from Harlan to Lexington. It's just over 2 1/2 hours. So it's not as quick as they made it seem.
I'm sure the logistics of filming there would be difficult. Not many nice motels/hotels or restaurants in the Harlan area. Nothing fancy for the stars. That's for sure.