I just caught my first episode.
I noticed how similar it was to the camera techniques used at the Dr. Phil House..
Then I figured out why during the closing credits.
The show is produced by Jay McGraw! (Dr. Phil's son)
I'm not sure if the show has gotten any good reviews. I saw one at the NYDaily News that wasn't too flattering..
This isn't the episode I saw tonight..
Here is a review that I read..
http://www.nydailynews.com/entertainment/tv/2007/09/12/2007-09-12_no_one_feels_at_home_in_decision_house_.html
Here is another review..
http://www.commonsensemedia.org/tv-reviews/Decision-House.html
Looks like this show is not going to be around too long.