Fox cancelled the show. Part of me is bummed because it's one of my favorite comedies on TV but part of me wonders if they could have kept it up for another season. The gimmick was wearing a bit thin.
That being said, Fred Savage should give acting another try and not go straight back into directing. He's awesome in this.