I guess if I'm totally out of condition then exercising feels very inefficient. Once I'm in condition, though, it's calories in = calories and it isn't complicated, at least for endurance activites. If I pile on more activity then I need a corresponding amount of extra calories and it's simple arithmetic.
I only see that study cited by people who are looking for excuses to not exercise.