Well, this test is invalid for one more reason - recipients knew that the experiment has "end date." This means that the employment rates would not be affected since people could not treat the benefits as a permanent thing and plan accordingly. If you would take 1,000 people and give the lifetime benefits, I would assume this would change things a bit.