At the very least that data does not really fit the theory. At some point you have to consider that when the facts do not fit the theory perhaps the theory is wrong, rather than to try to spin the facts in such a way that they fit the theory in a weird way. I think some people are too attached to a particular theory being true, rather than <i>finding out</i> the right theory.