> If the results of this specific study were the opposite, would you behave any different than a skeptic?

This study supports all the other bits of evidence in the same direction; it's consistent with what we know.

Similarly, I'd be somewhat more dubious about even a very well constructed study that declares "there are no people in New York City" than one that found some people there.