I think that we should be right to consider our instincts. As opposed to using that to override statistical analysis we should use it to question the analysis done and to drive further queries. This way we provide quantitative results which have considered the qualitative aspects too. To ignore the facts are wrong but so is to ignore our questioning of them too.