This is one of the problems with modern academia. It's hard to extrapolate these things
Some of the social sciences are terrible at this. A former partner was a researcher in one of what I now consider to be less respectable fields and she would come up with a feely conclusion and fit the data to it and publish it. Wanted me to co-author one with her and do the statistical analysis. Told her I don't want to be on Retraction Watch.
This is why I do mathematics. Most of it is impossible to argue against once there's a solid proof :)
(also everyone is really nice in the field!)