"The answer would be rigor."
It reminds me of the often-cited Stanford Prison Experiment. The lack of any rigor during the experiment is usually ignored when the findings are discussed.
The "experiment" had no control group, or even a separation between the observers and the ones involved in the experiment (Zimbardo was both the prison chief and the lead researcher). From an experimental setup point of view, it was just an amateurish mess.