Can anyone think of some relationship between rationality and vindication?

Sure, it's straightforward humans-are-big-white-rats Skinnerian behaviourism. If you see behaviour you don't want, apply pain until the behaviour stops. In a less crude form you'd call it "setting up an incentive system".