A/B testing

Quite common in website design and product development, but also for testing hypotheses on yourself.

E.g. you want to see if coffee affects your productivity, then you do 2 days with coffee, 2 days without, 2 days with, 2 days without and so on. And write down how productive you felt each day. See if you can spot a pattern.