It can be shockingly hard just to understand three variables

April 19, 2021

In science (and when developing hypotheses more generally), it is very common to come across situations where a variable of interest (let’s call this the dependent variable, “Y”) is strongly correlated with at least two other variables (let’s call them “A” and “B”). Here are some examples: If you’re a psychology researcher investigating possible causes of depression (Y), you may have trouble disentangling the effects of poor sleep quality (A) and anxiety (B), both of which tend to be corre...

How to learn from mistakes

January 14, 2012

Suppose that you'd like to make fewer mistakes. How do you go about actually learning from the ones you've already made, rather than repeating them? The first step is to admit to yourself that you've made a mistake. Trivial errors, like accidentally putting the container of orange juice in the freezer, are easy enough to come to terms with. But for more serious matters, or matters that involve pride or shame, our minds often recoils at the pain caused by acknowledging we've screwed up. We make ...