In business research, we often build up theories about what works and what doesn’t work based on evidence that’s correlated, but not causal. We pick an outcome — successful performance, say — and incorrectly identify what caused that outcome. This is a major flaw in our work, as my colleague Phil Rosenzweig has pointed out in his work on the “halo effect.”