Confounding Up Close

Your results show your experimental group making more revenue. It could be because people spend more when the coffee cost less. But since the groups aren’t comparable, it could be for any number of other reasons. The weather could be keeping people on the east coast indoors. The economy could have taken off in the Pacific region. What happened? You’ll never know, because of confounders.