When performing hypothesis evaluations, it's critical to recognize the potential for error. Specifically, we must to grapple with a couple of key types: Type 1 and Type 2. A Type 1 mistake, also referred to as a "false positive," occurs when you incorrectly reject a valid null hypothesis – essentially, claiming there's an impact when there doesn'