Here’s an important reminder to managers and supervisors who interview candidates and use subjective characteristics to make hiring and promotion decisions: They’d better be able to explain exactly what led them to make the decisions they made. Interviewers should keep careful notes, including the specific questions they asked, as well as how the candidate answered the question.