The study looked at manufacturing companies to see how good managers affect overproduction. Companies with skilled managers have less overproduction. When skilled managers do overproduce, it's less likely to be fixed next year and more likely to lead to higher sales later on. Skilled managers don't use overproduction to manipulate profits; they do it to prepare for future sales growth.