Why trial design matters. Decisions about nutrition programs, health interventions, genetics, housing or management practices often hinge on relatively small differences in performance, such as changes in average daily gain, feed efficiency, mortality or carcass characteristics. Poorly designed studies can obscure these differences or, worse, suggest benefits that disappear under commercial conditions. As production margins tighten, the cost of acting on misleading data continues to grow.