Clinical reasoning is a complex process that can be influenced by numerous factors. This commentary reviews major factors that affect clinical reasoning such as teamwork, decision-maker characteristics, and environmental conditions. The author suggests that an adaptive rather than linear decision-making approach would support reasoning improvements to reduce diagnostic error.