Cognitive dissonance in decision-making occurs when a player's actions or beliefs conflict with their results, creating mental discomfort. To resolve this, players may justify mistakes or continue poor strategies, leading to irrational play. Recognizing and managing this discomfort is important for making more objective, strategic decisions.