Player psychology significantly influences betting behavior in Roulette, shaping decisions and strategies. Factors such as emotions, cognitive biases, and individual beliefs play crucial roles in how players approach the game. Cognitive biases, like the gambler's fallacy where players believe that past outcomes affect future results can contribute to poor decision-making, leading them to chase losses or place bets based on incorrect assumptions.