In my experience, I believe when managing their bankroll in Blackjack, players often fall into pitfalls such as overestimating their skills, overcommitting, and making impulsive decisions due to emotional highs and lows. This can lead to poor decision-making and increased risk, ultimately affecting their chances of winning.