Common pitfalls in decision making include confirmation bias, where leaders favor information that supports their preconceived notions, and groupthink, where the desire for consensus overrides the consideration of alternative viewpoints. To avoid these pitfalls, leaders should encourage open dialogue, seek out dissenting opinions, and remain open to new information.