Distribution management involves overseeing the movement of goods from supplier or manufacturer to point of sale, ensuring timely delivery, cost efficiency, and customer satisfaction. It plays a critical role in supply chain management by optimizing logistics, inventory control, and transportation strategies to meet market demand effectively.