Broad phase collision detection is an initial step in collision detection algorithms that quickly identifies pairs of objects that might potentially collide, reducing the number of detailed collision checks needed in the narrow phase. It uses spatial partitioning techniques to efficiently handle large numbers of objects, improving performance in simulations and games.