Pivot selection is a crucial step in the QuickSort algorithm, as the choice of pivot can significantly affect the efficiency of the sort, potentially reducing the time complexity from O(n^2) to O(n log n) in the average case. Effective pivot selection strategies, such as choosing the median of three or using randomization, help in minimizing the likelihood of encountering worst-case scenarios.