Shell sort is a generalization of insertion sort that improves efficiency by allowing exchanges of elements far apart. It works by sorting arrays with increasingly smaller increments or gaps between elements, starting with the largest possible gap and reducing it until a gap of 1 is reached, at which point the list will be fully sorted. The algorithm avoids large shifts compared to insertion sort by first sorting sublists with far-apart elements to put items in nearly sorted order before switching to adjacent elements.