The mechanism of palladium catalysis often involves the formation of intermediates such as palladium(0) and palladium(II) species. These intermediates participate in various steps of the catalytic cycle, including oxidative addition, transmetalation, and reductive elimination. The ability of palladium to switch between different oxidation states is a key factor in its catalytic efficiency.