Statin combination therapy involves using statins alongside other lipid-lowering agents to enhance the reduction of cholesterol levels and improve cardiovascular outcomes. This approach is particularly beneficial for patients who do not achieve target lipid levels with statin monotherapy or who experience adverse effects at higher statin doses.