Catalyst support materials are substances used to enhance the efficiency and stability of catalysts in chemical reactions by providing a high surface area and facilitating the dispersion of active sites. They play a crucial role in extending the catalyst's lifespan and improving its resistance to deactivation, thereby optimizing the overall reaction process.