The density of states (DOS) near the Fermi level of a catalyst can significantly affect the reaction rate. A high DOS at the Fermi level can facilitate the adsorption of reactants and the desorption of products, thereby enhancing the catalytic activity. Conversely, a low DOS might hinder these processes.