Catalysts can help reduce by-products through their ability to increase the selectivity of a reaction. By providing an alternative reaction pathway with lower activation energy, catalysts can steer the reaction towards the formation of the desired product. For instance, in the case of a heterogeneous catalyst, the surface properties can be tuned to favor the adsorption of specific reactants, thereby enhancing selectivity.