The choice of the active component is critical and is based on the specific reaction being catalyzed. Metals like platinum, palladium, and nickel are often used in hydrogenation reactions, while metal oxides like vanadium pentoxide are used in oxidation reactions. The active component is typically selected for its ability to lower the activation energy of the reaction, thereby increasing the rate of reaction.