The complexity of a catalyst can be attributed to several factors including its structure, composition, and the nature of the reaction it catalyzes. Catalysts can be homogeneous or heterogeneous, depending on whether they exist in the same phase as the reactants. Homogeneous catalysts are typically easier to study and understand, but heterogeneous catalysts are more commonly used in industrial applications due to their ease of separation from the products.