The selection of appropriate promoters and stabilizers depends on the specific catalytic reaction and the operating conditions. Factors such as the nature of the reactants, the desired products, and the reaction environment (e.g., temperature, pressure) all play a role in this decision. Advanced characterization techniques, including X-ray diffraction and electron microscopy, are often employed to study the impact of these additives on the catalyst's properties.