Decision variables are factors that can be manipulated or optimized in catalytic processes to achieve desired outcomes. They play a critical role in influencing the efficiency, selectivity, and overall performance of a catalytic reaction. By adjusting these variables, researchers and engineers can optimize processes for better yields, reduced costs, and improved environmental impact.