Catalysis plays a significant role in reducing chemical waste by increasing the efficiency of chemical reactions. Catalysts lower the activation energy required for reactions, thereby speeding up the process and leading to higher yields of the desired products. This minimizes the amount of unreacted starting materials and unwanted byproducts.