highly significantp < 0.001
Secondary significant parameters ( p < 0.05), including catalyst loading (B) and pH (D), and the second-order effects of reaction time (C 2 ) exhibited a measurable impact on the response, although less pronounced than the highly significant variables ( p < 0.001).