Sample variability refers to the differences that occur in the characteristics and performance of catalyst samples, even when they are prepared under ostensibly identical conditions. This variability can arise from numerous factors, including raw material inconsistencies, slight differences in preparation methods, and environmental conditions during synthesis, among others.