The document describes the formulation and evaluation of sustained release tablets of metoprolol succinate using a 32 factorial design, focusing on optimizing the concentrations of hpmck15m and hpmck100m as rate retardants. Nine formulations were produced and assessed for various properties, revealing that formulation f5 was most comparable to the marketed product, following Higuchi's kinetics with a super case II transport mechanism. The study highlights the effectiveness of using statistical methodologies to optimize drug release profiles for improving therapeutic efficiency in chronic disease management.