Statistical mechanics bridges the gap between microscopic molecular properties and macroscopic observables. In catalysis, it helps in understanding the distribution of molecular states and the thermodynamics of catalytic processes. For example, transition state theory uses statistical mechanics to predict reaction rates by considering the population of molecules in the transition state, providing a link between molecular dynamics and observable reaction kinetics.