The Boltzmann equation describes the statistical behavior of a thermodynamic system not in equilibrium, providing a bridge between the microscopic properties of particles and macroscopic observables like temperature and pressure. It plays a crucial role in explaining the dynamics of particle interactions, which are fundamental to understanding processes like dark matter detection, big bang nucleosynthesis, and the moments of recombination and decoupling in the early universe.