The propagation step is a phase in a chain reaction where reactive intermediates, such as free radicals, react with stable molecules to form new radicals and products, thereby perpetuating the reaction cycle. It is crucial for sustaining the reaction until termination occurs, often determining the overall rate and efficiency of the process.