Mutual exclusion is required when multiple threads or processes access shared resources concurrently to prevent race conditions. Critical regions define sections of code where shared resources are accessed exclusively by one thread at a time. Semaphores and monitors provide synchronization mechanisms for processes to coordinate access to shared resources and critical regions in a way that prevents race conditions and ensures progress.