Original: Because the turbocharger will heat when running, many recommend letting the engine idle for up to three minutes before shutting off the engine if the turbocharger was used shortly before stopping.
Simplified: The turbocharger will heat when running. Many recommend letting the engine idle for several minutes before shutting the engine off.