I think preparation is still a function of total snow forecasted. Usually a forecast of an inch or two has pretty minimal resources needed.
But having it fall steadily over 4 hours when it’s 15 degrees is something different. Not sure if they just look at forecasts or actually consult with someone. Steady rates, low temps, and rush hour, should be treated with a little more urgency than a typical 1-2” snowfall.