They tend to be VERY aggressive about cancelling flights. A few weeks back at O'Hare, they cancelled almost every flight after 3:00 pm because snow was forecast. Only a few inches in the forecast. Ended up getting nearly nothing, but all travel thrown into chaos. It's not uncommon to see this on American.
United is MUCH better and running flights during bad weather (but is a trash heap on airline).