Honestly, not very much. My watch has a thermometer and records the temp along with all the other data, but it's obviously very wrong. That bothers me enough to spend the $20 to get it right. (They last years.)

In other activities like skiing and backpacking, it's useful for how to dress because that seems to change, cold bothers me more as I get older.