Back in Alaska we would shovel off the roof, mostly to reduce stress.

Ice dams as mentioned previously are usually a result of insulation, rather a lack thereof.

Not a bad idea, be wary of breaking ice on a roof, even a few inches of ice has a lot of potential energy. (read broken stuff around the eaves, loss of footing etc.)