Actually, I think the suicide rate in Scandinavian countries is higher, but only during the peak of winter. Apparently, sunlight is essential for human beings, and sun deprivation takes a big toll on a person's psychological state.
On the other hand, on a more personal note, lack of sunlight during winter didn't seem to affect me at all. No night time during summer was the bigger problem.