To be fair, the very fact that both "spring" and the "winter" solstice vary between hemispheres, is already arbitrary enough. At least the moon is in the same phase for the whole world at any given time. Meanwhile, as others said, the Earth is closest to the sun around early January, which is as good a reason as any to start the year then.