@Linkat,
Last winter, I noticed that the unshoveled parts of the sidewalk (unless I am buying cat litter, I walk the half mile to the local grocery) were easier and safer to walk on than the shoveled.
The reason was that melting and refreezing made the shoveled areas slick while the trampled snow was much more forgiving.