An M. R. James story or BBC adaptation is a mandatory Christmas custom. I associate Christmas Eve more with him than I do Dickens at this point.
The only non-fiction of his I have read are his essays on ghost stories, which were superb. I assumed his scholarly work would be a bit hard going.