The first version of the story was refused by the editor of Strand Magazine because Holmes was not very involved in the plot.
Conan Doyle was not very pleased with the story and believed that the first three stories of The Return of Sherlock Holmes ("The Adventure of the Empty House", "The Adventure of the Norwood Builder", and "The Adventure of the Dancing Men") were better than this story.