Error message when renaming a folder in a ZIP

When attempting to rename a folder within a ZIP file an error is displayed:
An error occured renaming 'foldername' : Folders within the archive cannot be renamed unless they are empty.

The archive sits on a Windows file server.

Is the folder you're renaming empty?