Slug, permalink, and path are related but different concepts.
A slug is the last URL segment identifying one page, a permalink is that page's permanent full address, and the path is the whole directory structure after the domain.
Changing a published slug can break existing links, so when you do, add a 301 redirect from the old address to the new one.