When the user doesn’t experience the same on the website, they usually bounce. It is because slow speed is an interrupting experience for the user which must be avoided by the website developer.
The main affecting factors are compressed images, better page linking, avoidance of blank pages, site map connectivity. A navigated website will always have better page speed.