How can I ensure all remnants of a previous Office installation are removed to prevent future uninstall errors?

To ensure complete removal, after attempting an uninstall, you should use Microsoft's specific Office uninstall tool (like SaRA or the Program Install and Uninstall troubleshooter). Also, performing a manual cleanup of registry entries and program folders related to Office can help prevent leftover files from causing future installation or uninstallation problems.