You can uninstall/reinstall, but it may not touch the Preferences file. I'll suggest a Preferences reset.
Hold down Alt, Ctrl, and Shift keys (Mac: Command, Option, Shift) while starting up Photoshop. A dialog box will appear asking if you wish to delete the preferences/settings file.