Error 1309 when running Office 2003

When running Microsoft Office 2003, installer unable to find the setup source directory previously used. The below error is shown and you can't access any of your Microsoft Office applications.

You can change the source setup directory without reinstalling by using Office 2003 Tool: Local Installation Source Tool.