PowerPivot for Excel 2013 error when opening the Manage Window

We've had a few reports of an error when trying to open the PowerPivot for Excel 2013 'Manage' window after installation. This error does not happen for an Admin user. The message received is:

"We couldn't load the Data Model. This may be because the Data Model in this workgroup is damaged"