Modifying local desktop registry key as an administrator :

"HKEY_LOCAL_MACHINE\SOFTWARE\Microsoft\Windows\CurrentVersion\CapabilityAccessManager\ConsentStore\location" from "Deny" to "Allow" is letting user without admin access to change which app to have location access.

Once registry change is made, user will be able to enable/disable location service and specify which apps are allowed to us it.