How to get administrative access to the OneDrive for Business environment of a user

In some cases you might need administrative access to a OneDrive for Business environment of a user. Yesterday, for example, I had to make a backup of a couple of OneDrive for Business instances. As you might know, OneDrive for Business is SharePoint Online under the hood. By default only the user has administrative rights of their [...]