I have read the PODIO documentation. I have in particular contemplated the following statement concerning use of the refresh_token:
This
Refresh tokens will expire X days (or hours) after their creation. Depending on your security requirements this expiration will be 1 month or 1 hour.
You have to make the decision taking care some aspects as functionality and security.