Check out who deletes the data. What user roles have delete-authorization? You can add a BeforeDelete-event handler and add a logmessage that logs the user and other relevant information.
Also find out when it happens. Has it already been deleted before you refresh the page or does the refresh action itself delete the data?
You didn't forget to commit the data?