Hi,
Item that has been deleted by user will be moved to deleted folder.
If it is hard deleted, then it will remain until it reach the "Deleted Item Retention".
So if you do not have deleted item retention settings, then the only possible recover method is backup.
So for your question, deleted item retention settings and backup should be considered.
Xiu Zhang
TechNet Community Support
