Reporting DM's?

I have been reporting direct messages to remove them from my inbox, but I am uncertain of the implications of this action. Does reporting these messages also prevent the sender from initiating future contact? I would appreciate clarification from a member of the moderation team regarding this process. My goal is to organize my inbox by removing messages dating back to 2019, though I have currently limited my actions to deleting spam.