Meditation's Effect on Strong Attachment

I have a straightforwards question: does meditation decrease attachments -- e.g. to alcohol or social media -- by increasing willpower, or by other mechanisms? I would think shamatha increases willpower in the long-term, but does it produce some other effects that decrease attachments? Thank you.