CBD Oil for Pain Management? Research shows a link! August 29, 2019 Marijuana and its cannabinoids have been used to treat pain as far back as 2900 B.C. according to a study called “Cannabis and Pain: A Clinical Review” written in May of 2017. Try hemp CBD oil for pain management and reduced inflammation.