While acupuncture is not a replacement for medication in all cases, it can be more effective for certain types of pain and has fewer side effects. A meta-analysis published in JAMA Internal Medicine found that acupuncture was effective for treating chronic pain and was a reasonable referral option. For a comprehensive treatment plan, you might also look into naturopathic medicine.