Skip the meds. Lower back pain—one of the most common reasons for a doctor’s visit—is best treated with alternative, natural and psychological therapies, say new guidelines from the American College of Physicians.

Opioids—one of the most commonly prescribed medications for pain relief and a source of increasing addiction and death—should...