The New York Times has reported on a large placebo-controlled study published in The Lancet that has shown no benefit of acetaminophen versus placebo in patients with back pain. But the author of the study pointed out that acetaminophen has been shown to work for toothaches or post surgical pain, “but the mechanism of back pain is different and poorly understood.”