Weight loss and back pain: What’s the connection? Can’t manage to shake free of that chronic back pain? Here’s one answer: Eat less. As it turns out, losing weight is a very effective way to reduce stress on back muscles. Trim that tummy and you’ll find better posture is a nice little side effect.