Slowing the rate of health care spending growth will likely require transitioning away from a fee-for-service system to a global payment system. Michael Chernew and Dana Goldman propose policies to promote efficiency in the Medicare program by providing incentives to treat disease rather than paying for individual services in a way that encourages improvements to the quality of care.