The most popular sentence in American health policy, that prevention pays for itself, fails as a general claim, according to the health economists who measure it. Fewer than one preventive measure in five reduces spending, a smoke-free population costs more over a lifetime, and Medicare care-coordination programs showed no savings once fees were counted. The episode keeps what survives: cost-effectiveness, and promises we will keep anyway, bought where cheapest.
The death-offset result is real but model-dependent, shifting with the list of smoking-related diseases and cost structure. The Camden trial tested one program in one city, so its null is not a null on quality of life, and the correct share of health attributable to clinical care is unknown.