If it is so well accepted that the health sector alone cannot improve health, why don’t multisectoral programs and policies happen more often and more successfully? Authors from the Institute of Medicine, the Association of State and Territorial Health Officials, the Vitality Group and Physic Ventures write for the Health Affairs Blog about how we should be rethinking cross-sector collaboration.