A new thought piece led by the Harvard Pilgrim Health Care Institute with collaborators from Duke University and Kaiser Permanente Washington Health Research Institute highlights the challenges facing healthcare researchers and decision makers in the quest to improve population health in a constantly evolving healthcare landscape.