Sir Robert Watson-Watt, who developed early warning radar in Britain during World War II to counter the rapid growth of the Luftwaffe, proposed a "cult of the imperfect," which he stated as "Give them the third best to go on with; the second best comes too late, the best never comes" (Brown 1999). Just as imperfect radar detected incoming German aircraft to protect British citizens, imperfect public health surveillance systems are widely used to measure and monitor the health of populations to mobilize action toward community health.Defined as the ongoing systematic collection, analysis, interpretation, and dissemination of health data for use in planning, implementing, and evaluating public health practice, public health surveillance serves as the centerpiece of all community health improvement efforts (Remington and Flood 2014). In practice, public health surveillance is a continuous process involving four diverse components: (1) data collection, (2) analysis, (3) interpretation, and (4) dissemination. Each of these steps in the process requires different skills and systems. Information technology and systems engineering are needed to design data collection systems. Epidemiologic and biostatistical methods are needed for data analysis, especially for small areas where data may be sparse or missing. But public health surveillance also requires skills in communications and program planning, to assure that the data are translated into useful information that supports community health improvement efforts (Remington and Nelson 2010).The long-standing tradition of public health surveillance has been simply to "disseminate" results to those working in the public health system. Increasingly, public health surveillance systems have focused on developing specific communication plans to define the purpose of communicating information, understand audiences, develop messages, select appropriate channels, Health Services Research market the information, and evaluate the process and outcomes. The ultimate purpose of these systems is to improve the health of populations by informing or persuading individuals or policy makers (Parvanta et al. 2002).The County Health Rankings have become one of the most widely recognized public health surveillance systems in the nation (Remington, Catlin, and Gennuso 2015). Annually since 2010, the University of Wisconsin Population Health Institute and the Robert Wood Johnson Foundation have produced the Rankings, which serve as a "population health checkup" for the nation's more than 3,000 counties. We base the Rankings on a conceptual model of population health that includes both health outcomes (mortality and morbidity) and health factors (health behaviors, clinical care, social and economic factors, and the physical environment). Data for over 30 measures are available at the county level for over 3,000 counties in the United States, and they are assembled and combined to create composite measures that are then ordered and counties are ranked from best to worst health within each state.The...