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Population health programs help people live healthier lives by addressing the multiple determinants of health, including the adequacy of medical care, public health interventions, challenges posed by the social and physical environment, genetic susceptibilities, and behavioral risk factors. Population health implies a focus on health care quality, with an emphasis on getting the right care to the right patient at the right time. Ideally, patients would self-identify (eg, ‘‘raise their hands’’) when they need help, but that often is not the case. This article discusses how important personal events, which we refer to as ‘‘signature moments,’’ influence an individual’s health journey. Then, we describe several techniques to identify these individuals in near real time after a signature moment, which may lead to better engagement in population health programs. Although there is growing interest in big data, we find value in the subset containing near real-time information to identify individuals who may benefit from participation in population health programs.

Rapid Identification of Signature Moments to Improve Engagement in Population Health Programs