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Introduction: Patient-facing online tools for managing preventive and chronic care can be a resource-effective way to increase patient agency in health promotion. Recently, Kaiser Permanente Southern California added the Online Personal Action Plan (oPAP) to the member web portal to better enable members to access information about prevention, health promotion, and care gaps. This study described Kaiser Permanente Southern California members who use oPAP, as well as how members use oPAP to close five different care gaps: hemoglobin A1c testing, pneumonia vaccination, and three cancer screenings.

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