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Updated: Aug 4, 2026

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
Clinical benchmarking for the office practitioner enabled by the online health record
Abstract:
Payer organizations, regulatory entities, and delivery networks are placing increasing pressure on physicians to report aggregate information about their patients and practice of medicine. Historically, clinicians have been ill-equipped to respond to these pressures when their practices have relied upon payer records for clinical information management. Key Industry Drivers: Physicians need specific information from their practices for the purposes of contract management, preventive care, office productivity, and utilization reviews. Value Statement: Clinical data captured at the point of care can support reporting requirements, and supplement or replace laboriously-collected data derived from billing and other administrative systems. Information from the Online Health Record can empower the individual physician to assess what is going on in their practice of medicine, as opposed to being "profiled" by an external entity. We created a secure web-based system that provides access to a clinical data mart, to allow online benchmarking for the individual or office practitioner. Providers used a web-enabled documentation system to document the clinical facts of the encounter. A nightly set of routines extracts data from the online chart into the clinical data mart built in a relational database. The system uses a clinical vocabulary server to map provider-entered strings to normalized clinical concepts. The system loads chart data into a dimensional data model, to simplify data representation and ensure fast query performance. Providers can access their own profiles from a secure web browser.
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