PubMed · 2012 · 31 citations · 10 references
ComputingHealth InformaticsPublic Health InformaticsElectronic Health RecordsHealth Information ExchangeHealth Information SystemsCommunity Health Information SystemsData MappingElectronic Health Record AnalyticsGeospatial Health InformaticsPopulation Health Information SystemsPublic Health Data IntegrationClinical Care QualityClinical Data ExchangeDisease Prevalence AnalysisElectronic Health Record DataEpidemiologic Data AnalysisHealth Care Quality MeasurementPublic Health Data ExchangePublic Health Information Exchange
BACKGROUND: Electronic health records (EHRs) hold the promise of improving clinical quality and population health while reducing health care costs. However, it is not clear how these goals can be achieved in practice. METHODS: Clinician-led teams developed EHR data extracts to support chronic disease use cases. EHRs were linked with community-level data to describe disease prevalence and health care quality at the patient, health care system, and community risk factor levels. Software was developed and statistical modeling included multivariate, mixed-model, longitudinal, data mining, and geographic information system (GIS)/spatial regression approaches. RESULTS: A HIPAA-compliant limited data set was created on 192,201 patients seen in University of Wisconsin Family Medicine clinics throughout Wisconsin in 2007-2009. It was linked to a commercially available database of approximately 6000 variables describing community-level risk factors at the census block group. Areas of increased asthma and diabetes prevalence have been mapped, identified, and compared to economic hardship. CONCLUSIONS: A comprehensive framework has been developed for clinical-public health data exchange to develop new evidence and apply it to clinical practice and health policy. EHR data at the neighborhood level can be used for future population studies and may enhance understanding of community-level patterns of illness and care.
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The Triple Aim: Care, Health, And Cost
Donald M. Berwick, Thomas Nolan, John Whittington · Health Affairs · 2008 · 5.1K citations
Applied Regression Analysis and Multivariable Methods
Roger W. Johnson, David G. Kleinbaum, Lawrence L. Kupper et al. · The American Statistician · 1999 · 372 citations
P4P4P: An Agenda For Research On Pay-For-Performance For Patients
Kevin G. Volpp, Mark V. Pauly, George Loewenstein et al. · Health Affairs · 2009 · 137 citations · Full text
Public Affairs, Health Policy, Health Services Administration +17