American Journal of Public Health · 2017 · 33 citations · 20 references
ComputingCommunity HealthHealth InformaticsElectronic Health RecordsHealth Services ResearchOutcomes ResearchCommunity-oriented Primary CareElectronic Health Record ChartingElectronic Health Record Documentation WorkflowsHealth RecordsPatient-reported Outcome CollectionPatient-reported OutcomesCommunity Health Worker ImplementationCommunity Health Worker InvolvementElectronic Health Record DataElectronic Health Record Data AnalysisElectronic Health Record DocumentationElectronic Health Record EvaluationElectronic Health Record UseElectronic Health Record Workflow
OBJECTIVES: To investigate community health worker (CHW) effects on chronic disease outcomes using electronic health records (EHRs). METHODS: We examined EHRs of 32 147 patients at risk for chronic disease during 2012 to 2015. Variables included contact with clinic-based CHWs, vitals, and laboratory tests. We estimated a mixed model for all outcomes. RESULTS: Within-group findings showed statistically significant improvements in chronic disease indicators after exposure to CHWs. In health center 1, HbA1c (glycated hemoglobin) decreased 0.15 millimoles per mole (95% confidence interval [CI] = -0.24, -0.06), body mass index decreased 0.29 kilograms per meter squared (CI = -0.39, -0.20), and total cholesterol decreased 11.9 milligrams per deciliter (CI = -13.5, -10.2). In health center 2, HbA1c decreased 0.43 millimoles per mole (CI = -0.7, -0.17), body mass index decreased by 0.08 kilograms per meter squared (CI = -0.14, -0.02), and triglycerides decreased by 22.50 milligrams per deciliter (CI = -39.0, -6.0). Total cholesterol of 3.62 milligrams per deciliter (CI = -6.6, -0.6) in health center 1 was the only improvement tied to CHW contact. CONCLUSIONS: Although patients' chronic disease indicators consistently improved, between-group models provided no additional evidence of impact. EHRs' evolution may elucidate CHW contributions moving forward.
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Analysis of Observational Studies in the Presence of Treatment Selection Bias
Thérèse A. Stukel, Elliott S. Fisher, David E. Wennberg et al. · JAMA · 2007 · 788 citations · Full text