Journal of the American Medical Informatics Association · 2015 · 22 citations · 22 references
Public AffairsChild HealthHealth InformaticsElectronic Health RecordsHealth InsuranceHealth Services ResearchChildren's Health CoverageHealth Information EvaluationInsurance CoverageInsurance Eligibility VerificationMedicaidElectronic Health Record DataEnrollment Data QualityEnrollment Data ValidationHealth Insurance Coverage ExpansionInsurance Coverage ExpansionInsurance Coverage VerificationPatient Coverage VerificationPediatric Electronic Health Records
OBJECTIVE: To validate electronic health record (EHR) insurance information for low-income pediatric patients at Oregon community health centers (CHCs), compared to reimbursement data and Medicaid coverage data. MATERIALS AND METHODS: Subjects Children visiting any of 96 CHCs (N = 69 189) from 2011 to 2012. Analysis The authors measured correspondence (whether or not the visit was covered by Medicaid) between EHR coverage data and (i) reimbursement data and (ii) coverage data from Medicaid. RESULTS: Compared to reimbursement data and Medicaid coverage data, EHR coverage data had high agreement (87% and 95%, respectively), sensitivity (0.97 and 0.96), positive predictive value (0.88 and 0.98), but lower kappa statistics (0.32 and 0.49), specificity (0.27 and 0.60), and negative predictive value (0.66 and 0.45). These varied among clinics. DISCUSSION/CONCLUSIONS: EHR coverage data for children had a high overall correspondence with Medicaid data and reimbursement data, suggesting that in some systems EHR data could be utilized to promote insurance stability in their patients. Future work should attempt to replicate these analyses in other settings.
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Understanding interobserver agreement: the kappa statistic.
Anthony J. Viera, Joanne M. Garrett · PubMed · 2005 · 7.1K citations
Health Insurance and Access to Primary Care for Children
Paul W. Newacheck, Jeffrey J. Stoddard, Dana Hughes et al. · New England Journal of Medicine · 1998 · 447 citations · Full text
Medicine, Insurance, Pediatrics +14
Jennifer E. DeVoe, Alan Sears · The Journal of the American Board of Family Medicine · 2013 · 100 citations · Full text
Jennifer E. DeVoe, Rachel Gold, Mark Spofford et al. · The Journal of the American Board of Family Medicine · 2011 · 90 citations · Full text
Computing, Health Informatics, Health Services Administration +13