Accuracy of Administrative Coding to Identify Reduced and Preserved Left Ventricular Ejection Fraction
- PMID: 30743043
- DOI: 10.1016/j.cardfail.2019.01.019
Accuracy of Administrative Coding to Identify Reduced and Preserved Left Ventricular Ejection Fraction
Abstract
Background: Coding of systolic function in heart failure is important, but the accuracy is uncertain.
Methods and results: We used data from a chart review of VA heart failure hospitalizations from 2006 to 2013. Trained abstractors determined the documented diagnosis of heart failure and the left ventricular ejection fraction (LVEF). We compared this LVEF with the primary and secondary International Classification of Disease, 9th edition, codes for heart failure for the same hospitalization. Among 43,044 hospitalizations for heart failure, the primary discharge diagnosis was coded as systolic heart failure in 18%, diastolic heart failure in 17%, and other heart failure codes in 65%. For an LVEF <40%, a systolic heart failure code had a sensitivity of 29% and a positive predictive value of 76%. The code for systolic heart failure was used more frequently over time, with sensitivity increasing from 16% to 37% but at the expense of the positive predictive value, which decreased from 80% to 74%. The overall area under the receiver operating characteristic curve for the relationship between LVEF and the systolic heart failure code was 0.71. Using LVEF >50% to define diastolic heart failure led to a sensitivity of 29% for a diastolic heart failure code, with a positive predictive value of 78%. In multivariate analysis, a systolic heart failure code had an odds ratio for 1-year mortality of 1.1 (95% confidence interval 1.03-1.17) compared to not having a systolic heart failure code.
Conclusions: Coding for systolic and diastolic heart failure is associated with LVEF, but the accuracy is too poor to substitute for the documented LVEF in performance measurement.
Keywords: Heart failure; coding; ejection fraction; mortality; sensitivity.
Published by Elsevier Inc.
Comment in
-
The Quality Chasm Between Administrative Coding and Accurate Phenotyping of Heart Failure.J Card Fail. 2019 Jun;25(6):490-492. doi: 10.1016/j.cardfail.2019.04.010. Epub 2019 Apr 19. J Card Fail. 2019. PMID: 31009703 No abstract available.
Similar articles
-
Development and validation of algorithms to predict left ventricular ejection fraction class from healthcare claims data.ESC Heart Fail. 2024 Jun;11(3):1688-1697. doi: 10.1002/ehf2.14725. Epub 2024 Mar 4. ESC Heart Fail. 2024. PMID: 38438250 Free PMC article.
-
Relationship Between Left Ventricular Ejection Fraction and ICD-10 Codes Among Patients Hospitalized With Heart Failure.Clin Cardiol. 2024 Dec;47(12):e70055. doi: 10.1002/clc.70055. Clin Cardiol. 2024. PMID: 39686565 Free PMC article.
-
Recovered heart failure with reduced ejection fraction and outcomes: a prospective study.Eur J Heart Fail. 2017 Dec;19(12):1615-1623. doi: 10.1002/ejhf.824. Epub 2017 Apr 6. Eur J Heart Fail. 2017. PMID: 28387002
-
Characteristics and prognosis of heart failure with improved compared with persistently reduced ejection fraction: A systematic review and meta-analyses.Eur J Prev Cardiol. 2018 Mar;25(4):366-376. doi: 10.1177/2047487317750437. Epub 2018 Jan 9. Eur J Prev Cardiol. 2018. PMID: 29313369
-
Utility of Echocardiography in Heart Failure With Preserved Ejection Fraction.J Card Fail. 2018 Jun;24(6):397-403. doi: 10.1016/j.cardfail.2018.05.005. Epub 2018 May 23. J Card Fail. 2018. PMID: 29802895 Review. No abstract available.
Cited by
-
Application of 2021 American Diabetes Association Glycemic Treatment Clinical Practice Recommendations in Primary Care.Diabetes Care. 2021 Jun;44(6):1443-1446. doi: 10.2337/dc21-0013. Epub 2021 May 20. Diabetes Care. 2021. PMID: 34016618 Free PMC article.
-
Trends in Mortality After Incident Hospitalization for Heart Failure Among Medicare Beneficiaries.JAMA Netw Open. 2024 Aug 1;7(8):e2428964. doi: 10.1001/jamanetworkopen.2024.28964. JAMA Netw Open. 2024. PMID: 39158909 Free PMC article.
-
Updating the Accuracy of Administrative Claims for Identifying Left Ventricular Ejection Fraction Among Patients With Heart Failure.Circ Cardiovasc Qual Outcomes. 2023 Apr;16(4):e008919. doi: 10.1161/CIRCOUTCOMES.122.008919. Epub 2023 Mar 16. Circ Cardiovasc Qual Outcomes. 2023. PMID: 36924223 Free PMC article. No abstract available.
-
Renin-angiotensin-aldosterone system inhibitors and SARS-CoV-2 infection: an analysis from the veteran's affairs healthcare system.Am Heart J. 2021 Oct;240:46-57. doi: 10.1016/j.ahj.2021.06.004. Epub 2021 Jun 12. Am Heart J. 2021. PMID: 34126079 Free PMC article.
-
Disparity in the Setting of Incident Heart Failure Diagnosis.Circ Heart Fail. 2021 Aug;14(8):e008538. doi: 10.1161/CIRCHEARTFAILURE.121.008538. Epub 2021 Jul 27. Circ Heart Fail. 2021. PMID: 34311559 Free PMC article.
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Medical