Failure of ICD‐9‐CM Codes to Identify Patients with Comorbid Chronic Kidney Disease in Diabetes
- 15 November 2005
- journal article
- Published by Wiley in Health Services Research
- Vol. 41 (2) , 564-580
- https://doi.org/10.1111/j.1475-6773.2005.00482.x
Abstract
To determine prevalence of chronic kidney disease (CKD) in patients with diabetes, and accuracy of International Classification of Diseases, 9th Revision, Clinical Modification (ICD-9-CM) codes to identify such patients. Secondary data from 1999 to 2000. We linked all inpatient and outpatient administrative and clinical records of U.S. veterans with diabetes dually enrolled in Medicare and the Veterans Administration (VA) health care systems. We used a cross-sectional, observational design to determine the sensitivity and specificity of renal-related ICD-9-CM diagnosis codes in identifying individuals with chronic kidney disease. We estimated glomerular filtration rate (eGFR) from serum creatinine and defined CKD as Stage 3, 4, or 5 CKD by eGFR criterion according to the Kidney Disease Outcomes Quality Initiative guidelines. Renal-related ICD-9-CM codes were grouped by algorithm. Prevalence of CKD was 31.6 percent in the veteran sample with diabetes. Depending on the detail of the algorithm, only 20.2 to 42.4 percent of individuals with CKD received a renal-related diagnosis code in either VA or Medicare records over 1 year. Specificity of renal codes for CKD ranged from 93.2 to 99.4 percent. Patients hospitalized in VA facilities were slightly more likely to be correctly coded for CKD than patients hospitalized in facilities reimbursed by Medicare (OR 5.4 versus 4.1, p=.0330) CKD is a common comorbidity for patients with diabetes in the VA system. Diagnosis codes in administrative records from Medicare and VA systems are insensitive, but specific markers for patients with CKD.Keywords
This publication has 43 references indexed in Scilit:
- Influence of renal dysfunction on mortality after cardiac surgery: Modifying effect of preoperative renal functionKidney International, 2005
- Trends in the Sensitivity, Positive Predictive Value, False-Positive Rate, and Comparability Ratio of Hospital Discharge Diagnosis Codes for Acute Myocardial Infarction in Four US Communities, 1987-2000American Journal of Epidemiology, 2004
- Chronic Kidney Disease and the Risks of Death, Cardiovascular Events, and HospitalizationNew England Journal of Medicine, 2004
- Diabetes and Renal Disease in VeteransDiabetes Care, 2004
- Longitudinal Follow-up and Outcomes Among a Population With Chronic Kidney Disease in a Large Managed Care OrganizationArchives of internal medicine (1960), 2004
- Intensified multifactorial intervention in patients with type 2 diabetes mellitus and microalbuminuria: the Steno type 2 randomised studyPublished by Elsevier ,2002
- TablesAmerican Journal of Kidney Diseases, 2002
- Renal failure predisposes patients to adverse outcome after coronary artery bypass surgeryKidney International, 1999
- Proteinuria Predicts Stroke and Other Atherosclerotic Vascular Disease Events in Nondiabetic and Non–Insulin-Dependent Diabetic SubjectsStroke, 1996
- Acute renal failure following cardiac surgery: incidence, outcomes and risk factorsAustralian and New Zealand Journal of Medicine, 1995