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Validating laboratory defined chronic kidney disease in the electronic health record for patients in primary care
Martin Frigaard1, Anna Rubinsky2, Lo Lowell3
1Kidney health research collaborative (KHRC), University of California, 4150 Clement St. Building 2, Room 145, San Francisco, CA, 94121, USA. martin.frigaard@ucsf.edu.
Insights
Electronic health record (EHR) data can identify chronic kidney disease (CKD) patients, but validation is needed. Charting a CKD diagnosis improves care, though awareness and certain treatments remain low.
Area of Science:
- Nephrology
- Health Informatics
Background:
- Electronic health records (EHRs) are increasingly utilized for identifying patients with chronic kidney disease (CKD).
- Validation of EHR queries for CKD status, comorbidities, provider awareness, and care adherence is lacking.
Purpose of the Study:
- To validate EHR data for identifying CKD patients.
- To assess CKD diagnosis documentation, provider awareness, and adherence to guideline-driven care using EHR data.
Main Methods:
- EHR data extracted for primary-care patients with estimated glomerular filtration rate (eGFR) 15-59 mL/min/1.73 m^2 on two occasions at least 90 days apart.
- Manual chart review by two nephrologists for CKD status, comorbidities, physician awareness, and guideline-concordant care in a random sample of 50 charts.
Main Results:
- Of 1767 patients with query-defined CKD, 47% had a documented diagnosis. Manual review confirmed CKD in 68% of cases.
- Agreement on comorbidities was good (κ > 0.70), except for congestive heart failure (κ = 0.45). Provider awareness was noted in 68% of confirmed CKD cases.
- CKD diagnosis was linked to higher rates of guideline-driven care, including laboratory tests and statin prescriptions, but not ACE/ARB prescriptions.
Conclusions:
- Using historical eGFRs overestimates CKD prevalence. A CKD diagnosis in the chart is a reasonable proxy for provider awareness, which remains low.
- CKD documentation correlates with increased albuminuria testing and statin use, but not ACE/ARB use, highlighting areas for improved CKD management.
Background:
Electronic health record (EHR) data is increasingly used to identify patients with chronic kidney disease (CKD). EHR queries used to capture CKD status, identify comorbid conditions, measure awareness by providers, and track adherence to guideline-concordant processes of care have not been validated.
Methods:
We extracted EHR data for primary-care patients with two eGFRcreat 15-59 mL/min/1.73 m^2 at least 90 days apart. Two nephrologists manually reviewed a random sample of 50 charts to determine CKD status, associated comorbidities, and physician awareness of CKD. We also assessed the documentation of a CKD diagnosis with guideline-driven care.
Results:
Complete data were available on 1767 patients with query-defined CKD of whom 822 (47%) had a CKD diagnosis in their chart. Manual chart review confirmed the CKD diagnosis in 34 or 50 (68%) patients. Agreement between the reviewers and the EHR diagnoses on the presence of comorbidities was good (κ > 0.70, p < 0.05), except for congestive heart failure, (κ = 0.45, p < 0.05). Reviewers felt the providers were aware of CKD in 23 of 34 (68%) of the confirmed CKD cases. A CKD diagnosis was associated with higher odds of guideline-driven care including CKD-specific laboratory tests and prescriptions for statins. After adjustment, CKD diagnosis documentation was not significantly associated with ACE/ARB prescription.
Conclusions:
Identifying CKD status by historical eGFRs overestimates disease prevalence. A CKD diagnosis in the patient chart was a reasonable surrogate for provider awareness of disease status, but CKD awareness remains relatively low. CKD in the patient chart was associated with higher rates of albuminuria testing and use of statins, but not use of ACE/ARB.
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