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Validation for using electronic health records to identify community acquired pneumonia hospitalization among people with and without HIV
- Source :
- Pneumonia (Nathan Qld.), vol 12, iss 1, Pneumonia, Pneumonia, Vol 12, Iss 1, Pp 1-10 (2020)
- Publication Year :
- 2020
- Publisher :
- eScholarship, University of California, 2020.
-
Abstract
- Background Cohort studies identifying the incidence, complications and co-morbidities associated with community acquired pneumonia (CAP) are largely based on administrative datasets and rely on International Classification of Diseases (ICD) codes; however, the reliability of ICD codes for hospital admissions for CAP in people with HIV (PWH) has not been systematically assessed. Methods We used data from the Veterans Aging Cohort Study survey sample (N = 6824; 3410 PWH and 3414 uninfected) to validate the use of electronic health records (EHR) data to identify CAP hospitalizations when compared to chart review and to compare the performance in PWH vs. uninfected patients. We used different EHR algorithms that included a broad set of CAP ICD-9 codes, a set restricted to bacterial and viral CAP codes, and algorithms that included pharmacy data and/or other ICD-9 diagnoses frequently associated with CAP. We also compared microbiologic workup and etiologic diagnosis by HIV status among those with CAP. Results Five hundred forty-nine patients were identified as having an ICD-9 code compatible with a CAP diagnosis (13% of PWH and 4% of the uninfected, p P = 0.1) groups. Adding aspiration pneumonia (ICD-9 code 507) to any of the ICD-9 code/pharmacy combinations increased the number of cases but decreased the overall PPV. Allowing COPD exacerbation in the primary position improved the PPV among the uninfected group only (to 76%). More PWH than uninfected patients underwent microbiologic evaluation or had respiratory samples submitted. Conclusions ICD-9 code-based algorithms perform similarly to identify CAP in PLWH and uninfected individuals. Adding antimicrobial use data and allowing as primary diagnoses ICD-9 codes frequently used in patients with CAP improved the performance of the algorithms in both groups of patients. The algorithms consistently performed better among PWH.
- Subjects :
- medicine.medical_specialty
Community-acquired pneumonia
Pharmacy
Aspiration pneumonia
01 natural sciences
03 medical and health sciences
0302 clinical medicine
Clinical Research
Internal medicine
Medicine
Electronic health records
030212 general & internal medicine
0101 mathematics
Medical diagnosis
Lung
lcsh:RC705-779
Other Medical and Health Sciences
business.industry
Incidence (epidemiology)
Research
010102 general mathematics
HIV
lcsh:Diseases of the respiratory system
Pneumonia
medicine.disease
Infectious Diseases
Good Health and Well Being
Respiratory failure
Bacteremia
Pneumonia & Influenza
Respiratory
Patient Safety
business
Infection
Cohort study
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Pneumonia (Nathan Qld.), vol 12, iss 1, Pneumonia, Pneumonia, Vol 12, Iss 1, Pp 1-10 (2020)
- Accession number :
- edsair.doi.dedup.....908a4c004155dca83b2ef1fdd88c7028