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How Reliable Are Current Data for Assessing the Actual Prevalence of Chronic Obstructive Pulmonary Disease?
- Source :
- PLoS ONE, PLoS ONE, Vol 11, Iss 2, p e0149302 (2016)
- Publication Year :
- 2016
- Publisher :
- Public Library of Science, 2016.
-
Abstract
- Background Estimating COPD occurrence is perceived by the scientific community as a matter of increasing interest because of the worldwide diffusion of the disease. We aimed to estimate COPD prevalence by using administrative databases from a city in central Italy for 2002–2006, improving both the sensitivity and the reliability of the estimate. Methods Multiple sources were used, integrating the hospital discharge register (HDR), clinical charts, spirometry and the cause-specific mortality register (CMR) in a longitudinal algorithm, to reduce underestimation of COPD prevalence. Prevalence was also estimated on the basis of COPD cases confirmed through spirometry, to correct misclassification. Estimating such prevalence relied on using coefficients of validation, derived as the positive predictive value (PPV) for being an actual COPD case from clinical and spirometric data at the Institute of Clinical Physiology of the National Research Council. Results We found that sensitivity of COPD prevalence increased by 37%. The highest estimate (4.43 per 100 residents) was observed in the 5-year period, using a 3-year longitudinal approach and combined data from three sources. We found that 17% of COPD cases were misclassified. The above estimate of COPD prevalence decreased (3.66 per 100 residents) when coefficients of validation were applied. The PPV was 80% for the HDR, 82% for clinical diagnoses and 91% for the CMR. Conclusions Adjusting the COPD prevalence for both underestimation and misclassification of the cases makes administrative data more reliable for epidemiological purposes.
- Subjects :
- Pediatrics
Research Validity
Pulmonology
lcsh:Medicine
Disease
Infographics
Geographical Locations
0302 clinical medicine
Epidemiology
Outpatients
Medicine and Health Sciences
Medicine
Outpatient clinic
Respiratory Analysis
030212 general & internal medicine
Medical diagnosis
lcsh:Science
COPD
Multidisciplinary
medicine.diagnostic_test
Research Assessment
Charts
Europe
Bioassays and Physiological Analysis
Italy
Research Article
Spirometry
medicine.medical_specialty
Computer and Information Sciences
Patients
Chronic Obstructive Pulmonary Disease
MEDLINE
Research and Analysis Methods
03 medical and health sciences
Outpatient Clinics
business.industry
Data Visualization
lcsh:R
Retrospective cohort study
medicine.disease
respiratory tract diseases
Health Care
030228 respiratory system
Health Care Facilities
Age Groups
People and Places
lcsh:Q
Population Groupings
business
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 11
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....aa5dada10de561398b5f49080842a9b5