The Best Use of the Charlson Comorbidity Index With Electronic Health Care Database to Predict Mortality. Issue 2 (February 2016)
- Record Type:
- Journal Article
- Title:
- The Best Use of the Charlson Comorbidity Index With Electronic Health Care Database to Predict Mortality. Issue 2 (February 2016)
- Main Title:
- The Best Use of the Charlson Comorbidity Index With Electronic Health Care Database to Predict Mortality
- Authors:
- Bannay, Aurélie
Chaignot, Christophe
Blotière, Pierre-Olivier
Basson, Mickaël
Weill, Alain
Ricordeau, Philippe
Alla, François - Abstract:
- Abstract : Background: The most used score to measure comorbidity is the Charlson index. Its application to a health care administrative database including International Classification of Diseases, 10th edition (ICD-10) codes, medical procedures, and medication required studying its properties on survival. Our objectives were to adapt the Charlson comorbidity index to the French National Health Insurance database to predict 1-year mortality of discharged patients and to compare discrimination and calibration of different versions of the Charlson index. Methods: Our cohort included all adults discharged from a hospital stay in France in 2010 registered in the French National Health Insurance general scheme. The pathologies of the Charlson index were identified through ICD-10 codes of discharge diagnoses and long-term disease, specific medical procedures, and reimbursement of specific medications in the past 12 months before inclusion. Results: We included 6, 602, 641 subjects at the date of their first discharge from medical, surgical, or obstetrical department in 2010. One-year survival was 94.88%, decreasing from 98.41% for Charlson index of 0–71.64% for Charlson index of ≥5. With a discrimination of 0.91 and an appropriate calibration curve, we retained the crude Cox model including the age-adjusted Charlson index as a 4-level score. Conclusions: Our study is the first to adapt the Charlson index to a large health care database including >6 million of inpatients. WhenAbstract : Background: The most used score to measure comorbidity is the Charlson index. Its application to a health care administrative database including International Classification of Diseases, 10th edition (ICD-10) codes, medical procedures, and medication required studying its properties on survival. Our objectives were to adapt the Charlson comorbidity index to the French National Health Insurance database to predict 1-year mortality of discharged patients and to compare discrimination and calibration of different versions of the Charlson index. Methods: Our cohort included all adults discharged from a hospital stay in France in 2010 registered in the French National Health Insurance general scheme. The pathologies of the Charlson index were identified through ICD-10 codes of discharge diagnoses and long-term disease, specific medical procedures, and reimbursement of specific medications in the past 12 months before inclusion. Results: We included 6, 602, 641 subjects at the date of their first discharge from medical, surgical, or obstetrical department in 2010. One-year survival was 94.88%, decreasing from 98.41% for Charlson index of 0–71.64% for Charlson index of ≥5. With a discrimination of 0.91 and an appropriate calibration curve, we retained the crude Cox model including the age-adjusted Charlson index as a 4-level score. Conclusions: Our study is the first to adapt the Charlson index to a large health care database including >6 million of inpatients. When mortality is the outcome, we recommended using the age-adjusted Charlson index as 4-level score to take into account comorbidities. Abstract : Supplemental Digital Content is available in the text. … (more)
- Is Part Of:
- Medical care. Volume 54:Issue 2(2016)
- Journal:
- Medical care
- Issue:
- Volume 54:Issue 2(2016)
- Issue Display:
- Volume 54, Issue 2 (2016)
- Year:
- 2016
- Volume:
- 54
- Issue:
- 2
- Issue Sort Value:
- 2016-0054-0002-0000
- Page Start:
- Page End:
- Publication Date:
- 2016-02
- Subjects:
- comorbidity -- administrative database -- prognosis -- mortality
Economics, Medical -- Periodicals
Insurance, Health -- Periodicals
Santé, Services de -- Administration -- Périodiques
Soins médicaux -- Périodiques
Medical economics -- Periodicals
Health insurance -- Periodicals
Medical economics -- United States -- Periodicals
Health insurance -- United States -- Periodicals
Comprehensive Health Care -- Periodicals
Personal Health Services -- Periodicals
Gezondheidszorg
Économie de la santé -- Périodiques
Santé, Services de -- Périodiques
Health insurance
Medical economics
United States
Periodicals
362.10973 - Journal URLs:
- http://ovidsp.tx.ovid.com/sp-3.5.0b/ovidweb.cgi?&S=KMNBFPPHIIDDBOCKNCALGCGCMHAHAA00&Browse=Toc+Children%7cNO%7cS.sh.269_1327399138_15.269_1327399138_27.269_1327399138_28%7c285%7c50 ↗
http://www.jstor.org/journals/00257079.html ↗
http://www.lww-medicalcare.com ↗
http://www.jstor.org/journals/00257079.html ↗
http://www.lww-medicalcare.com/ ↗
http://journals.lww.com ↗ - DOI:
- 10.1097/MLR.0000000000000471 ↗
- Languages:
- English
- ISSNs:
- 0025-7079
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5526.900000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 5985.xml