Literature DB >> 26286737

Predictive Model of Hospital Admission for COPD Exacerbation.

Josep Montserrat-Capdevila1, Pere Godoy2, Josep Ramon Marsal3, Ferran Barbé4.   

Abstract

BACKGROUND: The objective of this work was to determine predictive factors of hospital admission for exacerbation during primary care visits in patients with COPD.
METHODS: A retrospective cohort study was undertaken to assess risk of hospital admission for COPD exacerbation in primary care patients from November 1, 2010 to October 31, 2013. Data sources were primary care electronic medical records and the hospital discharge minimum data set. A total of 2,501 subjects >40 y of age with a spirometry-based COPD diagnosis were included and followed up for 3 y. The dependent variable was hospital admission for exacerbation; independent variables were: clinical parameters, spirometry results, and severity of disease (according to Global Initiative for Chronic Obstructive Lung Disease criteria). The association of these variables with hospital admission was analyzed with the adjusted odds ratio using a logistic regression model.
RESULTS: Mean age of subjects at the beginning of the study was 68.4 y (SD = 11.6), and 75% were men. Severity was mild in 50.8% of subjects, moderate in 35.3%, severe in 9.4%, and very severe in 4.4%. After 3 y, 32.5% of subjects had been admitted for exacerbation. Predictive values for hospital admission were: age, sex, previous exacerbations, number of visits to the primary care center, comorbidities, smoking, severity (Global Initiative for Chronic Obstructive Lung Disease), and influenza immunization. The area under the receiving operator characteristic curve was 0.72.
CONCLUSIONS: This model can identify patients at high risk of hospital admission for COPD exacerbation in our setting. Further studies are needed to validate the model in different populations and settings.
Copyright © 2015 by Daedalus Enterprises.

Entities:  

Keywords:  chronic airways disease; database; electronic medical records; exacerbations; preventive medicine; primary care

Mesh:

Year:  2015        PMID: 26286737     DOI: 10.4187/respcare.04005

Source DB:  PubMed          Journal:  Respir Care        ISSN: 0020-1324            Impact factor:   2.258


  10 in total

1.  The Impact of COPD on Hospitalized Patients with Diabetes: A Propensity Score Matched Analysis on Discharge Records.

Authors:  Giuseppe Di Martino; Pamela Di Giovanni; Fabrizio Cedrone; D'Addezio Michela; Francesca Meo; Piera Scampoli; Ferdinando Romano; Tommaso Staniscia
Journal:  Healthcare (Basel)       Date:  2022-05-11

2.  Impact of chronic kidney disease among Korean adults with chronic obstructive pulmonary disease.

Authors:  Min Young Kim; Sungmin Boo; Mijung Yoo; Jonghyun Lee; Na Ree Kang
Journal:  Int Urol Nephrol       Date:  2017-04-06       Impact factor: 2.370

3.  Associations of tobacco retailer availability with chronic obstructive pulmonary disease related hospital outcomes, United States, 2014.

Authors:  Amanda Y Kong; Christopher D Baggett; Nisha C Gottfredson; Kurt M Ribisl; Paul L Delamater; Shelley D Golden
Journal:  Health Place       Date:  2020-12-01       Impact factor: 4.078

4.  [Incidence of severe exacerbation in patients diagnosed with diabetes and chronic obstructive pulmonary disease: Cohort study].

Authors:  María Teresa Castañ-Abad; Pere Godoy; Sandra Bertran; Josep Montserrat-Capdevila; Marta Ortega
Journal:  Aten Primaria       Date:  2021-05-22       Impact factor: 1.137

5.  A Novel Method for Analysing Frequent Observations from Questionnaires in Order to Model Patient-Reported Outcomes: Application to EXACT® Daily Diary Data from COPD Patients.

Authors:  Eva Germovsek; Claire Ambery; Shuying Yang; Misba Beerahee; Mats O Karlsson; Elodie L Plan
Journal:  AAPS J       Date:  2019-04-26       Impact factor: 4.009

6.  COPD patients hospitalized with exacerbations have greater cognitive impairment than patients hospitalized with decompensated heart failure.

Authors:  Mohani-Preet K Bajaj; Daniel R Burrage; Andrew Tappouni; James W Dodd; Paul W Jones; Emma H Baker
Journal:  Clin Interv Aging       Date:  2018-12-18       Impact factor: 4.458

7.  Evaluation of Hospital Admission Status for Emergency Department Patients Seen for Chronic Obstructive Pulmonary Disease Exacerbation: A Retrospective Observational Study.

Authors:  Hayden L Smith; Corey S Ellis
Journal:  Ochsner J       Date:  2021

8.  Developing a Machine Learning Model to Predict Severe Chronic Obstructive Pulmonary Disease Exacerbations: Retrospective Cohort Study.

Authors:  Siyang Zeng; Mehrdad Arjomandi; Yao Tong; Zachary C Liao; Gang Luo
Journal:  J Med Internet Res       Date:  2022-01-06       Impact factor: 5.428

9.  Automatically Explaining Machine Learning Predictions on Severe Chronic Obstructive Pulmonary Disease Exacerbations: Retrospective Cohort Study.

Authors:  Siyang Zeng; Mehrdad Arjomandi; Gang Luo
Journal:  JMIR Med Inform       Date:  2022-02-25

Review 10.  Prognostic risk factors for moderate-to-severe exacerbations in patients with chronic obstructive pulmonary disease: a systematic literature review.

Authors:  John R Hurst; MeiLan K Han; Barinder Singh; Sakshi Sharma; Gagandeep Kaur; Enrico de Nigris; Ulf Holmgren; Mohd Kashif Siddiqui
Journal:  Respir Res       Date:  2022-08-23
  10 in total

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