Risk factors for hospital admission in the 28 days following a community-acquired pneumonia diagnosis in older adults, and their contribution to increasing hospitalisation rates over time: a cohort study
File(s)BMJ Open-2015-Millett-.pdf (1.3 MB)
Published version
Author(s)
Millett, ERC
De Stavola, BL
Quint, JK
Smeeth, L
Thomas, S
Type
Journal Article
Abstract
Objectives: To determine factors associated with hospitalisation after community-acquired pneumonia (CAP) among older adults in England, and to investigate how these factors have contributed to increasing hospitalisations over time.
Design: Cohort study
Setting: Primary and secondary care in England
Population: 39,211 individuals from the Clinical Practice Research Datalink who were eligible for linkage to Hospital Episode Statistics and mortality data, were aged ≥65 and had at least one CAP episode between April 1998 and March 2011.
Main outcome measures: The association between hospitalisation within 28 days of CAP diagnosis (a “post-CAP” hospitalisation) and a wide range of co-morbidities, frailty factors, medications and vaccinations. We examined the role of these factors in post-CAP hospitalisation trends. We also looked at trends in post-CAP mortality and length of hospitalisation over the study period.
Results: Fourteen co-morbidities, five frailty factors, and four medications/vaccinations were associated with hospitalisation (of 18, 12 and 7 considered respectively). Factors such as chronic lung disease, severe renal disease and diabetes were associated with increased likelihood of hospitalisation, whereas factors such as recent influenza vaccination and a recent antibiotic prescription decreased the odds of hospitalisation. Despite adjusting for these and other factors, the average predicted probability of hospitalisation after CAP rose markedly from 57% (1998-2000) to 86% (2009-2010). Duration of hospitalisation and 28-day mortality decreased over the study period.
Conclusion: The risk factors we describe enable identification of patients at increased likelihood of post-CAP hospitalisation and thus in need of proactive case management. Our analyses also provide evidence that while co-morbidities and frailty factors contributed to increasing post-CAP hospitalisations in recent years, the trend appears to be largely driven by changes in service provision and patient behaviour.
Design: Cohort study
Setting: Primary and secondary care in England
Population: 39,211 individuals from the Clinical Practice Research Datalink who were eligible for linkage to Hospital Episode Statistics and mortality data, were aged ≥65 and had at least one CAP episode between April 1998 and March 2011.
Main outcome measures: The association between hospitalisation within 28 days of CAP diagnosis (a “post-CAP” hospitalisation) and a wide range of co-morbidities, frailty factors, medications and vaccinations. We examined the role of these factors in post-CAP hospitalisation trends. We also looked at trends in post-CAP mortality and length of hospitalisation over the study period.
Results: Fourteen co-morbidities, five frailty factors, and four medications/vaccinations were associated with hospitalisation (of 18, 12 and 7 considered respectively). Factors such as chronic lung disease, severe renal disease and diabetes were associated with increased likelihood of hospitalisation, whereas factors such as recent influenza vaccination and a recent antibiotic prescription decreased the odds of hospitalisation. Despite adjusting for these and other factors, the average predicted probability of hospitalisation after CAP rose markedly from 57% (1998-2000) to 86% (2009-2010). Duration of hospitalisation and 28-day mortality decreased over the study period.
Conclusion: The risk factors we describe enable identification of patients at increased likelihood of post-CAP hospitalisation and thus in need of proactive case management. Our analyses also provide evidence that while co-morbidities and frailty factors contributed to increasing post-CAP hospitalisations in recent years, the trend appears to be largely driven by changes in service provision and patient behaviour.
Date Issued
2015-12-01
Date Acceptance
2015-08-27
Citation
BMJ Open, 2015, 5
ISSN
2044-6055
Publisher
BMJ Publishing Group
Journal / Book Title
BMJ Open
Volume
5
Copyright Statement
This is an Open Access article distributed in accordance with
the terms of the Creative Commons Attribution (CC BY 4.0) license, which
permits others to distribute, remix, adapt and build upon this work, for
commercial use, provided the original work is properly cited. See: http://
creativecommons.org/licenses/by/4.0/
the terms of the Creative Commons Attribution (CC BY 4.0) license, which
permits others to distribute, remix, adapt and build upon this work, for
commercial use, provided the original work is properly cited. See: http://
creativecommons.org/licenses/by/4.0/
License URL
Subjects
Pneumonia
Hospitalization
Risk factors
Aged
England/epidemiology
Electronic health records
Publication Status
Published
Article Number
e008737