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Examining the association of social risk with heart failure readmission in the Veterans Health Administration
- Source :
- BMC Health Services Research, Vol 21, Iss 1, Pp 1-7 (2021), BMC health services research, vol 21, iss 1, BMC Health Services Research
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
Abstract
- Background Previous research has found that social risk factors are associated with an increased risk of 30-day readmission. We aimed to assess the association of 5 social risk factors (living alone, lack of social support, marginal housing, substance abuse, and low income) with 30-day Heart Failure (HF) hospital readmissions within the Veterans Health Affairs (VA) and the impact of their inclusion on hospital readmission model performance. Methods We performed a retrospective cohort study using chart review and VA and Centers for Medicare and Medicaid Services (CMS) administrative data from a random sample of 1,500 elderly (≥ 65 years) Veterans hospitalized for HF in 2012. Using logistic regression, we examined whether any of the social risk factors were associated with 30-day readmission after adjusting for age alone and clinical variables used by CMS in its 30-day risk stratified readmission model. The impact of these five social risk factors on readmission model performance was assessed by comparing c-statistics, likelihood ratio tests, and the Hosmer-Lemeshow goodness-of-fit statistic. Results The prevalence varied among the 5 risk factors; low income (47 % vs. 47 %), lives alone (18 % vs. 19 %), substance abuse (14 % vs. 16 %), lacks social support (2 % vs. Conclusions While a lack of social support was associated with 30-day readmission in the VA, its prevalence was low. Moreover, the inclusion of some social risk factors did not improve readmission model performance. In an integrated healthcare system like the VA, social risk factors may have a limited effect on 30-day readmission outcomes.
- Subjects :
- Aging
medicine.medical_specialty
Veterans Health
Nursing
Medicare
Cardiovascular
Logistic regression
Patient Readmission
Health administration
Social support
Library and Information Studies
Risk Factors
Clinical Research
medicine
Humans
Veterans Affairs
Retrospective Studies
Aged
Heart Failure
business.industry
Prevention
Health Policy
Public health
Retrospective cohort study
Pneumonia
Health Services
medicine.disease
United States
Brain Disorders
Substance abuse
Heart Disease
Good Health and Well Being
Readmissions
Social Risk Factors
Public Health and Health Services
Health Policy & Services
Public aspects of medicine
RA1-1270
business
Medicaid
Research Article
Demography
Subjects
Details
- ISSN :
- 14726963
- Volume :
- 21
- Database :
- OpenAIRE
- Journal :
- BMC Health Services Research
- Accession number :
- edsair.doi.dedup.....e7fba870334a9cfe0059cbe6d4e080a7
- Full Text :
- https://doi.org/10.1186/s12913-021-06888-1