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Examining the association of social risk with heart failure readmission in the Veterans Health Administration

Authors :
Amy L. Byers
Marzieh Vali
Louise C. Walter
Charlie M Wray
Salomeh Keyhani
Wendy W. Chapman
Lee M. Christensen
Peter C. Austin
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.

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