Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2024 Mar;40(2):386-393.
doi: 10.1111/jrh.12803. Epub 2023 Oct 22.

The role of comorbidities, medications, and social determinants of health in understanding urban-rural outcome differences among patients with heart failure

Affiliations

The role of comorbidities, medications, and social determinants of health in understanding urban-rural outcome differences among patients with heart failure

Emily P Zeitler et al. J Rural Health. 2024 Mar.

Abstract

Purpose: There is now a 20% disparity in all-cause, excess deaths between urban and rural areas, much of which is driven by disparities in cardiovascular death. We sought to explain the sources of these disparities for Medicare beneficiaries with heart failure with reduced ejection fraction (HFrEF).

Methods: Using a sample of Medicare Parts A, B, and D, we created a cohort of 389,528 fee-for-service beneficiaries with at least 1 heart failure hospitalization from 2008 to 2017. The primary outcome was 30-day mortality after discharge; 1-year mortality, readmissions, and return emergency room (ER) admissions were secondary outcomes. We used hierarchical, logistic regression modeling to determine the contribution of comorbidities, guideline-directed medical therapy (GDMT), and social determinants of health (SDOH) to outcomes.

Results: Thirty-day mortality rates after hospital discharge were 6.3% in rural areas compared to 5.7% in urban regions (P < .001); after adjusting for patient health and GDMT receipt, the 30-day mortality odds ratio for rural residence was 1.201 (95% CI 1.164-1.239). Adding the SDOH measure reduced the odds ratio somewhat (1.140, 95% CI 1.103-1.178) but a gap remained. Readmission rates in rural areas were consistently lower for all model specifications, while ER admissions were consistently higher.

Conclusions: Among patients with HFrEF, living in a rural area is associated with an increased risk of death and return ER visits within 30 days of discharge from HF hospitalization. Differences in SDOH appear to partially explain mortality differences but the remaining gap may be the consequence of rural-urban differences in HF treatment.

PubMed Disclaimer

Conflict of interest statement

Conflicts of Interest: Dr. Skinner is a consultant for Sutter Health, an investor in Dorsata, Inc., and was a consultant for the Eurasia Group. Dr. Zeitler reports consulting for Sanofi, Medtronic, and Biosense Webster; research support from the National Institutes of Health, Biosense Webster, and Sanofi; travel and speaking for Medtronic, Abbott, and Sanofi. The remaining authors have no relationships with industry to report

Figures

Figure 1:
Figure 1:
30-Day Outcome Trends, 2008–2017
Figure 2:
Figure 2:
One-Year Outcome Trends, 2008–2017

References

    1. Rural America. https://mtgis-portal.geo.census.gov/arcgis/apps/MapSeries/index.html?app.... 2020.
    1. Agunwamba AA, Kawachi I, Williams DR, Finney Rutten LJ, Wilson PM, Viswanath K. Mental Health, Racial Discrimination, and Tobacco Use Differences Across Rural-Urban California. J Rural Health. 2017;33:180–189. doi: 10.1111/jrh.12182 - DOI - PubMed
    1. Flegal KM, Kruszon-Moran D, Carroll MD, Fryar CD, Ogden CL. Trends in Obesity Among Adults in the United States, 2005 to 2014. JAMA. 2016;315:2284–2291. doi: 10.1001/jama.2016.6458 - DOI - PMC - PubMed
    1. Callaghan T, Ferdinand AO, Akinlotan MA, Towne SD Jr., Bolin J. The Changing Landscape of Diabetes Mortality in the United States Across Region and Rurality, 1999–2016. J Rural Health. 2020;36:410–415. doi: 10.1111/jrh.12354 - DOI - PubMed
    1. Sun LY, Tu JV, Sherrard H, Rodger N, Coutinho T, Turek M, Chan E, Tulloch H, McDonnell L, Mielniczuk LM. Sex-Specific Trends in Incidence and Mortality for Urban and Rural Ambulatory Patients with Heart Failure in Eastern Ontario from 1994 to 2013. J Card Fail. 2018;24:568–574. doi: 10.1016/j.cardfail.2018.07.465 - DOI - PubMed

Publication types