Abstract
Objective
This study explores differences in COVID-19 in-hospital mortality rates by patient and geographic factors to identify at-risk populations and analyze how strained health disparities were exacerbated during the pandemic.
Methods
The latest 2020 United States National Inpatient Sample (NIS) data was used to obtain a population-based estimate for patients with COVID-19. We conducted a cross-sectional retrospective data analysis, and sampling weights were used for all statistical analyses to represent nationwide in-hospital mortality of patients with COVID-19. We used multivariate logistic regression models to identify predictors for how patients with COVID-19 are associated with in-hospital death.
Results
Of 200,531 patients, 88.9% did not have an in-hospital death (n=178,369), and 11.1% had in-hospital death (n=22,162). Patients older than 70 were 10 times more likely to have an in-hospital death than patients younger than 40 (p<0.001). Male patients were 37% more likely to have an in-hospital death than female patients (p<0.001). Hispanic patients were 25% more likely to have in-hospital deaths than White patients (p<0.001). In the sub-analysis, Hispanic patients in the 50–60, 60–70, and 70 age groups were 32%, 34%, and 24%, respectively, more likely to have in-hospital death than White patients (p<0.001). Patients with hypertension and diabetes were 69% and 29%, respectively, more likely to have in-hospital death than patients without hypertension and diabetes.
Conclusion
Health disparities in the COVID-19 pandemic occurred across races and regions and must be addressed to prevent future deaths. Age and comorbidities like diabetes have a well-established link to increased disease severity, and we have linked both to higher mortality risk. Low-income patients had a significantly increased risk of in-hospital death starting at over 40 years old.
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Data Availability
All data generated or analyzed during this study are included in this published article.
Code Availability
Upon request.
References
CDC COVID Data Tracker: Home. https://covid.cdc.gov/covid-data-tracker/#datatracker-home. Accessed December 14, 2022
Rosenthal N, Cao Z, Gundrum J, Sianis J, Safo S. Risk factors associated with in-hospital mortality in a US national sample of patients with COVID-19. JAMA Netw Open. 2020;3(12). https://doi.org/10.1001/jamanetworkopen.2020.29058.
Upchurch DM, Wong MS, Yuan AH, et al. COVID-19 infection in the Veterans Health Administration: gender-specific racial and ethnic differences. Womens Health Issues. 2022;32(1):41–50. https://doi.org/10.1016/J.WHI.2021.09.006.
Khanijahani A, Iezadi S, Gholipour K, Azami-Aghdash S, Naghibi D. A systematic review of racial/ethnic and socioeconomic disparities in COVID-19. Int J Equity Health. 2021;20(1):1–30. https://doi.org/10.1186/S12939-021-01582-4/TABLES/2.
Bambra C, Riordan R, Ford J, Matthews F. The COVID-19 pandemic and health inequalities. J Epidemiol Community Health. 2020;74(11):964–8. https://doi.org/10.1136/JECH-2020-214401.
Hawkins RB, Charles EJ, Mehaffey JH. Socio-economic status and COVID-19–related cases and fatalities. Public Health. 2020;189:129–34. https://doi.org/10.1016/J.PUHE.2020.09.016.
Price-Haywood EG, Burton J, Fort D, Seoane L. Hospitalization and mortality among black patients and white patients with Covid-19. N Engl J Med. 2020;382(26):2534–43. https://doi.org/10.1056/NEJMsa2011686.
Gil RM, Marcelin JR, Zuniga-Blanco B, Marquez C, Mathew T, Piggott DA. COVID-19 pandemic: disparate health impact on the Hispanic/Latinx population in the United States. J Infect Dis. 2020;222(10):1592–5. https://doi.org/10.1093/INFDIS/JIAA474.
Golestaneh L, Neugarten J, Fisher M, et al. The association of race and COVID-19 mortality. EClinicalMedicine. 2020;25:100455. https://doi.org/10.1016/j.eclinm.2020.100455.
CDC COVID Data Tracker: Trends in cases and deaths by race/ethnicity, age, and sex. https://covid.cdc.gov/covid-data-tracker/#demographicsovertime. Accessed December 20, 2022
Strully K, Yang TC, Liu H. Regional variation in COVID-19 disparities: connections with immigrant and Latinx communities in U.S. counties. Ann Epidemiol. 2021;53:56–62.e2. https://doi.org/10.1016/J.ANNEPIDEM.2020.08.016.
Romano SD, Blackstock AJ, Taylor EV, et al. Trends in racial and ethnic disparities in COVID-19 hospitalizations, by region — United States, March–December 2020. Morb Mortal Wkly Rep. 2021;70(15):560. https://doi.org/10.15585/MMWR.MM7015E2.
Isath A, Malik AH, Goel A, Gupta R, Shrivastav R, Bandyopadhyay D. Nationwide analysis of the outcomes and mortality of hospitalized COVID-19 patients. Curr Probl Cardiol. 2023;48(2):101440. https://doi.org/10.1016/J.CPCARDIOL.2022.101440.
Chobufo MD, Gayam V, Soluny J, et al. Prevalence and control rates of hypertension in the USA: 2017–2018. Int J Cardiol Hypertens. 2020:6. https://doi.org/10.1016/J.IJCHY.2020.100044.
Prevalence of Diagnosed Diabetes | Diabetes | CDC. https://www.cdc.gov/diabetes/data/statistics-report/diagnosed-diabetes.html. Accessed December 19, 2022
Cheney-Peters DR, Lee CY, Mitsuhashi S, et al. Association of race/ethnicity and socioeconomic status with COVID-19 30-day mortality at a Philadelphia medical center using a retrospective cohort study. J Med Virol. 2022;94(3):906–17. https://doi.org/10.1002/JMV.27365.
Little C, Alsen M, Barlow J, et al. The impact of socioeconomic status on the clinical outcomes of COVID-19; a retrospective cohort study. J Community Health. 2021;46(4):794–802. https://doi.org/10.1007/s10900-020-00944-3.
Eichenbaum MS, Rebelo S, Trabandt M. Inequality in life and death. IMF Economic Review. 2022;70(1):68–104. https://doi.org/10.1057/S41308-021-00147-3/FIGURES/8.
Lakhani HV, Pillai SS, Zehra M, Sharma I, Sodhi K. Systematic review of clinical insights into novel coronavirus (CoVID-19) pandemic: persisting challenges in U.S. rural population. Int J Environ Res Public Health. 2020;17(12):4279. https://doi.org/10.3390/IJERPH17124279.
Cuadros DF, Branscum AJ, Mukandavire Z, Miller FDW, MacKinnon N. Dynamics of the COVID-19 epidemic in urban and rural areas in the United States. Ann Epidemiol. 2021;59:16–20. https://doi.org/10.1016/J.ANNEPIDEM.2021.04.007.
CDC COVID Data Tracker: Trends in COVID-19 cases and deaths in the United States, by county-level population factors. https://covid.cdc.gov/covid-data-tracker/#pop-factors_7daynewcases. Accessed December 19, 2022
Haischer MH, Beilfuss R, Hart MR, et al. Who is wearing a mask? Gender-, age-, and location-related differences during the COVID-19 pandemic. PloS One. 2020;15(10):e0240785. https://doi.org/10.1371/JOURNAL.PONE.0240785.
Stokes AC, Lundberg DJ, Elo IT, Hempstead K, Bor J, Preston SH. COVID-19 and excess mortality in the United States: a county-level analysis. PLoS Med. 2021;18(5):e1003571. https://doi.org/10.1371/JOURNAL.PMED.1003571.
CDC COVID Data Tracker: Compare trends in COVID-19 cases and deaths in the US. 2022. https://covid.cdc.gov/covid-data-tracker/#compare-trends_comptrends-deaths-cum-raw-lin. Accessed December 19, 2022
Honardoost M, Janani L, Aghili R, Emami Z, Khamseh ME. The association between presence of comorbidities and COVID-19 severity: a systematic review and meta-analysis. Cerebrovasc Dis. 2021;50(2):132–40. https://doi.org/10.1159/000513288.
Baradaran A, Ebrahimzadeh MH, Baradaran A, Kachooei AR. Prevalence of comorbidities in COVID-19 patients: a systematic review and meta-analysis. Arch Bone Jt. 2020;8(Suppl 1):247. https://doi.org/10.22038/ABJS.2020.47754.2346.
Abdi A, Jalilian M, Sarbarzeh PA, Vlaisavljevic Z. Diabetes and COVID-19: a systematic review on the current evidences. Diabetes Res Clin Pract. 2020;166:108347. https://doi.org/10.1016/J.DIABRES.2020.108347.
CDC COVID Data Tracker: Total cases and deaths by race/ethnicity, age, and sex. https://covid.cdc.gov/covid-data-tracker/#demographics. Accessed December 17, 2022
Biswas M, Rahaman S, Biswas TK, Haque Z, Ibrahim B. Association of sex, age, and comorbidities with mortality in COVID-19 patients: a systematic review and meta-analysis. Intervirology. 2021;64(1):36–47. https://doi.org/10.1159/000512592.
Bienvenu LA, Noonan J, Wang X, Peter K. Higher mortality of COVID-19 in males: sex differences in immune response and cardiovascular comorbidities. Cardiovasc Res. 2020;116(14):2197–206. https://doi.org/10.1093/CVR/CVAA284.
Abul Y, Leeder C, Gravenstein S. Epidemiology and clinical presentation of COVID-19 in older adults. Infect Dis Clin North Am. 2022. https://doi.org/10.1016/J.IDC.2022.11.001.
Zinatizadeh MR, Zarandi PK, Ghiasi M, et al. Immunosenescence and inflamm-ageing in COVID-19. Ageing Res Rev. 2023;84:101818. https://doi.org/10.1016/J.ARR.2022.101818.
Barber SJ, Kim H. COVID-19 worries and behavior changes in older and younger men and women. J Gerontol B Psychol Sci Soc Sci. 2021;76(2):e17–23. https://doi.org/10.1093/GERONB/GBAA068.
Phuong Do D, Frank R. Using race- and age-specific COVID-19 case data to investigate the determinants of the excess COVID-19 mortality burden among Hispanic Americans on JSTOR. Demogr Res. 2021;44:699–718. https://www.jstor.org/stable/27032931?seq=3#metadata_info_tab_contents. Accessed December 24, 2022
Velasco F, Yang DM, Zhang M, et al. Association of healthcare access with intensive care unit utilization and mortality in patients of Hispanic ethnicity hospitalized with COVID-19. J Hosp Med. 2021;16(11):659–66. https://doi.org/10.12788/jhm.3717.
Ricardo AC, Chen J, Toth-Manikowski SM, et al. Hispanic ethnicity and mortality among critically ill patients with COVID-19. PloS One. 2022;17(5):e0268022. https://doi.org/10.1371/journal.pone.0268022.
Shrider EA, Kollar M, Chen F, Semega J. Figure 1. Median household income and percent change by selected characteristics. 2021. https://www.census.gov/content/dam/Census/library/visualizations/2021/demo/p60-273/figure1.pdf. Accessed December 25, 2022
Sáenz R, Garcia MA, Antonio S, Blvd CC, WE. The disproportionate impact of COVID-19 on older Latino mortality: the rapidly diminishing Latino paradox. J Gerontol B Psychol Sci Soc Sci. 2021;76(3):e81–7. https://doi.org/10.1093/GERONB/GBAA158.
Rabinovich L, Peterson J, Smith BA. Hispanics’ understanding of Social Security and the implications for retirement security: a qualitative study. Soc Secur Bull. 2017;77(3). https://www.ssa.gov/policy/docs/ssb/v77n3/v77n3p1.html. Accessed December 26, 2022
Mueller JT, McConnell K, Burow PB, Pofahl K, Merdjanoff AA, Farrell J. Impacts of the COVID-19 pandemic on rural America. Proc Natl Acad Sci USA. 2021;118(1):2019378118. https://doi.org/10.1073/pnas.2019378118.
Funding
This paper was supported by Soonchunhyang University Research Fund, the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (2022R1F1A1063423), BK21 FOUR (Fostering Outstanding Universities for Research, No. 5199990914048) by Korean Ministry of Education, and the seed grant at Texas A&M University, Irma Lerma Rangel School of Pharmacy. The funding sources did not have interventions such as study design and data interpretation.
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JWC and SJK led the design and conception of the study, performed the data analysis, and wrote/reviewed the manuscript. MM and JHP contributed by writing the first draft of the manuscript. All authors read and approved the final manuscript.
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We use secondary data, and all of the patient’s data is encrypted and unable to be identified. This study was approved for a waiver by the Institutional Review Board at Soonchunhyang University (202302-SB-014-01).
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Kim, S.J., Medina, M., Park, JH. et al. Racial and Regional Disparities Surrounding In-Hospital Mortality among Patients with 2019 Novel Coronavirus Disease (COVID-19): Evidence from NIS Sample in 2020. J. Racial and Ethnic Health Disparities (2023). https://doi.org/10.1007/s40615-023-01707-1
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DOI: https://doi.org/10.1007/s40615-023-01707-1