Related Experiment Video
Updated: Aug 15, 2025

Author Spotlight: Advancements in Multiplex Detection of Respiratory Viruses
Published on: November 10, 2023
COVID-19 Deaths and the Impact of Health Disparities, Hospital Characteristics, Community, Social Distancing, and
Mei Zhao1, Hanadi Y Hamadi1, D Rob Haley1
1Department of Health Administration, Brooks College of Health, University of North Florida, Jacksonville, Florida, USA.
Insights
Community health factors, not just hospital characteristics, significantly impacted COVID-19 mortality rates. Investing in public health infrastructure is crucial for pandemic preparedness.
Area of Science:
- Public Health
- Health Services Research
- Epidemiology
Background:
- The United States experienced high coronavirus disease 2019 (COVID-19) mortality, exceeding one million deaths by May 2022.
- Understanding community and hospital factors is vital for addressing COVID-19 mortality disparities and informing public health strategies.
Purpose of the Study:
- To investigate the relationship between community and hospital characteristics and COVID-19 mortality.
- To analyze how factors like health professional shortage areas, market competition, uninsured percentages, and hospital types influenced mortality rates.
Main Methods:
- Utilized multilevel mixed-effects linear models to analyze data from 2514 US health service areas.
- Examined community (2013-2018) and hospital characteristics (2013-2018) against publicly available COVID-19 mortality data (February-October 2020).
Main Results:
- Public health infrastructure, rather than acute care, was linked to community health and COVID-19 mortality.
- Higher COVID-19 death rates were associated with greater proportions of uninsured individuals, older populations, diverse populations, and larger populations.
- Fewer hospitals within a community correlated with lower COVID-19 mortality rates.
- The Western region of the US exhibited higher mortality rates compared to other regions.
Conclusions:
- Community characteristics, particularly those related to healthcare access and disease burden, strongly correlate with COVID-19 mortality.
- Enhanced public health infrastructure is essential for better preparedness against future pandemics.
Abstract:
The United States has one of the highest cumulative mortalities of coronavirus disease 2019 (COVID-19) and has reached 1 million deaths as of May 19th, 2022. Understanding which community and hospital factors contributed to disparities in COVID-19 mortality is important to inform public health strategies. This study aimed to explore the potential relationship between hospital service area (1) community (ie, health professional shortage areas, market competition, and uninsured percentage) and (2) hospital (ie, teaching, system, and ownership status) characteristics (2013-2018) on publicly available COVD-19 (February to October 2020) mortality data. The study included 2514 health service areas and used multilevel mixed-effects linear model to account for the multilevel data structure. The outcome measure was the number of COVID-19 deaths. This study found that public health, as opposed to acute care provision, was associated with community health and, ultimately, COVID-19 mortality. The study found that population characteristics including more uninsured greater proportion of those over 65 years, more diverse populations, and larger populations were all associated with a higher rate of death. In addition, communities with fewer hospitals were associated with a lower rate of death. When considering region in the United States, the west region showed a higher rate of death than all other regions. The association between some community characteristics and higher COVID-19 deaths demonstrated that access to health care, either for COVID-19 infection or worse health from higher disease burden, is strongly associated with COVID-19 deaths. Thus, to be better prepared for potential future pandemics, a greater emphasis on public health infrastructure is needed.
Related Concept Videos
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Factors Affecting Illness
For instance, risk factors are connected to illness,...
Introduction To Health Care Delivery System
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
Dimensions of Health and Illness
Methods Of Healthcare Delivery System
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...

