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
. 2021 Jun 13;10(12):2608.
doi: 10.3390/jcm10122608.

Risk Factors of Infection, Hospitalization and Death from SARS-CoV-2: A Population-Based Cohort Study

Affiliations

Risk Factors of Infection, Hospitalization and Death from SARS-CoV-2: A Population-Based Cohort Study

Jesús Castilla et al. J Clin Med. .

Abstract

We conducted a prospective population-based cohort study to assess risk factors for infection, hospitalization, and death from SARS-CoV-2. The study comprised the people covered by the Health Service of Navarre, Spain. Sociodemographic variables and chronic conditions were obtained from electronic healthcare databases. Confirmed infections, hospitalizations, and deaths from SARS-CoV-2 were obtained from the enhanced epidemiological surveillance during the second SARS-CoV-2 epidemic surge (July-December 2020), in which diagnostic tests were widely available. Among 643,757 people, 5497 confirmed infections, 323 hospitalizations, 38 intensive care unit admissions, and 72 deaths from SARS-CoV-2 per 100,000 inhabitants were observed. A higher incidence of confirmed infection was associated with people aged 15-29 years, nursing home residents, healthcare workers, people born in Latin America or Africa, as well as in those diagnosed with diabetes, cardiovascular disease, chronic obstructive pulmonary disease (COPD), chronic kidney disease, dementia, severe obesity, hypertension and functional dependence. The risk of hospitalization in the population was associated with males, higher age, nursing home residents, Latin American or African origin, and those diagnosed with immunodeficiency, diabetes, cardiovascular disease, COPD, asthma, kidney disease, cerebrovascular disease, cirrhosis, dementia, severe obesity, hypertension and functional dependence. The risk of death was associated with males, higher age, nursing home residents, Latin American origin, low income level, immunodeficiency, diabetes, cardiovascular disease, COPD, kidney disease, dementia, and functional dependence. This study supports the prioritization of the older population, nursing home residents, and people with chronic conditions and functional dependence for SARS-CoV-2 prevention and vaccination, and highlights the need for additional preventive support for immigrants.

Keywords: COVID-19; COVID-19 hospitalization; COVID-19 severity; SARS-CoV-2 infection; Spain; cohort study; epidemiology; inequality; mortality; risk factor.

PubMed Disclaimer

Conflict of interest statement

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

Figures

Figure 1
Figure 1
Scheme of the study.

References

    1. European Centre for Disease Prevention and Control COVID-19 Situation Update for the EU/EEA, as of 20 January 2021. [(accessed on 23 January 2021)]; Available online: https://www.ecdc.europa.eu/en/cases-2019-ncov-eueea.
    1. Wu Z., McGoogan J.M. Characteristics of and important lessons from the coronavirus disease 2019 (COVID-19) outbreak in China: Summary of a report of 72314 cases from the Chinese Center for Disease Control and Prevention. JAMA. 2020;323:1239–1242. doi: 10.1001/jama.2020.2648. - DOI - PubMed
    1. World Health Organization (WHO) WHO SAGE Roadmap for Prioritizing Uses of Covid-19 Vaccines in the Context of Limited Supply. Version 1.1. Geneva. 13 November 2020. [(accessed on 16 April 2021)]; Available online: https://cdn.who.int/media/docs/default-source/immunization/sage/covid/sa....
    1. Karagiannidis C., Mostert C., Hentschker C., Voshaar T., Malzahn J., Schillinger G., Klauber J., Janssens U., Marx G., Weber-Carstens S., et al. Case characteristics, resource use, and outcomes of 10 021 patients with COVID-19 admitted to 920 German hospitals: An observational study. Lancet Respir. Med. 2020;8:853–862. doi: 10.1016/S2213-2600(20)30316-7. - DOI - PMC - PubMed
    1. Piroth L., Cottenet J., Mariet A.S., Bonniaud P., Blot M., Tubert-Bitter P., Quantin C. Comparison of the characteristics, morbidity, and mortality of COVID-19 and seasonal influenza: A nationwide, population-based retrospective cohort study. Lancet Respir Med. 2021;9:251–259. doi: 10.1016/S2213-2600(20)30527-0. - DOI - PMC - PubMed

LinkOut - more resources