Abstract
Aim
Social inequalities influence population health outcomes and well-being. The aim of the study was to analyze the association between the main demographic, social, and economic determinants and the outcomes related to COVID-19 infection and severity and COVID-19 vaccination.
Subject and methods
A population-based cohort study was carried out including the Navarre (Spain) population aged 15–64 years. The study period was from September 2020–September 2021. We analyzed the association between the main determinants (sex, age range, migrant status, and income level) and COVID-19 infection and related outcomes using logistic regression models.
Results
The study cohort included 431,091 people (49.4% female, median age of 43.0 years, 21.2% migrants, 57.1% with an income <18,000 €). Female individuals showed a significantly higher risk of COVID-19 infection than their male counterparts [adjusted odds ratio (aOR) 1.05, 95% confidence interval (95%CI) 1.04–1.07], but lower Intensive Care Unit (ICU) admission (aOR 0.61, 95%CI 0.49–0.77) and mortality (aOR 0.41, 95%CI 0.28–0.61). People between 61–64 years had a lower risk of COVID-19 infection than people with 15–25 years (aOR 0.32, 95%CI 0.31–0.34), but a higher ICU admission (aOR 39.40, 95%CI 18.19–103.16) and mortality (aOR 301.95, 95%CI 41.03–2222.19). Migrant people showed a higher risk of COVID-19 infection (aOR 1.42, 95%CI 1.39–1.45) and ICU admission (aOR 2.13, 95%CI 1.67–2.72). People with lower income levels had a lower risk of COVID-19 infection (OR 0.90, 95%CI 0.88–0.92) and a higher mortality risk (aOR 3.29, 95%CI 2.16–5.03) compared to non-immigrants.
Conclusion
The study revealed the strong correlation between social determinants and health outcomes.
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Data availability
Only aggregate and anonymized data will be made available upon formal request.
Code availability
Not applicable.
References
Agyemang C, Richters A, Jolani S et al (2021) Ethnic minority status as social determinant for COVID-19 infection, hospitalisation, severity, ICU admission and deaths in the early phase of the pandemic: a meta-analysis. BMJ Glob Heal 6:1–14. https://doi.org/10.1136/bmjgh-2021-007433
Bayati M, Noroozi R, Ghanbari-Jahromi M, Jalali FS (2022) Inequality in the distribution of Covid-19 vaccine: A systematic review. Int J Equity Health 21:122
Borrell C, Malmusi D, Artazcoz L et al (2012) Propuesta de políticas e intervenciones para reducir las desigualdades sociales en salud en España. Gac Sanit 26:182–189. https://doi.org/10.1016/j.gaceta.2011.07.024
Czeisler MÉ, Lane RI, Petrosky E et al (2020) Mental Health, Substance Use, and Suicidal Ideation During the COVID-19 Pandemic — United States, June 24–30, 2020. MMWR Morb Mortal Wkly Rep 69:1049–1057. https://doi.org/10.15585/mmwr.mm6932a1
Enguita-Germán M, Librero J, Leache L et al (2022) Role of the AB0 blood group in COVID-19 infection and complications: A population-based study. Transfus Apher Sci 61:103357. https://doi.org/10.1016/j.transci.2022.103357
Fernández-Martínez NF, Ruiz-Montero R, Gómez-Barroso D et al (2022) Socioeconomic differences in COVID-19 infection, hospitalisation and mortality in urban areas in a region in the South of Europe. BMC Public Health 22:1–10. https://doi.org/10.1186/s12889-022-14774-6
Fresán U, Guevara M, Elía F et al (2021) Independent role of severe obesity as a risk factor for COVID-19 hospitalization: a spanish population-based cohort study. Obesity 29:29–37. https://doi.org/10.1002/oby.23029
Green H, Fernandez R, MacPhail C (2021) The social determinants of health and health outcomes among adults during the COVID-19 pandemic: a systematic review. Public Health Nurs 38:942–952. https://doi.org/10.1111/phn.12959
Gullón P, Cuesta-Lozano D, Cuevas-Castillo C et al (2022) Temporal trends in within-city inequities in COVID-19 incidence rate by area-level deprivation in Madrid, Spain. Heal Place 76:1–6. https://doi.org/10.1016/j.healthplace.2022.102830
Kaiser Family Foundation (KFF) (2021) How the COVID-19 pandemic is affecting people’s mental health and substance use. https://www.kff.org/coronavirus-covid-19/press-release/how-the-covid-19-pandemic-is-affecting-peoples-mental-health-and-substance-use/. Accessed 19 Oct 2023
Kim EJ, Kim T, Conigliaro J et al (2018) Racial and ethnic disparities in diagnosis of chronic medical conditions in the USA. J Gen Intern Med 33:1116–1123. https://doi.org/10.1007/s11606-018-4471-1
Kissling E, Hooiveld M, Sandonis Martín V et al (2021) Vaccine effectiveness against symptomatic SARS-CoV-2 infection in adults aged 65 years and older in primary care: I-MOVE-COVID-19 project, Europe, December 2020 to May 2021. Euro Surveill 26:1–7. https://doi.org/10.2807/1560-7917.ES.2021.26.29.2100670
Leache L, Gutiérrez-Valencia M, Enguita-Germán M et al (2022) COVID-19 infection and complications according to ABO blood group in the elderly: a population-based subcohort and meta-analysis. Vox Sang 117:1230–1234. https://doi.org/10.1111/vox.13334
Li X, Zhong X, Wang Y et al (2021) Clinical determinants of the severity of COVID-19: a systematic review and meta-analysis. PLoS One 16:e0250602. https://doi.org/10.1371/journal.pone.0250602
Magesh S, John D, Li WT, Li Y, Mattingly-App A, Jain S, Chang EYOW (2021) Disparities in COVID-19 outcomes by race, ethnicity, and socioeconomic status: a systematic-review and meta-analysis. JAMA Netw Open 4:e2134147. https://doi.org/10.1001/jamanetworkopen.2021.34147
Martín U, Morteruel M (2022) Health and health inequalities impact assessment for non-clinical measures to control COVID-19 in the Basque Country and Navarre (Spain). J Public Health Res 11:22799036221110020. https://doi.org/10.1177/22799036221110020
Martínez-Baz I, Miqueleiz A, Casado I et al (2021a) Effectiveness of COVID-19 vaccines in preventing SARS-CoV-2 infection and hospitalisation, Navarre, Spain, January to April 2021. Eurosurveillance 26:1–7. https://doi.org/10.2807/1560-7917.ES.2021.26.21.2100438
Martínez-Baz I, Trobajo-Sanmartín C, Miqueleiz A et al (2021b) Product-specific COVID-19 vaccine effectiveness against secondary infection in close contacts, Navarre, Spain, April to August 2021. Eurosurveillance 26:1–7. https://doi.org/10.2807/1560-7917.ES.2021.26.39.2100894
Ortolan A, Lorenzin M, Felicetti M et al (2020) Does gender influence clinical expression and disease outcomes in COVID-19 ? A systematic review and meta-analysis. Int J Infect Dis 99:496–504. https://doi.org/10.1016/j.ijid.2020.07.076
Perry M, Akbari A, Cottrell S et al (2021) Inequalities in coverage of COVID-19 vaccination: a population register based cross-sectional study in Wales, UK. Vaccine 39:6256–6261. https://doi.org/10.1016/j.vaccine.2021.09.019
Rodriguez J, Quintana Y (2022) Understanding the social determinants of health and genetic factors contributing to the differences observed in COVID-19 incidence and mortality between underrepresented and other communities. J Natl Med Assoc 114:430–439. https://doi.org/10.1016/j.jnma.2022.04.002
Roel E, Raventós B, Burn E et al (2022) Socioeconomic inequalities in COVID-19 vaccination and infection in adults, Catalonia, Spain. Emerg Infect Dis 28:2243–2252. https://doi.org/10.3201/eid2811.220614
Samji H, Dove N, Ames M, Barbic S, Sones MLB (2021) Impacts of the COVID-19 pandemic on the health and well-being of young adults in British Columbia. Available from: http://www.bccdc.ca/Health-Professionals-Site/Documents/COVID-Impacts/BCCDC_COVID-19_Young_Adult_Health_Well-being_Report.pdf. Accessed 19 Oct 2023
Spanish Ministry of Health (2023) COVID-19 situation. https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/situacionActual.htm. Accessed 19 Oct 2023
Syse A, Grøholt EK, Madsen C, Aarø LE, Strand BH, Næss ØE (2022) Social inequalities in health. Norwegian Institute of Public Health (NIPH). Available from: https://www.fhi.no/he/folkehelserapporten/samfunn/sosiale-helseforskjeller/. Accessed 19 Oct 2023
Williams AM, Clayton HB, Singleton JA (2022) Racial and ethnic disparities in COVID-19 vaccination coverage: the contribution of socioeconomic and demographic factors. Am J Prev Med 62:473–482. https://doi.org/10.1016/j.amepre.2021.10.008
World Health Organization (2023) WHO Coronavirus (COVID-19) Dashboard. https://covid19.who.int/. Accessed 19 Oct 2023
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All authors contributed to the study conception and design. Data extraction was carried out by Javier Gorricho. Data depuration and analysis were performed by Julián Librero. Results were discussed and interpreted by all the authors. The first draft of the manuscript was written by Leire Leache and Marta Gutiérrez-Valencia. All authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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The study protocol was approved by the Ethics Committee of Navarre (Spain) in June 2022 (PI_2022/50). The information was extracted in an anonymized manner by the BARDENA database managers and processed in accordance with ethical standards and data protection regulations.
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The Ethics Committee of Navarre (Spain) waived the requirement of obtaining informed consent.
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Leache, L., Librero, J., Gutiérrez-Valencia, M. et al. Impact of demographic, social and economic determinants in COVID-19 related outcomes in the middle-aged population of Navarre (Spain). J Public Health (Berl.) (2023). https://doi.org/10.1007/s10389-023-02124-8
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DOI: https://doi.org/10.1007/s10389-023-02124-8