J Prev Med Public Health.  2022 Mar;55(2):144-152. 10.3961/jpmph.21.396.

Social and Policy Determinants of COVID-19 Infection Across 23 Countries: An Ecological Study

Affiliations
  • 1Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
  • 2Cancer Research Institute, Seoul National University, Seoul, Korea
  • 3Department of Biomedical Science, Seoul National University Graduate School, Seoul, Korea
  • 4Department of Medicine, Seoul National University College of Medicine, Seoul, Korea
  • 5Integrated Major in Innovative Medical Science, Seoul National University College of Medicine, Seoul, Korea

Abstract


Objectives
This study aimed to identify the social and policy determinants of coronavirus disease 2019 (COVID-19) infection across 23 countries.
Methods
COVID-19 indicators (incidence, mortality, and fatality) for each country were calculated by direct and indirect standardization. Multivariable regression analyses were used to identify the social and policy determinants of COVID-19 infection.
Results
A higher number of doctors per population was related to lower incidence, mortality, and fatality rates of COVID-19 in 23 countries (β=-0.672, -0.445, and -0.564, respectively). The number of nurses/midwives per population was associated with lower mortality and fatality rates of COVID-19 in 23 countries (β=-0.215 and -0.372, respectively). Strengthening of policy restriction indicators, such as restrictions of public gatherings, was related to lower COVID-19 incidence (β=-0.423). A national Bacillus Calmette–Guérin vaccination policy conducted among special groups or in the past was associated with a higher incidence of COVID-19 in 23 countries (β=0.341). The proportion of the elderly population (aged over 70 years) was related to higher mortality and fatality rates (β=0.209 and 0.350, respectively), and income support was associated with mortality and fatality rates (β=-0.362 and -0.449, respectively).
Conclusions
These findings do not imply causality because this was a country-based correlation study. However, COVID-19 transmission can be influenced by social and policy determinants such as integrated health systems and policy responses to COVID-19. Various social and policy determinants should be considered when planning responses to COVID-19.

Keyword

COVID-19; Social determinants of health; Health policy
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