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COVID-19 and Public Health Restrictions Disproportionately Affected the Vulnerable: A Population Study in Sydney, Australia

21 Pages Posted: 29 Oct 2022

See all articles by Maria Gabriela Uribe Guajardo

Maria Gabriela Uribe Guajardo

The University of Sydney - Menzies Centre for Health Policy

Corey Moore

The University of Sydney - Menzies Centre for Health Policy

Vicki Giannopoulos

Sydney Local Health District - Edith Collins Centre

Hueiming Liu

University of Sydney - George Institute for Global Health

Amber Tickle

Sydney Local Health District - Sydney Institute for Women, Children and their Families

Pejman Adily

Sydney Local Health District - Sydney Institute for Women, Children and their Families

Ferdinand C. Mukumbang

University of the Western Cape - Department of Community and Health Sciences

Emma Quinn

Government of New South Wales - Health Protection New South Wales

Michelle Cunich

The University of Sydney - Boden Initiative

Ilan Katz

University of New South Wales (UNSW) - Social Policy Research Centre (SPRC)

Andrew Page

Western Sydney University - Translational Health Research Institute

Susan Wolfenden

Sydney Local Health District - Sydney Institute for Women, Children and their Families

James Gillespie

The University of Sydney - Menzies Centre for Health Policy

Paul S. Haber

The University of Sydney - Specialty of Addiction Medicine

Andrew Wilson

The University of Sydney - Menzies Centre for Health Policy

Leena Gupta

Western Sydney Local Health District - Western Sydney Public Health Unit

John Eastwood

Sydney Local Health District - Sydney Institute for Women, Children and their Families

Carmen Huckel Schneider

The University of Sydney - Menzies Centre for Health Policy

More...

Abstract

Background: There is growing evidence that the COVID-19 pandemic disproportionately affected minority and lower socioeconomic groups. These groups have limited access to healthcare and social security, work in high-risk jobs, and have higher rates of comorbidities associated with poor outcomes from COVID-19. This study quantifies the impact of individual demographics, socioeconomic factors, and public health measures on COVID-19 health outcomes in a large population. 

Method: The primary outcome of interest was COVID-19 infection. Secondary outcomes were testing for COVID-19, hospitalisation due to COVID-19 and death due to COVID-19. Demographics, socioeconomic factors, and COVID-19 outcomes for all 650,000 residents of the Sydney Local Health District from June 2021 to February 2022 were identified from the state’s Notifiable Conditions Information Management System (NCIMS) and linked to Australian Census data. Logistic regression and Cox proportional hazards models were generated for all outcomes for different periods of public health restrictions. 

Findings: During strict public health measures, older individuals had a lower risk of infection, with those aged 80 years and over having two thirds the risk of infection compared to the reference group of 30 to 39 years old (hazards ratio 0.64, 95%CI 0.54-0.75); and those living in areas of lower socioeconomic status (SES) having a higher risk of infection, with the lowest areas having seven times the risk compared to the highest areas (HR 7.09, 6.19-8.12). The risk of infection was also higher for males (HR 1.34 1.27-1.40); those living in areas with higher household sizes (HR 1.56, 1.37-1.79); and areas where the most common foreign country of birth was in South Asia (HR 1.17, 1.07-1.29), South East Asia (HR 1.20, 1.07-1.36) and the Middle East and North Africa (HR 1.67, 1.47-1.90). During relaxed restrictions, differences between age groups, socioeconomic status, sexes, household sizes, and country of birth attenuated, but remained significant.     Individuals living in areas with lower SES had lower odds of COVID-19 testing (odds ratio 0.31, 0.30-0.33), and higher odds of hospitalisation (OR 2.02, 1.71-2.38) and death (OR 4.22, 2.49-7.17) due to COVID-19. Areas where the most common foreign country of birth was not in Europe had reduced odds of testing, but no difference in odds of hospitalisation or death. The Omicron variant of COVID-19 was associated with lower odds of hospitalisation (OR 0.20, 0.18-0.21) and death (OR 0.24, 0.19-0.29).

Interpretation: Strict public health measures adopted during the COVID-19 pandemic resulted in greater inequity. Policy and decision-makers should enhance efforts to achieve equity in relation to public health measures adopted for disease control. The challenge is to strengthen, scale, and sustain community engagement and relationships initiated during COVID-19 outbreaks.

Funding: The first author (GU) is funded by a National Health Medical Research Centre Integrated
Health and Social Health Centre for Research Excellence (APP1198477). JE is the Principal
Chief Investigator of this grant. CHS, MC, IK, JG, AP and PH are also Chief Investigators on
this grant.

Declaration of Interest: None declared.

Ethical Approval: Ethics approval for the current study was granted by the Research Ethics & Governance Office, Royal Prince Alfred Hospital, Sydney Local Health District (X20-0426, 2020/ETH02492, X21-0180, 2021/ETH00947).

Keywords: Public health measures, COVID-19, social factors, testing, risk of infection, death, hospitalisation, vulnerable populations

Suggested Citation

Uribe Guajardo, Maria Gabriela and Moore, Corey and Giannopoulos, Vicki and Liu, Hueiming and Tickle, Amber and Adily, Pejman and Mukumbang, Ferdinand C. and Quinn, Emma and Cunich, Michelle and Katz, Ilan and Page, Andrew and Wolfenden, Susan and Gillespie, James and Haber, Paul S. and Wilson, Andrew and Gupta, Leena and Eastwood, John and Schneider, Carmen Huckel, COVID-19 and Public Health Restrictions Disproportionately Affected the Vulnerable: A Population Study in Sydney, Australia. Available at SSRN: https://ssrn.com/abstract=4261841 or http://dx.doi.org/10.2139/ssrn.4261841

Maria Gabriela Uribe Guajardo (Contact Author)

The University of Sydney - Menzies Centre for Health Policy ( email )

Corey Moore

The University of Sydney - Menzies Centre for Health Policy ( email )

Vicki Giannopoulos

Sydney Local Health District - Edith Collins Centre ( email )

Hueiming Liu

University of Sydney - George Institute for Global Health ( email )

Level 10, King George V Building
83-117 Missenden Rd
Camperdown, 2050
Australia

Amber Tickle

Sydney Local Health District - Sydney Institute for Women, Children and their Families ( email )

Pejman Adily

Sydney Local Health District - Sydney Institute for Women, Children and their Families ( email )

Ferdinand C. Mukumbang

University of the Western Cape - Department of Community and Health Sciences ( email )

South Africa

Emma Quinn

Government of New South Wales - Health Protection New South Wales ( email )

Michelle Cunich

The University of Sydney - Boden Initiative ( email )

Ilan Katz

University of New South Wales (UNSW) - Social Policy Research Centre (SPRC) ( email )

Andrew Page

Western Sydney University - Translational Health Research Institute ( email )

Susan Wolfenden

Sydney Local Health District - Sydney Institute for Women, Children and their Families ( email )

James Gillespie

The University of Sydney - Menzies Centre for Health Policy ( email )

Paul S. Haber

The University of Sydney - Specialty of Addiction Medicine ( email )

Sydney, New South Wales 2006
Australia

Andrew Wilson

The University of Sydney - Menzies Centre for Health Policy ( email )

Leena Gupta

Western Sydney Local Health District - Western Sydney Public Health Unit ( email )

John Eastwood

Sydney Local Health District - Sydney Institute for Women, Children and their Families ( email )

Carmen Huckel Schneider

The University of Sydney - Menzies Centre for Health Policy ( email )

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