Evaluating equitable access based on sociodemographic predictors of nirmatrelvir-ritonavir use during the first year of availability in Ontario, Canada: A population-based ecological study

OBJECTIVES: Nirmatrelvir-ritonavir is recommended to prevent severe outcomes due to SARS-CoV-2 infection in high-risk patients. Our objective was to determine if inequities existed in access to nirmatrelvir-ritonavir across sociodemographic groups. METHODS: We conducted a population-based ecological study of nirmatrelvir-ritonavir dispenses in Ontario, Canada, forward sortation areas (FSA) from April 4, 2022, to April 3, 2023. Our primary outcome was the FSA-level dispense rate of nirmatrelvir-ritonavir per 100,000 population. A negative binomial model was used to calculate crude and adjusted rate ratios with 95% confidence intervals (CIs) for nine sociodemographic variables (income, visible minority, essential worker, household size, education, citizenship, employment rate, social assistance, and language proficiency), adjusted for seven demographic/clinical population-level variables (age, sex, comorbidities, immunocompromised, COVID-19 vaccination, long-term care residents, and percent SARS-CoV-2 PCR test positivity). RESULTS: = 0.98 (95% CI 0.97, 1.00, p = 0.044)). Other sociodemographic variables did not have significantly lower nirmatrelvir-ritonavir use. CONCLUSION: This province-wide study revealed small inequities in nirmatrelvir-ritonavir dispensing across Ontario neighborhoods with lower income and lower post-secondary education populations associated with less nirmatrelvir-ritonavir use. The findings highlight the importance of addressing barriers for equitable access to therapeutics for future pandemics.

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Publication Details

Journal
Canadian Journal of Public Health
Published
2026-04-13
DOI
https://doi.org/10.17269/s41997-026-01189-8
Primary Topic
Antibiotic Use and Resistance
Type
article
Field-Weighted Citation Impact
0.00

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article

Evaluating equitable access based on sociodemographic predictors of nirmatrelvir-ritonavir use during the first year of availability in Ontario, Canada: A population-based ecological study

Kevin L. Schwartz, Meagan Lacroix, Valerie Leung, Tara Gomes et al.
Canadian Journal of Public Health
Antibiotic Use and Resistance
article

Evaluating equitable access based on sociodemographic predictors of nirmatrelvir-ritonavir use during the first year of availability in Ontario, Canada: A population-based ecological study

Kevin L. Schwartz, Meagan Lacroix, Valerie Leung, Tara Gomes, Peter Daley, Lindsay Friedman, Bradley J Langford, Kevin Brown, Jun Wang, Mina Tadrous, Cynthia Chen, Nick Daneman
article en

Abstract

OBJECTIVES: Nirmatrelvir-ritonavir is recommended to prevent severe outcomes due to SARS-CoV-2 infection in high-risk patients. Our objective was to determine if inequities existed in access to nirmatrelvir-ritonavir across sociodemographic groups. METHODS: We conducted a population-based ecological study of nirmatrelvir-ritonavir dispenses in Ontario, Canada, forward sortation areas (FSA) from April 4, 2022, to April 3, 2023. Our primary outcome was the FSA-level dispense rate of nirmatrelvir-ritonavir per 100,000 population. A negative binomial model was used to calculate crude and adjusted rate ratios with 95% confidence intervals (CIs) for nine sociodemographic variables (income, visible minority, essential worker, household size, education, citizenship, employment rate, social assistance, and language proficiency), adjusted for seven demographic/clinical population-level variables (age, sex, comorbidities, immunocompromised, COVID-19 vaccination, long-term care residents, and percent SARS-CoV-2 PCR test positivity). RESULTS: = 0.98 (95% CI 0.97, 1.00, p = 0.044)). Other sociodemographic variables did not have significantly lower nirmatrelvir-ritonavir use. CONCLUSION: This province-wide study revealed small inequities in nirmatrelvir-ritonavir dispensing across Ontario neighborhoods with lower income and lower post-secondary education populations associated with less nirmatrelvir-ritonavir use. The findings highlight the importance of addressing barriers for equitable access to therapeutics for future pandemics.

Canadian Journal of Public Health
St. Michael's Hospital (CA), Memorial University of Newfoundland (CA), Sunnybrook Health Science Centre (CA), University of Toronto (CA), Health Sciences Centre (CA), Public Health Ontario (CA), Unity Health Toronto
Public Health Agency of Canada, Ontario College of Pharmacists, Public Health Agency, Janeway Children's Hospital Foundation, Canadian Institutes of Health Research
No poverty
Openalex Percentile: Top 16%
Antibiotic Use and Resistance
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