Evidence map›Paper›PMID 41973385›Full record

ArticleCanadian journal of public health = Revue canadienne de sante publique2026

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.

Meagan Lacroix, Bradley J Langford, Cynthia Chen, Jun Wang, Mina Tadrous, Nick Daneman, Valerie Leung, Tara Gomes, Lindsay Friedman, Peter Daley and 2 more

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Article in Canadian journal of public health = Revue canadienne de sante publique, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Meagan LacroixDalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.
Bradley J LangfordDalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.
Cynthia ChenPublic Health Ontario, Toronto, ON, Canada.
Jun WangPublic Health Ontario, Toronto, ON, Canada.
Mina TadrousICES Central, Toronto, ON, Canada.
Nick DanemanPublic Health Ontario, Toronto, ON, Canada.
Valerie LeungPublic Health Ontario, Toronto, ON, Canada.
Tara GomesICES Central, Toronto, ON, Canada.
Lindsay FriedmanPublic Health Ontario, Toronto, ON, Canada.
Peter DaleyMemorial University, St. John's, NL, Canada.
Kevin A BrownDalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.
Kevin L SchwartzDalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada. Kevin.Schwartz@oahpp.ca.ORCID http://orcid.org/0000-0002-3666-7005

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesNirmatrelvir-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.

methodsWe 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).

resultsThe final cohort included 513 FSAs, 12,911,594 residents-127,123 (0.98%) who received and 12,784,471 (99.02%) who did not receive nirmatrelvir-ritonavir. There was an 18-fold variation across FSAs, 133-2417 prescriptions per 100,000 population. In the adjusted model, dispensing rates were significantly lower in regions with higher proportions of residents with low income (adjusted rate ratio (RR

conclusionThis 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.

Indexed as

COVID-19 drug treatmentEpidemiologyHealth equityNirmatrelvirPublic healthRitonavir

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.