Evidence map›Paper›PMID 41514327›Full record

ArticleBMC public health2026

The impact of COVID-19 vaccine distribution channels on equity-deserving populations: a Canadian population-based cohort study using administrative data.

Alan Katz, Kris Aubrey-Bassler, Fariba Aghajafari, Gillian Fransoo, Noah M Ivers, Jeffrey C Kwong, Rahim Moineddin, Lena Nguyen, Danielle Saj, Carole Taylor and 5 more

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

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

15 authors.

Alan KatzManitoba Centre for Health Policy, Max Rady College of Medicine, University of Manitoba, Room 408-727 McDermot Ave, Winnipeg, MB, R3E 3P5, Canada. Alan.Katz@umanitoba.ca.
Kris Aubrey-BasslerPrimary Healthcare Research Unit, Faculty of Medicine, Memorial University, 300 Prince Philip Dr, St. John's, NL, A1B 3V6 , Canada.
Fariba AghajafariDepartment of Family Medicine, Cumming School of Medicine, University of Calgary, Sunridge Family Medicine Teaching Centre, 2685 - 36 Street NE, Calgary, AB, T1Y 5S3, Canada.
Gillian FransooManitoba Centre for Health Policy, Max Rady College of Medicine, University of Manitoba, Room 408-727 McDermot Ave, Winnipeg, MB, R3E 3P5, Canada.
Noah M IversDepartment of Family and Community Medicine, Women's College Hospital - University of Toronto, 77 Grenville St, Toronto, ON, M5S 1B3, Canada.
Jeffrey C KwongDepartment of Family and Community Medicine, University of Toronto, 500 University Ave, 5th floor, Toronto, ON, M5G 1V7, Canada.
Rahim MoineddinDepartment of Family and Community Medicine, University of Toronto, 500 University Ave, 5th floor, Toronto, ON, M5G 1V7, Canada.
Lena NguyenInstitute for Clinical Evaluative Sciences (ICES) Central, 122-2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada.
Danielle SajManitoba Centre for Health Policy, Max Rady College of Medicine, University of Manitoba, Room 408-727 McDermot Ave, Winnipeg, MB, R3E 3P5, Canada.
Carole TaylorManitoba Centre for Health Policy, Max Rady College of Medicine, University of Manitoba, Room 408-727 McDermot Ave, Winnipeg, MB, R3E 3P5, Canada.
Ross E G UpshurDepartment of Family and Community Medicine, University of Toronto, 500 University Ave, 5th floor, Toronto, ON, M5G 1V7, Canada.
Jennifer WoodrowData and Information Services, Newfoundland and Labrador Health Services, 70 O'Leary Ave, St. John's, NL, A1B 2C7, Canada.
Sabrina T WongSchool of Nursing, Faculty of Applied Sciences, University of British Columbia, Y201-2211 Wesbrook Mall, Vancouver, BC, V6T 2B5, Canada.
Hui XiongData and Information Services, Newfoundland and Labrador Health Services, 70 O'Leary Ave, St. John's, NL, A1B 2C7, Canada.
Monica AggarwalDepartment of Family and Community Medicine, University of Toronto, 500 University Ave, 5th floor, Toronto, ON, M5G 1V7, Canada.

Funding

CIHR FRN 179422
6 · The paper itself

Abstract

backgroundUptake of COVID-19 vaccines among equity-deserving populations was a challenge throughout the Canadian vaccination campaign. This necessitated the implementation of vaccine distribution strategies that targeted specific populations. As a result, different vaccine channels were introduced in each province. The purpose of this study is to examine the effect of COVID-19 vaccine distribution channels on short-term vaccination rates amongst equity-deserving populations.

methodsRetrospective, population-based cohort using linked administrative claims data based in the Canadian provinces of Manitoba, Ontario, and Newfoundland and Labrador. The study population included all residents, 12 years and older, who were living in one of the three provinces with at least 1 day of health coverage between Jan 1, 2021, and Dec 31, 2021. The index event was receiving one COVID-19 vaccination. Difference-in-differences analyses were used to evaluate the impact of various COVID-19 vaccine distribution channels, such as directed at-risk, mass vaccination clinics, pharmacies, primary care offices, and long-term care facilities, on the gap in vaccination coverage between select equity-deserving and non-equity deserving populations. The equity-deserving populations included having lower household income, identifying as a visible minority, being a recent immigrant, and being an adult without a high school diploma.

resultsThe total COVID-19-vaccinated population as of December 31, 2021 was 998,906 (85% of total population) in Manitoba, 10,866,548 (89% of total population) in Ontario, and 485,901 (99% of total population) in Newfoundland and Labrador. The analyses were limited by significant data challenges; data on where (which channel) specific individuals received their vaccination were limited. Though findings were mixed, in general, the COVID-19 vaccine coverage one month after the initiation of a new vaccine distribution channel increased less for the equity deserving groups than those of the general population.

conclusionAn increase in the observed equity gaps immediately after new vaccine channel introductions may be explained by new channels providing vaccines at a lower volume than mass-vaccination clinics or may reflect limitations in the data infrastructure. The collection of uniform data across Canada should be prioritized to facilitate comprehensive evaluation of the health system response to future pandemics, including the ability to monitor the impact of the response on population inequities.

Indexed as

COVID-19COVID-19 VaccinesVaccination CoverageAdolescentAdultAgedCanadaChildFemaleHumansMaleMiddle AgedRetrospective StudiesYoung AdultCOVID-19 VaccinesHealth equityHealth policyPublic healthRoutinely collected health dataSARS-CoV-2Vaccines

Identifiers

PMID41514327
PMCPMC12882278

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.