Evidence map›Paper›PMID 41719449›Full record

ArticleHuman vaccines & immunotherapeutics2026

A scoping review of vaccine certificate implementation in Canada and OECD countries during the COVID-19 pandemic: Outcomes and lessons learned.

Adhiba Nilormi, Cécile M Bensimon, Maya Thomas, Slater Wiles, Kumanan Wilson

Abstract readScoping Review
In one paragraph

Article in Human vaccines & immunotherapeutics, 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. Article
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

5 authors.

Adhiba NilormiBruyère Health Research Institute, Bruyère Health, Ottawa, Ontario, Canada.ORCID 0009-0009-3196-4033
Cécile M BensimonBruyère Health Research Institute, Bruyère Health, Ottawa, Ontario, Canada.ORCID 0009-0003-6699-9080
Maya ThomasClinical Epidemiology Program, The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.
Slater WilesClinical Epidemiology Program, The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.
Kumanan WilsonBruyère Health Research Institute, Bruyère Health, Ottawa, Ontario, Canada.ORCID 0000-0002-1741-7705

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Vaccine certificates were introduced during the COVID-19 pandemic to document vaccination status, promote uptake and enable safer reopening of society. While these policies supported public health efforts, their implementation raised operational, ethical and legal concerns, sparking debate about their future use in health emergencies. We conducted a scoping review to synthesize the implementation processes, challenges and outcomes of vaccine certificate systems in Canada and other OECD countries. An academic search was conducted in August 2024, across Ovid MEDLINE, Embase and Scopus using controlled vocabulary and key words for sources published from 2020 onward. Grey literature was searched using Google and targeted government and organizational websites. Data were synthesized descriptively and analyzed deductively based on three pre-identified themes - public health, technological, and ethical-legal considerations - derived from the UK Royal Society's framework on COVID-19 vaccine certificate design. The search captured 128 sources (72 academic and 56 gray literature), covering all OECD countries except Chile, Colombia, Costa Rica, Mexico and Norway. Identified subthemes included: (1) purpose and trade-offs; (2) public health, socio-economic and health system impacts, (3) technological infrastructure and data security; (4) equity and accessibility; (5) privacy and surveillance; and (6) public acceptance and trust. Vaccine certificates aimed to support public health goals but posed challenges in digital implementation, particularly in creating secure and interoperable systems and raised concerns around equity, discrimination and privacy. Vaccine certificates show promise for future public health use. However, their success will depend on addressing ethical concerns, ensuring interoperability and strengthening digital infrastructure, regulations and public trust.

Indexed as

COVID-19COVID-19 VaccinesVaccinationCanadaHumansOrganisation for Economic Co-Operation and DevelopmentPandemicsPublic HealthSARS-CoV-2COVID-19 VaccinesCanadaCOVID-19 pandemicdigital healthOECD countriespandemic responseproof of vaccinationpublic health policyscoping reviewVaccine certificates

Identifiers

PMID41719449
PMCPMC12928656

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.