Evidence map›Paper›PMID 40283696›Full record

ArticleInternational journal of environmental research and public health2025

A Global Index to Quantify Discrimination Resulting from COVID-19 Pandemic Response Policies.

Claus Rinner, Mariko Uda, Laurie Manwell

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2025. 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. Scope and Spatio-Temporal Patterns of Workplace Vaccination Mandates During the COVID-19 Pandemic.International journal of environmental research and public health · 2025
    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

3 authors.

Claus RinnerDepartment of Geography and Environmental Studies, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada.ORCID 0009-0003-3425-7808
Mariko UdaDepartment of Geography and Environmental Studies, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada.
Laurie ManwellFaculty of Science, Wilfrid Laurier University, Waterloo, ON N2L 3C5, Canada.

Funding

Government of Canada NFRFR-2022-00305
6 · The paper itself

Abstract

Immediately following the emergency use authorizations of COVID-19 vaccines, governments around the world made these products available to their populations and later started implementing differential rules for vaccinated and unvaccinated citizens regarding mobility and access to venues and services. The Oxford COVID-19 Government Response Tracker (OxCGRT) is a time series database that reflects the extent of public health measures in each country. On the basis of the OxCGRT Containment and Health Index, we calculated a corresponding discrimination index by subtracting the daily index values for vaccinated and unvaccinated individuals. The resulting metric provides a cursory quantification of the discrimination experienced by unvaccinated individuals throughout 2021 and 2022. Patterns in the index data show a high degree of discrimination with great numeric and temporal differences between jurisdictions. Around 90% of countries in Europe and North and South America discriminated against their unvaccinated citizens at some point during the pandemic. The least amount of discrimination was found for countries in Central America and Africa. In order to move towards sustainable post-pandemic recovery and prevent discriminatory public health policies in the future, we recommend that human rights protections be expanded and the prohibition of discrimination be extended beyond a limited list of grounds.

Indexed as

COVID-19Health PolicyCOVID-19 VaccinesGlobal HealthHumansPandemicsSARS-CoV-2COVID-19 VaccinesCOVID-19discriminationpandemic responsepublic healthvaccination status

Identifiers

PMID40283696
PMCPMC12026668

What OpenQuestion holds

Textmetadata
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.