Evidence map›Paper›PMID 41184027›Full record

ArticleBMJ global health2025

Mapping inequities in global vaccine sentiment research.

Duilio Balsamo, Vittoria Offeddu, Zhina Aghamohammadi, Chiara Chiavenna, Laura Pasqua Leone, Elena D'Agnese, Deepak Sharma, Aleksandra Torbica, Soheil Shayegh, Javier Andreu-Perez and 1 more

Abstract read
In one paragraph

Article in BMJ global health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Observational
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

11 authors.

Duilio BalsamoDondena Centre for Research on Social Dynamics and Public Policy, Bocconi University, Milano, Italy.
Vittoria OffedduDondena Centre for Research on Social Dynamics and Public Policy, Bocconi University, Milano, Italy.ORCID 0000-0003-4381-7689
Zhina AghamohammadiDondena Centre for Research on Social Dynamics and Public Policy, Bocconi University, Milano, Italy.
Chiara ChiavennaDondena Centre for Research on Social Dynamics and Public Policy, Bocconi University, Milano, Italy.
Laura Pasqua LeoneDondena Centre for Research on Social Dynamics and Public Policy, Bocconi University, Milano, Italy.
Elena D'AgneseDondena Centre for Research on Social Dynamics and Public Policy, Bocconi University, Milano, Italy.
Deepak SharmaDepartment of Computer Science, Christian-Albrechts-Universität zu Kiel, Kiel, Germany.
Aleksandra TorbicaDondena Centre for Research on Social Dynamics and Public Policy, Bocconi University, Milano, Italy.
Soheil ShayeghCMCC Foundation, Euro-Mediterranean Center on Climate Change, Milan, Italy.ORCID 0000-0002-8960-8244
Javier Andreu-PerezCentre for Computational Intelligence, School of Computer Science and Electronic Engineering, University of Essex, Colchester, UK.
Alessia MelegaroDondena Centre for Research on Social Dynamics and Public Policy, Bocconi University, Milano, Italy alessia.melegaro@unibocconi.it.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionNegative public sentiment towards vaccination (PSV) poses significant challenges to the effectiveness of immunisation programmes, with dramatic effects on morbidity and mortality for vaccine-preventable diseases. Yet, health research is often shaped by economic and geopolitical factors rather than countries' epidemiological or healthcare needs. This study examines global patterns and drivers of PSV research on five vaccines-polio, measles, human papillomavirus, influenza and SARS-CoV-2-and evaluates the COVID-19 pandemic's impact on research volume, focus and distribution.

methodsWe conducted a machine-learning-assisted literature search on PSV without geographical, language or time constraints. Using natural language processing, network and statistical analyses, we examined the global PSV research landscape and identified geographical, epidemiological and economic drivers.

resultsWe analysed 13 287 articles and detected consistent literature growth from 1980 onwards, with vaccine-specific peaks following key licensing events. After 2020, publication volumes rose above projections for influenza (32%; 95% CI 20% to 46%) but declined for polio (-56%; 95% CI -68% to -26%) and measles (-17%; 95% CI -33% to 9%). Although PSV research had global coverage, its distribution was markedly imbalanced, largely shaped by country-specific economic factors. A few high-income countries (HICs) produced 72% of publications and the likelihood of a country being studied varied by income and vaccine. Foreign authorship also increased as the income of the studied country decreased (over 75% in low-income and middle-income countries vs below 50% in HIC).

conclusionsPSV research reveals persistent inequities, with a misalignment between countries leading research and populations most in need of its outcomes. These inequities, further exacerbated by COVID-19 disruptions, reflect systematic imbalances in global health. Our findings underscore the need to decolonise research by fostering leadership, agenda-setting and accountability that centre on the necessities of affected communities. Achieving this will require funding and publication reforms that promote equitable collaborations and elevate local priorities alongside long-standing global health objectives.

Indexed as

Global HealthVaccinationCOVID-19HumansSARS-CoV-2Child healthCOVID-19Global HealthPublic HealthVaccines

Identifiers

PMID41184027
PMCPMC12584572

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.