Evidence map›Paper›PMID 40749042›Full record

ArticlePLOS global public health2025

Prioritizing countries for TB vaccine readiness research using a global stakeholder-centric approach.

Michelle M Gill, Rupali Limaye, Puck T Pelzer, Mike Frick, Andrew D Kerkhoff

Abstract read
In one paragraph

Article in PLOS global 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. 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.

Michelle M GillElizabeth Glaser Pediatric AIDS Foundation, Washington, DC, United States of America.ORCID https://orcid.org/0000-0002-7391-6947
Rupali LimayeDepartment of International Health, Johns Hopkins University, Baltimore, Maryland, United States of America.
Puck T PelzerKNCV Tuberculosis Foundation, The Hague, Netherlands.
Mike FrickTreatment Action Group, New York, New York, United States of America.
Andrew D KerkhoffDivision of HIV, Infectious Diseases & Global Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, University of California San Francisco, San Francisco, California, United States of America.ORCID https://orcid.org/0000-0002-5023-6658

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The promise of new tuberculosis (TB) vaccine candidates prompts the need for research on vaccine demand and health system readiness to help ensure effective and equitable vaccine deployment. We developed an approach to prioritizing countries for TB vaccine readiness research by combining stakeholder preferences, elicited through best-worst scaling (BWS) with an analytical hierarchy process (AHP) framework. We conducted a self-administered electronic survey targeting TB vaccine stakeholders involved in vaccine development, advocacy, and implementation across 23 of the 24 USAID TB priority countries, and key stakeholders working globally. The survey included BWS to determine the relative importance of 17 criteria for country selection. Stakeholders were recruited using an existing email list, a 'snowball' approach, and TB experts' recommendations. In a series of 13 choice tasks, respondents selected the most and least important criteria from four randomly generated criteria. The weights derived through BWS for each criterion were combined with country-specific scores for each criterion using publicly available data to determine the overall prioritization score for each country. Of 427 stakeholders, 115 (26%) completed the survey; 88% were from TB priority countries. Sixteen of 17 criteria were identified as 'important' using BWS. Overall country TB burden (weight = 11.1) and TB-related political will (weight = 10.3) were the most important, followed by burden of TB-related deaths (weight = 7.9), health systems strength (weight = 7.5), and adult COVID-19 coverage (weight = 7.4). The five countries with the highest prioritization scores were in sub-Saharan Africa. Three of them were selected alongside the highest-scoring country from South Asia, Europe and Central Asia, and East Asia as priority research settings in pursuit of regional diversity. This study demonstrates the successful use of the AHP combined with BWS, as a practical and transparent approach for prioritizing countries for TB vaccine readiness research which could be applied to support other evidence-based funding decisions in global public health.

Identifiers

PMID40749042
PMCPMC12316289

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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.