Evidence map›Paper›PMID 40251338›Full record

ArticleCommunications medicine2025

Geospatial analysis and scale-up modelling of the impact of mobile programming on access to essential childhood vaccinations in Yemen.

Kent Garber, Priyanka Kanth, Kebir Hassen, Sherin Varkey, Kyandindi Sumaili

Abstract read
In one paragraph

Article in Communications medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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.

Kent GarberUniversity of California, San Francisco, San Francisco, CA, USA. kent.garber@ucsf.edu.ORCID http://orcid.org/0009-0005-0351-5151
Priyanka KanthWorld Bank, Washington, DC, USA.ORCID http://orcid.org/0009-0005-0684-9827
Kebir HassenUNICEF, Sana'a, Yemen.
Sherin VarkeyWorld Bank, Addis Ababa, Ethiopia.
Kyandindi SumailiUNICEF, Sana'a, Yemen.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundChildhood vaccination rates in Yemen remain alarmingly low, and recent political developments have restricted vaccine delivery. Understanding population access to vaccinations through existing delivery modalities, including fixed and mobile services, is critical to inform strategies to improve access, increase coverage, and prevent outbreaks.

methodsWe developed a geospatial model of national and subnational vaccination access via fixed health facilities and mobile health teams, using newly developed datasets accounting for conflict-related effects. We calculated travel times to fixed health facilities and mobile sites offering immunizations and estimated the number and percentage of the under-5 population with access to vaccines. We also conducted a scale-up model to identify and prioritize locations where additional mobile teams would most improve vaccination access.

resultsWe estimate that in 2023, 66.3% (3.57 million) of the Yemeni under-5 population lived within a 30-minute walk of a health facility or mobile site offering vaccinations, compared to 56.5% living within a 30-minute walk of a health facility alone. Even with mobile contributions, we find substantial regional variation; in 13 of 22 governorates, more than one-third of children cannot access a vaccination site within 30 min. In our scale-up analysis, we identify optimal locations for 300 new mobile sites that would increase access by an additional 7.2% of the population.

conclusionsUsing mobile teams improves geographic access to vaccinations in Yemen; however, significant access gaps will remain even with dedicated scale-up efforts. Geospatial modelling offers a rigorous approach to evaluating the impact of different service delivery methods in conflict settings and can help optimize targeting strategies.

Identifiers

PMID40251338
PMCPMC12008410

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.