Evidence map›Paper›PMID 41678817›Full record

Observational studyJournal of global health2026

Training in lung ultrasound for the diagnosis of lower respiratory tract infections in children under five years of age in rural healthcare facilities in Guatemala.

Clara García-Rodríguez, Elena Porras-López, Mercedes Bueno-Campaña, Fleur de Montbel, Isabel Cristina Lobos Medina, Ingris Winter, Ignacio Prieto-Egido

Abstract readObservational Study
In one paragraph

Observational study in Journal of global health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Clara García-RodríguezDepartment of Paediatrics and Neonatology, Hospital Universitario del Tajo, Aranjuez, Spain.
Elena Porras-LópezDepartment of Paediatrics and Neonatology, Hospital Universitario Fundación Alcorcón, Alcorcón, Spain.
Mercedes Bueno-CampañaDepartment of Paediatrics and Neonatology, Hospital Universitario Fundación Alcorcón, Alcorcón, Spain.
Fleur de MontbelFundación EHAS, Madrid, Spain.
Isabel Cristina Lobos MedinaAsociación TulaSalud, ONG, Cobán, Guatemala.
Ingris WinterAsociación TulaSalud, ONG, Cobán, Guatemala.
Ignacio Prieto-EgidoFundación EHAS, Madrid, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Lower respiratory tract infections (LRTI) in children under five years of age remain a leading cause of mortality, especially in low- and middle-income countries (LMIC). Although many of these deaths are preventable, accurate diagnosis of bacterial pneumonia is essential to ensure appropriate treatment and to reduce unnecessary antibiotic use. Imaging technologies are essential for improving the specificity of diagnoses; however, chest x-rays are often unavailable in rural LMIC settings. In this context, point-of-care lung ultrasound (POCLUS) offers a promising alternative, but the limited training remains a significant barrier to its widespread adoption and long-term sustainability. This study proposes and evaluates a training methodology to address this challenge. Methods: We conducted a pre-post observational study without a control group across 10 rural health districts in Alta Verapaz, Guatemala. We divided the training programme into four progressive phases: training in technical skills and basic image acquisition (phase 0); assessment of image acquisition skills (phase 1); evaluation of the ability to identify pathological findings (phase 2); and training in a diagnostic algorithm and evaluation in the clinical context (phase 3). In each phase, two specialists independently evaluated images, and a third resolved disagreements. We combined in-person and remote training activities and implemented them between April 2021 and December 2024. Results: A total of 23 healthcare professionals (six physicians, 15 nurses, and two nursing assistants) participated in the training. Of these, 19 successfully completed phase 1, 18 completed phase 2, and 13 completed phase 3. Eight participants discontinued the programme, primarily due to changes in professional roles or location. Conclusions: The blended learning model proposed in this study enabled physician and non-physician healthcare providers to use POCLUS to diagnose LRTI in children under five years of age in a rural primary care setting in a low-income country.

Indexed as

LungRespiratory Tract InfectionsRural Health ServicesChild, PreschoolFemaleGuatemalaHumansInfantMalePoint-of-Care SystemsResource-Limited SettingsUltrasonography

Identifiers

PMID41678817
PMCPMC12900549

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.