Evidence map›Paper›PMID 40555201›Full record

ArticleThe American journal of tropical medicine and hygiene2025

Evaluation of a Scalable Design for a Pediatric Telemedicine and Medication Delivery Service: A Prospective Cohort Study in Haiti.

Molly B Klarman, Xiaofei Chi, Youseline Cajusma, Katelyn E Flaherty, Jude Ronald Beausejour, Lerby Exantus, Valery Madsen Beau de Rochars, Chantale Baril, Torben K Becker, Matthew J Gurka and 1 more

Abstract read
In one paragraph

Article in The American journal of tropical medicine and hygiene, 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. 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

11 authors.

Molly B KlarmanDepartment of Pediatrics, University of Florida, Gainesville, Florida.
Xiaofei ChiDepartment of Pediatrics, University of Florida, Gainesville, Florida.
Youseline CajusmaDepartment of Pediatrics, University of Florida, Gainesville, Florida.
Katelyn E FlahertyDepartment of Environmental and Global Health, University of Florida, Gainesville, Florida.
Jude Ronald BeausejourDepartment of Pediatrics, University of Florida, Gainesville, Florida.
Lerby ExantusFaculté de Médecine et de Pharmacie, Université d'État d'Haiti, Port-au-Prince, Haiti.
Valery Madsen Beau de RocharsDepartment of Health Services Research, Management and Policy, University of Florida, Gainesville, Florida.
Chantale BarilFaculté de Médecine et de Pharmacie, Université d'État d'Haiti, Port-au-Prince, Haiti.
Torben K BeckerDepartment of Environmental and Global Health, University of Florida, Gainesville, Florida.
Matthew J GurkaDepartment of Public Health Sciences, University of Virginia, Charlottesville, Virginia.
Eric J NelsonDepartment of Pediatrics, University of Florida, Gainesville, Florida.

Funding

A novel approach to improve patient care and diarrheal disease research using mobile technologyDP5OD019893 · OD · UNIVERSITY OF FLORIDA · PI NELSON, ERIC JORGE · 2014 to 2018
$1.9M
Improving Performance of a Pediatric TeleMedicine and Medication Delivery Service through mHealth TechnologyR33TW012332 · FIC · UNIVERSITY OF FLORIDA · PI Eric Jorge Nelson · 2025 to 2026
$864k
FIC NIH HHS R33 TW012332NIH HHS DP5 OD019893
6 · The paper itself

Abstract

Early access to health care is essential to avert morbidity and mortality. A telemedicine and medication delivery service (TMDS) is an innovative solution to address this need; however, pathways to scalability are unclear. We sought to evaluate a scalable pediatric TMDS. A TMDS in Haiti was configured for scalability by triaging severe cases to hospital-level care, nonsevere cases with higher clinical uncertainty to in-person examinations at households, and nonsevere cases with low clinical uncertainty to medication delivery alone. This design was evaluated in a prospective cohort study conducted among pediatric patients 10 years old or younger. Clinical and operational metrics were compared with a formative reference study in which all nonsevere patients received an in-person examination. The primary outcomes were rates of clinical improvement/recovery and in-person care seeking at 10 days. In total, 1,043 cases were enrolled in the scalable TMDS mode, and 19% (190) of nonsevere cases received an in-person examination; 382 cases were enrolled in the reference study, and 94% (338) of nonsevere cases received an in-person examination. At 10 days, rates of improvement were similar for the scalable and reference modes. Rates of participants who sought follow-up care were 15% in the scalable mode and 24% in the reference mode. In the context of a 5-fold reduction of in-person examinations, participants in the scalable mode had noninferior rates of improvement at 10 days. These findings highlight an innovative and now scalable solution to improve early access to health care without compromising safety.

Indexed as

PediatricsTelemedicineChildChild, PreschoolFemaleHaitiHealth Services AccessibilityHumansInfantMaleProspective Studies

Identifiers

PMID40555201
PMCPMC12410253

What OpenQuestion holds

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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.