Evidence map›Paper›PMID 42518739›Full record

ArticleFrontiers in digital health2026

A consensus-based evaluation framework for telehealth in resource-constrained settings: evidence from a community Delphi study in Colombia.

John Michael Diaz, Ysabel Polanco, Lara Vargas Alvarez, Camila Penso, Ashley Cardona, Juan Fernando Mesa

Abstract read
In one paragraph

Article in Frontiers in digital 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.

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

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

6 authors.

John Michael DiazDepartment of Agricultural Education and Communication, University of Florida, Gainesville, FL, United States.
Ysabel PolancoFaculty of Medicine, Universidad de Antioquia, Medellín, Colombia.
Lara Vargas AlvarezDepartment of Agricultural Education and Communication, University of Florida, Gainesville, FL, United States.
Camila PensoDepartment of Agricultural Education and Communication, University of Florida, Gainesville, FL, United States.
Ashley CardonaDepartment of Agricultural Education and Communication, University of Florida, Gainesville, FL, United States.
Juan Fernando MesaFaculty of Medicine, Universidad de Antioquia, Medellín, Colombia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Telehealth has expanded rapidly as a strategy to improve access to health care for underserved populations, yet robust, equity-focused evaluation frameworks remain limited in low-resource and displacement-affected settings. In Colombia, rural and peri-urban communities such as Granizal face persistent geographic, financial, and infrastructural barriers to care despite formal insurance coverage. Community-informed approaches are needed to ensure that telehealth programs are responsive, effective, and sustainable. Methods: This study employed a three-round Delphi methodology to develop a consensus-based evaluation framework for a community telehealth program in Granizal, Antioquia. Fifteen panelists representing academic researchers, community health workers (promotoras de salud), and municipal decision-makers participated across all rounds. The panelists were selected and included according to their experience and expertise with telehealth services and also based on their community involvement specifically in Granizal. Phase 1 used open-ended questionnaires to elicit relevant data elements, barriers, engagement strategies, and access solutions. Responses were analyzed using thematic analysis. In Phase 2, panelists rated identified items using a five-point Likert scale. Phase 3 prioritized items meeting predefined consensus thresholds. Ethical approval was obtained from institutional review boards in Colombia and the United States. Results: Consensus was achieved across seven evaluation domains: pre-visit data, post-visit data, follow-up data, health post resources, barriers, community engagement strategies, and access solutions. Panelists prioritized comprehensive clinical and sociodemographic data, continuity of care indicators, patient experience measures, and follow-up outcomes related to adherence and quality of life. Key barriers included limited connectivity, insufficient infrastructure, fragmented insurance coverage, workforce instability, and lack of political commitment. CHWs were identified as central to patient engagement, digital literacy support, and program sustainability. The resulting framework integrates clinical, social, infrastructural, and behavioral indicators aligned with local realities. Conclusions: This study demonstrates the value of participatory, consensus-based approaches for designing telehealth evaluation frameworks in underserved settings. By embedding community health workers and local stakeholders in the evaluation process, the framework advances equity, contextual relevance, and implementation feasibility. The Granizal model offers a replicable approach for strengthening telehealth evaluation and decision-making in similar low-resource and displacement-affected communities.

Indexed as

Colombiacommunity-based participatory researchcommunity health workersDelphi methoddigital healthhealth equitytelehealthtelemedicine evaluation

Identifiers

PMID42518739
PMCPMC13381465

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.