Evidence map›Paper›PMID 42397398›Full record

ArticleJMIR research protocols2026

Adoption of Telemedicine in Low-Resource Settings Through the Lens of Frugal Innovation: Protocol for a Systematic Review.

Christopher Adlung, Pouria Paridar, Caroline Figueroa, Christa Niehot, Nikita Kanumoory Mandyam, Cees van Beers, Saba Hinrichs-Krapels

Abstract read
In one paragraph

Article in JMIR research protocols, 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

7 authors.

Christopher Adlung *Faculty of Technology, Policy, and Management, Delft University of Technology, Building 31, Jaffalaan 5, Delft, 2628 BX, The Netherlands, 31 015 278 9111.ORCID 0009-0005-5032-2133
Pouria Paridar *Faculty of Technology, Policy, and Management, Delft University of Technology, Building 31, Jaffalaan 5, Delft, 2628 BX, The Netherlands, 31 015 278 9111.ORCID 0009-0004-5970-2098
Caroline Figueroa *Faculty of Technology, Policy, and Management, Delft University of Technology, Building 31, Jaffalaan 5, Delft, 2628 BX, The Netherlands, 31 015 278 9111.ORCID 0000-0003-0692-2244
Christa Niehot *Medical Library, Erasmus Medical Center Rotterdam, Rotterdam, The Netherlands.ORCID 0000-0002-3784-6697
Nikita Kanumoory Mandyam *Fuqua School of Business, Duke University, Durham, NC, United States.ORCID 0009-0004-8613-8752
Cees van Beers *Faculty of Technology, Policy, and Management, Delft University of Technology, Building 31, Jaffalaan 5, Delft, 2628 BX, The Netherlands, 31 015 278 9111.ORCID 0000-0001-6377-4845
Saba Hinrichs-Krapels *Faculty of Technology, Policy, and Management, Delft University of Technology, Building 31, Jaffalaan 5, Delft, 2628 BX, The Netherlands, 31 015 278 9111.ORCID 0000-0001-9043-8847

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Access to health care, especially in low-resource settings, remains a critical challenge for marginalized and underserved populations. Telemedicine, delivering medical advice remotely, has the potential to improve access to health care by reducing geographic and economic barriers. Its adoption, however, especially in low-resource settings, remains limited. Frugal innovation, characterized by solutions developed under tremendous resource constraints and prioritizing affordability, accessibility, and simplicity, offers valuable insights for enhancing telemedicine adoption. Rooted in a sociocultural approach, it is particularly relevant in low-resource health systems where complex, intersectoral challenges occur. Despite this potential, insights from frugal innovation have not been compared, contrasted, or studied alongside telemedicine in a systematic way. Objective: Our review aims to examine how frugal innovation contributes to the adoption of telemedicine in low-resource settings, with a particular focus on identifying frugal innovation characteristics that facilitate telemedicine adoption. Methods: Our PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses)-guided systematic review will examine case studies of adopted telemedicine applications in low-resource settings. Eligible studies need to demonstrate evidence of adoption and use in real-world health care settings. We will examine functions and features of telemedicine, along with frugal innovation characteristics, as demonstrated by each telemedicine application. The following databases were searched: MEDLINE ALL, Embase, Web of Science Core Collection, Cochrane Central Register of Controlled Trials, CINAHL, PsycInfo, Scopus, Dimensions, IEEE Xplore Digital Library, EconLit, the International HTA Database, LILACS (Latin American and Caribbean Literature on Health Sciences), the World Health Organization (WHO) Global Index Medicus, and the WHO Global Health Observatory. Results: Insights from our review will deepen the understanding of how health care technologies such as telemedicine can be positioned and configured to improve adoption in low-resource settings. Search results, delivered in February 2025, were followed by title and abstract screening in March 2025, full-text screening in April 2025, and final study selection and quality appraisal by November 2025. With dataset updates requested in December 2025, the data synthesis remains ongoing. The expected results will be published in 2026. Conclusions: This combined assessment will examine how frugal innovation can contribute to the adoption of telemedicine in low-resource settings. As a result, we expect that our findings will contribute to the development of frugal telemedicine as a sociotechnical artifact. The protocol is submitted to enhance transparency and rigor.

Indexed as

Resource-Limited SettingsTelemedicineHealth Services AccessibilityHumansSystematic Reviews as Topicadoptionfrugal innovationhealth care accesslow-resource settingstelemedicine

Identifiers

PMID42397398
PMCPMC13330645

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.