Evidence map›Paper›PMID 42284018›Full record

ArticleJournal of medical Internet research2026

Telehealth Usability, Engagement Patterns, and Technical Infrastructure in Managing Noncommunicable Diseases Among Health Care Professionals in Brazil, Ghana, Honduras, and the United Kingdom: Multinational Cross-Sectional Study.

Ken Brackstone, Roberta Lins Gonçalves, Adriana Silvina Pagano, Zilma Silveira Nogueira Reis, Seth Kwaku Afagbedzi, Lysien Ivania Zambrano, Tainá Costa Pereira Lopes, Sarah Almeida Cordeiro, Julia Macedo Nunes, Wagner Meira and 2 more

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

12 authors.

Ken Brackstone *University of Southampton, University Road, Southampton, England, SO171BJ, United Kingdom, 44(0)23 8059 5000.ORCID http://orcid.org/0000-0002-6882-3260
Roberta Lins Gonçalves *Universidade Federal do Amazonas, Manaus, Amazonas, Brazil.ORCID http://orcid.org/0000-0003-4976-0716
Adriana Silvina PaganoUniversidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.ORCID http://orcid.org/0000-0002-3150-3503
Zilma Silveira Nogueira ReisUniversidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.ORCID http://orcid.org/0000-0001-6374-9295
Seth Kwaku AfagbedziUniversity of Ghana, Accra, Greater Accra, Ghana.ORCID http://orcid.org/0000-0002-4566-8296
Lysien Ivania ZambranoNational Autonomous University of Honduras, Tegucigalpa, Francisco Morazán Department, Honduras.ORCID http://orcid.org/0000-0001-9002-5807
Tainá Costa Pereira LopesUniversidade Federal do Amazonas, Manaus, Amazonas, Brazil.ORCID http://orcid.org/0000-0002-2867-7027
Sarah Almeida CordeiroUniversidade Federal do Amazonas, Manaus, Amazonas, Brazil.ORCID http://orcid.org/0000-0003-4520-961X
Julia Macedo NunesUniversidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.ORCID http://orcid.org/0000-0003-2555-7190
Wagner MeiraUniversidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.ORCID http://orcid.org/0000-0002-2614-2723
James BatchelorUniversity of Southampton, University Road, Southampton, England, SO171BJ, United Kingdom, 44(0)23 8059 5000.ORCID http://orcid.org/0000-0002-5307-552X
Antonio Luiz Pinho RibeiroUniversidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.ORCID http://orcid.org/0000-0002-2740-0042

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Noncommunicable diseases (NCDs) account for over 70% of global deaths, with hypertension and diabetes serving as major contributors. The COVID-19 pandemic disrupted traditional health care services for NCDs and highlighted telehealth as a crucial alternative. Telehealth-encompassing synchronous and asynchronous electronic communication to deliver clinical services remotely-can overcome geographical barriers and enhance patient engagement. However, telehealth usability among health care professionals (HCPs) remains under-studied across low-, middle-, and high-income countries. Objective: This study aimed to examine which telehealth engagement patterns, technical infrastructure factors, and user profiles were most strongly associated with usability among HCPs and to descriptively compare these across 4 diverse countries: Brazil (high- to middle-income country), Ghana (low- to middle-income country), Honduras (low- to middle-income country), and the United Kingdom (high-income country). Methods: A multinational cross-sectional survey was conducted with 290 HCPs across 4 countries. Participants completed the System Usability Scale and provided data on telehealth engagement (eg, frequency, duration, and number of systems used), technical infrastructure (connection stability and support satisfaction), and their user profile (demographics, job role, and training received). Descriptive statistics summarized these patterns and usability scores. Multiple linear regression with bootstrap-based sensitivity analyses identified factors associated with telehealth usability. Given the nonprobability design, no formal inferential comparisons were made between countries. Instead, observed patterns were reported descriptively. Results: Higher telehealth usability scores were associated with greater connection stability (b=5.06, 95% CI 3.06-7.05), higher satisfaction with online support information (b=5.02, 95% CI 3.27-6.75), more frequent use (b=3.05, 95% CI 1.36-4.73), longer duration of use (b=1.59, 95% CI 0.49-2.68), and being a physician by profession (b=3.82, 95% CI 0.23-7.40). Average usability scores were highest among users in Ghana (mean 79.75, SD 14.19) and the United Kingdom (mean 79.00, SD 14.71), followed by Brazil (mean 72.01, SD 14.62) and Honduras (mean 63.09, SD 15.57). According to System Usability Scale guidelines, scores corresponded to "good" usability for users in Ghana, the United Kingdom, and Brazil and were below the "good" threshold for users in Honduras. While most users in Ghana (97/111, 87.4%), Honduras (31/38, 81.6%), and Brazil (57/80, 70.4%) reported using only 1 telehealth system, two-thirds of UK users (40/60, 66.7%) reported using 2 or more systems. User profiles also varied; prepandemic use was highest in Ghana (84/111, 75.7%) and lowest in Honduras (7/38, 18.4%). Other engagement patterns across countries were reported. Conclusions: Telehealth usability is driven by technical infrastructure reliability, a robust online support infrastructure, and an "experience effect" from frequent and long-term engagement. Descriptive differences in engagement patterns and infrastructure highlight the need for tailored strategies to address setting-specific challenges. These are essential to optimize telehealth integration and improve health care outcomes for patients with NCDs worldwide.

Indexed as

Health PersonnelNoncommunicable DiseasesTelemedicineAdultBrazilCross-Sectional StudiesDigital HealthFemaleGhanaHondurasHumansMaleMiddle AgedUnited KingdomHICshigh-income countrieshigh- to middle-income countriesHMICsLMICslow- to middle-income countriesnoncommunicable diseasestelehealth systemsusability

Identifiers

PMID42284018
PMCPMC13262407

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.