Evidence map›Paper›PMID 39864102›Full record

ArticleJMIR formative research2025

Characterizing Telehealth Barriers and Preferences to Promote Acceptable Implementation Strategies in Central Uganda: Multilevel Formative Evaluation.

Michael Kizito, Erina Nabunjo Mugabi, Sabrina Ford, Bree Holtz, Kelly Hirko

Abstract read
In one paragraph

Article in JMIR formative research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Barriers and Facilitators to Telehealth in Underserved Rural Communities: A Mixed-Methods Formative Evaluation.Health expectations : an international journal of public participation in health care and health policy · 2026
    Article
  3. Article
  4. Article
  5. 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

5 authors.

Michael Kizito *Department of Computer Science, Makerere University Kampala, Kampala, Uganda.ORCID 0000-0001-5661-9433
Erina Nabunjo Mugabi *Department of Health Policy Planning and Management, School of Public Health, Makerere University Kampala, Kampala, Uganda.ORCID 0009-0007-4307-9918
Sabrina Ford *College of Human Medicine, Michigan State University, East Lansing, MI, United States.ORCID 0000-0003-3565-4162
Bree Holtz *Department of Advertising & PR, College of Communication Arts & Sciences, Michigan State University, East Lansing, MI, United States.ORCID 0000-0001-8832-0049
Kelly HirkoDepartment of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI, United States.ORCID 0000-0002-0050-655X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Telehealth approaches can address health care access barriers and improve care delivery in resource-limited settings around the globe. Yet, telehealth adoption in Africa has been limited, due in part to an insufficient understanding of effective strategies for implementation. Objective: This study aimed to conduct a multi-level formative evaluation identifying barriers and facilitators for implementing telehealth among health service providers and patients in Central Uganda. Methods: We collected surveys characterizing telehealth perceptions, barriers, and preferences from health care providers and patients seeking primary care in the Central Region of Uganda from January 2022 to July 2022. Survey development was informed by the technology acceptance model and evaluated predictors of technology acceptance (ie, perceived usefulness, ease of use, and attitudes). We used descriptive statistics to characterize telehealth perceptions and examined differences according to provider and patient characteristics using Student t tests. Results: Nearly 79% (n=48) of 61 providers surveyed had used telehealth, and perceptions were generally favorable. While 93.4% (n=57) reported that telehealth adds value to clinical practice, less than half (n=30, 49.2%) felt telehealth was more efficient than in-person visits. Provider-reported barriers to telehealth included technology challenges for the patient (34/132, 26%), low patient engagement (25/132, 19%), and lack of implementation support (24/132, 18%). Telehealth use was lower among the 91 surveyed patients, with only 19.8% (n=18) having used telehealth. Although 89% (n=81) of patients reported saving time with telehealth approaches, 33.3% (n=30) of patients reported that telehealth made them feel uncomfortable, and 43.8% (n=39) reported concerns about confidentiality. Over 72% (n=66) of patients who had used telehealth previously reported satisfaction with the telehealth services they received. Several differences in perceptions of telehealth according to patient's self-reported health status were observed. Conclusions: Perceptions of telehealth were generally favorable, although higher among providers than patients. Barriers impeding telehealth use include technology challenges and the lack of infrastructure and implementation support. Findings from this study can inform the implementation of acceptable telehealth approaches to address disparities propagated by health care access barriers in Sub-Saharan Africa.

Indexed as

Attitude of Health PersonnelHealth PersonnelHealth Services AccessibilityPatient PreferenceTelemedicineAdultFemaleHumansMaleMiddle AgedPatient Acceptance of Health CarePrimary Health CareSurveys and QuestionnairesUgandaYoung AdultAfricabarrierbarriersdisparitiesformative evaluationhealth carehealth service providerpreferencesprimary careresource-limitedsatisfactionSub-Saharan AfricasurveytechnologytelehealthtelemedicineUgandautility

Identifiers

PMID39864102
PMCPMC11781756

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.