Evidence map›Paper›PMID 40896372›Full record

ArticleFrontiers in digital health2025

Professionals' perspectives on the challenges of implementing digital solutions in rehabilitation settings in Rwanda.

Kaisa Jokinen, Michael Oduor, Gerard Urimubenshi, Juliette Gasana, Jean Damascene Bigirimana, David K Tumusiime, Eeva Aartolahti, Kari-Pekka Murtonen, Katariina Korniloff

Abstract read
In one paragraph

Article in Frontiers in digital health, 2025. 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

9 authors.

Kaisa JokinenInstitute of Rehabilitation, Jamk University of Applied Sciences, Jyväskylä, Finland.
Michael OduorInstitute of Rehabilitation, Jamk University of Applied Sciences, Jyväskylä, Finland.
Gerard UrimubenshiDepartment of Physiotherapy, School of Health Sciences, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Juliette GasanaDepartment of Physiotherapy, School of Health Sciences, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Jean Damascene BigirimanaInstitute of Rehabilitation, Jamk University of Applied Sciences, Jyväskylä, Finland.
David K TumusiimeDepartment of Physiotherapy, School of Health Sciences, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Eeva AartolahtiInstitute of Rehabilitation, Jamk University of Applied Sciences, Jyväskylä, Finland.
Kari-Pekka MurtonenInstitute of Rehabilitation, Jamk University of Applied Sciences, Jyväskylä, Finland.
Katariina KorniloffInstitute of Rehabilitation, Jamk University of Applied Sciences, Jyväskylä, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The need for rehabilitation is unmet, especially in low- and middle-income countries such as Rwanda. Digital rehabilitation offers significant potential for delivering rehabilitation services in low-resource settings, and this study examines the challenges affecting the digitalization of rehabilitation. Semi-structured interviews and a survey were conducted in Rwanda with rehabilitation professionals to collect data for two different projects. The different datasets were analyzed using thematic analysis and inductive content analysis. As a result, three main concepts were formed: context-related factors, individual-related factors, and technology-related factors. Results suggest that the challenges in implementing digital solutions in rehabilitation settings in Rwanda encompass various domains, including socioeconomic factors, infrastructure, digital competency, regulatory frameworks, and user-related factors. In conclusion, because of multifaceted challenges, systemic-level change is needed to realize the potential of the digitalization of rehabilitation and other health care services in Rwanda.

Indexed as

digitalizationdigital rehabilitationdigital technologiesrehabilitationRwandasocioeconomic factors

Identifiers

PMID40896372
PMCPMC12391195

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.