Evidence map›Paper›PMID 41701937›Full record

ArticleJMIR rehabilitation and assistive technologies2026

Exploring the Influence of Digitalization on Multidisciplinary Poststroke Rehabilitation Practice: Qualitative Study.

Ann Marie Hestetun-Mandrup, Charlotta Hamre, Anne Lund, Anne Catrine Trægde Martinsen, Hong-Gu He, Minna Pikkarainen

Abstract read
In one paragraph

Article in JMIR rehabilitation and assistive technologies, 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

6 authors.

Ann Marie Hestetun-MandrupDepartment of Rehabilitation Science and Health Technology, Faculty of Health, OsloMet - Oslo Metropolitan University, Pb. 4 St. Olavs Plass, Oslo, 0130, Norway, 47 40674994.ORCID http://orcid.org/0009-0005-1833-0619
Charlotta HamreDepartment for Research and Education, Sunnaas Rehabilitation Hospital, Oslo, Norway.ORCID http://orcid.org/0000-0002-2188-0022
Anne LundDepartment of Rehabilitation Science and Health Technology, Faculty of Health, OsloMet - Oslo Metropolitan University, Pb. 4 St. Olavs Plass, Oslo, 0130, Norway, 47 40674994.ORCID http://orcid.org/0000-0003-3180-8013
Anne Catrine Trægde MartinsenDepartment of Rehabilitation Science and Health Technology, Faculty of Health, OsloMet - Oslo Metropolitan University, Pb. 4 St. Olavs Plass, Oslo, 0130, Norway, 47 40674994.ORCID http://orcid.org/0009-0008-9017-6347
Hong-Gu HeAlice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0001-8545-1123
Minna PikkarainenDepartment of Rehabilitation Science and Health Technology, Faculty of Health, OsloMet - Oslo Metropolitan University, Pb. 4 St. Olavs Plass, Oslo, 0130, Norway, 47 40674994.ORCID http://orcid.org/0000-0003-4516-6584

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Leveraging digital technologies in health care is recognized as essential for effective and efficient services. However, significant challenges remain in implementing these technologies in stroke rehabilitation practice, and research on their influence is limited. Objective: This study aimed to explore the current influence of digital technologies on stroke rehabilitation practices and consider how these technologies could shape the future landscape of rehabilitation for multidisciplinary health care professionals in poststroke rehabilitation. Methods: A qualitative, exploratory design was used. Data were collected from 12 experienced multidisciplinary health care professionals at 2 Norwegian rehabilitation settings via semistructured interviews, and the data were analyzed using reflexive thematic analysis. Data analysis was guided by social practice theory. Results: The 12 participants included experienced physiotherapists, occupational therapists, speech therapists, nurses, physicians, and social workers. The following three main themes were generated: (1) Outsourcing information about and to stroke survivors: coordination and continuity within and across services (subthemes on follow-up and interservice collaboration, and user-centered approaches); (2) Navigating the ambivalence of remaining human relations in digital psychosocial support conversations (highlighting multidisciplinary challenges in building relational depth and addressing sensitive topics); and (3) Enhancing digital supplements for assessment and engagement in motor rehabilitation (subthemes on progress monitoring and motor skills exercises). Overall, the use of digital technologies in specialized stroke rehabilitation practices was seen as an adjunct to practices. While digital technologies influenced rehabilitation practices, ambivalence and challenges were noted, particularly in digitalizing multidisciplinary psychological support and exercise programs. Systems for sharing medical records and goal-setting apps, which enhance coordination and involve stroke survivors, were emphasized as future digital technologies that can shape stroke rehabilitation. Conclusions: Health care professionals used various technologies in their daily specialist practices, as well as for the coordination and follow-up of stroke survivors after referral to community services. This study identified several organizational processes, roles, standards, and rules that can act as barriers or drivers to implementing digital technologies in practice. Viewing familiar digital technology as a supplement to existing practices, rather than as a singular solution for all areas of specialized stroke rehabilitation, offers significant potential for quality improvement. These findings provide valuable insights for technology developers, health care personnel, and user groups in specialized neurological rehabilitation settings.

Indexed as

digital technologydigital therapeuticsgoalspractice theoryrehabilitationstroke

Identifiers

PMID41701937
PMCPMC12912659

What OpenQuestion holds

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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.