Evidence map›Paper›PMID 42844609›Full record

ArticleBMC musculoskeletal disorders2026

"It's a black box": Physiotherapists' perspectives on sensorimotor control and the use of technology in this context to improve rehabilitation following ACL injury.

Sanna Mikko, Anna Cronström, Marlene Sandlund, Charlotte K Häger

Abstract read
In one paragraph

Article in BMC musculoskeletal disorders, 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

4 authors.

Sanna MikkoDepartment of Community Medicine and Rehabilitation, Umeå University, Umeå, Sweden. sanna.mikko@umu.se.
Anna CronströmDepartment of Health Sciences, Lund University, Lund, Sweden.
Marlene SandlundDepartment of Community Medicine and Rehabilitation, Umeå University, Umeå, Sweden.
Charlotte K HägerDepartment of Community Medicine and Rehabilitation, Umeå University, Umeå, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAnterior cruciate ligament (ACL) injuries commonly occur in non-contact situations, implicating that underlying deficits in sensorimotor control may contribute to both primary and secondary injury risk. Physiotherapists play a central role in rehabilitation and have opportunities to advance recovery by use of technology targeting sensorimotor control. The integration of technologies such as wearable sensors, virtual reality, and artificial intelligence methods may support more objective assessment and context-related training after ACL injury, but clinical implementation remains limited. This study explored physiotherapists' perspectives on sensorimotor control, including their view on how technology may support its assessment and rehabilitation following ACL injury.

methodsA qualitative design was used, comprising six digital focus group discussions with 22 physiotherapists experienced in ACL rehabilitation (median experience 7 years, range 3-27), with current positions including generalist physiotherapists, clinical specialists and researchers. Discussions were recorded, transcribed, and analysed using an inductive approach and reflexive thematic analysis (Braun and Clarke).

resultsThe analysis generated three themes: (1) Calling for measurable indicators of movement quality (2), Integrating technology as a meaningful complement to clinical assessment, and (3) Extending rehabilitation beyond the clinical walls. The physiotherapists called for methods to assess movement quality with outcome measures relevant to functional recovery and ACL re-injury risk. Although technologies were viewed as potentially supportive for assessment and rehabilitation, their added clinical value remained somewhat unclear. Adoption of technology was perceived to depend on the demonstration of clear clinical benefits, integration with clinical reasoning, and adaptation to emerging shifts in rehabilitation structures.

conclusionsThe physiotherapists expressed interest in technology to support sensorimotor assessment and rehabilitation after ACL injury. However, implementation was limited by uncertainty regarding the clinical value of sensorimotor outcomes. Future research needs to establish sensorimotor outcomes that are relevant for functional performance and/or re-injury risk and investigate whether educating physiotherapists in emerging technologies will improve the understanding of their potential and limitations as well as stimulate increased use. Co-creation between physiotherapists, researchers, and technology developers may help align emerging technologies with clinical workflows and reasoning.

Indexed as

Anterior Cruciate Ligament InjuriesAttitude of Health PersonnelPhysical TherapistsAdultDigital HealthFemaleFocus GroupsHumansMaleMiddle AgedQualitative ResearchACLDigital technologyFocus groupMovement controlMovement qualityPhysiotherapyPortable technologyQualitative studyWearable technology

Identifiers

PMID42844609
PMCPMC13644143

What OpenQuestion holds

Textmetadata
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.