Evidence map›Paper›PMID 41727213›Full record

ArticleFrontiers in sports and active living2026

Virtual reality as a training tool for athletes with intellectual disabilities: a study protocol.

Ivelina Kirilova, Milena Kuleva, Stefka Djobova, Mariana Borukova

Abstract read
In one paragraph

Article in Frontiers in sports and active living, 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.

Ivelina KirilovaDepartment of Adapted Physical Activity, National Sports Academy "Vassil Levski", Sofia, Bulgaria.
Milena KulevaDepartment of Information Technology for Motion Analysis, National Sports Academy "Vassil Levski", Sofia, Bulgaria.
Stefka DjobovaDepartment of Adapted Physical Activity, National Sports Academy "Vassil Levski", Sofia, Bulgaria.
Mariana BorukovaDepartment of Basketball, Volleyball, Handball, National Sports Academy "Vassil Levski", Sofia, Bulgaria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Immersive virtual reality (VR) is increasingly used in education and rehabilitation, yet little is known about its feasibility and tolerability among athletes with intellectual disabilities (ID). Understanding emotional, behavioral, and physical responses is essential before integrating VR into adapted sport training. Methods: This prospective, observational case-series included six male athletes with mild to moderate ID participating in adapted basketball training. Each athlete completed three sessions of low-motion, non-interactive 360° basketball-themed VR using the Meta Quest 3 headset. Emotional responses, behavioral indicators, static and dynamic balance, SSQ-aligned observational symptoms, and detailed usability logs were collected before, during, and after VR exposure. Descriptive statistics were used to summarize patterns across sessions. Results: Emotional grading remained predominantly positive across all sessions, with no VR-related negative affect. Engagement increased while distraction and hesitation decreased over time, indicating improved familiarity with immersive environments. Balance performance remained stable post-VR, with no signs of postural deterioration. SSQ-aligned monitoring showed negligible symptoms (98.1% scored zero), and no nausea occurred. Usability challenges were minor and primarily related to controller use, video initiation, and battery life. Discussion: Short, structured VR exposure was well tolerated and operationally feasible for athletes with ID. Findings support VR's potential as a safe and engaging supplementary tool in adapted basketball training, warranting further research with larger and more diverse samples.

Indexed as

adapted sporteducationintellectual disabilitiesSimulator Sickness Questionnaire (SSQ)virtual reality

Identifiers

PMID41727213
PMCPMC12919976

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.