Evidence map›Paper›PMID 42225792›Full record

ArticleScientific reports2026

Effect of virtual reality environment complexity on tolerance and locomotor performance in healthy subjects.

Louis Riglet, Lucie Lordon, Nicolas Frenot, Lauranne Claquesin, Anaïs Gouteron, Eléa Ksiazek, Isabelle Fournel, Paul Ornetti, Mathieu Gueugnon

Abstract read
In one paragraph

Article in Scientific reports, 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

9 authors.

Louis RigletUniversité Bourgogne Europe, CHU Dijon Bourgogne, CIC 1432, Module Plurithématique, Plateforme d'Investigation Technologique, 21000, Dijon, France. louis.riglet@chu-dijon.fr.
Lucie LordonUniversité Bourgogne Europe, CHU Dijon Bourgogne, CIC 1432, Module Plurithématique, Plateforme d'Investigation Technologique, 21000, Dijon, France.
Nicolas FrenotUniversité Bourgogne Europe, CHU Dijon Bourgogne, CIC 1432, Module Plurithématique, Plateforme d'Investigation Technologique, 21000, Dijon, France.
Lauranne ClaquesinUniversité Bourgogne Europe, CHU Dijon Bourgogne, CIC 1432, Module Plurithématique, Plateforme d'Investigation Technologique, 21000, Dijon, France.
Anaïs GouteronUniversité Bourgogne Europe, CHU Dijon Bourgogne, CIC 1432, Module Plurithématique, Plateforme d'Investigation Technologique, 21000, Dijon, France.
Eléa KsiazekUniversité Bourgogne Europe, CHU Dijon Bourgogne, CIC 1432, Module Epidémiologique Clinique, 21000, Dijon, France.
Isabelle FournelUniversité Bourgogne Europe, CHU Dijon Bourgogne, CIC 1432, Module Epidémiologique Clinique, 21000, Dijon, France.
Paul OrnettiUniversité Bourgogne Europe, CHU Dijon Bourgogne, CIC 1432, Module Plurithématique, Plateforme d'Investigation Technologique, 21000, Dijon, France.
Mathieu GueugnonUniversité Bourgogne Europe, CHU Dijon Bourgogne, CIC 1432, Module Plurithématique, Plateforme d'Investigation Technologique, 21000, Dijon, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Early and effective rehabilitation is essential to optimize functional recovery and preserve patient autonomy in individuals with motor impairments. Among emerging gait rehabilitation approaches, Virtual Reality (VR) enables the simulation and control of ecologically valid environments and can reproduce complex situations from daily life. However, despite its increasing use for walking, it remains unclear how progressive increase in virtual environment complexity affects locomotor performance. Addressing this gap is essential to improve clinical understanding and ultimately optimize patient rehabilitation and care by understanding the influence of environmental constraints in walking. The aim of this study is to evaluate how increasing the complexity of virtual environments is tolerated by healthy subjects and affects locomotor performance and user immersion. Forty-five healthy volunteers performed flat and slope walking under two real conditions and three immersive VR conditions with increasing complexity. Locomotor parameters were recorded using inertial measurement units. Participants completed tolerance, incarnation and presence questionnaires and performed stability measurements using a baropodometric platform. Tolerance rate was 97.8% and 100%, without falls. No significant differences were observed in the overall questionnaire scores. Walking speed, cadence and stride length decreased significantly in immersions compared with real conditions for flat and sloped walk (p < 0.001). A significant increase in cadence between the virtual laboratory compared to the complex virtual environment was found (+ 2.1 step/min, p = 0.042) during flat walk only. Increasing VR environmental complexity appears to modulate locomotor performance in healthy individuals. Further studies in patient populations are needed to support clinical translation.

Indexed as

LocomotionVirtual RealityWalkingAdultFemaleGaitHealthy VolunteersHumansMalePostural BalanceUser-Computer InterfaceYoung AdultGaitImmersion therapyPostural balanceQuestionnairesVirtual reality

Identifiers

PMID42225792
PMCPMC13462747

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.