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Record W4405561168 · doi:10.17761/2024-d-23-00078

Yoga in Virtual Reality Increases Experience of Presence but May Be Less Satisfying, More Difficult, and More Nausea-Unbalance Inducing

2024· article· en· W4405561168 on OpenAlexaff
Paul Frewen, Helena Amyot, Cassandra Ellis

Bibliographic record

VenueInternational Journal of Yoga Therapy · 2024
Typearticle
Languageen
FieldComputer Science
TopicVirtual Reality Applications and Impacts
Canadian institutionsWestern University
Fundersnot available
KeywordsHeadsetVirtual realityMultivariate analysis of variancePsychologyApplied psychologyMultimediaComputer scienceHuman–computer interaction

Abstract

fetched live from OpenAlex

As a result of the COVID-19 pandemic, yoga classes have increasingly been delivered in virtual formats via online videoconferencing. Virtual reality (VR) guided meditations have been found to be a satisfactory means of teaching meditation, but satisfaction with practicing yoga in VR has not been researched. The present study evaluated whether participants experience a greater sense of presence and satisfaction with yoga instruction provided through 360-degree videos when the videos are viewed in three dimensions through a VR headset compared to a standard two-dimensional display. Forty female undergraduate students first participated in a brief in-person yoga class, then two classes of equivalent length that were prerecorded 360-degree videos; all lessons took place during a single 1-hour session. One of the videos was viewed by 3D VR headset, and the other was viewed on a standard 2D laptop, with viewing order randomized across participants. After each of the three yoga classes, a questionnaire assessing spatial, interpersonal, and temporal presence; satisfaction; nausea-unbalance; and difficulty was administered. Split-plot repeated-measures multivariate analysis of variance revealed a significant main effect of delivery format, whereas the main effect for order of the virtual delivery formats and the interaction between the order and format were both nonsignificant. Follow-up univariate analyses revealed that the in-person yoga classes were associated with the greatest satisfaction and sense of presence compared to the two virtual delivery formats. Although the yoga instruction viewed through 3D VR headset was associated with a higher sense of presence than the 2D laptop viewing condition, it was also associated with more nausea-unbalance and difficulty and overall lower satisfaction.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0070.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.056
GPT teacher head0.361
Teacher spread0.305 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2024
Admission routes1
Has abstractyes

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