| Literature DB >> 35742483 |
Susanna Pardini1,2, Silvia Gabrielli2, Marco Dianti2, Caterina Novara1, Gesualdo M Zucco3, Ornella Mich4, Stefano Forti2.
Abstract
Virtual Reality Environments (VREs) are widely deployed in mental health treatments, often associated with relaxation techniques. The personalization of natural VR-based scenarios is a key element that can further facilitate users' sense of presence and relaxation. This study explored the role of VREs' personalization in the user experience with an environment supporting relaxation, by deploying mixed methods.Entities:
Keywords: mental well-being; mixed-method study; non-clinical population; personalized virtual environment; user-experience; virtual reality
Mesh:
Year: 2022 PMID: 35742483 PMCID: PMC9223778 DOI: 10.3390/ijerph19127237
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure 1Screenshot of the interface.
Figure 2Flowchart procedure. Notes: DASS-21 = Depression, Anxiety and Stress Scale-21; STAI-Y = State-Trait Anxiety Inventory-Y1 and Y2; SAM = Self-Assessment Manikin; VAS = Visual Analogue Scale.
Data collection method and analysis.
| Data collection Method | Analysis Captured |
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Comparison between randomization orders.
| Randomization Order Group | M (SD) | F (1,18) |
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| 1 | 3.5 (1.1) | 1.47 | ns |
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| 1 | 5.2 (2.4) | 4.13 | ns |
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| 1 | 4.8 (2.2) | 2.55 | ns |
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| 1 | 7.8 (1.6) | 0.43 | ns |
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| 1 | 6.6 (2.4) | 1.67 | ns |
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| 1 | 2.4 (0.8) | 0.64 | ns |
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| 1 | 5.8 (2.7) | 2.22 | ns |
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| 1 | 5.6 (1.7) | 1.18 | ns |
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| 1 | 7.6 (0.9) | 2.95 | ns |
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| 1 | 7.6 (0.9) | 3.43 | ns |
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| 1 | 28.2 (7.6) | 0.16 | ns |
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| 1 | 25.2 (3.9) | 0.04 | ns |
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| 1 | 100.2 (14.3) | 0.15 | ns |
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| 1 | 105.1 (17.5) | 0.26 | ns |
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| 1 | 10.9 (2.2) | 0.07 | ns |
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| 1 | 10.3 (2.9) | 3.82 | ns |
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| 1 | 11.8 (5.5) | 1.81 | ns |
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| 1 | 17.2 (1.5) | 1.11 | ns |
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| 1 | 17.1 (3.1) | 3.86 | ns |
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| 1 | 16.5 (3.5) | 0.82 | ns |
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| 1 | 46.7 (7.5) | 0.66 | ns |
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| 1 | 45.7 (7.1) | 0.30 | ns |
Notes: Rand. order group = 1 (standard VRE before/personalized VRE after), 2 (personalized VRE before/standard VRE after); M (SD) = Mean (Standard Deviation); p = p-value; SAM_V = Self-Assessment Manikin_Valence; SAM_A = Self-Assessment Manikin_Arousal; SAM_D = Self-Assessment Manikin_Dominance/Control; VAS = Visual Analogue Scale; STAI-Y2 = State-Trait Anxiety Inventory-Y2 (regarding trait anxiety features); STAI-Y1 = State-Trait Anxiety Inventory-Y1 (regarding state-anxiety features).
Means and Standard Deviations related to self-report scales’ scores.
| Questionnaire | M (SD) |
|---|---|
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| 9.9 (6.9) |
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| 2.5 (2.5) |
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| 1.7 (1.9) |
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| 5.7 (3.6) |
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| 34.9 (6.1) |
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| 32.7 (9.1) |
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| 27.7 (6.1) |
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| 25.4 (4.2) |
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| 3.3 (0.7) |
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| 3.2 (1.3) |
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| 2.2 (1.1) |
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| 5.5 (1.7) |
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| 6.2 (2.4) |
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| 6.6 (2.5) |
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| 5.5 (1.4) |
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| 5.5 (2.1) |
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| 6 (1.7) |
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| 5.9 (1.6) |
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| 8 (1.3) |
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| 8.2 (1.6) |
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| 7.3 (2.3) |
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| 8 (1.1) |
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| 101.7 (16.9) |
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| 106.9 (15.1) |
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| 10.8 (2.6) |
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| 11.3 (2.5) |
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| 12.9 (4.5) |
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| 16.6 (2.1) |
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| 15.6 (3.7) |
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| 15.8 (3.4) |
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| 45.3 (7.9) |
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| 46.5 (6.4) |
Notes: T0 (assessment before VREs); st (assessment after standard VRE); p (assessment after personalized VRE); M (SD) = Mean (Standard Deviation); DASS_Tot = Depression, Anxiety and Stress Scale-21_Total score; DASS_D = Depression, Anxiety and Stress Scale-21_Depression scale; DASS_A = Depression, Anxiety and Stress Scale-21_Anxiety scale; DASS_S = Depression, Anxiety and Stress Scale-21_Stress scale; STAI-Y2 = State-Trait Anxiety Inventory-Y2 (regarding trait anxiety features); STAI-Y1 = State-Trait Anxiety Inventory-Y1 (regarding state-anxiety features); SAM_V = Self-Assessment Manikin_Valence; SAM_A = Self-Assessment Manikin_Arousal; SAM_D = Self-Assessment Manikin_Dominance/Control; VAS = Visual Analogue Scale.
Themes and quotes by users.
| Main Theme | User Quotes |
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| „Relaxing as in reality“ | „Especially for the birdsong which is what I feel when I rest in the country“ ( |
| „Reminiscence“ | „The countryside scenario reminds me of the area from which I come. This makes me feel at home“ ( |
| „Control“ | „The very fact of having been able to choose“ ( |
| „Realism of the stimuli“ | „In the standard context I found more elements similar to reality, I felt more comfortable“ ( |
Paired Samples t-test between psychological constructs administered at three different times.
| t (1,19) |
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| 0.42 | ns |
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| −1.58 | ns |
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| −1.29 | ns |
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Notes: T0 (assessment before VREs); st (assessment after standard VRE); p (assessment after personalized VRE); M (SD) = Mean (Standard Deviation); STAI-Y1 = State-Trait Anxiety Inventory-Y1 (regarding state-anxiety features); SAM_V = Self-Assessment Manikin_Valence; SAM_A = Self-Assessment Manikin_Arousal; SAM_D = Self-Assessment Manikin_Dominance/Control; VAS = Visual Analogue Scale; The bolded number correspond to data that are statistically significant.