| Literature DB >> 33424061 |
Ting Yang1, Ivan Ka Wai Lai2, Zhao Bin Fan1, Qing Min Mo3.
Abstract
The continuous spread of the COVID-19 pandemic is causing people to feel anxiety and stress. This study constructs a four-layer research model to examine how a 360° virtual tour can reduce people's psychological stress through two types of presence (the sense of presence and telepresence) and affective-motivational states (enjoyment and involvement) in this extraordinary period of the COVID-19 pandemic. In order to test the moderating effect of involvement, partial least squares (PLS) analysis is employed to analyse valid data collected from 235 individuals. The results of this study indicate that telepresence has a higher impact in generating affective-motivational states than the sense of presence. Among the factors, enjoyment shows the highest effect on satisfaction with the 360° virtual tour experience and stress reduction; involvement moderates the effect of telepresence on satisfaction with the 360° virtual tour experience. This study also contributes to virtual reality research by distinguishing the concepts of 'sense of presence' and 'telepresence' as well as demonstrating the mechanisms whereby virtual reality technology influences people's psychological well-being. Timely recommendations are provided for people in order to reduce psychological stress during and after COVID-19 pandemic.Entities:
Keywords: 360° virtual tour; COVID-19; Enjoyment and involvement; Presence and telepresence; Psychological stress
Year: 2021 PMID: 33424061 PMCID: PMC7775825 DOI: 10.1016/j.techsoc.2020.101514
Source DB: PubMed Journal: Technol Soc ISSN: 0160-791X
The conceptual development of the research model.
| Hypothesis | This study | Previous study | Authors |
|---|---|---|---|
| H1a, H2a, H1b, H2b | Concept of presence → affective-motivational status | VR presence → VR enjoyment | Tussyadiah et al. [ |
| Presence → enjoyment | Van Damme et al. [ | ||
| H1c, H2c | Concept of presence → 360° virtual tour experience | Presence → shopping experience | Pizzi et al. [ |
| VR presence→ overall satisfaction | Wei et al. [ | ||
| Sense of presence → tourism brand experience | Bogicevic et al. [ | ||
| H3a, H4a | Affective-motivational status → 360° virtual tour experience | VR enjoyment → attitude change | Tussyadiah et al. [ |
| Perceived enjoyment → flow state | Kim and Hall [ | ||
| Involvement → flow experience | Kim and Ko [ | ||
| H3b, H4b | Affective-motivational status → psychological well-being | Enjoying natural environment → subjective well-being | Kim et al. [ |
| Involvement moderates the relationship between telepresence and 360° virtual tour experience | Sport involvement moderates the relationship between telepresence and flow experience | Kim and Ko [ | |
| 360° virtual tour experience → psychological well-being | Flow state → subject well-being | Kim and Hall [ |
Fig. 1Research model.
Sample characteristics (n = 235).
| Frequency | Percentage | ||
|---|---|---|---|
| Gender | Male | 106 | 45.1 |
| Female | 129 | 54.9 | |
| Age | 18–25 | 73 | 31.1 |
| 26–35 | 60 | 25.5 | |
| 36–45 | 47 | 20.0 | |
| 46–55 | 20 | 8.5 | |
| Over 55 | 35 | 14.9 | |
| Marital status | Single | 101 | 43.0 |
| Married | 134 | 57.0 | |
| Education (completed) | Below or secondary | 40 | 17.0 |
| Diploma | 52 | 22.1 | |
| Bachelor | 96 | 40.9 | |
| Master or above | 47 | 20.0 | |
| Monthly income (USD) | Under 300 | 31 | 13.2 |
| 301–450 | 17 | 7.2 | |
| 451–770 | 51 | 21.7 | |
| 771–1200 | 45 | 19.1 | |
| 1201–2300 | 55 | 23.4 | |
| 2301 or more | 36 | 15.3 | |
| Occupation | Professional | 71 | 30.2 |
| Business owner | 2 | 0.9 | |
| Service worker | 19 | 8.1 | |
| Office worker | 25 | 10.6 | |
| Civil servant | 8 | 3.4 | |
| Home maker | 6 | 2.6 | |
| Retiree | 15 | 6.4 | |
| Self-employed | 5 | 2.1 | |
| Student | 53 | 22.6 | |
| Other | 31 | 13.2 | |
| Experience with 360° virtual tour | First time | 180 | 76.6 |
| <6 months | 38 | 16.2 | |
| 6–12 months | 5 | 2.1 | |
| 13–24 months | 3 | 1.3 | |
| >24 months | 9 | 3.8 |
Reliability and validity of the constructs.
| Measurable Item | Mean | S.D. | Cronbach's alpha | PLS loadings | AVE | CR | |
|---|---|---|---|---|---|---|---|
| SP | Sense of presence (adapted from Pizzi et al. [ | 0.924 | 0.768 | 0.943 | |||
| SP1 | During experiencing the 360° virtual tour, I felt the normal experience of being in a tourist destination. | 4.442 | 1.420 | 0.875 | |||
| SP2 | During experiencing the 360° virtual tour, the destination attraction was the reality for me. | 4.674 | 1.344 | 0.906 | |||
| SP3 | When I memorized the 360° virtual tour, the images of the destination attraction like the place I have visited. | 4.545 | 1.394 | 0.901 | |||
| SP4 | During experiencing the 360° virtual tour, I was strongest by the destination attraction or of being elsewhere. | 4.814 | 1.274 | 0.842 | |||
| SP5 | During experiencing the 360° virtual tour, I often thought to myself that I was actually in the destination attraction. | 4.537 | 1.302 | 0.902 | |||
| EN | Enjoyment (adapted from Kim et al. [ | 0.948 | 0.828 | 0.960 | |||
| EN1 | Experiencing the 360° virtual tour was enjoyable for me. | 4.736 | 1.102 | 0.912 | |||
| EN2 | Experiencing the 360° virtual tour was exciting for me. | 4.553 | 1.245 | 0.916 | |||
| EN3 | Experiencing the 360° virtual tour was fun for me. | 4.932 | 1.150 | 0.907 | |||
| EN4 | Experiencing the 360° virtual tour was pleasurable for me. | 4.868 | 1.147 | 0.936 | |||
| EN5 | Experiencing the 360° virtual tour kept me happy. | 4.847 | 1.096 | 0.900 | |||
| TP | Telepresence (adapted from Kim and Ko [ | 0.898 | 0.831 | 0.937 | |||
| TP1 | When I was experiencing the 360° virtual tour, I forgot about my physical location. | 4.251 | 1.324 | 0.899 | |||
| TP2 | When I was experiencing the 360° virtual tour, I felt I was in a tourist destination. | 4.540 | 1.299 | 0.948 | |||
| TP3 | When I was experiencing the 360° virtual tour, I felt my mind was inside a tourist destination. | 4.698 | 1.173 | 0.900 | |||
| IN | Involvement (adapted from Kim and Ko [ | 0.807 | 0.721 | 0.886 | |||
| IN1 | To me the 360° virtual tour was irrelevant (1)/relevant (7) | 4.413 | 1.183 | 0.855 | |||
| IN2 | To me the 360° virtual tour was boring (1)/interesting (7) | 4.860 | 1.040 | 0.835 | |||
| IN3 | To me the 360° virtual tour was unimportant (1)/important (7) | 4.153 | 1.085 | 0.884 | |||
| SA | Satisfaction with the 360° virtual tour experience (adapted from Kim et al. [ | 0.863 | 0.785 | 0.916 | |||
| SA1 | I was satisfied with the authentic experience from the 360° virtual tour. | 5.030 | 1.081 | 0.878 | |||
| SA2 | I was satisfied with the genuine experience from the 360° virtual tour. | 4.872 | 1.126 | 0.898 | |||
| SA3 | I was satisfied with the unique experience from the 360° virtual tour. | 4.774 | 1.208 | 0.905 | |||
| SR | Stress reduction (four symptoms of stress acquired from betterheal.vic.gov.au [ | 0.964 | 0.902 | 0.973 | |||
| SR1 | After experiencing the 360° virtual tour, I felt that the tension caused by the COVID-19 epidemic has decreased. | 4.694 | 1.261 | 0.940 | |||
| SR2 | After experiencing the 360° virtual tour, I felt that the upset caused by the COVID-19 epidemic has decreased. | 4.745 | 1.246 | 0.961 | |||
| SR3 | After experiencing the 360° virtual tour, I felt that the panic caused by the COVID-19 epidemic has decreased. | 4.719 | 1.247 | 0.959 | |||
| SR4 | After experiencing the 360° virtual tour, I felt that the pressure caused by the COVID-19 epidemic has decreased. | 4.766 | 1.255 | 0.954 | |||
Discriminant validity.
| Construct | Fornell-Larcker Criterion | Heterotrait-Monotrait Ratio | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | (1) | (2) | (3) | (4) | (5) | |
| (1) EN | |||||||||||
| (2) IN | 0.780 | 0.886 | |||||||||
| (3) SA | 0.739 | 0.697 | 0.816 | 0.831 | |||||||
| (4) SP | 0.634 | 0.614 | 0.741 | 0.674 | 0.708 | 0.828 | |||||
| (5) SR | 0.742 | 0.664 | 0.656 | 0.601 | 0.775 | 0.748 | 0.719 | 0.636 | |||
| (6) TP | 0.701 | 0.661 | 0.754 | 0.782 | 0.668 | 0.753 | 0.772 | 0.852 | 0.857 | 0.718 | |
Note: EN = Enjoyment; IN=Involvement; SA= Satisfaction with the 360° virtual tour experience; SP=Sense of presence; SR=Stress reduction; TP = Telepresence.
Cross loadings.
| Indicator | Satisfaction | Enjoyment | Involvement | Sense of presence | Stress reduction | Telepresence |
|---|---|---|---|---|---|---|
| EN1 | 0.672 | 0.741 | 0.578 | 0.634 | 0.628 | |
| EN2 | 0.704 | 0.729 | 0.620 | 0.695 | 0.710 | |
| EN3 | 0.631 | 0.655 | 0.539 | 0.657 | 0.587 | |
| EN4 | 0.719 | 0.706 | 0.583 | 0.695 | 0.628 | |
| EN5 | 0.634 | 0.714 | 0.559 | 0.693 | 0.628 | |
| IN1 | 0.512 | 0.565 | 0.493 | 0.500 | 0.533 | |
| IN2 | 0.627 | 0.719 | 0.510 | 0.559 | 0.553 | |
| IN3 | 0.627 | 0.691 | 0.557 | 0.622 | 0.594 | |
| SA1 | 0.668 | 0.624 | 0.630 | 0.585 | 0.619 | |
| SA2 | 0.641 | 0.617 | 0.646 | 0.551 | 0.660 | |
| SA3 | 0.656 | 0.613 | 0.693 | 0.607 | 0.723 | |
| SP1 | 0.606 | 0.505 | 0.523 | 0.516 | 0.643 | |
| SP2 | 0.644 | 0.560 | 0.558 | 0.544 | 0.686 | |
| SP3 | 0.631 | 0.534 | 0.498 | 0.520 | 0.698 | |
| SP4 | 0.673 | 0.601 | 0.521 | 0.523 | 0.645 | |
| SP5 | 0.688 | 0.570 | 0.585 | 0.528 | 0.747 | |
| SR1 | 0.590 | 0.665 | 0.606 | 0.568 | 0.614 | |
| SR2 | 0.627 | 0.716 | 0.655 | 0.552 | 0.625 | |
| SR3 | 0.631 | 0.713 | 0.627 | 0.579 | 0.638 | |
| SR4 | 0.644 | 0.721 | 0.632 | 0.583 | 0.658 | |
| TP1 | 0.628 | 0.560 | 0.554 | 0.693 | 0.616 | |
| TP2 | 0.722 | 0.645 | 0.611 | 0.765 | 0.598 | |
| TP3 | 0.706 | 0.701 | 0.638 | 0.679 | 0.613 |
Fig. 2Results of the PLS analysis.
Results of PLS-SEM analysis.
| coefficient | p-value | f-square | VIF | Hypothesis | Result | |
|---|---|---|---|---|---|---|
| Sense of presence ->Enjoyment | 0.221 | 0.024 | 0.039 | 2.571 | H1a | Accept |
| Sense of presence ->Involvement | 0.250 | 0.001 | 0.045 | 2.571 | H1b | Accept |
| Sense of presence ->Satisfaction | 0.289 | 0.000 | 0.105 | 2.712 | H1c | Accept |
| Telepresence ->Enjoyment | 0.528 | 0.000 | 0.157 | 2.571 | H2a | Accept |
| Telepresence ->Involvement | 0.466 | 0.000 | 0.221 | 2.571 | H2b | Accept |
| Telepresence ->Satisfaction | 0.235 | 0.001 | 0.059 | 3.200 | H2c | Accept |
| Enjoyment ->Satisfaction | 0.268 | 0.000 | 0.081 | 3.045 | H3a | Accept |
| Enjoyment ->Stress reduction | 0.474 | 0.000 | 0.172 | 3.149 | H3b | Accept |
| Involvement ->Satisfaction | 0.164 | 0.009 | 0.033 | 2.798 | H4a | Accept |
| Involvement ->Stress reduction | 0.158 | 0.036 | 0.022 | 2.778 | H4b | Accept |
| TP x IN -> Satisfaction | −0.077 | 0.002 | 0.026 | 1.013 | Accept | |
| Satisfaction ->Stress reduction | 0.196 | 0.002 | 0.039 | 2.402 | Accept |
Fig. 3Simple slope test.
Effects on satisfaction with the 360° virtual tour experience and stress reduction.
| Direct effect | Indirect effect | Total effect | |
|---|---|---|---|
| Effects on satisfaction with the 360° virtual tour experience | |||
| Sense of presence | 0.289 | 0.100 (0.018) | 0.389 (0.000) |
| Telepresence | 0.235 | 0.218 (0.000) | 0.452 (0.000) |
| Enjoyment | 0.268 | 0.268 (0.000) | |
| Involvement | 0.164 | 0.164 (0.009) | |
| Effects on stress reduction | |||
| Sense of presence | 0.221 (0.001) | 0.221 (0.001) | |
| Telepresence | 0.412 (0.000) | 0.412 (0.000) | |
| Enjoyment | 0.474 | 0.053 (0.013) | 0.526 (0.000) |
| Involvement | 0.158 | 0.032 (0.042) | 0.190 (0.010) |