| Literature DB >> 36231385 |
Hongqidi Li1, Xueyan Du1, Huirui Ma1, Zhimeng Wang1,2, Yue Li1,3, Jianping Wu1.
Abstract
This study, based on the theory of restorative environmental, uses virtual reality (VR) technology to construct interactive restorative environments and discusses the influence of the experience of virtual restorative environment on individual creativity. A total of 72 college students were selected as participants in the study. Through psychological scales, three creativity tests, and EEG feedback data, the following conclusions were drawn: (1) The VR restorative environment experience improves individual creativity, especially the creative quality of cohesion; (2) the experience of the VR restorative environment enables participants to experience a desirable sense of presence. Compared with the restorative scene experience without interactive activities, the addition of interactive activities improves the individual sensory fidelity to a greater extent. (3) We cannot simply assume that the experience of the VR restorative environment with interactive activities will make individual creative performance better than non-interactive experience. Interaction with certain difficulty will increase cognitive load, thus disrupting individual creative performance. Garden scenes that can be explored freely and have no interaction can better promote individual creativity. (4) In the environmental experience, participants paid greater attention to natural elements, and the restorative environment they described was very similar to the environment they believed could foster creativity. This study's results provide evidence for the positive effects of the VR restorative environment experience on individuals and contributes to the cognitive exploration of the interaction between restorative environments and individuals in the future.Entities:
Keywords: EEG; creativity; presence; restorative environment; virtual reality
Mesh:
Year: 2022 PMID: 36231385 PMCID: PMC9565044 DOI: 10.3390/ijerph191912083
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure A2Examples of experimental scenarios. (a) Participants experience the urban scene without interaction. (b) Participants experience the garden scene without interaction. (c) Participants experience the restorative interaction scene. (d) Activity 1 of the restorative interaction scene: flying a kite. (e) Activity 2 of the restorative interaction scene: feeding the birds. (f) Activity 3 of the restorative interaction scene: fishing. (g) Activity 4 of the restorative interaction scene: watering the crops.
Figure 1Procedure.
Figure A1Example of waves in different bands filtered by Acqknowledge.
Figure 2Descriptive statistical results of the total score and each dimension score of the Presence Questionnaire. Note: * represents p < 0.05, *** represents p < 0.001.
Post-test results.
| (I) Scene1 | (J) Scene2 | SE |
| 95% CI | ||
|---|---|---|---|---|---|---|
| Sensory Fidelity | urban | garden | 0.143 | 0.886 | 0.872 | [−1.625, 1.911] |
| interactive garden | −2.067 * | 0.817 | 0.014 | [−3.697, −0.437] | ||
| garden | interactive garden | −2.210 * | 0.817 | 0.009 | [−3.84, −0.579] |
* represents p < 0.05.
Figure 3Descriptive statistical results of the scores of AUT.
Figure 4Descriptive statistical results of the scores of AUT.
Results of variance analysis of the change of AUT.
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| AUT | 0.068 | 2 | 63 | 0.934 | 0.002 |
| Fluency | 0.09 | 2 | 63 | 0.914 | 0.003 |
| Flexibility | 0.157 | 2 | 63 | 0.855 | 0.005 |
| Uniqueness | 0.104 | 2 | 63 | 0.902 | 0.003 |
| Persistence | 0.234 | 2 | 63 | 0.792 | 0.007 |
Figure 5Descriptive statistical results of the total score of TCT-DP.
Figure 6Descriptive statistical results of TCT-DP dimension score of the pre- and post-test. Note: * represents p < 0.05, ** represents p < 0.01, and *** represents p < 0.001. 1: Continuations (Cn); 2: completion (Cm); 3: new elements (Ne); 4: connections made with a line (Cl); 5: connections made to produce a theme (Cth); 6: boundary breaking that is fragment-dependent (Bfd); 7: boundary breaking that is fragment-independent (Bfi); 8: perspective (Pe); 9: humor and affectivity (Hu); 10: unconventionality, a (Uc_a); 11: unconventionality, b (Uc_b); 12: unconventionality, c (Uc_c); 13: unconventionality, d (Uc_d); 14: speed (Sp).
Figure 7Descriptive statistical results of the TCT-DP score changes for the three scenes in each dimension. Note: ** represents p < 0.01. 1: Continuations (Cn); 2: completion (Cm); 3: new elements (Ne); 4: connections made with a line (Cl); 5: connections made to produce a theme (Cth); 6: boundary breaking that is fragment-dependent (Bfd); 7: boundary breaking that is fragment-independent (Bfi); 8: perspective (Pe); 9: humor and affectivity (Hu); 10: unconventionality, a (Uc_a); 11: unconventionality, b (Uc_b); 12: unconventionality, c (Uc_c); 13: unconventionality, d (Uc_d); 14: speed (Sp).
Results of variance analysis of the change of TCT-DP.
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| TCT-DP | 0.536 | 2 | 63 | 0.588 | 0.017 |
| Cn | 1.058 | 2 | 63 | 0.353 | 0.032 |
| Cm | 2.11 | 2 | 63 | 0.13 | 0.063 |
| Ne | 1.918 | 2 | 63 | 0.155 | 0.057 |
| Cl | 1.392 | 2 | 63 | 0.256 | 0.042 |
| Cth | 0.122 | 2 | 63 | 0.885 | 0.004 |
| Bfd | 0.329 | 2 | 63 | 0.721 | 0.01 |
| Bfi | 0.91 | 2 | 63 | 0.408 | 0.028 |
| Pe | 0.42 | 2 | 63 | 0.659 | 0.013 |
| Hu | 1.224 | 2 | 63 | 0.301 | 0.037 |
| Uc_a | 4.146 * | 2 | 63 | 0.02 | 0.116 |
| Uc_b | 2.008 | 2 | 63 | 0.143 | 0.06 |
| Uc_c | 0.972 | 2 | 63 | 0.384 | 0.03 |
| Uc_d | 5.55 ** | 2 | 63 | 0.006 | 0.15 |
| Sp | 0.234 | 2 | 63 | 0.792 | 0.007 |
Note: * represents p < 0.05, ** represents p < 0.01. TCT-DP represents the change of the overall TCT-DP. 1: Continuations (Cn); 2: completion (Cm); 3: new elements (Ne); 4: connections made with a line (Cl); 5: connections made to produce a theme (Cth); 6: boundary breaking that is fragment-dependent (Bfd); 7: boundary breaking that is fragment-independent (Bfi); 8: perspective (Pe); 9: humor and affectivity (Hu); 10: unconventionality, a (Uc_a); 11: unconventionality, b (Uc_b); 12: unconventionality, c (Uc_c); 13: unconventionality, d (Uc_d); 14: speed (Sp).
Figure 8Descriptive statistical results of the total score of CRAT. Note: * represents p < 0.05, ** represents p < 0.01, and *** represents p < 0.001.
Paired comparison results of CRAT1.
| (I) Scene1 | (J) Scene2 | SE |
| 95% CI | ||
|---|---|---|---|---|---|---|
| CRAT1 | urban | garden | −4.93 9 * | 2.03 | 0.018 | [−8.99, −0.8] |
| interactive garden | 0.26 | 1.829 | 0.888 | [−3.4, 3.91] | ||
| garden | interactive garden | 5.198 * | 1.887 | 0.008 | [1.43, 8.97] |
Note: * represents p < 0.05.
Paired comparison results of the change of CRAT.
| (I) Scene1 | (J) Scene2 | SE |
| 95% CI | |
|---|---|---|---|---|---|
| urban | garden | −3.483 | 1.782 | 0.055 | [−7.045, 0.078] |
| interactive garden | 2.743 | 1.606 | 0.093 | [−0.466, 5.952] | |
| garden | interactive garden | 6.226 | 1.657 | <0.001 | [2.915, 9.538] |
Figure 9Descriptive statistical results 1 of PSD in different frequency bands.
Figure 10Descriptive statistical results 2 of PSD in different frequency bands.
Results of multivariate test of PSD in each frequency band.
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| time | 63.070 *** | 2 | 64 | <0.001 | 0.663 |
| time × scene | 0.471 | 4 | 130 | 0.757 | 0.014 | |
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| time | 191.233 *** | 2 | 64 | <0.001 | 0.857 |
| time × scene | 0.785 | 4 | 130 | 0.537 | 0.024 | |
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| time | 186.383 *** | 2 | 64 | <0.001 | 0.853 |
| time × scene | 0.593 | 4 | 130 | 0.267 | 0.018 | |
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| time | 227.151 *** | 2 | 64 | <0.001 | 0.877 |
| time × scene | 3.26 | 4 | 130 | 0.014 | 0.091 | |
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| time | 182.207 *** | 2 | 64 | <0.001 | 0.851 |
| time × scene | 4.412 ** | 4 | 130 | 0.002 | 0.12 |
Note: ** represents p < 0.01, and *** represents p < 0.001.
Post-test results.
| I (Time1) | J (Time2) | SE |
| 95% CI | ||
|---|---|---|---|---|---|---|
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| 1 | 2 | −0.702 *** | 0.111 | <0.001 | [−0.923, −0.48] |
| 3 | 0.23 | 0.121 | 0.062 | [−0.012, 0.472] | ||
| 2 | 3 | 0.932 *** | 0.087 | <0.001 | [0.759, 1.105] | |
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| 1 | 2 | −1.453 *** | 0.096 | <0.001 | [−1.645, −1.261] |
| 3 | −0.328 *** | 0.097 | 0.001 | [−0.522, −0.134] | ||
| 2 | 3 | 1.125 *** | 0.066 | <0.001 | [0.993, 1.258] | |
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| 1 | 2 | −1.244 *** | 0.089 | <0.001 | [−1.416, −1.072] |
| 3 | −0.304 *** | 0.082 | <0.001 | [−0.468, −0.14] | ||
| 2 | 3 | 0.940 *** | 0.053 | <0.001 | [0.834, 1.047] | |
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| 1 | 2 | −1.643 *** | 0.096 | <0.001 | [−1.835, −1.45] |
| 3 | −0.326 *** | 0.098 | 0.001 | [−0.522, −0.131] | ||
| 2 | 3 | 1.317 *** | 0.072 | <0.001 | [1.173, 1.461] | |
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| 1 | 2 | −1.804 *** | 0.111 | <0.001 | [−2.025, −1.583] |
| 3 | −0.238 *** | 0.107 | 0.03 | [−0.452, −0.023] | ||
| 2 | 3 | 1.566 *** | 0.111 | <0.001 | [1.378, 1.755] |
Note: and *** represents p < 0.001.
Figure 11Descriptive statistical results of PSD calculation indicators.
Results of multivariate test of calculation indicators.
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| BBR | time | 21.481 *** | 2 | 64 | <0.001 | 0.402 |
| time × scene | 3.496 ** | 4 | 130 | 0.01 | 0.097 | |
| EI | time | 16.615 *** | 2 | 64 | <0.001 | 0.342 |
| time × scene | 4.352 ** | 4 | 130 | 0.002 | 0.118 | |
| TBR | time | 2.897 | 2 | 64 | 0.062 | 0.083 |
| time × scene | 4.141 ** | 4 | 130 | 0.003 | 0.113 |
Note: ** represents p < 0.01, and *** represents p < 0.001.
Post-test results.
| I (Time1) | J (Time2) | SE |
| 95% CI | ||
|---|---|---|---|---|---|---|
| BBR | 1 | 2 | −0.278 *** | 0.056 | <0.001 | [−0.39, −0.166] |
| 3 | 0.062 | 0.052 | 0.233 | [−0.041, 0.165] | ||
| 2 | 3 | 0.034 *** | 0.053 | <0.001 | [0.234, 0.447] | |
| EI | 1 | 2 | 0.430 *** | 0.084 | <0.001 | [−0.598, −0.262] |
| 3 | −0.328 *** | 0.097 | 0.001 | [−0.522, −0.134] | ||
| 2 | 3 | 1.125 *** | 0.066 | <0.001 | [0.993, 1.258] | |
| TBR | 1 | 2 | 0.190 * | 0.091 | 0.041 | [0.008, 0.371] |
| 3 | −0.002 | 0.089 | 0.985 | [−0.18, 0.176] | ||
| 2 | 3 | −0.191 * | 0.09 | 0.037 | [−0.371, −0.012] |
Note: * represents p < 0.05, and *** represents p < 0.001.
Post-test results.
| Scene | Indicator | I (Time1) | J (Time2) |
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| 95% CI | |
|---|---|---|---|---|---|---|---|
| urban | BBR | 0 | 1 | −5.008 | <0.001 | −0.521 | [−0.738, −0.304] |
| 1 | 2 | 5.742 | <0.001 | 0.526 | [0.335, 0.718] | ||
| EI | 0 | 1 | −4.774 | <0.001 | −0.820 | [−1.179, −0.462] | |
| 1 | 2 | 4.593 | <0.001 | 0.717 | [0.391, 1.043] | ||
| TBR | 0 | 1 | 3.145 | 0.005 | 0.581 | [0.196, 0.966] | |
| 1 | 2 | −3.014 | 0.007 | −0.508 | [−0.860, −0.156] | ||
| garden | BBR | 0 | 1 | −2.864 | 0.01 | −0.302 | [−0.523, −0.081] |
| 1 | 2 | 3.589 | 0.002 | 0.409 | [0.170, 0.647] | ||
| EI | 0 | 1 | −3.142 | 0.005 | −0.480 | [−0.800, −0.160] | |
| 1 | 2 | 3.372 | 0.003 | 0.563 | [0.214, 0.912] | ||
| TBR | 0 | 1 | 1.602 | 0.126 | 0.261 | [−0.080, 0.602] | |
| 1 | 2 | −1.919 | 0.07 | −0.346 | [−0.723, 0.031] | ||
| interactive garden | BBR | 0 | 1 | −0.352 | 0.728 | −0.028 | [−0.193, 0.136] |
| 1 | 2 | 1.743 | 0.093 | 0.141 | [−0.025, 0.306] | ||
| EI | 0 | 1 | −0.072 | 0.943 | –0.008 | [−0.237, 0.221] | |
| 1 | 2 | 0.372 | 0.713 | 0.044 | [−0.200, 0.289] | ||
| TBR | 0 | 1 | −2.079 | 0.047 | −0.253 | [−0.502, −0.003] | |
| 1 | 2 | 1.673 | 0.106 | −0.213 | [−0.048, 0.473] |
Figure 12Descriptive statistical results of the change of PSD in different frequency bands.
Results of one-way ANOVA of PSD changes in each frequency band.
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| 2.758 | 2 | 65 | 0.071 | 0.078 |
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| 0.935 | 2 | 65 | 0.398 | 0.097 |
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| 0.044 | 2 | 65 | 0.957 | 0.001 |
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| 5.861 ** | 2 | 65 | 0.005 | 0.153 |
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| 7.701 *** | 2 | 65 | 0.001 | 0.192 |
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| 0.607 | 2 | 65 | 0.548 | 0.018 |
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| 1.844 | 2 | 65 | 0.166 | 0.054 |
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| 0.254 | 2 | 65 | 0.777 | 0.008 |
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| 6.351 ** | 2 | 65 | 0.003 | 0.163 |
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| 7.724 ** | 2 | 65 | 0.001 | 0.192 |
Note: ** represents p < 0.01, and *** represents p < 0.001.
Post-test results.
| I (Scene1) | J (Scene2) | SE |
| 95% CI | ||
|---|---|---|---|---|---|---|
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| urban | garden | −0.457 | 0.312 | 0.148 | [−1.081, 0.166] |
| interactive garden | −0.663 * | 0.285 | 0.023 | [−1.231, −0.095] | ||
| interactive garden | garden | 0.206 | 0.293 | 0.485 | [−0.379, 0.791] | |
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| urban | garden | 0.132 | 0.11 | 0.236 | [−0.088, 0.352] |
| interactive garden | 0.338 *** | 0.1 | 0.001 | [0.137, 0.538] | ||
| interactive garden | garden | −0.206 | 0.103 | 0.051 | [−0.413, 0.001] | |
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| urban | garden | 0.112 | 0.093 | 0.235 | [−0.074, 0.298] |
| interactive garden | 0.324 *** | 0.085 | <0.001 | [0.154, 0.494] | ||
| interactive garden | garden | −0.212 ** | 0.087 | 0.018 | [−0.387, −0.038] | |
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| urban | garden | 0.015 | 0.208 | 0.943 | [−0.4, 0.43] |
| interactive garden | −0.171 | 0.19 | 0.371 | [−0.549, 0.208] | ||
| interactive garden | garden | 0.186 | 0.195 | 0.345 | [−0.204, 0.575] | |
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| urban | garden | 0.147 | 0.107 | 0.174 | [−0.066, 0.361] |
| interactive garden | 0.343 *** | 0.097 | 0.001 | [0.149, 0.538] | ||
| interactive garden | garden | −0.196 | 0.1 | 0.055 | [−0.397, 0.004] | |
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| urban | garden | 0.118 | 0.091 | 0.2 | [−0.064, 0.301] |
| interactive garden | 1.320 *** | 0.083 | <0.001 | [0.154, 0.487] | ||
| interactive garden | garden | −0.202 * | 0.086 | 0.022 | [−0.373, −0.031] |
Note: * represents p < 0.05, ** represents p < 0.01, and *** represents p < 0.001.
Figure 13Descriptive statistical results of the change of PSD in different frequency bands.
Results of one-way ANOVA of PSD changes in each frequency band.
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| 4.818 * | 2 | 65 | 0.011 | 0.129 |
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| 4.508 * | 2 | 65 | 0.015 | 0.122 |
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| 1.216 | 2 | 65 | 0.303 | 0.036 |
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| 4.589 * | 2 | 65 | 0.014 | 0.124 |
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| 4.077 * | 2 | 65 | 0.021 | 0.111 |
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| 0.239 | 2 | 65 | 0.788 | 0.007 |
Note: * represents p < 0.05.
Post-test results.
| I (Scene1) | J (Scene2) | SE |
| 95% CI | ||
|---|---|---|---|---|---|---|
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| urban | garden | 0.103 | 0.056 | 0.07 | [−0.008, 0.215] |
| interactive garden | 0.157 ** | 0.051 | 0.003 | [0.056, 0.259] | ||
| interactive garden | garden | −0.054 | 0.052 | 0.303 | [−0.159, 0.05] | |
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| urban | garden | 0.016 | 0.019 | 0.391 | [−0.022, 0.055] |
| interactive garden | 0.051 * | 0.017 | 0.005 | [0.016, 0.085] | ||
| interactive garden | garden | −0.034 | 0.018 | 0.062 | [−0.07, 0.002] | |
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| urban | garden | 0.049 | 0.051 | 0.336 | [−0.052, 0.15] |
| interactive garden | 0.136 * | 0.046 | 0.004 | [0.044, 0.229] | ||
| interactive garden | garden | −0.087 | 0.048 | 0.071 | [−0.182, 0.008] | |
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| urban | garden | 0.017 | 0.018 | 0.343 | [−0.019, 0.053] |
| interactive garden | 0.046 * | 0.016 | 0.007 | [0.013, 0.078] | ||
| interactive garden | garden | 0.01 | 0.021 | 0.628 | [−0.032, 0.053] |
Note: * represents p < 0.05, ** represents p < 0.01.
High-frequency word list.
| Topic | High-Frequency Words (in Order of Word Frequency from Highest to Lowest) |
|---|---|
| Creative environment | quiet, relax, comfortable, sky, sunshine, disturb, grassland, abundant, nature, birds’ song, position, surrounding, place, easily, encounter, sunset, color, experiment, novel, street, details, down, social, endless, flowers and plants, open space, drive, quiet cabin, beautiful sea, seaside, pressure, natural environment, mountain, sound, similar, close, smell, unique, light, breeze, noisy, air, clear, communication, change, art, bright, alone, park, sparse, cloudy day, temporary, baby, ugly, babble, touch, disturb, sad, towering, happy, soaring, various, gray, elements, dense, reach, similar, trend, potted, inside, cold, country, far away, music, building, think, silent, rain, varied, auditory, vitality, In the sight of, spectacular, sound of water, magnificent, ship, calm, sun, decoration, spring, things, slowly, light, mind blurred, hazy, comfortable, urge, crowded, leisure, air quality, autumn leaves, melancholy, four seasons, outdoor, lovely, indoor, novel, starry, sky, plants, pond, closed, night, reality, family, complex, home, filled with dirty, green leaves, blue, rain, release, lively, exuberant, weather, lakeside, freedom, in the garden, trees, flowers, sea, people |
| Elements of concern | sky, tree, river, flower, sunshine, road, plant, blue sky, flowers and flowers log, house, seat, swing, shadow, lake, meadow, forest, leaf, stone, building, water flow, sun, feeding, chair, leaf, vegetation, willow, business, district, crop, angular, reeds, colorful, vivid, walk, toward, lake, rocking, vegetables, clouds, birds, play, traffic, glass, fishing, fruit, path, shed, yard, shop, distant, signs, roadside, windmill, kite, statue, sculpture, farm, sound, colored, scene, parking space |
| Relaxed environment | natural, sunshine, quiet, seaside, fresh, grass, blue sky, park, birds’ song, fragrance of flowers, warm, air, element, playground, place, green, disturb, crowded, weather, plant, sky, clear, white cloud, open, prairie, trees, sea, close to river, evening, breeze, sound, quiet beach, open, boat, river, friend, countryside, barbecue, rare and sparse, temporarily, set, mountain, climbing, enjoy, high-rise, walk, self, dense forest, the sound of water, running, potted plants, far away, bench, far away from windowing, temple, recognize, the sound of rain, lonely, colorful, drive, clean water, beside the water, flat plain, peaceful, conflict, no one, silent, school, beautiful, elegant, dense, comfortable, separate, splendid, surround, lively, sheep, aroma, attic, easy, escape from, original, night, trees, play, under, anyone’s home, rest, luxuriant, lake, flowers and plants, lakeside, slow, lawn, crowd, murmur, slowly, indoor, outdoor, large, blue, water, large, sunny day, flowers and trees, garden, deserted, bed, forest, medium wide, rich, fishing, yard, log, cabin, virtual, wind, scenery, beautiful, familiar with waves, landscape, relaxation, growth, library, snow, cool, sports, experience, rainy day, scenery, at home, green, streams, private, green vision, noisy, animals and plants, open air |
Figure A6Semantic network analysis diagram of the elements of concern.
Figure A7Semantic network analysis diagram of a relaxed environment.
Figure A8Semantic network analysis diagram of the creative environment.
Figure A3Results of emotion analysis.
Figure A4Comparative analysis results of positive affective intensity.
Figure A5Comparative analysis results of negative affective intensity.