Climate Change Mitigation Behaviors in Tourists in Chinese Mountains
Abstract
1. Introduction
2. Literature Review and Hypothesis Development
2.1. Climate Change and Mountain Tourism
2.2. PMT and Climate Change Mitigation Behavior Intentions
2.3. Mediating Effect of Awe
2.4. Subjective Knowledge on Climate Change as a Moderator
3. Methodology
3.1. Measurement Scale and Questionnaire Design
3.2. Data Collection and Sample Descriptive Analysis
4. Results and Empirical Study
4.1. Common Method Bias
4.2. Exploratory Factor Analysis
4.3. Measurement Model
4.4. Hypothesis Testing
5. Discussion and Implications
5.1. General Discussion
5.2. Theoretical Implications
5.3. Practical Implications
6. Conclusions
7. Limitations and Recommendations for Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Construct | Cronbach’s Alpha | Composite Reliability (CR) | Average Variance Extracted (AVE) |
|---|---|---|---|
| Coping appraisal | 0.762 | 0.834 | 0.458 |
| Threat appraisal | 0.803 | 0.859 | 0.506 |
| Construct | Measurement Items | Source |
|---|---|---|
| Perceived vulnerability (PV) | How likely do you think it is that climate change will result in natural hazards in mountainous areas? | [3,28] |
| How likely do you think it is that climate change will result into changes in accessibility in mountainous areas? | ||
| How likely do you think it is that climate change will reduce landscape attractiveness due to reduced snow cover in mountainous areas? | ||
| Perceived severity (PS) | How severely will your tourism experience be influenced by natural hazards in mountainous areas? | [3,28] |
| How severely will your tourism experience be influenced if accessibility in mountainous areas is altered? | ||
| How severely will your tourism experience be influenced by reduced landscape attractiveness due to reduced snow cover? | ||
| Response efficacy (RE) | Living a green lifestyle helps to mitigate climate change. | [24,74,76] |
| Spreading climate change-related knowledge helps to mitigate climate change. | ||
| Reducing one’s carbon footprint while traveling helps to mitigate climate change. | ||
| Self-efficacy (SE) | I know how to take actions to mitigate climate change. | [75] |
| I have the ability to take actions that could mitigate climate change. | ||
| My individual actions will contribute to mitigating climate change. | ||
| Awe | The natural landscape during the visit appeared grand to me. | [77] |
| The natural landscape during the visit evoked awe in me. | ||
| The natural landscape during the visit made me feel awe. | ||
| The natural landscape during the visit was astonishingly beautiful. | ||
| Subjective knowledge on climate change (SK) | I have some general knowledge about climate change. | [28] |
| I know about the causes of climate change. | ||
| I know about the impacts of climate change. | ||
| I know how to respond to climate change. | ||
| Climate change mitigation behavior intention (CB) | I am interested in learning more about climate change in mountainous areas. | [24,74,76] |
| I am willing to live a green lifestyle. | ||
| I am willing to reduce my carbon footprint when traveling. |
| Variable | Characteristics | Frequency | Percentage |
|---|---|---|---|
| Gender | Male | 172 | 44 |
| Female | 219 | 56 | |
| Age | <25 | 134 | 34.3 |
| 25–40 | 128 | 32.7 | |
| 41–65 | 122 | 31.2 | |
| >65 | 7 | 1.8 | |
| Monthly salary | <3000 | 109 | 27.9 |
| 3000–5000 | 58 | 14.8 | |
| 5001–8000 | 88 | 22.5 | |
| >8000 | 136 | 34.8 | |
| Education | Junior high school and below | 7 | 1.8 |
| Senior high school or technical secondary school | 13 | 3.3 | |
| Junior college or bachelor’s degree | 291 | 74.4 | |
| Master’s degree or above | 80 | 20.5 |
| Construct | Items | Loadings | Mean | SD | Skewness | Kurtosis | VIF |
|---|---|---|---|---|---|---|---|
| SK | SK1 | 0.722 | 3.34 | 0.816 | −0.216 | 0.083 | 2.042 |
| SK2 | 0.825 | 3.39 | 0.795 | −0.345 | 0.254 | 2.299 | |
| SK3 | 0.928 | 3.76 | 0.723 | −1.028 | 2.186 | 1.720 | |
| SK4 | 0.625 | 3.45 | 0.776 | −0.263 | 0.048 | 1.462 | |
| PV | PV1 | 0.799 | 3.91 | 0.743 | −0.562 | 0.606 | 1.597 |
| PV2 | 0.86 | 3.99 | 0.778 | −0.681 | 1.112 | 1.791 | |
| PV3 | 0.8 | 3.84 | 0.878 | −0.525 | 0.105 | 1.393 | |
| PS | PS1 | 0.86 | 3.88 | 0.849 | −0.803 | 1.013 | 1.988 |
| PS2 | 0.906 | 3.76 | 0.896 | −0.560 | 0.233 | 2.434 | |
| PS3 | 0.832 | 3.48 | 0.919 | −0.428 | 0.109 | 1.756 | |
| RS | RE1 | 0.817 | 4.24 | 0.843 | −1.249 | 1.934 | 1.580 |
| RE2 | 0.853 | 4.01 | 0.786 | −0.650 | 0.610 | 1.617 | |
| RE3 | 0.825 | 4.10 | 0.840 | −0.790 | 0.551 | 1.626 | |
| SE | SE1 | 0.855 | 3.65 | 0.818 | −0.554 | 0.529 | 1.854 |
| SE2 | 0.875 | 3.45 | 0.890 | −0.383 | 0.175 | 2.034 | |
| SE3 | 0.837 | 3.70 | 0.844 | −0.707 | 0.692 | 1.670 | |
| AWE | AWE1 | 0.864 | 4.38 | 0.679 | −1.026 | 1.660 | 2.407 |
| AWE2 | 0.925 | 4.42 | 0.655 | −0.966 | 0.999 | 4.667 | |
| AWE3 | 0.9 | 4.44 | 0.680 | −1.101 | 1.130 | 3.962 | |
| AWE4 | 0.869 | 4.45 | 0.630 | −1.009 | 1.784 | 2.393 | |
| CB | CB1 | 0.799 | 4.10 | 0.640 | −0.270 | 0.093 | 1.662 |
| CB2 | 0.924 | 4.28 | 0.641 | −0.675 | 1.401 | 2.833 | |
| CB3 | 0.891 | 4.20 | 0.725 | −1.180 | 3.186 | 2.422 |
| Kairser–Meyer–Olkin Measure of Sampling Adequacy | 0.812 | |
| Bartlett’s Test of Sphericity | Approx. Chi-Squared | 4974.957 |
| df | 325 | |
| Sig. | <0.001 | |
| Construct | AWE | CB | SK | PS | PV | RE | SE |
|---|---|---|---|---|---|---|---|
| Awe (AWE) | 0.890 | 0.667 [0.592, 0.735] | 0.167 [0.108, 0.274] | 0.321 [0.230, 0.411] | 0.390 [0.279, 0.488] | 0.264 [0.158, 0.373] | 0.307 [0.207, 0.400] |
| Climate mitigation behavior Intention (CB) | 0.589 | 0.873 | 0.311 [0.193, 0.434] | 0.191 [0.094, 0.289] | 0.285 [0.154, 0.409] | 0.313 [0.188, 0.434] | 0.461 [0.351, 0.565] |
| Subjective knowledge on climate change (SK) | 0.200 | 0.288 | 0.783 | 0.067 [0.065, 0.152] | 0.210 [0.113, 0.331] | 0.085 [0.066, 0.200] | 0.412 [0.302, 0.522] |
| Perceived severity (PS) | 0.282 | 0.16 | 0.065 | 0.867 | 0.524 [0.427, 0620] | 0.156 [0.076, 0.268] | 0.197 [0.116, 0.290] |
| Perceived vulnerability (PV) | 0.323 | 0.228 | 0.178 | 0.421 | 0.820 | 0.153 [0.111, 0.252] | 0.191 [0.085, 0.307] |
| Response efficacy (RE) | 0.226 | 0.26 | 0.086 | 0.129 | 0.099 | 0.832 | 0.353 [0.230, 0.462] |
| Self-efficacy (SE) | 0.267 | 0.386 | 0.325 | 0.162 | 0.149 | 0.287 | 0.856 |
| Cronbach’s alpha | 0.913 | 0.843 | 0.822 | 0.833 | 0.757 | 0.778 | 0.817 |
| rho_c | 0.939 | 0.905 | 0.861 | 0.900 | 0.860 | 0.871 | 0.891 |
| AVE | 0.793 | 0.762 | 0.613 | 0.751 | 0.673 | 0.692 | 0.732 |
| Direct Path | β | SD | t | p | 95% CI | VIF |
|---|---|---|---|---|---|---|
| H1: TA→CB | 0.173 | 0.033 | 5.234 | <0.001 | [0.130, 0.324] | 1.160 |
| H2: CA→CB | 0.126 | 0.034 | 3.743 | <0.001 | [0.073, 0.181] | 1.119 |
| H3a: TA→AWE | 0.294 | 0.051 | 5.706 | <0.001 | [0.269, 0.440] | 1.054 |
| H3b: CA→AWE | 0.213 | 0.053 | 4.049 | <0.001 | [0.127, 0.299] | 1.157 |
| H3c: AWE→CB | 0.588 | 0.040 | 14.794 | <0.001 | [0.524, 0.655] | 1.230 |
| H4a: SK × TA→AWE | −0.102 | 0.048 | 2.130 | 0.033 | [−0.276, −0.021] | 1.165 |
| H4b: SK × CA→AWE | 0.018 | 0.050 | 0.349 | 0.727 | [−0.241, 0.029] | 1.235 |
| Indirect Path | β | SD | t | p | 95% CI |
|---|---|---|---|---|---|
| H3d: TA→AWE→CB | 0.151 | 0.03 | 4.968 | 0.000 | [0.103, 0.203] |
| H3e: CA→AWE→CB | 0.11 | 0.027 | 4.025 | 0.000 | [0.069, 0.159] |
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Huang, Y.; Liao, W.; Chao, R.-F. Climate Change Mitigation Behaviors in Tourists in Chinese Mountains. Sustainability 2025, 17, 10386. https://doi.org/10.3390/su172210386
Huang Y, Liao W, Chao R-F. Climate Change Mitigation Behaviors in Tourists in Chinese Mountains. Sustainability. 2025; 17(22):10386. https://doi.org/10.3390/su172210386
Chicago/Turabian StyleHuang, Yating, Wanling Liao, and Ren-Fang Chao. 2025. "Climate Change Mitigation Behaviors in Tourists in Chinese Mountains" Sustainability 17, no. 22: 10386. https://doi.org/10.3390/su172210386
APA StyleHuang, Y., Liao, W., & Chao, R.-F. (2025). Climate Change Mitigation Behaviors in Tourists in Chinese Mountains. Sustainability, 17(22), 10386. https://doi.org/10.3390/su172210386

