From Values to Policy Understanding: Linking Pro-Environmental Worldviews, Self-Efficacy, and Climate Risk Perceptions to Sustainability Policy in China
Abstract
1. Introduction
2. Literature Review and Hypothesis Development
2.1. Protection Motivation Theory
2.2. Pro-Environmental Worldviews and Policy Understanding
2.3. The Mediating Role of Environmental Self-Efficacy
2.4. The Moderating Role of Perceived Severity of Global Climate Change
3. Methods
3.1. Data and Sample
3.2. Measures
3.3. Data Analysis
4. Results
4.1. Test for Common Method Bias
4.2. Descriptive Statistics and Correlations
4.3. The Moderated Mediation Model Test
5. Discussion
5.1. General Discussion
5.2. Theoretical Contributions
5.3. Practical Implications
5.4. Limitations and Future Research
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| PMT | Protection Motivation Theory |
| CGSS | Chinese General Social Survey |
| PEW | Pro-environmental worldview |
| CNEP | Chinese version of the New Environmental Paradigm |
| ESE | Environmental self-efficacy |
| SSES | Subjective socioeconomic status |
| PSCG | Perceived severity of global climate change |
| EPU | Environmental policy understanding |
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| Variable | Mean | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
|---|---|---|---|---|---|---|---|---|---|---|
| 1. Gender | 1.520 | 0.500 | 1 | |||||||
| 2. SSES | 4.400 | 1.803 | 0.040 | 1 | ||||||
| 3. PSCG | 3.510 | 0.851 | 0.010 | −0.028 | 1 | |||||
| 4. EPU | 1.331 | 0.399 | −0.120 ** | 0.155 ** | 0.120 ** | 1 | ||||
| 5. PEW | 3.607 | 0.561 | −0.034 | −0.007 | 0.262 ** | 0.171 ** | 1 | |||
| 6. ESE | 2.809 | 0.774 | 0.001 | 0.085 ** | 0.137 ** | 0.209 ** | 0.185 ** | 1 | ||
| 7. Age | 48.089 | 17.721 | −0.065 ** | 0.024 | −0.066 ** | −0.188 ** | −0.268 ** | −0.175 ** | 1 | |
| 8. Education | 10.178 | 4.633 | −0.080 ** | 0.100 ** | 0.155 ** | 0.324 ** | 0.358 ** | 0.257 ** | −0.551 ** | 1 |
| Regression Equation | Match Index | Significance of Regression Coefficient | ||||
|---|---|---|---|---|---|---|
| Outcome Variables | Predictive Variables | R | R2 | F | β | t |
| EPU | PEW | 0.368 | 0.135 | 57.713 *** | 0.046 | 2.786 ** |
| Age | −0.001 | −1.492 *** | ||||
| Gender | −0.084 | −4.793 *** | ||||
| SSES | 0.030 | 6.166 *** | ||||
| Education | 0.022 | 9.367 *** | ||||
| ESE | PEW | 0.286 | 0.082 | 32.777 *** | 0.146 | 4.398 *** |
| Age | −0.002 | −1.680 | ||||
| Gender | 0.021 | 0.069 | ||||
| SSES | 0.029 | 3.011 ** | ||||
| Education | 0.031 | 6.648 *** | ||||
| EPU | PEW | 0.386 | 0.149 | 53.725 *** | 0.037 | 2.240 * |
| ESE | 0.063 | 5.418 *** | ||||
| Age | −0.001 | −1.291 | ||||
| Gender | −0.086 | −4.906 *** | ||||
| SSES | 0.028 | 5.819 *** | ||||
| Education | 0.020 | 8.499 *** | ||||
| Effect Size | Boot SE | Boot CI Lower | Boot CI Upper | Percentage | |
|---|---|---|---|---|---|
| Total effect | 0.046 | 0.017 | 0.014 | 0.079 | |
| Direct effect | 0.037 | 0.017 | 0.005 | 0.070 | 80.43% |
| Indirect effect | 0.009 | 0.003 | 0.004 | 0.015 | 19.57% |
| Regression Equation | Match Index | Significance of Regression Coefficient | ||||
|---|---|---|---|---|---|---|
| Outcome Variables | Predictive Variables | R | R2 | F | β | t |
| ESE | PEW | 0.302 | 0.091 | 26.499 *** | 0.114 | 3.371 ** |
| PSCG | 0.082 | 3.890 *** | ||||
| PEW × PSCG | 0.083 | 2.551 * | ||||
| Age | −0.002 | −1.900 | ||||
| Gender | 0.019 | 0.536 | ||||
| SSES | 0.031 | 3.225 ** | ||||
| Education | 0.030 | 6.285 *** | ||||
| EPU | PEW | 0.386 | 0.149 | 53.725 *** | 0.037 | 2.240 * |
| ESE | 0.063 | 5.418 *** | ||||
| Age | −0.001 | −1.291 | ||||
| Gender | −0.086 | −4.906 *** | ||||
| SSES | 0.028 | 5.819 *** | ||||
| Education | 0.020 | 8.499 *** | ||||
| PSGC | Effect Size | Boot SE | Bootstrap Lower | Bootstrap Upper |
|---|---|---|---|---|
| M − SD | 0.147 | 0.048 | 0.055 | 0.244 |
| M | 0.218 | 0.035 | 0.151 | 0.286 |
| M + SD | 0.288 | 0.047 | 0.196 | 0.383 |
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Shen, J.; Zhang, H. From Values to Policy Understanding: Linking Pro-Environmental Worldviews, Self-Efficacy, and Climate Risk Perceptions to Sustainability Policy in China. Sustainability 2025, 17, 10002. https://doi.org/10.3390/su172210002
Shen J, Zhang H. From Values to Policy Understanding: Linking Pro-Environmental Worldviews, Self-Efficacy, and Climate Risk Perceptions to Sustainability Policy in China. Sustainability. 2025; 17(22):10002. https://doi.org/10.3390/su172210002
Chicago/Turabian StyleShen, Junxian, and Hongfeng Zhang. 2025. "From Values to Policy Understanding: Linking Pro-Environmental Worldviews, Self-Efficacy, and Climate Risk Perceptions to Sustainability Policy in China" Sustainability 17, no. 22: 10002. https://doi.org/10.3390/su172210002
APA StyleShen, J., & Zhang, H. (2025). From Values to Policy Understanding: Linking Pro-Environmental Worldviews, Self-Efficacy, and Climate Risk Perceptions to Sustainability Policy in China. Sustainability, 17(22), 10002. https://doi.org/10.3390/su172210002

