Cross-National Comparison of Sociocultural Determinants of Environmental Awareness: Citizens in China and Singapore
Abstract
1. Introduction
2. Literature Review and Hypotheses Development
2.1. Defining Environmental Awareness: Attitude and Behavior
2.2. Sociocultural Theory and Theory of Planned Behavior
2.3. Sociocultural Factors in the Attitude Toward Behavior Pathway
2.4. Sociocultural Factors in the Subjective Norms Pathway
2.5. Sociocultural Factors in the Perceived Behavioral Control Pathway
3. Materials and Methods
3.1. Data Source
3.2. Variables
3.2.1. Dependent Variable
3.2.2. Independent Variables
3.2.3. Control Variables
3.3. Methods
4. Results
4.1. Descriptive Statistics and Multicollinearity
4.2. Baseline Models and Main Effects
4.3. Cross-National Comparison: Subgroup and Interaction Analyses
4.4. Robustness Analysis
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Variable | China | Singapore | Total | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Obs | Mean | Std. Dev. | Obs | Mean | Std. Dev. | Obs | Mean | Std. Dev. | |
| Post-Materialist Values | 2716 | 0.540 | 0.575 | 1705 | 0.769 | 0.585 | 4421 | 0.628 | 0.590 |
| Religion Attitude | 2716 | 2.785 | 2.527 | 1705 | 6.694 | 2.984 | 4421 | 4.292 | 3.313 |
| Government Trust | 2716 | 3.286 | 0.536 | 1705 | 2.839 | 0.584 | 4421 | 3.113 | 0.596 |
| Institutional Deterrence | 2716 | 6.854 | 2.336 | 1705 | 6.370 | 3.018 | 4421 | 6.667 | 2.630 |
| Social Trust | 2716 | 2.622 | 0.347 | 1705 | 2.760 | 0.397 | 4421 | 2.675 | 0.373 |
| Political Action | 2716 | 1.547 | 0.360 | 1705 | 1.441 | 0.443 | 4421 | 1.506 | 0.397 |
| Environmental Attitude | 2716 | 1.426 | 0.879 | 1705 | 1.200 | 0.964 | 4421 | 1.339 | 0.919 |
| Environmental behavior | 2716 | 0.054 | 0.285 | 1705 | 0.064 | 0.289 | 4421 | 0.058 | 0.287 |
| Gender | 2716 | 0.452 | 0.498 | 1705 | 0.469 | 0.499 | 4421 | 0.459 | 0.498 |
| Age | 2716 | 44.291 | 14.477 | 1705 | 47.345 | 16.123 | 4421 | 45.468 | 15.204 |
| Education | 2716 | 2.827 | 1.895 | 1705 | 4.234 | 1.917 | 4421 | 3.370 | 2.023 |
| Marriage | 2716 | 0.802 | 0.399 | 1705 | 0.597 | 0.491 | 4421 | 0.723 | 0.448 |
| Media | 2716 | 2.946 | 0.882 | 1705 | 3.695 | 0.870 | 4421 | 3.235 | 0.950 |
| Income | 2716 | 4.142 | 1.854 | 1705 | 4.987 | 1.696 | 4421 | 4.468 | 1.841 |
| Variable | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | VIF |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. Post-Materialist Values | 1 | 1.07 | ||||||||||||
| 2. Religion Attitude | 0.135 * | 1 | 1.19 | |||||||||||
| 3. Government Trust | −0.159 * | −0.188 * | 1 | 1.14 | ||||||||||
| 4. Institutional Deterrence | −0.059 * | −0.017 | 0.110 * | 1 | 1.03 | |||||||||
| 5. Social Trust | 0.057 * | 0.139 * | 0.135 * | 0.015 | 1 | 1.11 | ||||||||
| 6. Political Action | 0.062 * | −0.068 * | −0.014 | 0.095 * | 0.057 * | 1 | 1.17 | |||||||
| 7. Environmental Attitude | 0.01 | −0.077 * | 0.080 * | 0.070 * | 0.074 * | 0.097 * | 1 | - | ||||||
| 8. Environmental Behavior | 0.044 * | 0.049 * | 0.011 | 0.018 | 0.006 | 0.104 * | 0.023 | 1 | - | |||||
| 9. Gender | 0.085 * | −0.071 * | −0.041 * | −0.038 * | 0.065 * | 0.041 * | 0.022 | 0.003 | 1 | 1.04 | ||||
| 10. Age | −0.083 * | 0.107 * | 0.025 | −0.01 | −0.029 | −0.327 * | −0.066 * | −0.034 * | 0.015 | 1 | 1.43 | |||
| 11. Education | 0.116 * | 0.149 * | −0.162 * | −0.031 * | 0.185 * | 0.257 * | 0.078 * | 0.061 * | 0.076 * | −0.413 * | 1 | 1.75 | ||
| 12. Marriage | −0.103 * | −0.092 * | 0.106 * | 0.041 * | −0.054 * | −0.111 * | 0 | −0.014 | −0.01 | 0.300 * | −0.202 * | 1 | 1.14 | |
| 13. Media | 0.113 * | 0.214 * | −0.116 * | 0.003 | 0.154 * | 0.182 * | 0.003 | 0.091 * | 0.079 * | −0.245 * | 0.525 * | −0.088 * | 1 | 1.48 |
| 14. Income | 0.075 * | 0.146 * | −0.041 * | −0.023 | 0.142 * | 0.083 * | 0.024 | 0.022 | −0.004 | −0.145 * | 0.359 * | −0.038 * | 0.314 * | 1.20 |
| Variable | Environmental Attitude | Environmental Behavior | |||
|---|---|---|---|---|---|
| Gologit2 (Outcome 0) | Gologit2 (Outcome 1) | Ologit (Baseline) | Ologit (Full Model) | Ologit (Baseline) | |
| Independent Variables | |||||
| Post-Materialist Values | 0.079 | 0.079 | — | 0.235 | — |
| Religion Attitude | −0.054 *** | −0.037 ** | — | 0.774 ** | — |
| Government Trust | 0.228 *** | 0.228 *** | — | 0.337 * | — |
| Institutional Deterrence | 0.059 *** | 0.038 ** | — | 0.028 | — |
| Social Trust | 0.336 *** | 0.336 *** | — | −0.238 | — |
| Political Action | 0.405 *** | 0.313 *** | — | 1.046 *** | — |
| Control Variables | |||||
| Gender | 0.014 | 0.067 | 0.09 | 0.005 | 0.003 |
| Age | 0.001 | −0.003 | −0.007 ** | −0.003 | −0.007 |
| Education | 0.107 *** | 0.091 *** | 0.091 *** | 0.029 | 0.053 |
| Marriage | 0.097 | 0.097 | 0.129 | 0.022 | −0.025 |
| Media Use | −0.109 ** | −0.109 ** | −0.122 ** | 0.447 *** | 0.517 *** |
| Income | −0.004 | 0.013 | 0.006 | −0.027 | −0.018 |
| Model Fit | |||||
| N | 4421 | 4421 | 4421 | 4421 | 4421 |
| Pseudo R2 | 0.027 | 0.027 | 0.007 | 0.057 | 0.029 |
| LR/Wald χ2 | 184.81 *** | 184.81 *** | 47.30 *** | 114.97 *** | 43.65 *** |
| Variable | Environmental Behavior | Environmental Attitude | ||||
|---|---|---|---|---|---|---|
| Ologit (Singapore) | Ologit (China) | Gologit2 (Singapore Outcome 0) | Gologit2 (Singapore Outcome 1) | Gologit2 (China Outcome 0) | Gologit2 (China Outcome 1) | |
| Independent Variables | ||||||
| Post-Materialist Values | 0.257 | 0.199 | 0.011 | 0.091 | 0.151 * | 0.151 * |
| Religion Attitude | 0.092 * | 0.100 ** | 0.009 | 0.009 | −0.029 | −0.007 |
| Government Trust | 0.075 | 0.534 * | 0.062 | 0.318 ** | 0.068 | 0.068 |
| Institutional Deterrence | 0.031 | 0.03 | 0.062 ** | 0.012 | 0.057 ** | 0.057 ** |
| Social Trust | −0.462 | 0.039 | 0.512 *** | 0.512 *** | 0.281 ** | 0.281 ** |
| Political Action | 0.784 ** | 1.200 *** | 0.555 *** | 0.555 *** | −0.012 | −0.16 |
| Control Variables | ||||||
| Gender | 0.172 | −0.159 | −0.005 | −0.005 | 0.085 | 0.085 |
| Age | −0.159 | 0.016 | 0.008 * | −0.002 | 0.004 | 0.004 |
| Education | 0.038 | 0.067 | 0.144 *** | 0.108 ** | 0.124 *** | 0.124 *** |
| Marriage | −0.026 | 0.02 | −0.168 | −0.168 | 0.057 | 0.057 |
| Media Use | 0.433 ** | 0.570 *** | −0.039 | −0.168 * | −0.002 | −0.058 |
| Income | −0.062 | 0.016 | 0.031 | 0.031 | 0.01 | 0.01 |
| Model Fit | ||||||
| N | 1705 | 2716 | 1705 | 1705 | 2716 | 2716 |
| Pseudo R2 | 0.055 | 0.072 | 0.057 | 0.057 | 0.018 | 0.018 |
| LR/Wald χ2 | 50.33 *** | 78.61 *** | 154.08 *** | 154.08 *** | 72.02 *** | 72.02 *** |
| Variable | Environmental Behavior | Environmental Attitude | |
|---|---|---|---|
| Ologit (Interaction Model) | Gologit2 (Outcome 0) | Gologit2 (Outcome 1) | |
| Main Effects (Singapore country = 0) | |||
| Post-Materialist Values | 0.294 | 0.051 | 0.051 |
| Religion Attitude | 0.077 * | 0.006 | 0.006 |
| Government Trust | 0.037 | 0.148 | 0.228 * |
| Institutional Deterrence | 0.025 | 0.044 ** | 0.02 |
| Social Trust | −0.426 | 0.516 *** | 0.516 *** |
| Political Action | 0.856 *** | 0.548 *** | 0.548 *** |
| Country (China = 1) | −3.234 * | 2.470 *** | 2.470 *** |
| Interaction Effects (China vs. Singapore) | |||
| Post-Materialist × Country | −0.118 | 0.098 | 0.098 |
| Religion Attitude × Country | 0.027 | −0.034 | −0.016 |
| Government Trust × Country | 0.491 | −0.084 | −0.165 |
| Institutional Deterrence × Country | 0.006 | 0.09 | 0.038 |
| Social Trust × Country | 0.521 | −0.223 | −0.223 |
| Political Action × Country | 0.261 | −0.575 *** | −0.677 *** |
| Control Variables | |||
| Gender | −0.001 | 0.047 | 0.047 |
| Age | −0.001 | 0.005 * | 0.001 |
| Education | 0.04 | 0.107 *** | 0.115 *** |
| Marriage | 0.011 | −0.06 | −0.06 |
| Media Use | 0.470 *** | −0.025 | −0.025 |
| Income | −0.016 | 0.014 | 0.014 |
| Model Fit | |||
| N | 4421 | 4421 | 4421 |
| Pseudo R2 | 0.061 | 0.038 | 0.038 |
| Wald χ2 | 126.79 *** | 265.23 *** | 265.23 *** |
| Variable | Environmental Behavior | Environmental Attitude | ||||
|---|---|---|---|---|---|---|
| Ordered Probit | Ordered Logit | |||||
| Full Sample | Singapore | China | Full Sample | Singapore | China | |
| Post-Materialist Values | 0.116 * | 0.133 | 0.1 | 0.076 | — | 0.02 |
| Religion Attitude | 0.037 ** | 0.045 * | 0.049 ** | −0.043 *** | 0.054 ** | 0.02 |
| Government Trust | 0.153 * | 0.017 | 0.234 * | 0.227 *** | −0.478 *** | −0.226 ** |
| Institutional Deterrence | 0.013 | 0.014 | 0.013 | 0.046 *** | −0.042 ** | −0.025 |
| Social Trust | −0.141 | −0.225 | −0.062 | 0.341 *** | 0.157 | 0.16 |
| Political Action | 0.491 *** | 0.387 ** | 0.531 *** | 0.344 *** | 0.256 * | 0.219 |
| Model Fit | ||||||
| N | 4421 | 1705 | 2716 | 4421 | 1705 | 2716 |
| Pseudo R2 | 0.055 | 0.054 | 0.07 | 0.021 | 0.035 | 0.014 |
| Wald χ2 | 112.29 *** | 51.81 *** | 71.68 *** | 133.17 *** | 94.17 *** | 56.93 *** |
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Sun, J.; He, Z. Cross-National Comparison of Sociocultural Determinants of Environmental Awareness: Citizens in China and Singapore. Sustainability 2026, 18, 3314. https://doi.org/10.3390/su18073314
Sun J, He Z. Cross-National Comparison of Sociocultural Determinants of Environmental Awareness: Citizens in China and Singapore. Sustainability. 2026; 18(7):3314. https://doi.org/10.3390/su18073314
Chicago/Turabian StyleSun, Jin, and Ze He. 2026. "Cross-National Comparison of Sociocultural Determinants of Environmental Awareness: Citizens in China and Singapore" Sustainability 18, no. 7: 3314. https://doi.org/10.3390/su18073314
APA StyleSun, J., & He, Z. (2026). Cross-National Comparison of Sociocultural Determinants of Environmental Awareness: Citizens in China and Singapore. Sustainability, 18(7), 3314. https://doi.org/10.3390/su18073314

