The Impact of Chinese Public Environmental Awareness on Environmental Behavior: An Analysis Based on China National Surveys in 2003, 2010 and 2021
Abstract
:1. Introduction
2. Theoretical Analysis
3. Materials and Methods
3.1. Research Area and Data Sources
3.2. Variable Setting
3.3. Analysis Method
4. Results
4.1. Changes in Environmental Awareness and Environmental Behavior
4.1.1. Analysis on the Changes of Public Environmental Awareness and Behavior at the National Level
Analysis of the Change of Public Awareness at the National Level
Analysis on the Change of Public Environmental Behavior at the National Level
4.1.2. Analysis of Changes in Public Environmental Awareness and Behavior in Different Regions
Analysis of the Changes in Environmental Awareness in Different Regions
Analysis of Environmental Behavior Change in Different Regions
4.2. The Relationship between Environmental Awareness and Environmental Behavior
4.2.1. Direct Effect Analysis
4.2.2. Analysis of Mediating Effects
4.2.3. Relationship between Different Environmental Behaviors
4.3. Robustness Test
5. Discussion
6. Conclusions and Policy Implications
6.1. Conclusions
6.2. Policy Implications
7. Limitations and Future Research Directions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable Type | Variable | Definition and Assignment | Mean Value | Standard Deviation |
---|---|---|---|---|
Dependent variable | Green consumption | Whether to carry out green consumption? always and often = 1; sometimes and never = 0 | 0.321 | 0.467 |
Recycling | Whether to carry out recycle? always and often = 1; sometimes and never = 0; No = 0 | 0.275 | 0.446 | |
Public environmental behavior | Whether to implement public environmental behavior? Yes = 1; No = 0 | 0.115 | 0.319 | |
Independent variable | Environmental awareness | |||
Environmental value | Calculated according to the entropy method | 0.623 | 0.213 | |
Environmental knowledge | Calculated according to the entropy method | 0.428 | 0.200 | |
Environmental responsibility | Calculated according to the entropy method | 0.434 | 0.179 | |
Environmental concern | How concerned are you about environmental problems? Completely not =1; Relatively not = 2; Uncertain = 3; Relatively = 4; Completely = 5 | 3.625 | 0.967 | |
Environmental capacity | Calculated according to the entropy method | 0.371 | 0.202 | |
Mediating variable | Willingness to protect the environment | Calculated according to the entropy method | 0.474 | 0.235 |
Control variable | Gender | Female = 0; male = 1 | 0.467 | 0.498 |
Age | Unit: years | 49.1 | 16.68 | |
Political status | CPC members = 1, others = 0 | 0.128 | 0.335 | |
Education level | Uneducated = 1; junior high school and below = 2; high school and vocational school = 3; junior college = 4; bachelor degree and above = 5 | 2.54 | 1.11 | |
Cognition | What do you think of your ability to listen and speak Mandarin? What do you think of your ability to listen and speak English? Very poor = 1; Relatively poor = 2; General = 3; Better = 4; Very good = 5 (calculated by entropy method) | 0.30 | 0.195 | |
Income | What was your personal total income last year? | 9.18 | 4.37 | |
Class | Which class do you think you are in at present? low level = 1; Medium low = 2; Middle layer = 3; Middle upper layer = 4; Upper layer = 5 | 2.34 | 0.95 | |
Household registration | Rural = 0; city = 1 | 0.368 | 0.543 |
Environmental Awareness | 2003 | 2010 | 2003–2010 | 2021 | 2010–2021 |
---|---|---|---|---|---|
Environmental value | 2.77 | 3.45 | +24.5% | 3.47 | +0.59% |
Environmental knowledge | 3.15 | 3.55 | +12.6% | 3.56 | +0.28% |
Environmental responsibility | / | 2.78 | / | 3.01 | +8.27% |
Environmental capacity | / | 2.75 | / | 2.55 | −7.27% |
Environmental concern | 3.17 | 3.67 | +15.77% | 3.57 | −2.72% |
Private Environmental Behavior | ||||||
---|---|---|---|---|---|---|
2003 | 2010 | 2021 | 2003 | 2010 | 2021 | |
Green consumption | Recycling | |||||
Always | / | 33.6% | 36.0% | / | 44.6% | 32.5% |
Often | 22.6% | 41.2% | 39.7% | 15.1% | 24.0% | 28.2% |
Sometime | 27.5% | 16.7% | 14.3% | 21.7% | 19.7% | 23.1% |
Never | 49.6% | 8.5% | 8.0% | 62.9% | 9.7% | 16.2% |
Public environmental behavior | ||||||
2003 | 2010 | 2021 | 2003 | 2010 | 2021 | |
Joining an environmental organization | Signing a petition on an environmental issue | |||||
Yes | 41.3% | 1.7% | 5.3% | 17.3% | 1.3% | 2.8% |
No | 58.7% | 98.3% | 94.7% | 82.6% | 98.7% | 97.2% |
Donating money to an environmental group | Participating in a protest or demonstration for an environmental issue | |||||
Yes | 31.9% | 5.3% | 8.6% | / | 0.2% | 0.5% |
No | 69.1% | 94.7% | 91.4% | / | 99.8% | 99.5% |
Without Willingness to Protect the Environment | Model 1 | Model 2 | ||
---|---|---|---|---|
Green Consumption | Recycling | Public Environmental Behavior | Number of Environmental Behaviors | |
Environmental value | 0.196 ** (0.081) | 0.268 ** (0.084) | 0.019 (0.1) | 0.016 (0.085) |
Environmental knowledge | 0.968 *** (0.087) | 0.060 (0.089) | 0.667 *** (0.108) | 0.731 *** (0.078) |
Environmental responsibility | 0.832 *** (0.101) | 0.519 *** (0.088) | 0.527 *** (0.127) | 0.689 *** (0.079) |
Environmental concern | 0.220 *** (0.019) | 0.220 *** (0.019) | 0.145 *** (0.124) | 0.269 *** (0.017) |
Environmental capacity | 0.399 *** (0.093) | 0.449 *** (0.094) | 0.776 *** (0.116) | 0.768 *** (0.074) |
Control variable | ||||
Gender | −0.022 (0.035) | −0.068 * (0.035) | 0.046 (0.044) | 0.007 (0.028) |
Age | 0.010 *** (0.001) | 0.005 *** (0.001) | −0.012 *** (0.001) | −0.001 (0.001) |
Political status | 0.013 (0.054) | −0.061 (0.55) | 0.152 ** (0.065) | 0.074 (0.040) |
Education level | 0.060 ** (0.022) | 0.008 (0.022) | 0.015 (0.027) | −0.004 (0.017) |
Cognition | 0.392 ** (0.126) | 0.822 *** (0.127) | −0.094 (0.154) | 0.557 *** (0.099) |
Income | 0.0002 (0.003) | 0.002 (0.004) | 0.001 (0.005) | 0.002 (0.003) |
Class identity | −0.019 (0.018) | 0.007 (0.018) | 0.083 *** (0.023) | 0.030 * (0.016) |
Household registration | 0.066 * (0.033) | 0.161 *** (0.033) | −0.043 (0.041) | 0.065 ** (0.027) |
year variable | 0.694 *** (0.053) | −0.050 (0.054) | 0.352 *** (0.068) | 0.466 *** (0.043) |
Constant | −3.133 *** (0.137) | −2.729 *** (0.138) | −2.239 *** (0.174) | −2.42 *** (0.113) |
atrho21 | 0.484 *** (0.022) | - | ||
atrho31 | 0.218 *** (0.026) | - | ||
atrho32 | 0.157 *** (0.026) | - | ||
Waldχ2 | 890.02 | 1217.03 | ||
Prob > χ2 | 0.00 | 0.00 | ||
Log Likelihood | −9135 | - | ||
Pseudo R2 | - | 0.073 | ||
With Willingness to Protect the Environment | Model 3 | Model 4 | ||
Green Consumption | Recycling | Public Environmental Behavior | Number of Environmental Behaviors | |
Environmental value | 0.010 (0.101) | 0.018 (0.084) | ||
Environmental knowledge | 0.911 *** (0.086) | −0.02 (0.087) | ||
Environmental responsibility | ||||
Environmental concern | ||||
Environmental capacity | ||||
Willingness to protect the environment | 1.086 *** (0.727) | 0.805 *** (0.072) | 1.005 *** (0.094) | 1.253 *** (0.068) |
Control variable | Controlled | Controlled |
Variables | Mv-Probit | Poisson | ||
---|---|---|---|---|
Green Consumption | Recycling | Public Environmental Behavior | Number of Environmental Behaviors | |
Environmental awareness | ||||
Environmental value | 0.3274 *** (0.082) | 0.312 *** (0.084) | 0.041 (0.101) | 0.018 (0.084) |
Environmental knowledge | 0.546 *** (0.097) | −0.035 (0.098) | 0.531 ** (0.120) | 0.748 *** (0.088) |
Environmental responsibility | 0.764 *** (0.012) | 0.491 *** (0.102) | 0.507 *** (0.125) | 0.709 ** (0.092) |
Environmental concern | 0.210 *** (0.019) | 0.212 *** (0.020) | 0.142 *** (0.026) | 0.253 *** (0.021) |
Environmental capacity | 0.428 *** (0.094) | 0.467 *** (0.094) | 0.78 *** (0.116) | 0.719 *** (0.086) |
Other variables | Controlled | Controlled | Controlled | Controlled |
Control variable | −3.479 *** (0.148) | −2.829 *** (0.141) | −2.335 *** (0.179) | −2.71 *** (0.132) |
atrho21 | 0.467 *** (0.022) | - | ||
atrho31 | 0.227 *** (0.026) | - | ||
atrho32 | 0.153 *** (0.026) | - | ||
Waldχ2 | 1272.18 | 989.09 | ||
Prob > χ2 | 0.00 | 0.00 | ||
Log Likelihood | −8924.6 | - | ||
Pseudo R2 | - | 0.071 |
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Zhang, J.; Xue, C.; Hou, G. The Impact of Chinese Public Environmental Awareness on Environmental Behavior: An Analysis Based on China National Surveys in 2003, 2010 and 2021. Land 2024, 13, 1418. https://doi.org/10.3390/land13091418
Zhang J, Xue C, Hou G. The Impact of Chinese Public Environmental Awareness on Environmental Behavior: An Analysis Based on China National Surveys in 2003, 2010 and 2021. Land. 2024; 13(9):1418. https://doi.org/10.3390/land13091418
Chicago/Turabian StyleZhang, Jinrong, Caixia Xue, and Guangjian Hou. 2024. "The Impact of Chinese Public Environmental Awareness on Environmental Behavior: An Analysis Based on China National Surveys in 2003, 2010 and 2021" Land 13, no. 9: 1418. https://doi.org/10.3390/land13091418
APA StyleZhang, J., Xue, C., & Hou, G. (2024). The Impact of Chinese Public Environmental Awareness on Environmental Behavior: An Analysis Based on China National Surveys in 2003, 2010 and 2021. Land, 13(9), 1418. https://doi.org/10.3390/land13091418