Environmental Concern, Environmental Knowledge, and Residents’ Water Conservation Behavior: Evidence from China
Abstract
:1. Introduction
2. Theoretical Background and Research Hypotheses
2.1. Environmental Concern and Pro-Environmental Behavior
2.2. Environmental Knowledge and Pro-Environmental Behavior
2.3. The Interacting Effect of Environmental Concern and Environmental Knowledge
3. Materials and Methods
4. Analysis and Results
5. Discussion
6. Limitations and Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable | Mean | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
---|---|---|---|---|---|---|---|---|---|---|
1. Age | 2.73 | 0.92 | 1 | |||||||
2. Gender | 0.44 | 0.50 | 0.065 | 1 | ||||||
3. Education | 3.33 | 1.03 | −0.247 ** | 0.062 | 1 | |||||
4. Marital | 0.53 | 0.50 | 0.513 ** | −0.039 | −0.116 ** | 1 | ||||
5. Income | 2.66 | 1.59 | 0.147 ** | 0.135 ** | 0.276 ** | 0.198 ** | 1 | |||
6. Environmental concern | 4.12 | 0.64 | 0.003 | −0.123 ** | 0.033 | −0.011 | 0.072 | 1 | ||
7. Environmental knowledge | 2.87 | 0.92 | 0.006 | 0.013 | −0.010 | −0.017 | −0.028 | 0.164 ** | 1 | |
8. Water conservation behavior | 0.54 | 0.50 | 0.021 | −0.018 | −0.115 ** | −0.023 | −0.139 ** | 0.105 * | 0.170 ** | 1 |
Variable | Water Conservation Behavior | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 4 | ||||||||||
B | Wald | Exp(B) | B | Wald | Exp(B) | B | Wald | Exp(B) | B | Wald | Exp(B) | ||
Constant | 0.917 | 3.991 | 2.501 | −0.653 | 0.787 | 0.521 | −1.312 | 2.900 * | 0.269 | −1.598 | 4.085 ** | 0.202 | |
Control variables | Age | 0.074 | 0.402 | 1.077 | 0.069 | 0.141 | 1.071 | 0.061 | 0.263 | 1.063 | 0.075 | 0.392 | 1.078 |
Gender | −0.002 | 0.000 | 0.998 | 0.069 | 2.936 | 1.071 | 0.049 | 0.070 | 1.050 | 0.019 | 0.011 | 1.020 | |
Education | −0.156 | 2.729 * | 0.856 | −0.163 | 2.936 * | 0.850 | −0.166 | 2.988 * | 0.847 | −0.150 | 2.426 | 0.860 | |
Marital | −0.104 | 0.245 | 0.902 | −0.083 | 0.155 | 0.920 | −0.073 | 0.118 | 0.929 | −0.107 | 0.246 | 0.899 | |
Income | −0.150 | 6.155 ** | 0.861 | −0166 | 7.386 *** | 0.847 | −0.161 | 6.808 *** | 0.851 | −0.158 | 6.489 ** | 0.854 | |
Independent variable | Environmental concern | 0.391 | 7.392 *** | 1.478 | 0.314 | 4.614 ** | 1.369 | 0.371 | 6.030 ** | 1.449 | |||
Environmental knowledge | 0.350 | 11.802 *** | 1.419 | 0.333 | 10.138 *** | 1.395 | |||||||
Interaction term | Environmental concern × Environmental knowledge | 0.236 | 6.648 ** | 1.266 | |||||||||
−2 Log likelihood | 720.622 | 713.072 | 700.835 | 693.794 | |||||||||
Chi-square test | 14.170 ** | 21.720 *** | 33.957 *** | 40.998 *** | |||||||||
Cox and Snell R2 | 0.026 | 0.040 | 0.062 | 0.074 | |||||||||
Nagelkerke R2 | 0.035 | 0.053 | 0.083 | 0.099 | |||||||||
N | 532 | 532 | 532 | 532 |
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Li, Y.; Wang, B.; Cui, M. Environmental Concern, Environmental Knowledge, and Residents’ Water Conservation Behavior: Evidence from China. Water 2022, 14, 2087. https://doi.org/10.3390/w14132087
Li Y, Wang B, Cui M. Environmental Concern, Environmental Knowledge, and Residents’ Water Conservation Behavior: Evidence from China. Water. 2022; 14(13):2087. https://doi.org/10.3390/w14132087
Chicago/Turabian StyleLi, Yong, Bairong Wang, and Manfei Cui. 2022. "Environmental Concern, Environmental Knowledge, and Residents’ Water Conservation Behavior: Evidence from China" Water 14, no. 13: 2087. https://doi.org/10.3390/w14132087
APA StyleLi, Y., Wang, B., & Cui, M. (2022). Environmental Concern, Environmental Knowledge, and Residents’ Water Conservation Behavior: Evidence from China. Water, 14(13), 2087. https://doi.org/10.3390/w14132087