Submitted:
21 June 2024
Posted:
24 June 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Research Background and Impact Mechanisms
2.1. Research Background
2.2. Influence Mechanisms
2.2.1. Enhancing Environmental Infrastructure
2.2.2. Raising Residents’ Awareness of Environmental Protection
3. Description of Data Sources and Variables
3.1. Data Sources Description
3.2. Key Variables
3.2.1. Pro-environmental Behavior Participation Index
3.2.2. Renovation of Old Residential Areas
3.3. Control Variables
3.3.1. Characteristic Variables of Old Residential Areas
3.3.2. Socio-demographic Variables
3.3.3. Variables of Environmental Protection Awareness
3.4. Descriptive Statistics of Variables and Tests of Balance
4. Empirical analysis
4.1. Benchmark regression methods
4.2. Robustness Tests
4.2.1. Excluding Abnormal Samples
4.2.2. Re-testing Based on Difference-in-Differences Model
4.3. Preliminary Study on Impact Mechanisms
5. Conclusion and Discussion
Acknowledgments
Conflict of Interest
References
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| Pro-environmental behaviors | Never | Occasionally | Sometimes | Often | Always |
|---|---|---|---|---|---|
| Refuse to Use Disposable Products | 16.60% | 18.07% | 35.69% | 21.99% | 7.65% |
| Garbage Classification | 32.43% | 26.29% | 12.36% | 19.45% | 9.47% |
| Turn off Unused Water and Electricity | 0 | 9.43% | 12.43% | 29.57% | 48.57% |
| Recycle and Exchange Used Clothes | 33.58% | 26.01% | 16.17% | 16.25% | 7.99% |
| Bring Your Own Shopping Bag | 13.34% | 22.31% | 31.19% | 18.54% | 14.62% |
| Use Public Transportation | 0.64% | 8.31% | 16.57% | 34.83% | 39.65% |
| Appropriate Air Conditioning Temperature Setting | 7.07% | 17.77% | 12.33% | 38.17% | 24.66% |
| Purchase Green Products | 11.56% | 30.64% | 39.52% | 9.83% | 8.45% |
| Participate in Environmental Volunteering | 40.44% | 32.38% | 9.08% | 11.21% | 6.89% |
| Reduce Leftovers and Waste | 0.37% | 10.6% | 17.24% | 39.56% | 32.23% |
| Variables | Full Sample | Experimental Group | Control Group | Difference | ||||
|---|---|---|---|---|---|---|---|---|
| N | Mean | N | Mean | N | Mean | Mean | T-Value | |
| Pro-environmental Behavior Participation Index | 1025 | 32.976 | 329 | 36.562 | 696 | 31.281 | 5.281*** | 2.732 |
| Age of the Old residential areas | 1025 | 29.182 | 329 | 28.537 | 696 | 29.487 | -0.95 | -1.053 |
| Property Fee (yuan/m2 ) | 1025 | 0.445 | 329 | 0.504 | 696 | 0.417 | 0.087 | 0.875 |
| Age | 1025 | 43.679 | 329 | 43.908 | 696 | 43.571 | 0.337 | -0.227 |
| Female | 1025 | 0.466 | 329 | 0.497 | 696 | 0.452 | 0.045 | 1.390 |
| Married | 1025 | 0.754 | 329 | 0.765 | 696 | 0.749 | 0.016 | 0.437 |
| Years of Education | 1025 | 11.195 | 329 | 11.479 | 696 | 11.061 | 0.418*** | 4.087 |
| Self-owned House | 1025 | 0.608 | 329 | 0.586 | 696 | 0.619 | -0.033* | -1.955 |
| Income (in ten thousands yuan) | 1025 | 6.796 | 329 | 7.347 | 696 | 6.535 | 0.812*** | 2.903 |
| CPC Member | 1025 | 0.077 | 329 | 0.082 | 696 | 0.075 | 0.007 | 1.329 |
| Social Class Identity | 1025 | 4.439 | 329 | 4.507 | 696 | 4.407 | 0.101*** | 3.695 |
| Environmental Knowledge | 1025 | 40.507 | 329 | 41.386 | 696 | 40.092 | 1.294 | 1.133 |
| Environmental Concern | 1025 | 3.225 | 329 | 3.476 | 696 | 3.106 | 0.037*** | 3.443 |
| Environmental Liability | 1025 | 3.376 | 329 | 3.544 | 696 | 3.296 | 0.248*** | 4.916 |
| (1) | (2) | (3) | (4) | |
| Experimental Group | 3.1742*** | 3.0113*** | 2.5416*** | 2.2182*** |
| (0.6611) | (0.5134) | (0.4924) | (0.4167) | |
| Age of the Old Residential Areas | -0.6092*** | -0.3187** | -0.2027** | |
| (0.2077) | (0.1476) | (0.1012) | ||
| Property fee (yuan/m2 ) | 4.2186*** | 3.6877*** | 2.7167** | |
| (1.2337) | (1.2256) | (1.3229) | ||
| Age | -0.1672*** | -0.1284*** | ||
| (0.0406) | (0.0319) | |||
| Female | 0.6294** | 0.5651* | ||
| (0.3172) | (0.0301) | |||
| Married | -0.5767 | -0.3729 | ||
| (0.7251) | (0.4187) | |||
| Years of Education | 0.5899*** | 0.4022*** | ||
| (0.1077) | (0.1023) | |||
| Self-owned House | 0.9212*** | 0.6071*** | ||
| (0.2492) | (0.2162) | |||
| Income (in millions of dollars) | 0.6421*** | 0.3728*** | ||
| (0.2145) | (0.1252) | |||
| CPC Member | 4.4199*** | 3.7229*** | ||
| (1.2267) | (1.1954) | |||
| Social Class Identity | 0.3207** | 0.2667** | ||
| (0.1447) | (0.1225) | |||
| Environmental Knowledge | 0.3157*** | |||
| (0.0915) | ||||
| Environmental Concern | 0.7109*** | |||
| (0.1654) | ||||
| Environmental Liability | 0.6422*** | |||
| (0.1927) | ||||
| Obs. | 1025 | 1025 | 1025 | 1025 |
| R2 | 0.0481 | 0.0871 | 0.1974 | 0.2215 |
| (1) | (2) | (3) | (4) | |
| Experimental Group | 1.9168*** | 1.9569*** | 1.8918*** | 1.7706** |
| (0.6344) | (0.6054) | (0.5019) | (0.7167) | |
| Residential Characteristics | YES | YES | YES | YES |
| Socio-Demographic Characteristics | YES | YES | YES | YES |
| Environmental Protection Awareness | YES | YES | YES | YES |
| Obs. | 912 | 983 | 947 | 834 |
| R2 | 0.2281 | 0.2107 | 0.2015 | 0.2169 |
| (1) | (2) | (3) | (4) | |
| Experimental Group*Time | 2.5824*** | 2.3116*** | 2.1239*** | 1.6682** |
| (0.7245) | (0.7019) | (0.6624) | (0.6149) | |
| Experimental Group | 0.3976** | 0.3278** | 0.1767 | 0.1415 |
| (0.1767) | (0.1502) | (0.1661) | (0.1709) | |
| Time | 0.6744*** | 0.5482*** | 0.3852** | 0.2809** |
| (0.1458) | (0.1896) | (0.1769) | (0.1364) | |
| Residential Characteristics | NO | YES | YES | YES |
| Socio-demographic Characteristics | NO | NO | YES | YES |
| Environmental Protection Awareness | NO | NO | NO | YES |
| Obs. | 976 | 976 | 976 | 976 |
| R2 | 0.0719 | 0.1049 | 0.2783 | 0.3583 |
| Pro-environmental behaviors | Coefficient | Control Variables | Pseudo R2 | Obs. |
|---|---|---|---|---|
| Garbage Classification | 0.1742***(0.0506) | YES | 0.309 | 1025 |
| Recycle and Exchange Used Clothes | 0.1027***(0.0328) | YES | 0.254 | 1025 |
| Participate in Environmental Volunteering | 0.0618**(0.0303) | YES | 0.278 | 1025 |
| Refuse to Use Disposable Products | 0.0379**(0.0168) | YES | 0.231 | 1025 |
| Turn Off Unused Water and Electricity | 0.0517**(0.0229) | YES | 0.248 | 1025 |
| Bring Your Own Shopping Bag | 0.0278**(0.0131) | YES | 0.232 | 1025 |
| Use Public Transportation | 0.0133(0.0519) | YES | 0.187 | 1025 |
| Appropriate Air Conditioning Temperature Setting | 0.0419***(0.0132) | YES | 0.192 | 1025 |
| Purchase Green Products | 0.0167*(0.0097) | YES | 0.204 | 1025 |
| Reduce Leftovers and Waste | 0.0122**(0.0059) | YES | 0.229 | 1025 |
| (1) | (2) | (3) | |
|---|---|---|---|
| Environmental Knowledge | Environmental Concern | Environmental Liability | |
| Experimental Group | 0.8268*** | 0.0744** | 0.1244** |
| (0.2446) | (0.0337) | (0.0516) | |
| Residential Characteristics | YES | YES | YES |
| Socio-demographic Characteristics | YES | YES | YES |
| Obs. | 1025 | 1025 | 1025 |
| R2 | 0.2447 | 0.2635 | 0.2105 |
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