Submitted:
04 October 2023
Posted:
04 October 2023
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Abstract
Keywords:
1. Introduction
2. Theoretical analysis and research hypothesis
2.1. The Influence of Social Norms on Rural Households' Disposal of Pesticide Packaging Waste
2.2. The Moderating Effect of Environmental Regulation on the Relationship Between Social Norms and RHs' PPW Disposal Behavior
3. Materials and Methods
3.1. Source of Data Collection
3.2. Choice Experiment Method
3.2.1. Benchmark Regression
3.2.2. Examining Moderation Effects
3.3. Variable Selection
4. Results and Discussion
4.1. Direct Influence of Social Norms on Pesticide Packaging Waste Disposal Behavior
4.2. Robustness Tests
4.3. Addressing endogeneity
4.4. Moderation effects test
5. Main Conclusion and Policy Implication
5.1. main conclusion
5.2. policy implication
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Variable type | Variable Meaning and Assignment | Average value | Standard deviation | |
|---|---|---|---|---|
| Dependent Variable: | ||||
| Pesticide Packaging Waste Disposal Behavior | Pesticide Packaging Waste Littering Scale: 1 = Frequently Littered, 2 = Occasionally Littered, 3 = Never Littered. | 2.692 | 0.564 | |
| Core Explanatory Variable: | ||||
| Social Norms | Descriptive norms | Extent of Pesticide Packaging Litter in Village Fields: 1 = Very Serious, 2 = Serious, 3 = Average, 4 = Minor, 5 = Very Minor. | 4.268 | 0.914 |
| Directive norms | Social Blame for Abandoned Pesticide Packages: 0 = No, 1 = Yes. | 0.624 | 0.485 | |
| Moderating Variable: Environmental Regulation: | ||||
| Incentive regulation | Economic incentives | Are villagers given financial incentives for good participation? 0=No, 1=Yes | 0.301 | 0.459 |
| Reputational incentives | Financial Incentives for Villager Participation: 0 = No, 1 = Yes. | 0.443 | 0.497 | |
| Penalize regulation | Financial penalties | Financial Penalties for Villagers with Subpar Participation: 0 = No, 1 = Yes. | 0.252 | 0.435 |
| Control Variables | ||||
| Characteristics of Household Heads | Age | Based on Empirical Survey Data (Years). | 53.716 | 14.402 |
| Education level | Educational Attainment Categories: 1 = Elementary School and Below, 2 = Junior High School, 3 = High School/Middle School/Technical School, 4 = University College, 5 = Bachelor's Degree and Above. | 1.774 | 0.929 | |
| Health | 1=very unhealthy, 2=unhealthy, 3=fair, 4=healthy, 5=very healthy | 3.659 | 0.981 | |
| Attributes of households | Business scale | Based on Empirical Survey Data (Hectares). | 0.341 | 1.037 |
| Part-time involvement | Non-farm labor force/labor force (%) | 0.154 | 0.279 | |
| Happiness | Happiness Rating Scale: 1 = Very Unhappy, 2 = Unhappy, 3 = Average, 4 = More Happy, 5 = Very Happy. | 4.218 | 0.860 | |
| Factors related to the village | The cultivated land area of the village group | Based on Empirical Survey Data (Hectares). | 84.661 | 73.857 |
| Cultivated land quality | Arable Land Fertility Assessment: 1 = Very Poor, 2 = Poor, 3 = Fair, 4 = Good, 5 = Very Good. | 3.812 | 0.848 | |
| Mountainous terrain (Plains reference) |
0 = No, 1 = Yes. | 0.366 | 0.482 | |
| Hilly terrain (Plains reference) |
0 = No, 1 = Yes. | 0.545 | 0.498 | |
| Model (1) | Model (2) | |
|---|---|---|
| Descriptive norms | 0.435*** (0.101) |
0.296*** (0.113) |
| Directive norms | 0.781*** (0.196) |
0.766*** (0.205) |
| Age | -0.018** (0.009) |
|
| Education level | -0.139 (0.120) |
|
| Health | 0.251** (0.110) |
|
| Business scale | -0.248*** (0.078) |
|
| Part-time involvement | 0.118 (0.371) |
|
| Happiness | -0.363*** (0.129) |
|
| The cultivated land area of the village group | -0.004*** (0.001) |
|
| Cultivated land quality | 0.515*** (0.143) |
|
| Mountainous terrain (Plains reference) |
-0.093 (0.402) |
|
| Hilly terrain (Plains reference) |
-0.362 (0.355) |
|
| Prob> chi2 | 0.000 | 0.000 |
| R2 | 0.042 | 0.103 |
| Obs | 574 | 574 |
| Variable | Model (3) Often littering |
Model (4) Occasional littering |
Model (5) Never littered |
|---|---|---|---|
| Descriptive norms | -0.014** (0.006) |
-0.035*** (0.013) |
0.049*** (0.018) |
| Directive norms | -0.036** (0.011) |
-0.090*** (0.023) |
0.126*** (0.033) |
| Age | 0.001** (0.0004) |
0.002** (0.001) |
-0.003** (0.001) |
| Education level | 0.007 (0.006) |
0.016 (0.014) |
-0.023 (0.020) |
| Health | -0.012** (0.005) |
-0.030** (0.013) |
0.041** (0.018) |
| Business scale | 0.012*** (0.004) |
0.029*** (0.009) |
-0.041*** (0.012) |
| Part-time involvement | -0.006 (0.018) |
-0.014 (0.044) |
0.020 (0.061) |
| Happiness | 0.017** (0.007) |
0.043*** (0.015) |
-0.060*** (0.021) |
| The cultivated land area of the village group | 0.0002** (0.0001) |
0.0004*** (0.0002) |
-0.0006*** (0.0002) |
| Cultivated land quality | -0.024*** (0.008) |
-0.061*** (0.016) |
0.085*** (0.023) |
| Mountainous terrain(Plains reference) | 0.004 (0.019) |
0.011 (0.047) |
-0.015 (0.066) |
| Hilly terrain(Plains reference) | 0.017 (0.017) |
0.043 (0.042) |
-0.060 (0.058) |
| Obs | 574 | 574 | 574 |
| Variable | Whether to litter pesticide packaging waste Model (6) |
Pesticide Packaging Waste Disposal Behavior Model (7) |
|---|---|---|
| Descriptive norms | 0.276** (0.114) |
0.262* (0.150) |
| Directive norms | 0.716*** (0.209) |
0.827*** (0.274) |
| Age | -0.012 (0.009) |
0.019 (0.014) |
| Education level | -0.158 (0.125) |
-0.116 (0.150) |
| Health | 0.299*** (0.114) |
0.293** (0.146) |
| Business scale | -0.290*** (0.097) |
-0.291*** (0.087) |
| Part-time involvement | 0.189 (0.379) |
-0.328 (0.458) |
| Happiness | -0.330** (0.129) |
-0.477** (0.209) |
| The cultivated land area of the village group | -0.005*** (0.001) |
-0.004*** (0.002) |
| Cultivated land quality | 0.502*** (0.145) |
0.604*** (0.202) |
| Mountainous terrain (Plains reference) |
-0.113 (0.416) |
-0.202 (0.517) |
| Hilly terrain (Plains reference) |
-0.345 (0.368) |
-0.582 (0.438) |
| Prob> chi2 | 0.000 | 0.000 |
| R2 | 0.122 | 0.144 |
| Obs | 574 | 574 |
| Variant | Model (8)Descriptive norms | Model (9)Directive norms | ||
|---|---|---|---|---|
| First phase | Second phase | First phase | Second phase | |
| Descriptive norms | 0.338* (0.189) |
|||
| Directive norms | 0.589** (0.288) |
|||
| Instrumental variable: | ||||
| Neighborly relations | 0.196*** (0.061) |
0.124*** (0.027) |
||
| Control Variables | Containment | Containment | ||
| Shea’s Partial R2 | 0.028 | 0.033 | ||
| Phase I F-value | 10.209 | 21.519 | ||
| Durbin (score) test p-value | 0.096 | 0.096 | ||
| Wu-Hausman test p-value | 0.099 | 0.099 | ||
| Obs | 574 | 574 | ||
| Incentive regulation | Penalize regulation | |||||
|---|---|---|---|---|---|---|
| Economic incentives | Reputational incentives | Financial penalties | ||||
| Model (10) | Model (11) | Model (12) | Model (13) | Model (14) | Model (15) | |
| Descriptive norms | 0.042** (0.020) |
0.032 (0.021) |
0.070*** (0.020) |
|||
| Directive norms | 0.128*** (0.036) |
0.074* (0.039) |
0.111*** (0.036) |
|||
| Economic incentives | 0.082 (0.198) |
0.128** (0.061) |
||||
| Reputational incentives | 0.021 (0.159) |
0.089* (0.051) |
||||
| Financial penalties | 0.447** (0.181) |
0.118* (0.069) |
||||
| Descriptive norms * Economic incentives | 0.009 (0.046) |
|||||
| Directive norms * Economic incentives | -0.014 (0.084) |
|||||
| Descriptive norms * Reputational incentives | 0.035 (0.038) |
|||||
| Directive norms * Reputational incentives | 0.137* (0.072) |
|||||
| Descriptive norms * Financial penalties | -0.079* (0.043) |
|||||
| Directive norms * Financial penalties | 0.019 (0.089) |
|||||
| Control Variables | Containment | Containment | Containment | Containment | Containment | Containment |
| Prob> chi2 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| PseudoR2 | 0.115 | 0.111 | 0.104 | 0.103 | 0.119 | 0.115 |
| Obs | 574 | 574 | 574 | 574 | 574 | 574 |
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