The Influence of Social Norms and Environmental Regulations on Rural Households’ Pesticide Packaging Waste Disposal Behavior
Abstract
: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. Research Design
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. Endogenous Treatment
4.4. Moderation Effects Test
5. Main Conclusions and Policy Implication
5.1. Main Conclusions
5.2. Policy Implication
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Sharma, A.; Shukla, A.; Attri, K.; Kumar, M.; Kumar, P.; Suttee, A.; Singla, N. Global trends in pesticides: A looming threat and viable alternatives. Ecotoxicol. Environ. Saf. 2020, 201, 110812. [Google Scholar] [CrossRef] [PubMed]
- Jin, S.; Bluemling, B.; Mol, A.P.J. Mitigating land pollution through pesticide packages-the case of a collection scheme in Rural China. Total Environ. 2018, 622–623, 502–509. [Google Scholar] [CrossRef] [PubMed]
- Huang, S.; Elahi, E. Farmers’ Preferences for Recycling Pesticide Packaging Waste: An Implication of a Discrete Choice Experiment Method. Sustainability 2022, 14, 14245. [Google Scholar] [CrossRef]
- Guidelines on Management Options for Empty Pesticide Containers. Available online: https://www.fao.org/publications/card/en/c/a99d7652-8322-4a28-92a2-726c92dd3bc4/ (accessed on 8 August 2008).
- Hu, N.; Zhang, Q.; Li, C.; Sun, H. Policy intervention effect research on pesticide packaging waste recycling: Evidence from Jiangsu, China. Front. Environ. Sci. 2022, 10, 922711. [Google Scholar] [CrossRef]
- Briassoulis, D.; Hiskakis, M.; Karasali, H.; Briassoulis, C. Design of a European agrochemical plastic packaging waste management scheme—Pilot implementation in Greece. Resour. Conserv. Recycl. 2014, 87, 72–88. [Google Scholar] [CrossRef]
- Li, S.; Huo, X. Estimating the effects of joining cooperatives on farmers’ recycling behaviors of pesticide packaging waste: Insights from apple farmers of China. Ciência Rural 2022, 53. [Google Scholar] [CrossRef]
- Stadlinger, N.; Mmochi, A.J.; Dobo, S.; Gyllbäck, E.; Kumblad, L. Pesticide use among smallholder rice farmers in Tanzania. Environ. Dev. Sustain. 2011, 13, 641–656. [Google Scholar] [CrossRef]
- Bondori, A.; Bagheri, A.; Allahyari, M.S.; Damalas, C.A. Pesticide waste disposal among farmers of Moghan region of Iran: Current trends and determinants of behavior. Environ. Monit. Assess. 2019, 191, 1–9. [Google Scholar] [CrossRef]
- Trujillo-Barrera, A.; Pennings, J.M.E.; Hofenk, D. Understanding producers’ motives for adopting sustainable practices: The role of expected rewards, risk perception and risk tolerance. Eur. Rev. Agric. Econ. 2016, 43, 359–382. [Google Scholar] [CrossRef]
- Sharafi, K.; Pirsaheb, M.; Maleki, S.; Arfaeinia, H.; Karimyan, K.; Moradi, M.; Safari, Y. Knowledge, attitude and practices of farmers about pesticide use, risks, and wastes; A cross-sectional study (Kermanshah, Iran). Sci. Total Environ. 2018, 645, 509–517. [Google Scholar] [CrossRef]
- Bondori, A.; Bagheri, A.; Sookhtanlou, M.; Allahyari, M.S.; Damalas, C.A. Pesticide use in cereal production in Moghan Plain, Iran: Risk knowledge and farmers’ attitudes. Crop Prot. 2018, 110, 117–124. [Google Scholar] [CrossRef]
- Yan, L.; Zhao, X.; Zhang, D.; Deng, J.; Zhang, Y. Associated factors of pesticide packaging waste recycling behavior based on the theory of planned behavior in Chinese fruit farmers. Sustainability 2022, 14, 10937. [Google Scholar] [CrossRef]
- Mohanty, M.K.; Behera, B.K.; Jena, S.K.; Srikanth, S.; Mogane, C.; Samal, S.; Behera, A.A. Knowledge attitude and practice of pesticide use among agricultural workers in Puducherry, South India. J. Forensic Leg. Med. 2013, 20, 1028–1031. [Google Scholar] [CrossRef] [PubMed]
- Jallow MF, A.; Awadh, D.G.; Albaho, M.S.; Devi, V.Y.; Thomas, B.M. Pesticide knowledge and safety practices among farm workers in Kuwait: Results of a survey. Int. J. Environ. Res. Public Health 2017, 14, 340. [Google Scholar] [CrossRef] [PubMed]
- Zhang, S.; Gao, J.; Wang, H. Research on the recycling and disposal of Chinese pesticide packaging waste based on evolutionary game theory. J. Environ. Sci. Health Part B 2023, 58, 565–576. [Google Scholar] [CrossRef] [PubMed]
- Wang, B.; Dong, F.; Chen, M.; Zhu, J.; Tan, J.; Fu, X.; Wang, Y.; Chen, S. Advances in recycling and utilization of agricultural wastes in China: Based on environmental risk, crucial pathways, influencing factors, policy mechanism. Procedia Environ. Sci. 2016, 31, 12–17. [Google Scholar] [CrossRef]
- Li, B.; Xu, C.; Zhu, Z.; Kong, F. How to encourage farmers to recycle pesticide packaging wastes: Subsidies VS social norms. J. Clean. Prod. 2022, 367, 133016. [Google Scholar] [CrossRef]
- Cialdini, R.B.; Reno, R.R.; Kallgren, C.A. A focus theory of normative conduct: Recycling the concept of norms to reduce littering in public places. J. Personal. Soc. Psychol. 1990, 58, 1015. [Google Scholar] [CrossRef]
- Viscusi, W.K.; Huber, J.; Bell, J. Promoting recycling: Private values, social norms, and economic incentives. Am. Econ. Rev. 2011, 101, 65–70. [Google Scholar] [CrossRef]
- Tan, M.; Yan, X.; Feng, W. The Mechanism and Empirical Study of Village Rules in Rural Revitalization and Ecological Governance. Rev. Cercet. Si Interv. Soc. 2019, 64, 276–299. [Google Scholar] [CrossRef]
- Eras, J.; Costa, J.; Vilarò, F.; Pelacho, A.; Canela-Garayoa, R.; Martin-Closas, L. Prevalence of pesticides in postconsumer agrochemical polymeric packaging. Sci. Total Environ. 2017, 580, 1530–1538. [Google Scholar] [CrossRef] [PubMed]
- Abadie, L.M.; Galarraga, I.; Milford, A.B.; Gustavsen, G. Using food taxes and subsidies to achieve emission reduction targets in Norway. J. Clean. Prod. 2016, 134, 280–297. [Google Scholar] [CrossRef]
- Pan, D. The design of policy instruments towards sustainable livestock production in China: An application of the choice experiment method. Sustainability 2016, 8, 611. [Google Scholar] [CrossRef]
- Cislaghi, B.; Heise, L. Gender norms and social norms: Differences, similarities and why they matter in prevention science. Sociol. Health Illn. 2020, 42, 407–422. [Google Scholar] [CrossRef] [PubMed]
- Rezaei, R.; Safa, L.; Damalas, C.A.; Ganjkhanloo, M.M. Drivers of farmers’ intention to use integrated pest management: Integrating theory of planned behavior and norm activation model. J. Environ. Manag. 2019, 236, 328–339. [Google Scholar] [CrossRef] [PubMed]
- Feldman, G.; Albarracín, D. Norm theory and the action-effect: The role of social norms in regret following action and inaction. J. Exp. Soc. Psychol. 2017, 69, 111–120. [Google Scholar] [CrossRef] [PubMed]
- Asch, S.E. Studies of independence and conformity: I. A minority of one against a unanimous majority. Psychol. Monogr. Gen. Appl. 1956, 70, 1. [Google Scholar] [CrossRef]
- Bagheri, A.; Bondori, A.; Allahyari, M.S.; Damalas, C.A. Modeling farmers’ intention to use pesticides: An expanded version of the theory of planned behavior. J. Environ. Manag. 2019, 248, 109291. [Google Scholar] [CrossRef]
- Xu, X.; Zhang, Z.; Kuang, Y.; Li, C.; Sun, M.; Zhang, L.; Chang, D. Waste pesticide bottles disposal in rural China: Policy constraints and smallholder farmers’ behavior. J. Clean. Prod. 2021, 316, 128385. [Google Scholar] [CrossRef]
- Li, F.N.; Zhang, J.B. “Face” or “Benefit”: The Impact of Reputational Incentives and Economic Incentives on the Participation of Migrant Farmers in Village Environmental Governance. Rural Econ. 2021, 12, 90–98. (In Chinese) [Google Scholar]
- Wąs, A.; Malak-Rawlikowska, A.; Zavalloni, M.; Viaggi, D.; Kobus, P.; Sulewski, P. In search of factors determining the participation of farmers in agri-environmental schemes—Does only money matter in Poland? Land Use Policy 2021, 101, 105190. [Google Scholar] [CrossRef]
- Li, H.; Lv, L.; Zuo, J.; Su, L.; Wang, L.; Yuan, C. Dynamic reputation incentive mechanism for urban water environment treatment PPP projects. J. Constr. Eng. Manag. 2020, 146, 04020088. [Google Scholar] [CrossRef]
- Meng, F.; Chen, H.; Yu, Z.; Xiao, W.; Tan, Y. What Drives Farmers to Participate in Rural Environmental Governance? Evidence from Villages in Sandu Town, Eastern China. Sustainability 2022, 14, 3394. [Google Scholar] [CrossRef]
- Bessant, K.C. The interactional community: Emergent fields of collective agency. Sociol. Inq. 2012, 82, 628–645. [Google Scholar] [CrossRef]
- Abrahamse, W.; Steg, L. Social influence approaches to encourage resource conservation: A meta-analysis. Glob. Environ. Chang. 2013, 23, 1773–1785. [Google Scholar] [CrossRef]
- Wang, G.; Liao, M.; Jiang, J. Research on agricultural carbon emissions and regional carbon emissions reduction strategies in China. Sustainability 2020, 12, 2627. [Google Scholar] [CrossRef]
- Beck, M.J.; Hensher, D.A.; Wei, E. Slowly coming out of COVID-19 restrictions in Australia: Implications for working from home and commuting trips by car and public transport. J. Transp. Geogr. 2020, 88, 102846. [Google Scholar] [CrossRef]
- Cheng, C.; Ren, X.; Dong, K.; Dong, X.; Wang, Z. How does technological innovation mitigate CO2 emissions in OECD countries? Heterogeneous analysis using panel quantile regression. J. Environ. Manag. 2021, 280, 111818. [Google Scholar] [CrossRef]
- Silvi, M.; Padilla, E. Pro-environmental behavior: Social norms, intrinsic motivation and external conditions. Environ. Policy Gov. 2021, 31, 619–632. [Google Scholar] [CrossRef]
- Morren, M.; Grinstein, A. The cross-cultural challenges of integrating personal norms into the Theory of Planned Behavior: A meta-analytic structural equation modeling (MASEM) approach. J. Environ. Psychol. 2021, 75, 101593. [Google Scholar] [CrossRef]
- Niemiec, R.M.; Champine, V.; Vaske, J.J.; Mertens, A. Does the impact of norms vary by type of norm and type of conservation behavior? A meta-analysis. Soc. Nat. Resour. 2020, 33, 1024–1040. [Google Scholar] [CrossRef]
- Xia, J.Q.; He, K.; Zhang, J.B. Effect of environmental regulations and village regulations on farmers’ green production willingness: Taking the resource use of livestock and poultry waste of large-scale pig farmers as an example. Chin. J. Eco-Agric. 2019, 27, 1925–1936. [Google Scholar] [CrossRef]
- Shi, Z.H.; Zhang, H. Research on social norms, environmental regulations and farmers’ fertilization behavior selection. Chin. J. Agric. Resour. Reg. Plan. 2021, 42, 51–61. [Google Scholar]
- Du, S.; Liu, J.; Fu, Z. The impact of village rules and formal environmental regulations on farmers’ cleaner production behavior: New evidence from China. Int. J. Environ. Res. Public Health 2021, 18, 7311. [Google Scholar] [CrossRef]
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. | 2.691 | 0.565 | |
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. | 4.267 | 0.915 |
Directive norms | Social blame for abandoned pesticide packages: 0 = No, 1 = Yes. | 0.622 | 0.485 | |
Moderating variable: Environmental regulation: | ||||
Incentive regulation | economic incentives | Are villagers given financial incentives for good participation? 0 = No, 1 = Yes | 0.302 | 0.460 |
Reputational incentives | Financial incentives for villager participation: 0 = No, 1 = Yes. | 0.441 | 0.497 | |
Penalize regulation | Financial penalties | Financial penalties for villagers with subpar participation: 0 = No, 1 = Yes. | 0.252 | 0.434 |
Instrumental variable: | ||||
Neighborly relations | 1 = very poor, 2 = poor, 3 = fair, 4 = good, 5 = very good. | 3.997 | 0.739 | |
Control variables | ||||
Characteristics of household heads | Age | Based on empirical survey data (Years). | 53.736 | 14.423 |
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 | 0.930 | |
Health level | 1 = very unhealthy, 2 = unhealthy, 3 = fair, 4 = healthy, 5 = very healthy | 3.659 | 0.982 | |
Whether the village cadres | 0 = No, 1 = Yes. | 0.157 | 0.364 | |
Family characteristics | Business scale | Based on empirical survey data (hectares). | 0.342 | 1.038 |
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 = happy, 5 = very happy. | 4.222 | 0.858 | |
Agricultural management characteristics | Land transfer | Whether your family transfers other people’s land? 0 = No, 1 = Yes. | 0.129 | 0.336 |
Socialized service | Whether socialized services are used for drug injection? 0 = no, 1 = yes. | 0.082 | 0.275 | |
Total number of plots | According to the actual survey data. | 3.337 | 3.705 | |
Plot distance | The longest distance between plots. (km) | 0.647 | 0.973 | |
Factors related to the village | The cultivated land area of the village group | Based on empirical survey data (hectares). | 84.914 | 73.861 |
Cultivated land quality | Arable land fertility assessment: 1 = very poor, 2 = poor, 3 = fair, 4 = good, 5 = very good. | 3.816 | 0.845 | |
Mountainous terrain (plains reference) | 0 = no, 1 = yes. | 0.367 | 0.482 | |
Hilly terrain (plains reference) | 0 = no, 1 = yes. | 0.544 | 0.499 |
Model 1 | |
---|---|
Descriptive norms | 0.285 ** (0.121) |
Directive norms | 0.859 *** (0.221) |
Age | −0.024 ** (0.009) |
Education level | −0.311 ** (0.128) |
Health level | 0.219 * (0.115) |
Whether the village cadres | 1.643 *** (0.420) |
Business scale | 0.059 (0.114) |
Part-time involvement | 0.102 (0.396) |
Happiness | −0.407 *** (0.136) |
Land transfer | −0.970 *** (0.314) |
Socialized service | 1.568 *** (0.585) |
Total number of plots | −0.085 ** (0.039) |
Plot distance | −0.311 ** (0.131) |
The cultivated land area of the village group | −0.004 *** (0.001) |
Cultivated land quality | 0.389 *** (0.154) |
Mountainous terrain (plains reference) | −0.015 (0.439) |
Hilly terrain (plains reference) | −0.570 (0.393) |
Prob > chi2 | 0.000 |
R2 | 0.211 |
Observations | 572 |
Variable | Model 2 Often Littering | Model 3 Occasional Littering | Model 4 Never Littered |
---|---|---|---|
Descriptive norms | −0.011 ** (0.005) | −0.029 ** (0.012) | 0.040 ** (0.017) |
Directive norms | −0.029 *** (0.012) | −0.087 *** (0.022) | 0.121 *** (0.030) |
Age | 0.001 ** (0.0003) | 0.002 *** (0.001) | −0.003 *** (0.001) |
Education level | 0.012 ** (0.005) | 0.032 ** (0.013) | −0.044 ** (0.018) |
Health | −0.009 * (0.005) | −0.022 * (0.012) | 0.031 * (0.016) |
Whether the village cadres | −0.065 *** (0.019) | −0.169 *** (0.041) | 0.232 *** (0.057) |
Business scale | −0.002 (0.004) | −0.006 (0.012) | 0.009 (0.016) |
Part-time involvement | −0.004 (0.016) | −0.010 (0.040) | 0.014 (0.056) |
Happiness | 0.016 *** (0.006) | 0.042 *** (0.014) | −0.058 *** (0.019) |
Land transfer | 0.038 *** (0.013) | 0.099 *** (0.032) | −0.137 *** (0.043) |
Socialized service | −0.062 *** (0.025) | −0.159 *** (0.060) | 0.221 *** (0.081) |
Total number of plots | 0.003 ** (0.002) | 0.009 ** (0.004) | −0.012 ** (0.005) |
Plot distance | 0.012 ** (0.005) | 0.032 ** (0.013) | −0.044 ** (0.018) |
The cultivated land area of the village group | 0.0002 *** (0.0001) | 0.0004 *** (0.0001) | −0.0006 *** (0.0002) |
Cultivated land quality | −0.015 ** (0.006) | −0.040 *** (0.015) | 0.055 ** (0.021) |
Mountainous terrain (plains reference) | 0.001 (0.017) | 0.002 (0.045) | −0.002 (0.062) |
Hilly terrain (plains reference) | 0.023 (0.016) | 0.058 (0.040) | −0.080 (0.055) |
Observations | 572 | 572 | 572 |
Variable | Whether to Litter Pesticide Packaging Waste Model 5 | Pesticide Packaging Waste Disposal Behavior Model 6 |
---|---|---|
Descriptive norms | 0.224 * (0.130) | 0.274 * (0.148) |
Directive norms | 0.734 ** (0.231) | 0.830 ** (0.268) |
Age | −0.013 (0.009) | 0.003 (0.013) |
Education level | −0.293 ** (0.136) | −0.229 (0.147) |
Health | 0.270 ** (0.125) | 0.254 * (0.139) |
Whether the village cadres | 1.672 *** (0.432) | 2.202 *** (0.578) |
Business scale | 0.117 (0.144) | 0.014 (0.119) |
Part-time involvement | 0.125 (0.425) | −0.260 (0.436) |
Happiness | −0.368 *** (0.140) | −0.574 *** (0.192) |
Land transfer | −1.088 *** (0.346) | −1.027 *** (0.374) |
Socialized service | 1.701 *** (0.621) | 1.686 ** (0.675) |
Total number of plots | −0.166 *** (0.051) | −0.103 ** (0.044) |
Plot distance | −0.281 ** (0.149) | −0.188 (0.163) |
The cultivated land area of the village group | −0.006 *** (0.002) | −0.005 *** (0.002) |
Cultivated land quality | 0.400 ** (0.162) | 0.381 ** (0.194) |
Mountainous terrain (plains reference) | −0.084 (0.470) | 0.212 (0.528) |
Hilly terrain (plains reference) | −0.538 (0.424) | −0.712 (0.462) |
Prob > chi2 | 0.000 | 0.000 |
R2 | 0.256 | 0.250 |
Observations | 572 | 572 |
Variant | Model 7 Descriptive Norms | Model 8 Directive Norms | ||
---|---|---|---|---|
First Phase | Second Phase | First Phase | Second Phase | |
Descriptive norms | 0.352 ** (0.179) | |||
Directive norms | 0.658 ** (0.285) | |||
Instrumental variable: | ||||
Neighborly relations | 0.198 *** (0.061) | 0.119 *** (0.026) | ||
Control variables | Containment | Containment | ||
Shea’s partial R2 | 0.029 | 0.032 | ||
Phase I F-value | 10.664 | 21.175 | ||
Durbin (score) test p-value | 0.038 | 0.038 | ||
Wu–Hausman test p-value | 0.041 | 0.041 | ||
Observations | 572 | 572 |
Incentive Regulation | Penalize Regulation | |||||
---|---|---|---|---|---|---|
Economic Incentives | Reputational Incentives | Financial Penalties | ||||
Model 9 | Model 10 | Model 11 | Model 12 | Model 13 | Model 14 | |
Descriptive norms | 0.031 * (0.018) | 0.028(0.018) | 0.058 *** (0.019) | |||
Directive norms | 0.122 *** (0.034) | 0.070 ** (0.034) | 0.102 *** (0.034) | |||
Economic incentives | −0.025 (0.177) | 0.088 (0.055) | ||||
Reputational incentives | 0.087 (0.156) | 0.102 ** (0.050) | ||||
Financial penalties | 0.332 ** (0.161) | −0.009 (0.059) | ||||
Descriptive norms * Economic incentives | 0.026 (0.041) | |||||
Directive norms * economic incentives | −0.009 (0.075) | |||||
Descriptive norms * Reputational incentives | 0.020 (0.037) | |||||
Directive norms * reputational incentives | 0.115 * (0.069) | |||||
Descriptive norms * financial penalties | −0.073 * (0.038) | |||||
Directive norms * financial penalties | 0.078 (0.077) | |||||
Control variables | Containment | Containment | Containment | Containment | Containment | Containment |
Prob > chi2 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
PseudoR2 | 0.218 | 0.217 | 0.242 | 0.245 | 0.217 | 0.213 |
Observations | 572 | 572 | 572 | 572 | 572 | 572 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Zhang, Y.; Zhang, M.; Weng, Z.; Gao, X.; Liao, W. The Influence of Social Norms and Environmental Regulations on Rural Households’ Pesticide Packaging Waste Disposal Behavior. Sustainability 2023, 15, 15938. https://doi.org/10.3390/su152215938
Zhang Y, Zhang M, Weng Z, Gao X, Liao W. The Influence of Social Norms and Environmental Regulations on Rural Households’ Pesticide Packaging Waste Disposal Behavior. Sustainability. 2023; 15(22):15938. https://doi.org/10.3390/su152215938
Chicago/Turabian StyleZhang, Yuhan, Mengling Zhang, Zhenlin Weng, Xueping Gao, and Wenmei Liao. 2023. "The Influence of Social Norms and Environmental Regulations on Rural Households’ Pesticide Packaging Waste Disposal Behavior" Sustainability 15, no. 22: 15938. https://doi.org/10.3390/su152215938
APA StyleZhang, Y., Zhang, M., Weng, Z., Gao, X., & Liao, W. (2023). The Influence of Social Norms and Environmental Regulations on Rural Households’ Pesticide Packaging Waste Disposal Behavior. Sustainability, 15(22), 15938. https://doi.org/10.3390/su152215938