IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i13p10427-d1185258.html
   My bibliography  Save this article

Community-Level Household Waste Disposal Behavior Simulation and Visualization under Multiple Incentive Policies—An Agent-Based Modelling Approach

Author

Listed:
  • Hancong Ma

    (Institute of Remote Sensing and Geographic Information System, Peking University, Beijing 100871, China)

  • Mei Li

    (Institute of Remote Sensing and Geographic Information System, Peking University, Beijing 100871, China)

  • Xin Tong

    (College of Urban and Environmental Sciences, Peking University, Beijing 100871, China)

  • Ping Dong

    (Geoscence Information Technology Co., Ltd., Beijing 100028, China)

Abstract

The classification and recycling of household waste becomes a major issue in today’s urban environmental protection and domestic waste disposal. Although various policies promoting household waste classification have been introduced, the recovery rate failed to reach the expected result. Existing studies on incentive policies for household waste recycling tried to integrate subjective and objective factors in human behavior decisions. To explore how effective interventions can promote household waste classification in communities, this article developed an Agent-Based Model (ABM) based on Theory of Planned Behavior (TPB) to simulate the participation of households under eight different policy scenarios. The result shows that: monetary incentive is most effective in inducing participation, while social norms have different impacts on household decision under different policy intervention. Under policy stimulus, the participation rate of garbage sorting increased from 18% to 76%. This model has been applied into an online community-based participatory virtual simulation 3D system, which aims to help university students better understand how policies affect household recycling behaviors, which end up affecting the environment.

Suggested Citation

  • Hancong Ma & Mei Li & Xin Tong & Ping Dong, 2023. "Community-Level Household Waste Disposal Behavior Simulation and Visualization under Multiple Incentive Policies—An Agent-Based Modelling Approach," Sustainability, MDPI, vol. 15(13), pages 1-15, July.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:13:p:10427-:d:1185258
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/13/10427/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/13/10427/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Babaei, Ali Akbar & Alavi, Nadali & Goudarzi, Gholamreza & Teymouri, Pari & Ahmadi, Kambiz & Rafiee, Mohammad, 2015. "Household recycling knowledge, attitudes and practices towards solid waste management," Resources, Conservation & Recycling, Elsevier, vol. 102(C), pages 94-100.
    2. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    3. Dai, Y.C. & Gordon, M.P.R. & Ye, J.Y. & Xu, D.Y. & Lin, Z.Y. & Robinson, N.K.L. & Woodard, R. & Harder, M.K., 2015. "Why doorstepping can increase household waste recycling," Resources, Conservation & Recycling, Elsevier, vol. 102(C), pages 9-19.
    4. An, Li, 2012. "Modeling human decisions in coupled human and natural systems: Review of agent-based models," Ecological Modelling, Elsevier, vol. 229(C), pages 25-36.
    5. Julien Walzberg & Alberta Carpenter & Garvin A. Heath, 2021. "Role of the social factors in success of solar photovoltaic reuse and recycle programmes," Nature Energy, Nature, vol. 6(9), pages 913-924, September.
    6. Dhokhikah, Yeny & Trihadiningrum, Yulinah & Sunaryo, Sony, 2015. "Community participation in household solid waste reduction in Surabaya, Indonesia," Resources, Conservation & Recycling, Elsevier, vol. 102(C), pages 153-162.
    7. Timlett, R.E. & Williams, I.D., 2008. "Public participation and recycling performance in England: A comparison of tools for behaviour change," Resources, Conservation & Recycling, Elsevier, vol. 52(4), pages 622-634.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zhang, Suopeng & Zhang, Mingli & Yu, Xueying & Ren, Hao, 2016. "What keeps Chinese from recycling: Accessibility of recycling facilities and the behavior," Resources, Conservation & Recycling, Elsevier, vol. 109(C), pages 176-186.
    2. Cong, Rong-Gang & Thomsen, Marianne, 2021. "Review of ecosystem services in a bio-based circular economy and governance mechanisms," Ecosystem Services, Elsevier, vol. 50(C).
    3. Ficko, Andrej & Boncina, Andrej, 2013. "Probabilistic typology of management decision making in private forest properties," Forest Policy and Economics, Elsevier, vol. 27(C), pages 34-43.
    4. Nik Masdek Nik Rozana & Wong Kelly Kai Seng & Mohd Nawi Nolila & Sharifuddin Juwaidah & Wong Wang Li, 2023. "Antecedents of sustainable food waste management behaviour: Empirical evidence from urban households in Malaysia," Management & Marketing, Sciendo, vol. 18(1), pages 53-77, March.
    5. Chuanhui Liao & Hui Li, 2019. "Environmental Education, Knowledge, and High School Students’ Intention toward Separation of Solid Waste on Campus," IJERPH, MDPI, vol. 16(9), pages 1-15, May.
    6. Noeldeke, Beatrice & Winter, Etti & Ntawuhiganayo, Elisée Bahati, 2022. "Representing human decision-making in agent-based simulation models: Agroforestry adoption in rural Rwanda," Ecological Economics, Elsevier, vol. 200(C).
    7. Nur Shafeera Mohamad & Ai Chin Thoo & Hon Tat Huam, 2022. "The Determinants of Consumers’ E-Waste Recycling Behavior through the Lens of Extended Theory of Planned Behavior," Sustainability, MDPI, vol. 14(15), pages 1-27, July.
    8. Arbués, Fernando & Villanúa, Inmaculada, 2016. "Determinants of behavior toward selective collection of batteries in Spain. A bivariate probit model," Resources, Conservation & Recycling, Elsevier, vol. 106(C), pages 1-8.
    9. Giacomo Ravaioli & Tiago Domingos & Ricardo F. M. Teixeira, 2023. "A Framework for Data-Driven Agent-Based Modelling of Agricultural Land Use," Land, MDPI, vol. 12(4), pages 1-17, March.
    10. Willman, Kenneth W., 2015. "Information sharing and curbside recycling: A pilot study to evaluate the value of door-to-door distribution of informational literature," Resources, Conservation & Recycling, Elsevier, vol. 104(PA), pages 162-171.
    11. Wenyan Wu & Lu Li & Hanxin Chen & Minyue Xu & Yalin Yuan, 2022. "Farmers’ Preference for Participating in Rural Solid Waste Management: A Case Study from Shaanxi Province, China," IJERPH, MDPI, vol. 19(21), pages 1-14, November.
    12. Thanos Ioannou & Katerina Bazigou & Afroditi Katsigianni & Michalis Fotiadis & Christina Chroni & Thrassyvoulos Manios & Ioannis Daliakopoulos & Christos Tsompanidis & Eleni Michalodimitraki & Katia L, 2022. "The “A2UFood Training Kit”: Participatory Workshops to Minimize Food Loss and Waste," Sustainability, MDPI, vol. 14(4), pages 1-24, February.
    13. Grace B. Villamor & Andrew Dunningham & Philip Stahlmann-Brown & Peter W. Clinton, 2022. "Improving the Representation of Climate Change Adaptation Behaviour in New Zealand’s Forest Growing Sector," Land, MDPI, vol. 11(3), pages 1-18, March.
    14. Yihan Zhao & Rong Chen & Mitsuyasu Yabe & Buxin Han & Pingping Liu, 2021. "I Am Better Than Others: Waste Management Policies and Self-Enhancement Bias," Sustainability, MDPI, vol. 13(23), pages 1-19, November.
    15. Jing Shen & Donghui Zheng & Xiaoning Zhang & Mei Qu, 2020. "Investigating Rural Domestic Waste Sorting Intentions Based on an Integrative Framework of Planned Behavior Theory and Normative Activation Models: Evidence from Guanzhong Basin, China," IJERPH, MDPI, vol. 17(13), pages 1-14, July.
    16. Xingyu Yang & Xiaoyi Chen & Xinyue Xiao & Haode Xi & Shiwei Liu, 2021. "College Students’ Willingness to Separate Municipal Waste and Its Influencing Factors: A Case Study in Chongqing, China," Sustainability, MDPI, vol. 13(22), pages 1-17, November.
    17. Feiyu Chen & Fang Wang & Jing Hou, 2020. "Individual Preference Framework or Group Preference Framework? Which Will Regulate the Impact Path of Product Facilities on Residents’ Waste-Sorting Behavior Better," IJERPH, MDPI, vol. 17(7), pages 1-19, March.
    18. Bourceret, Amélie & Amblard, Laurence & Mathias, Jean-Denis, 2022. "Adapting the governance of social–ecological systems to behavioural dynamics: An agent-based model for water quality management using the theory of planned behaviour," Ecological Economics, Elsevier, vol. 194(C).
    19. Keramitsoglou, Kiriaki M. & Tsagarakis, Konstantinos P., 2013. "Public participation in designing a recycling scheme towards maximum public acceptance," Resources, Conservation & Recycling, Elsevier, vol. 70(C), pages 55-67.
    20. Klöckner, Christian Andreas & Oppedal, Inger Olin, 2011. "General vs. domain specific recycling behaviour—Applying a multilevel comprehensive action determination model to recycling in Norwegian student homes," Resources, Conservation & Recycling, Elsevier, vol. 55(4), pages 463-471.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2023:i:13:p:10427-:d:1185258. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.