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Frontiers of Environmental Science & Engineering

ISSN 2095-2201

ISSN 2095-221X(Online)

CN 10-1013/X

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Front. Environ. Sci. Eng.    2020, Vol. 14 Issue (2) : 29    https://doi.org/10.1007/s11783-019-1208-2
RESEARCH ARTICLE
The impact of government incentives and penalties on willingness to recycle plastic waste: An evolutionary game theory perspective
Zhen Wang1, Jiazhen Huo1,2(), Yongrui Duan1,2
1. School of Economics and Management, Tongji University, Shanghai 200092, China
2. Bosch-Tongji University Chair of Global Supply Chain Management, Shanghai 200092, China
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Abstract

• Punishments increase the participation probability of collectors and recyclers.

• Policy-sponsored incentives make collectors and recyclers to participate earlier.

• Recyclers are more sensitive to government punishments than collectors.

Because governments have introduced policies involving incentives and penalties to promote the recycling of plastic waste, it is important to understand the impact of such incentives and penalties on the willingness of stakeholders to participate. In this study, government is included as a player, alongside waste collectors and recyclers, in a tripartite evolutionary game model of plastic waste recycling. The study explores the evolutionary equilibrium and performs a simulation analysis to elucidate the effect of government incentives and penalties on the willingness of other players to participate in recycling. Three conclusions are drawn from this research. First, an increase in incentives or in penalties increases the probability that collectors and recyclers will participate in the recycling process. Second, policy support incentives encourage collectors and recyclers to participate in plastic waste recycling earlier than subsidy incentives do. Finally, recyclers are more sensitive than collectors to government-imposed penalties.

Keywords Plastic waste      Recycle      Reuse      Government incentives      Government penalties      Evolutionary game     
Corresponding Author(s): Jiazhen Huo   
Issue Date: 15 January 2020
 Cite this article:   
Zhen Wang,Jiazhen Huo,Yongrui Duan. The impact of government incentives and penalties on willingness to recycle plastic waste: An evolutionary game theory perspective[J]. Front. Environ. Sci. Eng., 2020, 14(2): 29.
 URL:  
https://academic.hep.com.cn/fese/EN/10.1007/s11783-019-1208-2
https://academic.hep.com.cn/fese/EN/Y2020/V14/I2/29
Stakeholder Recyclers
Join Not Join
Collectors Join [I1G C1I2+nIC1+rSI3+(1 n)IC2+ (1r)S+GC2] [I1G C3I2C1+ rS+PRI 3 PR+E 2 ]
Not Join [I1G C1I2+E1 PC I3C2+(1 r)S+P C+GC 2 ] [I1G C3I2 I3]
Tab.1  Payoff matrix with government incentives
Stakeholder Recyclers
Join Not Join
Collectors Join [I0 I2+nIC1 I3+( 1n)IC2] [I0 I2C1+PRI3PR+E 2 ]
Not Join [I0 I2+E1PCI3C2+ PC ] [I0 I2I3]
Tab.2  Payoff matrix without government incentives
Equilibrium Point Det(J) Tr(J)
(0, 0, 0) [(1 m)I1GC1][ PR C1][PCC2] [(1 m)I1GC1]+[PRC1]+[ PC C2]
(0, 0, 1) [(1 m)I1GC1][ nI+P CE1C1][ C2PC] [(1 m)I1GC1]+[nI+PC E1C1]+ [C 2 PC]
(0, 1, 0) [(1 m)I1GC1][ PR C1][( 1n)I +PR E2C2] [(1 m)I1GC1]+[PRC1]+[ (1n )I+ PR E2C2]
(0, 1, 1) [(1 m)I1GC1][ C1+E1nIPC ][C2+E2(1 n)IPR] [(1 m)I1GC1]+[C1+E1 nIP C] +[ C2+ E2(1n )I PR]
(1, 0, 0) [G C1(1m )I1][ PR+r SC1][GC2+PC +(1r )S C2] [G C1(1m )I1]+[ PR+ rSC 1]+[GC 2+PC+(1 r)SC2]
(1, 0, 1) [G C1(1m )I1][nI+PC+rS E1C1][C2(1 r)SG C2PC ] [G C1(1m )I1]+[nI+PC+ rSE 1 C1 ]+[C2 (1r)S GC2PC]
(1, 1, 0) [G C1(1m )I1][ C1rS PR][ (1r)S+GC2+( 1n)I+PR E2C2] [G C1(1m )I1]+[C1r SPR]+[ (1r )S+ GC2+( 1n)I+PR E2C2]
(1, 1, 1) [G C1(1m )I1][ C1+E1rS nIP C] [C 2+E2 (1r)S GC2( 1n)I PR] [G C1(1m )I1]+[ C1+E1rSnI PC]+[ C2+E2(1 r)SGC2(1 n)IPR]
Tab.3  Det(J) and Tr(J) in the Jacobian matrix J for the eight local equilibrium points
Fig.1  Changes in the intensity of government policy support.
Fig.2  Changes in the government subsidies
Fig.3  Influence of the government incentives.
Fig.4  Changes in the government fines for collectors.
Fig.5  Changes in the government fines for recyclers.
1 P Agamuthu, K M Khidzir, F S Hamid (2009). Drivers of sustainable waste management in Asia. Waste Management & Research, 27(7): 625–633
https://doi.org/10.1177/0734242X09103191
2 S Akhtar (2015). Food safety challenges: A Pakistan’s perspective. Critical Reviews in Food Science and Nutrition, 55(2): 219–226
https://doi.org/10.1080/10408398.2011.650801
3 S M Al-Salem, P Lettieri, J Baeyens (2009). Recycling and recovery routes of plastic solid waste (PSW): A review. Waste Management (New York, N.Y.), 29(10): 2625–2643
https://doi.org/10.1016/j.wasman.2009.06.004
4 Y J Bor, Y L Chien, E Hsu (2004). The market-incentive recycling system for waste packaging containers in Taiwan. Environmental Science & Policy, 7(6): 509–523
https://doi.org/10.1016/j.envsci.2004.07.002
5 C Y Cai, S Y Yu, Y Liu, S Tao, W X Liu (2018). PBDE emission from E-wastes during the pyrolytic process: Emission factor, compositional profile, size distribution, and gas-particle partitioning. Environmental Pollution, 235: 419–428
https://doi.org/10.1016/j.envpol.2017.12.068
6 P Calcott, M Walls (2005). Waste, recycling, and “Design for Environment”: Roles for markets and policy instruments. Resource and Energy Economics, 27(4): 287–305
https://doi.org/10.1016/j.reseneeco.2005.02.001
7 M L Campbell, C Slavin, A Grage, A Kinslow (2016). Human health impacts from litter on beaches and associated perceptions: A case study of ‘clean’ Tasmanian beaches. Ocean and Coastal Management, 126: 22–30
https://doi.org/10.1016/j.ocecoaman.2016.04.002
8 A Castagna, M Casagranda, A Zeni, E Girelli, E C Rada, M Ragazzi, T Apostol (2013). 3R’s from citizens point of view and their proposal from a case-study. U.P.B. Science Bulletin, 75(4): 253–264
9 F Contreras, S Ishii, T Aramaki, K Hanaki, S Connors (2010). Drivers in current and future municipal solid waste management systems: cases in Yokohama and Boston. Waste Management & Research, 28(1): 76–93
https://doi.org/10.1177/0734242X09349417
10 R Fidelis, M A Ferreira, J C Colmenero (2015). Selecting a location to install a plastic processing center: Network of recycling cooperatives. Resources, Conservation and Recycling, 103: 1–8
https://doi.org/10.1016/j.resconrec.2015.07.002
11 D Friedman (1991). Evolutionary games in economics. Econometrica, 59(3): 637–666
12 S C Gall, R C Thompson (2015). The impact of debris on marine life. Marine Pollution Bulletin, 92(1–2): 170–179
https://doi.org/10.1016/j.marpolbul.2014.12.041
13 R Geyer, J R Jambeck, K L Law (2017). Production, use, and fate of all plastics ever made. Science Advances, 3(7): e1700782
https://doi.org/10.1126/sciadv.1700782
14 S Guy, V Henshaw, O Heidrich (2015). Climate change, adaptation and eco-art in Singapore. Journal of Environmental Planning and Management, 58(1): 39–54
https://doi.org/10.1080/09640568.2013.839446
15 N Heng, U U Laptaned, N Mehrdadi (2008). Recycling and reuse of household plastics. International Journal of Environmental of Research, 2(1): 27–36
16 J Hopewell, R Dvorak, E Kosior (2009). Plastics recycling: Challenges and opportunities. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences, 364(1526): 2115–2126
https://doi.org/10.1098/rstb.2008.0311
17 M Ilyas, W Ahmad, H Khan, S Yousaf, K Khan, S Nazir (2018). Plastic waste as a significant threat to environment: A systematic literature review. Reviews on Environmental Health, 33(4): 383–406
https://doi.org/10.1515/reveh-2017-0035
18 R Jacobsen, G Willeghems, X Gellynck, J Buysse (2018). Increasing the quantity of separated post-consumer plastics for reducing combustible household waste: The case of rigid plastics in Flanders. Waste Management (New York, N.Y.), 78: 708–716
https://doi.org/10.1016/j.wasman.2018.06.025
19 J R Jambeck, R Geyer, C Wilcox, T R Siegler, M Perryman, A Andrady, R Narayan, K L Law (2015). Plastic waste inputs from land into the ocean. Science, 347(6223): 768–771
https://doi.org/10.1126/science.1260352
20 R R Jenkins, S A Martinez, K Palmer, M J Podolsky (2003). The determinants of household recycling: A material-specific analysis of recycling program features and unit pricing. Journal of Environmental Economics and Management, 45(2): 294–318
https://doi.org/10.1016/S0095-0696(02)00054-2
21 P Ji, X Ma, G Li (2015). Developing green purchasing relationships for the manufacturing industry: An evolutionary game theory perspective. International Journal of Production Economics, 166: 155–162
https://doi.org/10.1016/j.ijpe.2014.10.009
22 N Jones, K Evangelinos, C P Halvadakis, T Iosifides, C M Sophoulis (2010). Social factors influencing perceptions and willingness to pay for a market-based policy aiming on solid waste management. Resources, Conservation and Recycling, 54(9): 533–540
https://doi.org/10.1016/j.resconrec.2009.10.010
23 R K Kaushal, A K Nema (2013). Strategic analysis of computer waste management options: Game-theoretic approach. Journal of Environmental Engineering, 139(2): 241–249
https://doi.org/10.1061/(ASCE)EE.1943-7870.0000618
24 F Khan, W Ahmed, A Najmi (2019). Understanding consumers’ behavior intentions towards dealing with the plastic waste: Perspective of a developing country. Resources, Conservation and Recycling, 142: 49–58
https://doi.org/10.1016/j.resconrec.2018.11.020
25 K L Law, S Morét-Ferguson, N A Maximenko, G Proskurowski, E E Peacock, J Hafner, C M Reddy (2010). Plastic accumulation in the North Atlantic subtropical gyre. Science, 329(5996): 1185–1188
https://doi.org/10.1126/science.1192321
26 W Leal Filho, U Saari, M Fedoruk, A Iital, H Moora, M Klöga, V Voronova (2019). An overview of the problems posed by plastic products and the role of extended producer responsibility in Europe. Journal of Cleaner Production, 214: 550–558
https://doi.org/10.1016/j.jclepro.2018.12.256
27 J Li, G Wu, Z Xu (2015). Tribo-charging properties of waste plastic granules in process of tribo-electrostatic separation. Waste Management (New York, N.Y.), 35: 36–41
https://doi.org/10.1016/j.wasman.2014.10.001
28 W C Li, H F Tse, L Fok (2016). Plastic waste in the marine environment: A review of sources, occurrence and effects. Science of the Total Environment, 566–567: 333–349
https://doi.org/10.1016/j.scitotenv.2016.05.084
29 R Long, J Yang, H Chen, Q Li, W Fang, L Wang (2019). Co-evolutionary simulation study of multiple stakeholders in the take-out waste recycling industry chain. Journal of Environmental Management, 231: 701–713
https://doi.org/10.1016/j.jenvman.2018.10.061
30 S Matsumoto (2011). Waste separation at home: Are Japanese municipal curbside recycling policies efficient? Resources, Conservation and Recycling, 55(3): 325–334
https://doi.org/10.1016/j.resconrec.2010.10.005
31 W Mueller (2013). The effectiveness of recycling policy options: Waste diversion or just diversions? Waste Management (New York, N.Y.), 33(3): 508–518
https://doi.org/10.1016/j.wasman.2012.12.007
32 K Ni, Y Lu, T Wang, Y Shi, K Kannan, L Xu, Q Li, S Liu (2013). Polybrominated diphenyl ethers (PBDEs) in China: Policies and recommendations for sound management of plastics from electronic wastes. Journal of Environmental Management, 115: 114–123
https://doi.org/10.1016/j.jenvman.2012.09.031
33 S Park (2018). Factors influencing the citizen cost burden in managing the volume-based waste fee system in South Korea. Waste Management (New York, N.Y.), 82: 285–291
https://doi.org/10.1016/j.wasman.2018.10.026
34 H Shent, R J Pugh, E Forssberg (1999). A review of plastics waste recycling and the flotation of plastics. Resources, Conservation and Recycling, 25(2): 85–109
https://doi.org/10.1016/S0921-3449(98)00017-2
35 S F Sidique, F Lupi, S V Joshi (2010). The effects of behavior and attitudes on drop-off recycling activities. Resources, Conservation and Recycling, 54(3): 163–170
https://doi.org/10.1016/j.resconrec.2009.07.012
36 I M Steensgaard, K Syberg, S Rist, N B Hartmann, A Boldrin, S F Hansen (2017). From macro-to microplastics: Analysis of EU regulation along the life cycle of plastic bags. Environmental Pollution, 224: 289–299
https://doi.org/10.1016/j.envpol.2017.02.007
37 P C Stern (1999). Information, incentives, and proenvironmental consumer behavior. Journal of Consumer Policy, 22(4): 461–478
https://doi.org/10.1023/A:1006211709570
38 S Suttibak, V Nitivattananon (2008). Assessment of factors influencing the performance of solid waste recycling programs. Resources, Conservation and Recycling, 53(1–2): 45–56
https://doi.org/10.1016/j.resconrec.2008.09.004
39 A M Troschinetz, J R Mihelcic (2009). Sustainable recycling of municipal solid waste in developing countries. Waste Management (New York, N.Y.), 29(2): 915–923
https://doi.org/10.1016/j.wasman.2008.04.016
40 A C Vegter, M Barletta, C Beck, J Borrero, H Burton, M L Campbell, M F Costa, M Eriksen, C Eriksson, A Estrades, K V K Gilardi, B D Hardesty, J A Ivar do Sul, J L Lavers, B Lazar, L Lebreton, W J Nichols, C A Ribic, P G Ryan, Q A Schuyler, S D A Smith, H Takada, K A Townsend, C C C Wabnitz, C Wilcox, L C Young, M Hamann (2014). Global research priorities to mitigate plastic pollution impacts on marine wildlife. Endangered Species Research, 25(3): 225–247
https://doi.org/10.3354/esr00623
41 S Vinodh, M Prasanna, N Hari Prakash (2014). Integrated Fuzzy AHP–TOPSIS for selecting the best plastic recycling method: A case study. Applied Mathematical Modelling, 38(19–20): 4662–4672
https://doi.org/10.1016/j.apm.2014.03.007
42 C Wilcox, E Van Sebille, B D Hardesty (2015). Threat of plastic pollution to seabirds is global, pervasive, and increasing. Proceedings of the National Academy of Sciences of the United States of America, 112(38): 11899–11904
https://doi.org/10.1073/pnas.1502108112
43 K Willis, C Maureaud, C Wilcox, B D Hardesty (2018). How successful are waste abatement campaigns and government policies at reducing plastic waste into the marine environment? Marine Policy, 96: 243–249
https://doi.org/10.1016/j.marpol.2017.11.037
44 S Xiao, H Dong, Y Geng, M Brander (2018). An overview of China’s recyclable waste recycling and recommendations for integrated solutions. Resources, Conservation and Recycling, 134: 112–120
https://doi.org/10.1016/j.resconrec.2018.02.032
45 A U Zaman (2013). Identification of waste management development drivers and potential emerging waste treatment technologies. International Journal of Environmental Science and Technology, 10(3): 455–464
https://doi.org/10.1007/s13762-013-0187-2
46 I S Zen, C Siwar (2015). An analysis of household acceptance of curbside recycling scheme in Kuala Lumpur, Malaysia. Habitat International, 47: 248–255
https://doi.org/10.1016/j.habitatint.2015.01.014
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