Abstract
This paper surveys two key issues in closed-loop supply chain (CLSC) research: return functions and coordination mechanisms. The return function provides the rule according to which end-of-life/use products are returned to a collector. The coordination mechanisms consist of the adoption of a certain mechanism (e.g., a contract) to align the closed-loop supply chain members’ objectives. We describe latest thinking in these two major CLSC-related fields and suggest future research directions to be undertaken.
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Notes
We were somehow surprised that no papers were found in some operations research journals. To be on the safe side, we double checked by searching each of the following journals individually : Manufacturing and Service Operations Management, Decision Science, Production Planning and Control, Transportation Science, 4OR, Operations Research, Production and Operations Management and OR Spectrum.
Most of the papers reported in this section draw on Savaskan et al. (2004) and typically maximize one or more objective(s) with respect to the return rate. Needless to say that, throughout our paper, some contributions could have been classified otherwise, but any choice can be questioned and ultimately a decision must be made.
He (2015) also suggested an alternative return function taking the form \(\widetilde{r }=\widetilde{r }_{0}I^{\widetilde{r } _{1}}\) and show that their overall findings hold.
References
Aravendan M, Panneerselvam R (2014) Literature review on network design problems in closed loop and reverse supply chains. Intell Inf Manag 6(03):104
Atasu A, Guide VDR, Van Wassenhove LN (2008) Product reuse economics in closed-loop supply chain research. Prod Oper Manag 17(5):483–497
Aust G, Buscher U (2014) Cooperative advertising models in supply chain management: a review. Eur J Oper Res 234(1):1–14
Cachon GP (2003) Supply chain coordination with contracts. In: Handbooks in operations research and management science, vol 11, pp 227–339
Chen J (2011) The impact of sharing customer returns information in a supply chain with and without a buyback policy. Eur J Oper Res 213(3):478–488
Chen D, Ignatius J, Sun D, Zhan S, Zhou C, Marra M, Demirbag M (2018) Reverse logistics pricing strategy for a green supply chain: a view of customers' environmental awareness. Int J Prod Econ. https://doi.org/10.1016/j.ijpe.2018.08.031
Choi TM, Li Y, Xu L (2013) Channel leadership, performance and coordination in closed loop supply chains. Int J Prod Econ 146(1):371–380
Chuang CH, Wang CX, Zhao Y (2014) Closed-loop supply chain models for a high-tech product under alternative reverse channel and collection cost structures. Int J Prod Econ 156:108–123
Colicev A, De Giovanni P, Vinzi VE (2016) An empirical investigation of the antecedents of partnering capability. Int J Prod Econ 178:144–153
De Giovanni P (2014) Environmental collaboration in a closed-loop supply chain with a reverse revenue sharing contract. Ann Oper Res 220(1):135–157
De Giovanni P (2016) State-and control-dependent incentivizes in a closed-loop supply chain with dynamic returns. Dyn Games Appl 6(1):20–54
De Giovanni P (2017) Closed-loop supply chain coordination through incentivizes with asymmetric information. Ann Oper Res 253(1):133–167
De Giovanni P (2018) A joint maximization incentive in closed-loop supply chains with competing retailers: the case of spent-battery recycling. Eur J Oper Res 268(1):128–147
De Giovanni P, Ramani V (2018) Product cannibalization and the effect of a service strategy. J Oper Res Soc 69(3):340–357
De Giovanni P, Zaccour G (2013) Cost–revenue sharing in a closed-loop supply chain. In: Křivan V, Zaccour G (eds) Advances in dynamic games. Birkhäuser, Boston, pp 395–421
De Giovanni P, Zaccour G (2014) A two-period game of a closed-loop supply chain. Eur J Oper Res 232(1):22–40
De Giovanni P, Zaccour G (2019) Optimal quality improvements and pricing strategies with active and passive product returns. OMEGA Int J Manag Sci. https://doi.org/10.1016/j.omega.2018.09.007
De Giovanni P, Reddy PV, Zaccour G (2016) Incentive strategies for an optimal recovery program in a closed-loop supply chain. Eur J Oper Res 249(2):605–617
Dekker R, Fleischmann M, Van Wassenhove LN (eds) (2004) Reverse logistics: quantitative models for closed-loop supply chains. Springer, Berlin
Ferrer G, Whybark C (2001) Material planning for a remanufacturing facility. Prod Oper Manag 10(2):112–124
Fleischmann M, Bloemhof-Ruwaard J, van der Dekker R, Laan E, Van Wassenhove LN (1997) Quantitative models for reverse logistics: a review. Eur J Oper Res 103:1–17
Fleischmann M, Beullens P, Bloemhof-Ruwaard JM, Van Wassenhove LN (2001) The impact of product recovery on logistic network design. Prod Oper Manag 10(2):156–173
Fleischmann M, van Nunen J, Grave B (2002) Integrating closed-loop supply chains and spare parts in IBM. ERIM report series research in management, ERS-2002-107-LIS
Gan SS, Pujawan IN, Widodo B (2017) Pricing decision for new and remanufactured product in a closed-loop supply chain with separate sales-channel. Int J Prod Econ 190:120–132
Gao J, Han H, Hou L, Wang H (2016) Pricing and effort decisions in a closed-loop supply chain under different channel power structures. J Clean Prod 112:2043–2057
Genc TS, De Giovanni P (2017) Trade-in and save: a two-period closed-loop supply chain game with price and technology dependent returns. Int J Prod Econ 183:514–527
Genc TS, De Giovanni P (2018a) Closed-loop supply chain games with innovation-led lean programs and sustainability. Int J Prod Econ
Genc TS, De Giovanni P (2018b) Optimal return and rebate mechanism in a closed-loop supply chain game. Eur J Oper Res 269(2):661–681
Giri BC, Mondal C, Maiti T (2018) Analysing a closed-loop supply chain with selling price, warranty period and green sensitive consumer demand under revenue sharing contract. J Clean Prod 190:822–837
Govindan K, Popiuc MN (2014) Reverse supply chain coordination by revenue sharing contract: a case for the personal computers industry. Eur J Oper Res 233(2):326–336
Govindan K, Soleimani H, Kannan D (2015) Reverse logistics and closed-loop supply chain: a comprehensive review to explore the future. Eur J Oper Res 240(3):603–626
Guide VDR, Van Wassenhove LN (2009) The evolution of closed-loop supply chain research. Oper Res 57(1):10–18
Guo S, Shen B, Choi TM, Jung S (2017) A review on supply chain contracts in reverse logistics: Supply chain structures and channel leaderships. J Clean Prod 144:387–402
Han X, Wu H, Yang Q, Shang J (2017) Collection channel and production decisions in a closed-loop supply chain with remanufacturing cost disruption. Int J Prod Res 55(4):1147–1167
He Y (2015) Acquisition pricing and remanufacturing decisions in a closed-loop supply chain. Int J Prod Econ 163:48–60
Heydari J, Govindan K, Jafari A (2017) Reverse and closed loop supply chain coordination by considering government role. Transp Res Part D Transp Environ 52:379–398
Heydari J, Govindan K, Sadeghi R (2018) Reverse supply chain coordination under stochastic remanufacturing capacity. Int J Prod Econ 202:1–11
Hong IH, Yeh JS (2012) Modeling closed-loop supply chains in the electronics industry: a retailer collection application. Transp Res Part E Logist Transp Rev 48(4):817–829
Hong X, Xu L, Du P, Wang W (2015) Joint advertising, pricing and collection decisions in a closed-loop supply chain. Int J Prod Econ 167:12–22
Hong X, Govindan K, Xu L, Du P (2017) Quantity and collection decisions in a closed-loop supply chain with technology licensing. Eur J Oper Res 256(3):820–829
Hu S, Dai Y, Ma ZJ, Ye YS (2016) Designing contracts for a reverse supply chain with strategic recycling behavior of consumers. Int J Prod Econ 180:16–24
Huang Y, Wang Z (2017a) Information sharing in a closed-loop supply chain with technology licensing. Int J Prod Econ 191:113–127
Huang Y, Wang Z (2017b) Closed-loop supply chain models with product take-back and hybrid remanufacturing under technology licensing. J Clean Prod 142:3917–3927
Huang Y, Wang Z (2017c) Values of information sharing: a comparison of supplier-remanufacturing and manufacturer–remanufacturing scenarios. Transp Res Part E Logist Transp Rev 106:20–44
Huang M, Song M, Lee LH, Ching WK (2013) Analysis for strategy of closed-loop supply chain with dual recycling channel. Int J Prod Econ 144(2):510–520
Jena SK, Sarmah SP (2014) Price competition and co-operation in a duopoly closed-loop supply chain. Int J Prod Econ 156:346–360
Jørgensen S, Zaccour G (2014) A survey of game-theoretic models of cooperative advertising. Eur J Oper Res 237(1):1–14
Jørgensen S, Sigué SP, Zaccour G (2001) Stackelberg leadership in a marketing channel. Int Game Theory Rev 3:1–14
Kaya O (2010) Incentive and production decisions for remanufacturing operations. Eur J Oper Res 201(2):442–453
Krikke H, Le Blanc I, van de Velde S (2004) Product modularity and the design of closed-loop supply chains. Calif Manag Rev 46(2):23–39
Lambert DM (2008) The supply chain management and logistics controversy. In: Brewer AM, Button KJ, Hensher DA (eds) Handbook of logistics and supply-chain management (handbooks in transport), vol 2. Emerald Group Publishing Limited, pp 99–126
Lambert DM, Cooper MC (2000) Issues in supply chain management. Ind Mark Manag 29(1):65–83
Lawton C (2008) The war on returns. Wall Str J 1:18
Li X, Li Y, Govindan K (2014) An incentive model for closed-loop supply chain under the EPR law. J Oper Res Soc 65(1):88–96
Liu L, Wang Z, Xu L, Hong X, Govindan K (2017) Collection effort and reverse channel choices in a closed-loop supply chain. J Clean Prod 144:492–500
Ma WM, Zhao Z, Ke H (2013) Dual-channel closed-loop supply chain with government consumption-subsidy. Eur J Oper Res 226(2):221–227
Ma P, Li KW, Wang ZJ (2017) Pricing decisions in closed-loop supply chains with marketing effort and fairness concerns. Int J Prod Res 55(22):6710–6731
Ma ZJ, Hu S, Dai Y, Ye YS (2018) Pay-as-you-throw versus recycling fund system in closed-loop supply chains with alliance recycling. Int Trans Oper Res 25(6):1811–1829
Maiti T, Giri BC (2017) Two-way product recovery in a closed-loop supply chain with variable markup under price and quality dependent demand. Int J Prod Econ 183:259–272
Mentzer JT, DeWitt W, Keebler JS, Min S, Nix NW, Smith CD, Zacharia ZG (2001) Defining supply chain management. J Bus Logist 22(2):1–25
Miao Z, Fu K, Xia Z, Wang Y (2017) Models for closed-loop supply chain with trade-ins. Omega 66:308–326
Mitra S, Webster S (2008) Competition in remanufacturing and the effects of government subsidies. Int J Prod Econ 111(2):287–298
Modak NM, Modak N, Panda S, Sana SS (2018) Analyzing structure of two-echelon closed-loop supply chain for pricing, quality and recycling management. J Clean Prod 171:512–528
Nerlove M, Arrow KJ (1962) Optimal advertising policy under dynamic conditions. Economica 29(114):129–142
Panda S, Modak NM, Cárdenas-Barrón LE (2017) Coordinating a socially responsible closed-loop supply chain with product recycling. Int J Prod Econ 188:11–21
Pazoki M, Zaccour G (2018) Extended producer responsibility: regulation design and responsibility sharing policies for a supply chain. Cahier du GERAD G-2018-78
Pazoki M, Zaccour G (2019) A mechanism to promote product recovery and remanufacturing. Eur J Oper Res 274(2):601–614
Ramani V, De Giovanni P (2017) A two-period model of product cannibalization in an atypical closed-loop supply chain with endogenous returns: the case of dellreconnect. Eur J Oper Res 262(3):1009–1027
Saha S, Sarmah SP, Moon I (2016) Dual channel closed-loop supply chain coordination with a reward-driven remanufacturing policy. Int J Prod Res 54(5):1503–1517
San GS, Pujawan IN (2012) Closed-loop supply chain with remanufacturing: a literature review. In: Proceedings of the international conference on IML
Savaskan RC, Van Wassenhove LN (2006) Reverse channel design: the case of competing retailers. Manag Sci 52(1):1–14
Savaskan RC, Bhattacharya S, Van Wassenhove LN (2004) Closed-loop supply chain models with product remanufacturing. Manag Sci 50(2):239–252
Sethi SP (1983) Deterministic and stochastic optimization of a dynamic advertising model. Optim Control Appl Methods 4:179–184
Shear H, Speh T, Stock J (2002) Many happy (product) returns. Harv Bus Rev 80(7):16–17
Sheu JB (2011) Bargaining framework for competitive green supply chains under governmental financial intervention. Transp Res Part E Logist Transp Rev 47(5):573–592
Sheu JB, Chen YJ (2012) Impact of government financial intervention on competition among green supply chains. Int J Prod Econ 138(1):201–213
Souza GC (2013) Closed-loop supply chains: a critical review, and future research. Decis Sci 44(1):7–38
Sundari PT, Vijayalakshmi C (2016) A comprehensive review of closed loop supply chain. Glob J Pure Appl Math 12(4):2785–2792
Tabolt S, Lefebvre E, Lefebvre LA (2007) Closed-loop supply chain activities and derived benefits in manufacturing SMEs. J Manuf Technol Manag 18(6):627–658
Taleizadeh AA, Moshtagh MS (2018) A consignment stock scheme for closed loop supply chain with imperfect manufacturing processes, lost sales, and quality dependent return: multi levels structure. Int J Prod Econ. https://doi.org/10.1016/j.ijpe.2018.04.010
Taleizadeh AA, Sadeghi R (2018) Pricing strategies in the competitive reverse supply chains with traditional and e-channels: a game theoretic approach. Int J Prod Econ. https://doi.org/10.1016/j.ijpe.2018.06.011
Taleizadeh AA, Moshtagh MS, Moon I (2018) Pricing, product quality, and collection optimization in a decentralized closed-loop supply chain with different channel structures: game theoretical approach. J Clean Prod 189:406–431
Wang W, Zhang Y, Zhang K, Bai T, Shang J (2015) Reward–penalty mechanism for closed-loop supply chains under responsibility-sharing and different power structures. Int J Prod Econ 170:178–190
Wang W, Fan L, Ma P, Zhang P, Lu Z (2017) Reward–penalty mechanism in a closed-loop supply chain with sequential manufacturers’ price competition. J Clean Prod 168:118–130
Wang N, He Q, Jiang B (2018a) Hybrid closed-loop supply chains with competition in recycling and product markets. Int J Prod Econ. https://doi.org/10.1016/j.ijpe.2018.01.002
Wang W, Ding J, Sun H (2018b) Reward–penalty mechanism for a two-period closed-loop supply chain. J Clean Prod 203:898–917
Wei J, Govindan K, Li Y, Zhao J (2015) Pricing and collecting decisions in a closed-loop supply chain with symmetric and asymmetric information. Comput Oper Res 54:257–265
Wei J, Wang Y, Zhao J (2018) Interaction between greening and remanufacturing strategies in a manufacturer–retailer supply chain. J Clean Prod 189:585–601
Wu CH, Kao YJ (2018) Cooperation regarding technology development in a closed-loop supply chain. Eur J Oper Res 267(2):523–539
Wu X, Zhou Y (2017) The optimal reverse channel choice under supply chain competition. Eur J Oper Res 259(1):63–66
Xie J, Liang L, Liu L, Ieromonachou P (2017) Coordination contracts of dual-channel with cooperation advertising in closed-loop supply chains. Int J Prod Econ 183:528–538
Xie J, Zhang W, Liang L, Xia Y, Yin J, Yang G (2018) The revenue and cost sharing contract of pricing and servicing policies in a dual-channel closed-loop supply chain. J Clean Prod 191:361–383
Xiong Y, Zhou Y, Li G, Chan HK, Xiong Z (2013) Don’t forget your supplier when remanufacturing. Eur J Oper Res 230(1):15–25
Xu L, Li Y, Govindan K, Xu X (2015) Consumer returns policies with endogenous deadline and supply chain coordination. Eur J Oper Res 242(1):88–99
Yang H, Chen J, Chen X, Chen B (2017) The impact of customer returns in a supply chain with a common retailer. Eur J Oper Res 256(1):139–150
Yoo SH, Kim BC (2016) Joint pricing of new and refurbished items: a comparison of closed-loop supply chain models. Int J Prod Econ 182:132–143
Yoo SH, Kim D, Park MS (2015) Pricing and return policy under various supply contracts in a closed-loop supply chain. Int J Prod Res 53(1):106–126
Zhao S, Zhu Q (2017) Remanufacturing supply chain coordination under the stochastic remanufacturability rate and the random demand. Ann Oper Res 257(1–2):661–695
Zhao J, Wei J, Li M (2017a) Collecting channel choice and optimal decisions on pricing and collecting in a remanufacturing supply chain. J Clean Prod 167:530–544
Zhao J, Wei J, Sun X (2017b) Coordination of fuzzy closed-loop supply chain with price dependent demand under symmetric and asymmetric information conditions. Ann Oper Res 257(1–2):469–489
Zhou W, Zheng Y, Huang W (2017) Competitive advantage of qualified WEEE recyclers through EPR legislation. Eur J Oper Res 257(2):641–655
Zu-Jun M, Zhang N, Dai Y, Hu S (2016) Managing channel profits of different cooperative models in closed-loop supply chains. Omega 59:251–262
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We would like to thank Editor Michel Grabisch for very helpful comments. Research supported by NSERC Canada, Grant RGPIN-2016-04975.
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De Giovanni, P., Zaccour, G. A selective survey of game-theoretic models of closed-loop supply chains. 4OR-Q J Oper Res 17, 1–44 (2019). https://doi.org/10.1007/s10288-019-00399-w
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DOI: https://doi.org/10.1007/s10288-019-00399-w