IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v15y2018i10p2183-d173985.html
   My bibliography  Save this article

Green Procurement Relationships Development under Carbon Emissions Regulations: A Bi-Level Programming Approach

Author

Listed:
  • Xiao-Ying Bao

    (College of Management Science, Chengdu University of Technology, Chengdu 610059, China)

  • Lei Zhang

    (College of Business Administration, Zhejiang University of Finance and Economics, Hangzhou 310018, China
    School of Economics and Management, Fuzhou University, Fuzhou 350116, China)

Abstract

A multi-period Stackelberg game is adopted to study a green procurement relationship between manufacturers and suppliers in a supply chain. The manufacturers are considered as leaders, while the suppliers are modelled as followers in this Stackelberg game. Accordingly, a mixed binary linear bi-level programming model is developed to elaborate the game in consideration of carbon tax scheme. The upper level (the leader) aims at selecting a proper number of suitable suppliers to provide heterogeneous raw materials at the lowest operational cost. The objective of the lower level (the follower) is to find optimal purchasing quantities of raw materials. In addition, two lemmas are introduced to transform the mixed linear bi-level programming model into a single level linear programming model. The numerical example illustrates that: (1) the manufacturer prefers to adopt the multiple sourcing strategy due to the flexibility; (2) keeping stable supplies and large order volumes could effectively reduce carbon emissions for the suppliers and make the supply chain greener.

Suggested Citation

  • Xiao-Ying Bao & Lei Zhang, 2018. "Green Procurement Relationships Development under Carbon Emissions Regulations: A Bi-Level Programming Approach," IJERPH, MDPI, vol. 15(10), pages 1-14, October.
  • Handle: RePEc:gam:jijerp:v:15:y:2018:i:10:p:2183-:d:173985
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/15/10/2183/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/15/10/2183/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ruixue Guo & Hau L. Lee & Robert Swinney, 2016. "Responsible Sourcing in Supply Chains," Management Science, INFORMS, vol. 62(9), pages 2722-2744, September.
    2. Xiangshuo He & Jian Zhang, 2018. "Supplier Selection Study under the Respective of Low-Carbon Supply Chain: A Hybrid Evaluation Model Based on FA-DEA-AHP," Sustainability, MDPI, vol. 10(2), pages 1-17, February.
    3. Glenn Hoetker & Anand Swaminathan & Will Mitchell, 2007. "Modularity and the Impact of Buyer-Supplier Relationships on the Survival of Suppliers," Management Science, INFORMS, vol. 53(2), pages 178-191, February.
    4. Hongmin Li & Hao Zhang & Charles H. Fine, 2013. "Dynamic Business Share Allocation in a Supply Chain with Competing Suppliers," Operations Research, INFORMS, vol. 61(2), pages 280-297, April.
    5. Sadok Turki & Stanislav Didukh & Christophe Sauvey & Nidhal Rezg, 2017. "Optimization and Analysis of a Manufacturing–Remanufacturing–Transport–Warehousing System within a Closed-Loop Supply Chain," Sustainability, MDPI, vol. 9(4), pages 1-20, April.
    6. Yu Xia & Bintong Chen & Panos Kouvelis, 2008. "Market-Based Supply Chain Coordination by Matching Suppliers' Cost Structures with Buyers' Order Profiles," Management Science, INFORMS, vol. 54(11), pages 1861-1875, November.
    7. Zhao, Laijun & Li, Changmin & Huang, Rongbing & Si, Steven & Xue, Jian & Huang, Wei & Hu, Yue, 2013. "Harmonizing model with transfer tax on water pollution across regional boundaries in a China’s lake basin," European Journal of Operational Research, Elsevier, vol. 225(2), pages 377-382.
    8. Ji, Ping & Ma, Xin & Li, Gang, 2015. "Developing green purchasing relationships for the manufacturing industry: An evolutionary game theory perspective," International Journal of Production Economics, Elsevier, vol. 166(C), pages 155-162.
    9. Baiyun Yuan & Bingmei Gu & Jin Guo & Liangjie Xia & Chunming Xu, 2018. "The Optimal Decisions for a Sustainable Supply Chain with Carbon Information Asymmetry under Cap-and-Trade," Sustainability, MDPI, vol. 10(4), pages 1-17, March.
    10. Elena Belavina & Karan Girotra, 2012. "The Relational Advantages of Intermediation," Management Science, INFORMS, vol. 58(9), pages 1614-1631, September.
    11. Tang, Xinlin & Rai, Arun, 2014. "How should process capabilities be combined to leverage supplier relationships competitively?," European Journal of Operational Research, Elsevier, vol. 239(1), pages 119-129.
    12. Bisheng Du & Qing Liu & Guiping Li, 2017. "Coordinating Leader-Follower Supply Chain with Sustainable Green Technology Innovation on Their Fairness Concerns," IJERPH, MDPI, vol. 14(11), pages 1-23, November.
    13. Handfield, Robert & Walton, Steven V. & Sroufe, Robert & Melnyk, Steven A., 2002. "Applying environmental criteria to supplier assessment: A study in the application of the Analytical Hierarchy Process," European Journal of Operational Research, Elsevier, vol. 141(1), pages 70-87, August.
    14. Hao Zhang & Mahesh Nagarajan & Greys Sošić, 2010. "Dynamic Supplier Contracts Under Asymmetric Inventory Information," Operations Research, INFORMS, vol. 58(5), pages 1380-1397, October.
    15. Esaignani Selvarajah & George Steiner, 2009. "Approximation Algorithms for the Supplier's Supply Chain Scheduling Problem to Minimize Delivery and Inventory Holding Costs," Operations Research, INFORMS, vol. 57(2), pages 426-438, April.
    16. Awi Federgruen & Nan Yang, 2011. "TECHNICAL NOTE---Procurement Strategies with Unreliable Suppliers," Operations Research, INFORMS, vol. 59(4), pages 1033-1039, August.
    17. Weihua Liu & Enze Bai & Liwei Liu & Wanying Wei, 2017. "A Framework of Sustainable Service Supply Chain Management: A Literature Review and Research Agenda," Sustainability, MDPI, vol. 9(3), pages 1-25, March.
    18. Dou, Yijie & Zhu, Qinghua & Sarkis, Joseph, 2014. "Evaluating green supplier development programs with a grey-analytical network process-based methodology," European Journal of Operational Research, Elsevier, vol. 233(2), pages 420-431.
    19. Sarkis, Joseph & Zhu, Qinghua & Lai, Kee-hung, 2011. "An organizational theoretic review of green supply chain management literature," International Journal of Production Economics, Elsevier, vol. 130(1), pages 1-15, March.
    20. Yefen Chen & Xuanming Su & Xiaobo Zhao, 2012. "Modeling Bounded Rationality in Capacity Allocation Games with the Quantal Response Equilibrium," Management Science, INFORMS, vol. 58(10), pages 1952-1962, October.
    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. Wenwen Zhu & Zhiqiang Wang, 2018. "The Collaborative Networks and Thematic Trends of Research on Purchasing and Supply Management for Environmental Sustainability: A Bibliometric Review," Sustainability, MDPI, vol. 10(5), pages 1-28, May.
    2. Peng Wu & Yixi Yin & Shiying Li & Yulong Huang, 2018. "Low-Carbon Supply Chain Management Considering Free Emission Allowance and Abatement Cost Sharing," Sustainability, MDPI, vol. 10(7), pages 1-18, June.
    3. Jessica Wehner, 2018. "Energy Efficiency in Logistics: An Interactive Approach to Capacity Utilisation," Sustainability, MDPI, vol. 10(6), pages 1-19, May.
    4. Xiongyong Zhou & Zhiduan Xu, 2018. "An Integrated Sustainable Supplier Selection Approach Based on Hybrid Information Aggregation," Sustainability, MDPI, vol. 10(7), pages 1-49, July.
    5. Guo Li & Ming K. Lim & Zhaohua Wang, 2020. "Stakeholders, green manufacturing, and practice performance: empirical evidence from Chinese fashion businesses," Annals of Operations Research, Springer, vol. 290(1), pages 961-982, July.
    6. Wim Lambrechts & Semen Son-Turan & Lucinda Reis & Janjaap Semeijn, 2019. "Lean, Green and Clean? Sustainability Reporting in the Logistics Sector," Logistics, MDPI, vol. 3(1), pages 1-23, January.
    7. Yen-Ching Chuang & Shu-Kung Hu & James J. H. Liou & Huai-Wei Lo, 2018. "Building a Decision Dashboard for Improving Green Supply Chain Management," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 17(05), pages 1363-1398, September.
    8. Saghiri, Soroosh Sam & Mirzabeiki, Vahid, 2021. "Buyer-led environmental supplier development: Can suppliers really help it?," International Journal of Production Economics, Elsevier, vol. 233(C).
    9. Wei Shan & Jingyi Wang, 2018. "Mapping the Landscape and Evolutions of Green Supply Chain Management," Sustainability, MDPI, vol. 10(3), pages 1-23, February.
    10. Qidan Hu & Ying Peng & Chunxiang Guo & Dong Cai & Peiyang Su, 2019. "Dynamic Incentive Mechanism Design for Recycling Construction and Demolition Waste under Dual Information Asymmetry," Sustainability, MDPI, vol. 11(10), pages 1-24, May.
    11. Dexiang Yang & Lei Zhang & Ying Wu & Sidai Guo & Hua Zhang & Lijian Xiao, 2018. "A Sustainability Analysis on Retailer’s Sales Effort in A Closed-Loop Supply Chain," Sustainability, MDPI, vol. 11(1), pages 1-20, December.
    12. Gérard P. Cachon & Karan Girotra & Serguei Netessine, 2020. "Interesting, Important, and Impactful Operations Management," Manufacturing & Service Operations Management, INFORMS, vol. 22(1), pages 214-222, January.
    13. Mishra, Arunodaya Raj & Mardani, Abbas & Rani, Pratibha & Kamyab, Hesam & Alrasheedi, Melfi, 2021. "A new intuitionistic fuzzy combinative distance-based assessment framework to assess low-carbon sustainable suppliers in the maritime sector," Energy, Elsevier, vol. 237(C).
    14. Marcus Brandenburg & Tim Gruchmann & Nelly Oelze, 2019. "Sustainable Supply Chain Management—A Conceptual Framework and Future Research Perspectives," Sustainability, MDPI, vol. 11(24), pages 1-15, December.
    15. Hongmin Li & Hao Zhang & Charles H. Fine, 2013. "Dynamic Business Share Allocation in a Supply Chain with Competing Suppliers," Operations Research, INFORMS, vol. 61(2), pages 280-297, April.
    16. Barbosa-Póvoa, Ana Paula & da Silva, Cátia & Carvalho, Ana, 2018. "Opportunities and challenges in sustainable supply chain: An operations research perspective," European Journal of Operational Research, Elsevier, vol. 268(2), pages 399-431.
    17. Baiyun Yuan & Bingmei Gu & Jin Guo & Liangjie Xia & Chunming Xu, 2018. "The Optimal Decisions for a Sustainable Supply Chain with Carbon Information Asymmetry under Cap-and-Trade," Sustainability, MDPI, vol. 10(4), pages 1-17, March.
    18. Adem Pınar & Rouyendegh Babak Daneshvar & Yavuz Selim Özdemir, 2021. "q-Rung Orthopair Fuzzy TOPSIS Method for Green Supplier Selection Problem," Sustainability, MDPI, vol. 13(2), pages 1-14, January.
    19. Guo, Lei & Yin, Haitao & Zhao, Xuan & Zhu, Qinghua, 2022. "Managing your own low-tier suppliers via donation to NGOs: Why do multi-national corporations bother?," International Journal of Production Economics, Elsevier, vol. 250(C).
    20. Brandenburg, Marcus & Govindan, Kannan & Sarkis, Joseph & Seuring, Stefan, 2014. "Quantitative models for sustainable supply chain management: Developments and directions," European Journal of Operational Research, Elsevier, vol. 233(2), pages 299-312.

    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:jijerp:v:15:y:2018:i:10:p:2183-:d:173985. 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.