IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v9y2017i4p495-d94112.html
   My bibliography  Save this article

Using Fuzzy DEA for Green Suppliers Selection Considering Carbon Footprints

Author

Listed:
  • Min-Chun Yu

    (Department of Business Administration, National Kaohsiung University of Applied Sciences, Kaohsiung City 807, Taiwan)

  • Min-Hong Su

    (Department of Business Administration, National Kaohsiung University of Applied Sciences, Kaohsiung City 807, Taiwan)

Abstract

Due to increasing global environmental awareness, supply chains that consider environmental protection tend to be favored by green-minded customers. In addition to adapting to the technology required for green supply chains and developing contingency plans, organizations must consider reducing their carbon footprint to meet corporate objectives and reducing their carbon footprint. To address this issue, this paper aims at establishing a decision-making process for buyers with sustainability in mind. A fuzzy data envelopment analysis (FDEA) model was developed to select the most suitable supplier. Production costs, lead time, and supply chain carbon footprints were used as the input criteria, and quality and demand quantity were used as the output criteria. Buyer-seller supply chains and non-cooperative and cooperative models were employed separately to calculate associative efficiency. Sensitivity analysis was conducted to understand the effects carbon footprints have on efficiency. This study found that suppliers with low carbon footprints exhibited poor efficiency, which may be attributed to the additional effort required to select raw materials. Additionally, suppliers with different supply chain operation models exhibited differing efficiencies. Therefore, suppliers must consider the balance between carbon footprint reduction and costs, and buyers must consider environmental criteria when selecting green suppliers.

Suggested Citation

  • Min-Chun Yu & Min-Hong Su, 2017. "Using Fuzzy DEA for Green Suppliers Selection Considering Carbon Footprints," Sustainability, MDPI, vol. 9(4), pages 1-11, March.
    • Handle: RePEc:gam:jsusta:v:9:y:2017:i:4:p:495-:d:94112
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/9/4/495/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/9/4/495/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. J. Reilly & R. Prinn & J. Harnisch & J. Fitzmaurice & H. Jacoby & D. Kicklighter & J. Melillo & P. Stone & A. Sokolov & C. Wang, 1999. "Multi-gas assessment of the Kyoto Protocol," Nature, Nature, vol. 401(6753), pages 549-555, October.
    2. Thomas Wiedmann & John Barrett, 2010. "A Review of the Ecological Footprint Indicator—Perceptions and Methods," Sustainability, MDPI, vol. 2(6), pages 1-49, June.
    3. Liang Liang & Feng Yang & Wade Cook & Joe Zhu, 2006. "DEA models for supply chain efficiency evaluation," Annals of Operations Research, Springer, vol. 145(1), pages 35-49, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. Wei Song & Zhiya Chen & Aijun Liu & Qiuyun Zhu & Wei Zhao & Sang-Bing Tsai & Hui Lu, 2018. "A Study on Green Supplier Selection in Dynamic Environment," Sustainability, MDPI, vol. 10(4), pages 1-22, April.
    3. Xiaolu Zhang & Xiaoming Xing, 2017. "Probabilistic Linguistic VIKOR Method to Evaluate Green Supply Chain Initiatives," Sustainability, MDPI, vol. 9(7), pages 1-18, July.
    4. Youngbok Ryu & Toshiyuki Sueyoshi, 2021. "Examining the Relationship between the Economic Performance of Technology-Based Small Suppliers and Socially Sustainable Procurement," Sustainability, MDPI, vol. 13(13), pages 1-23, June.
    5. Ibrahim Yilmaz, 2023. "A Hybrid DEA–Fuzzy COPRAS Approach to the Evaluation of Renewable Energy: A Case of Wind Farms in Turkey," Sustainability, MDPI, vol. 15(14), pages 1-18, July.
    6. Pankaj Dutta & Bharath Jaikumar & Manpreet Singh Arora, 2022. "Applications of data envelopment analysis in supplier selection between 2000 and 2020: a literature review," Annals of Operations Research, Springer, vol. 315(2), pages 1399-1454, August.
    7. Katerina Fotova Čiković & Ivana Martinčević & Joško Lozić, 2022. "Application of Data Envelopment Analysis (DEA) in the Selection of Sustainable Suppliers: A Review and Bibliometric Analysis," Sustainability, MDPI, vol. 14(11), pages 1-30, May.

    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. Hadi Ghafoorian & NikIntan Norhan & Mohammed Ndaliman Abubakar & Fazel Mohammadi Nodeh, 2013. "Efficiency Considering Credit Risk in Banking Industry, Using Two-stage DEA," Journal of Social and Development Sciences, AMH International, vol. 4(8), pages 356-360.
    2. Gaodi Xie & Wenhui Chen & Shuyan Cao & Chunxia Lu & Yu Xiao & Changshun Zhang & Na Li & Shuo Wang, 2014. "The Outward Extension of an Ecological Footprint in City Expansion: The Case of Beijing," Sustainability, MDPI, vol. 6(12), pages 1-16, December.
    3. Hashem Omrani & Farzane Adabi & Narges Adabi, 2017. "Designing an efficient supply chain network with uncertain data: a robust optimization—data envelopment analysis approach," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(7), pages 816-828, July.
    4. Qingyou Yan & Fei Zhao & Xu Wang & Tomas Balezentis, 2021. "The Environmental Efficiency Analysis Based on the Three-Step Method for Two-Stage Data Envelopment Analysis," Energies, MDPI, vol. 14(21), pages 1-14, October.
    5. Ang, Sheng & Liu, Pei & Yang, Feng, 2020. "Intra-Organizational and inter-organizational resource allocation in two-stage network systems," Omega, Elsevier, vol. 91(C).
    6. Yingying Shao & Gongbing Bi & Feng Yang & Qiong Xia, 2018. "Resource allocation for branch network system with considering heterogeneity based on DEA method," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 26(4), pages 1005-1025, December.
    7. Khellaf, Ayache & Nihou, Abdelaziz & Baray, Abdoul G. & van der Mensbrugghe, Dominique & Liverani, Andrea & Tyner, Wallace E., 2014. "Socioeconomic impacts of green energy growth policy in Morocco - a general equilibrium analysis," Conference papers 332493, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    8. J. West & Arlene Fiore & Larry Horowitz, 2012. "Scenarios of methane emission reductions to 2030: abatement costs and co-benefits to ozone air quality and human mortality," Climatic Change, Springer, vol. 114(3), pages 441-461, October.
    9. Suranjan Sinha & Surajit Chakraborty & Shatrajit Goswami, 2017. "Ecological footprint: an indicator of environmental sustainability of a surface coal mine," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(3), pages 807-824, June.
    10. Banerjee, Onil & Crossman, Neville & Vargas, Renato & Brander, Luke & Verburg, Peter & Cicowiez, Martin & Hauck, Jennifer & McKenzie, Emily, 2020. "Global socio-economic impacts of changes in natural capital and ecosystem services: State of play and new modeling approaches," Ecosystem Services, Elsevier, vol. 46(C).
    11. Galagedera, Don U.A. & Roshdi, Israfil & Fukuyama, Hirofumi & Zhu, Joe, 2018. "A new network DEA model for mutual fund performance appraisal: An application to U.S. equity mutual funds," Omega, Elsevier, vol. 77(C), pages 168-179.
    12. Debrupa Chakraborty & Joyashree Roy, 2015. "Ecological footprint of paperboard and paper production unit in India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 17(4), pages 909-921, August.
    13. Milan Andrejić, 2023. "Modeling Retail Supply Chain Efficiency: Exploration and Comparative Analysis of Different Approaches," Mathematics, MDPI, vol. 11(7), pages 1-24, March.
    14. Feng Yang & Dexiang Wu & Liang Liang & Gongbing Bi & Desheng Wu, 2011. "Supply chain DEA: production possibility set and performance evaluation model," Annals of Operations Research, Springer, vol. 185(1), pages 195-211, May.
    15. Feng Li & Qingyuan Zhu & Liang Liang, 2019. "A new data envelopment analysis based approach for fixed cost allocation," Annals of Operations Research, Springer, vol. 274(1), pages 347-372, March.
    16. da Silveira, Vagner Reis & de Oliveira, José Francisco & da Silva, Mauricio Soares & Silva, Corbiniano & Alves, Alisson Rodrigues & de Souza Pontes, Anselmo & Pimentel, Luiz Cláudio Gomes & Filho, Ott, 2021. "Analysis of urban - industrial expansion and increasing level of ozone concentration as subsiding an environmental management plan for the east of Rio de Janeiro metropolitan area – Brazil," Land Use Policy, Elsevier, vol. 101(C).
    17. Barnabé Walheer, 2019. "Dynamic directional nonparametric profit efficiency analysis for a single decision-making unit: an aggregation approach," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 41(4), pages 1123-1149, December.
    18. Hamed Nozari & Esmaeil Najafi & Mohammad Fallah & Farhad Hosseinzadeh Lotfi, 2019. "Quantitative Analysis of Key Performance Indicators of Green Supply Chain in FMCG Industries Using Non-Linear Fuzzy Method," Mathematics, MDPI, vol. 7(11), pages 1-19, October.
    19. Li, Yongjun & Chen, Yao & Liang, Liang & Xie, Jianhui, 2012. "DEA models for extended two-stage network structures," Omega, Elsevier, vol. 40(5), pages 611-618.
    20. POPESCU Alexandra-Codruta & SIPOS Ciprian Alexandru, 2015. "Green Logistics - A Condition Of Sustainable Development," Revista Economica, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 67(4), pages 112-130.

    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:9:y:2017:i:4:p:495-:d:94112. 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.