Supply chain management: analysis of environmental performance of green suppliers by means of the fuzzy TOPSIS method

Authors

DOI:

https://doi.org/10.5902/2359043229025

Keywords:

GSCM, Green suppliers, Environmental performance, Fuzzy TOPSIS

Abstract

There is great interest from organizations in adopting sustainable practices to improve the performance of their supply chains. Environmental regulations, resource consumption and waste disposal are some of the factors that can influence decision making regarding the contracting of green suppliers. This study illustrates the case of a metalworking agricultural implements manufacturer looking to implement green supply chain management (GSCM) and select a supplier that meets specific environmental requirements. Therefore, the objective of this research is to evaluate the environmental performance of three potential suppliers through the TOPSIS fuzzy multicriteria decision-making method and to select the best alternative. In addition, a sensitivity analysis is performed to prove the robustness of the method used. The result shows the supplier A3  occupies the first place among the best sellers, demonstrating a strong environmental performance, especially in four criteria: environmental partners, green image, recycling and waste disposal.

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Author Biographies

Bruno Miranda, Universidade Federal de Santa Maria, Santa Maria, RS

Programa de Pós-Graduação em Engenharia de Produção

Cyro Rei Prato Neto, Universidade Federal de Santa Maria, Santa Maria, RS

Programa de Pós-Graduação em Engenharia de Produção

Jovani Patias, Universidade Federal de Santa Maria, Santa Maria, RS

Programa de Pós-Graduação em Engenharia de Produção

Alexandre Ferreira, Universidade do Vale do Rio dos Sinos, São Leopoldo, RS

Programa de Pós-Graduação em Engenharia de Produção

Leoni Godoy, Universidade Federal de Santa Maria, Santa Maria, RS

Programa de Pós-Graduação em Engenharia de Produção

References

AGRAWAL, A. D.; DAS, M. Green Marketing: Sustainable marketing strategy. Indira Management Review, v. 17, 2013.

AWASTHI A, CHAUHAN SS, GOYAL SK (2010) A fuzzy multicriteria approach for evaluating environmental performance of suppliers. International Journal of Production Economics. 126:. 370-378.

BARBIERI, J. C. Organizações inovadoras sustentáveis. Caderno de Inovação, v. 3, p. 5-9, 2007.

BINNEMANS, K. et al. Recycling of rare earths: acritical review. Journal of Cleaner Production, v.51, p. 1-22, 2013.

BRASIL. LEI Nº 12.305, de 2 de agosto de 2010. Institui a Política Nacional de Resíduos Sólidos; altera a Lei no 9.605, de 12 de fevereiro de 1998; e dá outras providências. 2010. Disponível: http://www.planalto.gov.br/ccivil_03/_ato2007 -2010/2010/lei/l12305.htm. Acesso em: 18 jun.2017.

CAI, L. X. et al. Sustainability analysis and resource management for wireless mesh networks with renewable energy supplies. IEEE Journal on Selected Areas in Communications, v. 32, n. 2, p. 345-355, 2014.

CHEN, C. Extensions of the TOPSIS for group decision-making under fuzzy environment. Fuzzy sets and systems, v. 114, n. 1, p. 1-9, 2000.

CHEN C.T.; LIN, C.T.; HUANG, S. F.; A fuzzy approach for supplier evaluation and selection in supply chain management. International Journal of Production Economics, 102:289–301, 2006.

CHEN, C.C.; TSENG, Y.H; LIN, Z.S. Lin Implementation of green supply chain management in uncertainty. International Conference on IEEM, IEEE 7–10 Dec, p. 260– 264. 2010.

CHIOU, C.Y.; HSU, C.W.; HWANG, W.Y. Comparative investigation on green supplier Selection of the American, Japanese and Taiwanese electronics industry in China. International Conference on IE&EM, IEEE 8–11 Dec (2008), pp. 1909–1914.

DATTA, S.; SAMANTRA, C.; MAHAPATRA, S. S.; BANERJEE, S.; BANDYOPADHYAY, A. Green supplier evaluation and selection using VIKOR method embedded in fuzzy expert system with interval-valued fuzzy numbers. International Journal of Procurement Management, v. 5, n. 5, p. 647-678, 2012.

CARVALHO, A. P. de; BARBIERI, J. C.; Inovações socioambientais em cadeias de suprimento: um estudo de caso sobre o papel da empresa focal. RAI Revista de Administração e novação, v. 10, n. 1, p. 232-256, 2013.

PACHECO, D. A. de J.; ANTUNES JÚNIOR, J. A.; JUNG, C. F.; LUZ, D. F. da; PERGHER, I. (2016). Práticas de sustentabilidade em cadeias de suprimentos. Interciencia, 41: 506-511

DUBEY, R.; GUNASEKARAN, A.; PAPADOPOULOS, T.; CHILDE, S. J.; Green supply chain management enablers: Mixed methods research. Sustainable Production and Consumption, v. 4, p. 72-88, 2015.

EL HOUR S.; AOUANE M.; CHAOUCH A.; Perception of Industrial Enterprise about the Management of Environmental Impacts towards to Standards ISO 14001: 2015: The Case of the Industrial Companies of Casablanca-Settat Region Morocco. Environmental Science: An Indian Journal, 12 11. 2016.

FORD, J. K. Improving training effectiveness in work organizations. Psychology Press, 2014.

GANGA, G. M. D. et al. Métodos quantitativos para seleção de fornecedores sustentáveis: uma revisão sistemática da literatura. Revista Produção Online, v. 16, n. 4, p. 1434-1457, 2016.

GIL, A. C. Como elaborar projetos de pesquisa. 5. ed. São Paulo: Atlas, 2010.

GOVINDAN K.; KALIYAN M.; KANNAN D.; HAQ A.N. Barriers analysis for green supply chain management implementation in Indian industries using analytic hierarchy process. International Journal of Production Economics, v. 147, p. 555–568. 2014.

GRISI, R.M.; GUERRA, L.; NAVIGLIO, G. Supplier performance evaluation for green supply chain management. Business Performance Measurement and Management, v. 4, pp. 149–163. 2010.

GUPTA, H.; BARUA, M. K.; Supplier selection among SMEs on the basis of their green innovation ability using BWM and fuzzy TOPSIS. Journal of Cleaner Production, 2017.

HWANG C.L.; YOON K.; Multiple Attribute Decision Making. Berlin: Springer-Verlag; 1981.

JABBOUR ABL, DE SOUZA AZEVEDO F, ARANTES AF, JABBOUR CJC. Greening the Supply Chain: Some Evidence from Companies Located in Brazil. Gestão & Produção. 20: 953- 962. 2013.

JEHANZEB, K.; BASHIR, N. A. Training and development program and its benefits to employee and organization: A conceptual study. Training and Development, v. 5, n. 2, 2013.

JENNINGS, B.; STADLER, R. Resource management in clouds: Survey and research challenges. Journal of Network and Systems Management, v. 23, n. 3, p. 567-619, 2015.

JUNIOR, F. R. L.; OSIRO, L.; CARPINETTI, L. C. R.; A comparison between Fuzzy AHP and Fuzzy TOPSIS methods to supplier selection Applied Soft Computing, v. 21, p. 194-209, 2014.

KHALILI, N. R.; DUECKER, S. Application of multi-criteria decision analysis in design of sustainable environmental management system framework. Journal of Cleaner Production, v. 47, p. 188-198, 2013.

KUEI, C. H.; MADU, C. N.; CHOW, W. S.; CHEN, Y.; Determinants and associated performance improvement of green supply chain management in China. Journal of Cleaner Production, v. 95, p. 163-173, 2015.

LIANG GS (1999) Fuzzy MCDM based on ideal and anti-ideal concepts. European Journal of Operational Research. 112:682–691

LIAO, CHIN-NUNG; FU, YAN-KAI; WU, LICHUN. Integrated FAHP, ARAS-F and MSG methods for green supplier evaluation and selection. Technological and Economic evelopment of Economy, v. 22, n. 5, p. 651-669, 2016.

LIMA JUNIOR, F. R.; CARPINETTI, L. C. R. Uma comparação entre os métodos TOPSIS e FuzzyTOPSIS no apoio à tomada de decisão multicritério para seleção de fornecedores. Gestão & Produção, v. 22, p. 17-34, 2015

LUTHRA, S.; KUMAR, S.; GARG, D.; HALEEM, A.; Comparative evaluation of GSCM practices in automotive components manufacturing firms of India: a fuzzy TOPSIS approach. international Journal of Logistics Systems and Management, v. 25, n. 3, p. 358-390, 2016.

MANGLA SK, KUMAR P, BARUA MK (2015) Prioritizing the responses to manage risks in green supply chain: An Indian plastic manufacturer perspective. Sustainable Production and Consumption. 1: 67-8

MAZZI, A.; TONIOLO, S.; MASON, M.; AGUIARI, F.; SCIPIONI, A.; What are the benefits and difficulties in adopting an environmental management system? The opinion of Italian organizations. Journal of Cleaner Production. 139: 873-885(2016).

MENDONÇA, J. C. A., et al. Logística reversa no Brasil: um estudo sobre o mecanismo ambiental,a responsabilidade social corporativa e as legislações pertinentes. Revista Capital Científico-Eletrônica (RCCҽ)-ISSN 2177-4153, v. 15, n. 2, p. 130-147, 2017.

MISHRA, P.; SHARMA, P. Green marketing: Challenges and opportunities for business. BVIMR Management Edge, v. 7, n. 1, 2014.

OLIVEIRA, E. C. Influência da variável ambiental no processo de escolha dos fornecedores: Um Estudo em Agroindústrias da Microrregião de Assis-SP. Revista Produção e Desenvolvimento, v. 2, n. 2, p. 77-100, 2016.

PAPADOPOULOS, I.; KARAGOUNI, G.; TRIGKAS, M.; BELTSIOU, Z.; Mainstreaming green product strategies: Why and how furniture companies integrate environmental sustainability? EuroMed Journal of Business. 9: 293-317 (2014)

PEREIRA, B. M.; CHAVES, G. L. D. A implantação da política nacional de resíduos sólidos (PNRS) no estado do Espírito Eanto. Brazilian Journal of Production Engineering-BJPE, v. 1, n. 1, p. 1-3, 2015.

SAHU, N. K.; DATTA, S.; SANKAR MAHAPATRA, S. Establishing green supplier appraisement platform using grey concepts. Grey Systems: Theory and Application, v. 2, n. 3, p. 395-418. 2012.

SCUR, G.; BARBOSA, M. E. Green supply chain management practices: Multiple case studies in the Brazilian home appliance industry. Journal of Cleaner Production. 141: 1293-1302. 2017.

SCUR, G.; BARBOSA, M. E.; Green supply chain management practices: Multiple case studies in the Brazilian home appliance industry. Journal of Cleaner Production, v. 141, p. 1293-1302, 2017

SHARMA, V. K.; CHANDNA, P.; BHARDWAJ, A.; Green supply chain management related performance indicators in agro industry: A review. Journal of Cleaner Production, v. 141, p. 1194-1208, 2017. doi: 10.1016/j.jclepro.2016.09.103

SHEN L, OLFAT L, GOVINDAN K, KHODAVERDI R, DIABAT A (2012) A fuzzy multi criteria approach for evaluating green supplier's performance in green supply chain with linguistic preferences. Resources, Conservation and Recycling. 74: 170-179

SHEN, L.; OLFAT, L.; GOVINDAN, K.; KHODAVERDI, R.; DIABAT, A.; A fuzzy multi criteria approach for evaluating green supplier's performance in green supply chain with linguistic preferences. Resources, Conservation and Recycling, v. 74, p. 170-179, 2013.

SHIBAO, F. Y.; SANTOS, M. R.; MOORI, R. G. Gestão da cadeia de suprimentos verde: uma comparação entre Brasil, China e Japão. Gestão Contemporânea, n. 16, 2015.

SUSANTY, A.; SARI, D. P.; BUDIAWAN, W.; KURNIAWAN, H. Improving Green Supply Chain Management in Furniture Industry Through Internet Based Geographical Information System for Connecting the Producer of Wood Waste with Buyer. Procedia Computer Science, v. 83, p. 734-741, 2016.

TSAI, S. B.; WEI, Y. M.; CHEN, K. Y.; XU, L.; DU, P.; LEE, H. C. Evaluating green suppliers from a green environmental perspective. Environmentand Planning B: Planning and Design, v. 43, n. 5,p. 941-959, 2016.

TYAGI M, KUMAR P, KUMAR D (2015) Parametric selection of alternatives to improve performance of green supply chain management system. Procedia-Social and Behavioral Sciences. 189: 449-457

UYGUN, Ö.; DEDE, A. Performance evaluation of green supply chain management using integrated fuzzy multi-criteria decision making techniques. Computers & Industrial Engineering, v. 102, p. 502-511, 2016.

VANALLE, R. M.; GANGA, G. M. D.; GODINHO FILHO, M.; LUCATO, W. C.; Green supply chain management: An investigation of pressures, practices, and performance within the Brazilian automotive supply chain. Journal of Cleaner Production, v. 151, p. 250-259, 2017. doi: 10.1016/j.jclepro.2017.03.066.

VIJAYVARGY, L.; THAKKAR, J.; AGARWAL, G. Green supply chain management practices and performance: the role of firm-size for emerging economies. Journal of Manufacturing Technology Management, v.28, n.3. 2017.

ZADEH, L. A. Fuzzy sets. Information and Control ; 8:338–53, 1965.

ZAKERI, S.; KERAMATI, M. A. Systematic combination of fuzzy and grey numbers for supplier selection problem. Grey Systems: Theory and Application. 5: 313-343.2015

Published

2019-02-12 — Updated on 2022-05-30

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How to Cite

Miranda, B., Prato Neto, C. R., Patias, J., Ferreira, A., & Godoy, L. (2022). Supply chain management: analysis of environmental performance of green suppliers by means of the fuzzy TOPSIS method. Revista De Gestão E Organizações Cooperativas, 5(10), 49–64. https://doi.org/10.5902/2359043229025 (Original work published February 12, 2019)

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