Service supply chain environmental performance evaluation using grey based hybrid MCDM approach

International Journal of Production Economics

Volumn 166, Issue , 2015, Pages 163-176

  Chithambaranathan, P ^a   Subramanian, Nachiappan ^b   Gunasekaran, Angappa ^c   Palaniappan, Pl K ^d  

^a PSNA COLLEGE OF ENGINEERING AND TECHNOLOGY   (India)

^b University of Nottingham Ningbo China   (China)

^c UNIVERSITY OF MASSACHUSETTS DARTMOUTH   (United States)

^d THIAGARAJAR COLLEGE OF ENGINEERING   (India)

Author keywords

Environmental performance evaluation; Grey; MCDM approach; Service supply chain

Indexed keywords

CLIMATE CHANGE; DECISION MAKING; DEVELOPING COUNTRIES; ENVIRONMENTAL MANAGEMENT; GREEN MANUFACTURING; MOBILE TELECOMMUNICATION SYSTEMS;

ENVIRONMENTAL PERFORMANCE; ENVIRONMENTAL PERFORMANCE EVALUATIONS; GREY; HYBRID FRAMEWORK; MCDM APPROACH; MULTI-CRITERIA DECISION MAKING; QUANTITATIVE FACTORS; SERVICE SUPPLY CHAINS;

SUPPLY CHAINS;

EID: 84930764173     PISSN: 09255273     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijpe.2015.01.002     Document Type: Article

References (106)

1. G. Aiello, M. Enea, and G. Galante A multi objective approach to facility layout problem by genetic search algorithm and Electre method Robot. Comput. Integrated Manuf. 22 5-6 2006 447 455
2. A. Awasthi, S.S. Chauhan, and S.S. Goyal A fuzzy multi criteria approach for evaluating environmental performance of suppliers Int. J. Prod. Econ. 126 2 2010 370 378
3. C. Bai, and J. Sarkis Green supplier development: analytical evaluation using rough set theory J. Clean. Prod. 18 12 2010 1200 1210
4. C. Bai, and J. Sarkis Integrating sustainability into supplier selection with grey system and rough set methodologies Int. J. Prod. Econ. 124 1 2010 252 264
5. A. Bala, P. Paco Munoz, J. Rieradevall, and P. Ysern Experiences with greening suppliers. The UniversitatAutònoma de Barcelona J. Clean. Prod. 16 15 2008 1610 1619
6. V. Baskaran, S. Nachiappan, and S. Rahman Indian textile suppliers' sustainability evaluation using the grey approach Int. J. Prod. Econ. 135 2 2012 647 658
7. R. Basu, and J.N. Wright Total Supply Chain Management 2008 Butterworth Heinemann London
8. A. Bhattacharya, J. Geraghty, and P. Young Supplier selection paradigm: an integrated hierarchical QFD methodology under multiple criteria environment Appl. Soft Comput. 10 4 2010 1013 1027
9. A. Bhattacharya, P. Mohapatra, V. Kumar, P.K. Dey, M. Brady, M.K. Tiwari, and S.S. Nudurupati Green supply chain performance measurement using fuzzy ANP based balanced scorecard: a collaborative decision making approach Prod. Plan. Control: Manag. Oper. 25 8 2014 698 714
10. I. Bose, and R. Pal Do green supply chain management initiatives impact stock prices of firms? Decis. Support Syst. 52 3 2012 624 634
11. A.J. Britto, A.T. Almeida, and C.M.M. Mota A multicriteria model for risk sorting of natural gas pipelines based on ELECTRE TRI integrating Utility Theory Eur. J. Oper. Res. 200 3 2010 812 821
12. G. Buyukozkan, and G. Cifci A novel fuzzy multi criteria decision framework for sustainable supplier selection with incomplete information Comput. Ind. 62 2 2011 164 174
13. C. Buyukozkan, and G. Cifci A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers Expert Syst. Appl. 39 3 2012 3000 3011
14. G. Buyukozkan, and G. Çifci Evaluation of the green supply chain management practices: a fuzzy ANP approach Prod. Plan. Control 23 6 2012 405 418
15. Chen, C.C., Tseng, M.L., Lin, Y.H., Lin, Z.S., 2010. Implementation of green supply chain management in uncertainty. In: Proceedings of the International Conference on IEEM, IEEE, 7-10 December, pp. 260-264.
16. W.H. Chen Distribution system restoration using hybrid fuzzy grey method IEEE Trans. Power Syst. 20 2005 199 205
17. L.Y. Chen, and T.C. Wang Optimizing partners' choice in IS/IT outsourcing projects: the strategic decision of fuzzy VIKOR Int. J. Prod. Econ. 120 1 2009 233 242
18. Chiou, C.Y., Hsu, C.W., Hwang, W.Y., 2008. Comparative investigation on green supplier selection of the American, Japanese and Taiwanese electronics industry in China. In: Proceedings of the International Conference on IE&EM, IEEE, 8-11 December, pp. 1909-1914.
19. T.Y. Chiou, H.K. Chan, F. Lettice, and S.H. Chung The influence of greening the suppliers and green innovation on environmental performance and competitive advantage in Taiwan Transp. Res. E 47 6 2011 822 836
20. A.T. De Almeida Multicriteria decision model for outsourcing contracts selection based on utility function and ELECTRE method. Computers & Oper. Res. 34 12 2007 3569 3574
21. M.P. De Brito, V. Carbose, and C.M. Blanquart Towards a sustainable fashion retail supply chain in Europe: Organisation and performance Int. J. Prod. Econ. 114 2 2008 534 553
22. J.L. Deng The Basic Methods of Grey System 1988 Huazhong University of Technology Press Wuhan
23. J.L. Deng Introduction to grey system Journal Grey Syst. 1 1 1989 1 24
24. J.L. Deng Grey System Theory 2002 Huazhong University of Science and Technology Press, Wuhan, China
25. A Diabat, and K. Govindan An analysis of the drivers affecting the implementation of green supply chain management Resour. Conserv. Recycl. 55 6 2011 659 667
26. A. Diabat, R. Khodaverdi, and L. Olfat An exploration of green supply chain practices and performances in an automotive industry Int. J. Adv. Manuf. Technol. 68 1-4 2013 949 961
27. T.K. Eltayeb, S. Zailani, and T. Ramayah Green supply chain initiatives among certified companies in Malaysia and environmental sustainability: investigating the outcomes Resour. Conserv. Recycl. 55 5 2011 495 506
28. Feyziogelu, O., Buyukozkan, G., 2010. Evaluation of green suppliers considering decision criteria dependencies. In: Lecture Notes in Economics and Mathematical Systems 1, 634, Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, Part 2, pp. 145-154.
29. D.A. Garvin Building a learning organization Harv. Bus. Rev. 71 4 1993 78 81
30. P. Georgiadis, and M. Besiou Environmental and economical sustainability of WEEE closed-loop supply chains with recycling: a system dynamics analysis Int. J. Adv. Manuf. Technol. 47 5-8 2010 475 493
31. C. Giannoulis, and A. Ishizaka A Web-based decision support system with Electre III for a personalised ranking of British universities Decis. Support Syst. 48 3 2010 488 497
32. C. Gimenez, V. Sierra, and J. Rodon Sustainable operations: their impact on the triple bottom line Int. J. Prod. Econ. 140 1 2012 149 159
33. D. Golmohammadi, and M. Mellat-Parast Developing a grey based decision making model for supplier selection Int. J. Prod. Econ. 137 2 2012 191 200
34. K. Govindan, M. Kalian, D. Kannan, and A.N. Haq Barriers analysis for green supply chain management implementation in Indian industries using analytic hierarchy process Int. J. Prod. Econ. 147 B 2014 555 568
35. K. Govindan, S. Rajendran, J. Sarkis, and P. Murugesan Multi criteria decision making approaches for green supplier evaluation and selection; a literature review J. Clean. Prod. 2013 10.1016/j.jclepro.2013.06.046
36. R.M. Grisi, L. Guerra, and G. Naviglio Supplier performance evaluation for green supply chain management Bus. Perform Meas. Manag. 4 2010 149 163
37. R.B. Handfield, S.V. Walton, L.K. Seegers, and S.A. Melnyk Green value chain practices in the furniture industry J. Oper. Manag. 15 4 1997 293 315
38. R. Handfield, S.V. Walton, R. Sroufe, and S.A. Melnyk Applying environmental criteria to supplier assessment: a study in the application of the analytical hierarchy process Eur. J. Oper. Res. 141 1 2002 70 87
39. E. Hassini, C. Surti, and C. Searcy A literature review and a case study of sustainable supply chains with a focus on metrics Int. J. Prod. Econ. 140 1 2012 69 82
40. Hong-Jun, L., Bin, L., 2010. A research on supplier assessment indices system of green purchasing. In: Proceedings of the International Conference on ICEE, IEEE, 13-14 March, pp. 314-317.
41. C.W. Hsu, and A.H. Hu Applying hazardous substance management to supplier selection using analytic network process J. Clean. Prod. 17 2 2009 255 264
42. P.K. Humphreys, R. McIvor, and F.T.S. Chan Using case based reasoning to evaluate supplier environmental management performance Expert Syst. Appl. 25 2 2003 141 153
43. P.K. Humphreys, Y.K. Wong, and F.T.S. Chan Integrating environmental criteriainto the supplier selection process J. Mater. Process. Technol. 138 1-3 2003 349 356
44. P. Humphreys, A. McCloskey, R. McIvor, L. Maguire, and C. Glackin Employing dynamic fuzzy membership functions to assess environmental performance in the supplier selection process Int. J. Prod. Res. 44 12 2006 2379 2419
45. A. Jahan, F. Mustafa, M.Y. Ismail, and S.M. Sapuan A comprehensive VIKOR method for material selection Mater. Des. 32 3 2011 1215 1221
46. V. Jain, S. Wadhwa, and S.G. Deshmukh Select supplier related issues in modelling a dynamic supply chain: potential, challenges and direction for future research Int. J. Prod. Res. 47 11 2009 3013 3039
47. E.E. Karsak, and M. Dursun An integrated supplier selection methodology incorporating QFD and DEA with imprecise data Expert Syst. Appl. 41 16 2014 6995 7004
48. Kumar, A., Jain, V., 2010. Supplier selection: a green approach with carbon footprint monitoring. In: Proceedings of the International Conference on SCMIS, IEEE, 6-9 October, pp. 1-9.
49. Kumaraswamy, A.H., Bhattacharya, A., Kumar,V., Brady, M., 2011. An integrated QFD-TOPSIS methodology for supplier selection in SMEs. In: Proceedings of the Third International Conference on Computational Intelligence, Modelling and Simulation (CIMSiM), 20-22 September, Langkawi, pp. 271-276.
50. C.Y. Kung, and K.L. Wen Applying Grey Relational Analysis and Grey Decision-Making to evaluate the relationship between company attributes and its financial performance - a case study of venture capital enterprises in Taiwan Decis. Support Syst. 43 3 2007 842 852
51. M.S. Kuo, and G.S. Liang Combining VIKOR with GRA techniques to evaluate service quality of airports under fuzzy environment Expert Syst. Appl. 38 3 2011 1304 1312
52. R.J. Kuo, and Y.J. Lin Supplier selection using analytic network process and data envelopment analysis Int. J. Prod. Res. 50 11 2011 2852 2863
53. R.J. Kuo, Y.C. Wang, and F.C. Tien Integration of artificial neural network and MADA methods for green supplier selection J. Clean. Prod. 18 12 2010 1161 1170
54. R.O. Large, and C.G. Thomsen Drivers of green supply management performance: evidence from Germany J. Purch. Supply Manag. 17 3 2011 176 184
55. H.I. Lee, H.Y. Kang, C.F. Hsu, and H.C. Hung A green supplier selection model for high tech industry Expert Syst. Appl. 36 4 2009 7917 7927
56. Li, X., Zhao, C., 2009. Selection of suppliers of vehicle components based on green supply chain. In: Proceedings of the International Conference on IE&EM, IEEE, 21-23 October, pp. 1588-1591.
57. C.T. Lin, C.W. Chang, and C.B. Chen The worst ill conditioned silicon wafer slicing machine detected by using grey relational analysis Int. J. Adv. Manuf. Technol. 31 3-4 2006 388 395
58. R.J. Lin Using fuzzy DEMATEL to evaluate the green supply chain management practices J. Clean. Prod. 40 2013 32 39
59. J.J.H. Liou, C.Y. Tsai, R.H. Lin, and G.H. Tzeng A modified VIKOR multiple criteria decision method for improving domestic airlines service quality J. Air Transp. Manag. 17 2 2011 57 61
60. P. Liu, and X. Zhang Research on the supplier selection of a supply chain based on entropy weight and improved ELECTRE-III method Int. J. Prod. Res. 49 3 2011 637 646
61. Y.Y. Lu, C.H. Wu, and T.C. Kuo Environmental principles applicable to green supplier evaluation by using multi objective decision analysis Int. J. Prod. Res. 45 18-19 2007 4317 4331
62. V. Mathur, S. Dwivedi, M.A. Hassan, and R.P. Misra Knowledge, attitude and practices about bio medical waste management among healthcare personnel: a cross sectional study Indian J. Community Med. 36 2 2011 143 145
63. H. Min, and I. Kim Green supply chain research: past, present, and future Logist. Res. 4 1-2 2012 39 47
64. S.M. Mirhedayatian, M. Azadi, and R.F. Saen A novel network data envelopment analysis model for evaluating green supply chain management Int. J. Prod. Econ. 147 B 2014 544 554
65. G.A. Montazer, H.Q. Saremi, and M. Ramezani Design a new mixed expert decision aiding system using fuzzy ELECTRE III method for vendor selection Expert Syst. Appl. 36 8 2009 10837 10847
66. G. Noci Designing 'Green' vendor rating systems for the assessment of a supplier's environmental performance Eur. J. Purch. Supply Manag. 3 2 1997 103 114
67. D.L. Olson, and D. Wu Simulation of fuzzy multi attribute models for grey relationships Eur. J. Oper. Res. 175 2 2006 111 120
68. S. Opricovic Fuzzy VIKOR with an application to water resources planning Expert Syst. Appl. 38 10 2011 12983 12990
69. S. Opricovic, and G.H. Tzeng Compromise solution by MCDM methods: a comparative analysis of VIKOR and TOPSIS Eur. J. Oper. Res. 156 2 2004 445 455
70. S. Opricovic, and G.H. Tzeng Multicriteria planning of post earthquake sustainable reconstruction Comput. Aided Civil Infrastruct. Eng. 17 3 2002 211 220
71. T. Ozcan, N. Celebi, and S. Esnaf Comparative analysis of multi-criteria decision making methodologies and implementation of a warehouse location selection problem Expert Syst. Appl. 38 8 2011 9773 9779
72. Y.P. OuYeng, H.M. Shieh, J.D. Leu, and G.H. Tzeng A VIKOR based multiple criteria decision method for improving information security risk Int. J. Inf. Technol. Decis. Mak. 8 2 2009 267 288
73. A. Papadopoulos, and A. Karagiannidis Application of the multi criteria analysis method Electre III for the optimisation of decentralised energy systems Omega 36 5 2008 766 776
74. A. Pirraglia, and D.E. Saloni Measuring environmental improvements image in companies implementing green manufacturing by means of a fuzzy logic model for decision making purposes Int. J. Adv. Manuf. Technol. 61 5-8 2012 703 711
75. J. Rezaei, P.B.M. Fahim, and L. Tavasszy Supplier selection in the airline retail industry using a funnel methodology: conjunctive screening method and fuzzy AHP Expert Syst. Appl. 41 18 2014 8165 8179
76. J. Rosenblum, A. Horvard, and C. Hendrickson Environmental implications of service industries Environ. Sci. Technol. 34 2000 4669 4676
77. B. Roy How outranking relation helps multiple criteria decision making J. Cochrane, M. Zeleny, Topics in Multiple Criteria Decision Making 1973 University of South Carolina Press Columbia 179 201
78. J.R. San Cristobal Multi criteria decision making in the selection of a renewable energy project in Spain: the Vikor method Renew. Energy 36 2 2011 498 502
79. S. Seuring, J. Sarkis, M. Muller, and P. Rao Sustainability and supply chain management - an introduction to the special issue J. Clean. Prod. 16 15 2008 1545 1551
80. M. Sevkli An application of the fuzzy ELECTRE method for supplier selection Int. J. Prod. Res. 48 12 2010 3393 3405
81. K.C. Shang, C.S. Lu, and S. Li A taxonomy of green supply chain management capability among electronic related manufacturing firms in Taiwan J. Environ. Manag. 91 5 2010 1218 1226
82. A. Shanian, and O. Savadogo A material selection model based on the concept of multiple attribute decision making Mater. Des. 27 4 2006 329 337
83. L. Shen, L. Olfat, K. Govindan, R. Khodaverdi, and A. Diabat A fuzzy multi criteria approach for evaluating green supplier's performance in green supply chain with linguistic preferences Resour. Conserv. Recycl. 74 2013 170 179
84. Thongchattu, C., Siripokapirom, S., 2010. Green supplier selection consensus by neural network. In: Proceedings of the International Conference on ICMEE, IEEE, 1-3 August, pp. 313-316.
85. M.L. Tseng Using linguistic preferences and grey relational analysis to evaluate the environmental knowledge management capacities Expert Syst. Appl. 37 1 2010 70 81
86. M.L. Tseng Green supply chain management with linguistic preferences and incomplete information Appl. Soft Comput. 11 8 2011 4894 4903
87. Y.J.Y.F.Y. Tseng, and F.Y. Huang A green assembly sequence planning model with a closed-loop assembly and disassembly sequence planning using a particle swarm optimization method Int. J. Adv. Manuf. Technol. 57 9-12 2011 1183 1197
88. M.L. Tseng, and A.S.F. Chiu Evaluating firm's green supply chain management in linguistic preferences J. Clean. Prod. 40 2013 22 31
89. G. Tuzkaya, A. Ozgen, D. Ozgen, and U.R. Tuzkaya Environmental performance evaluation of suppliers: a hybrid fuzzy multi criteria decision approach Int. J. Environ. Sci. Technol. 6 3 2009 477 490
90. S. Vachon, and R.D. Klassen Green project partnership in the supply chain: the case of the package printing industry J. Clean. Prod. 14 6-7 2006 661 671
91. C.H. Wang Predicting tourism demand using fuzzy time series and hybrid grey theory Tour. Manag. 25 3 2004 367 374
92. Wen, U.P., Chi, J.M., 2010. Developing green supplier selection procedure: a DEA approach. In: Proceedings of the International Conference on IE&EM, IEEE, 29-31 October, pp. 79-74.
93. H.H. Wu A comparative study of using grey relational analysis in multiple attribute decision making problems Qual. Eng. 15 2 2002 209 217
94. X. Xiao (Master thesis) Green Supply Chain Management in the UK and China Construction Industry 2006 School of Environmental Sciences, University of East Anglia, Norwich, UK
95. Yan, G., 2009. Research on green suppliers' evaluation based on AHP & genetic algorithm. In: Proceedings of the International Conference on SPS, IEEE, 15-17 May, pp. 615-619.
96. C.C. Yang, and B.S. Chen Supplier selection using combined analytical hierarchy process and grey relational analysis J. Manuf. Technol. Manag. 17 7 2006 926 941
97. Yang, Y., Wu, L., 2008. Extension method for green supplier selection. In: Proceedings of the International Conference on WiCom, IEEE, 12-14 October, pp. 1-4.
98. W.C. Yeh, and M.C. Chuang Using multi objective genetic algorithm for partner selection in green supply chain problems Expert Syst. Appl. 38 4 2011 4244 4253
99. C. Yu, and T.N. Wong A supplier pre-selection model for multiple products with synergy effect Int. J. Prod. Res. 52 17 2014 5206 5222
100. M.H.F. Zarandi, S. Mansour, S.A. Hosseinijou, and M. Avazbeigi A material selection methodology and expert system for sustainable product design Int. J. Adv. Manuf. Technol. 57 9-12 2011 885 903
101. H.C. Zhang, J. Li, and M.E. Merchant Using fuzzy multi-agent decision-making inenvironmentally conscious supplier management CIRP Ann. - Manuf. Technol. 52 1 2003 385 388
102. Q. Zhu, and J. Sarkis An intersectoral comparison of green supply chain management in China: drivers and practices J. Clean. Prod. 14 5 2006 472 486
103. Q. Zhu, J. Sarkis, and K. Lai Green supply chain management: pressures, practices and performance within Chinese automobile industry J. Clean. Prod. 15 11-12 2007 1041 1052
104. Q. Zhu, J. Sarkis, and K. Lai Initiatives and outcomes of green supply chain management implementation by Chinese manufacturers J. Environ. Manag. 85 1 2007 179 189
105. Q. Zhu, J. Sarkis, and K. Lai Green supply chain management implications for closing the loop Transp. E: Logist. Transp. Rev. 44 1 2008 1 18
106. Q. Zhu, J. Sarkis, J. Cordeiro, and K.L. Lai Firm level correlates of emergent green supply chain management practices in the Chinese context Omega 36 4 2008 577 591