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Green Government Procurement: Decision-Making with Rough Set, TOPSIS, and VIKOR Methodologies

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Information, Models, and Sustainability

Part of the book series: Public Administration and Information Technology ((PAIT,volume 20))

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Abstract

Public and private organizations have started to respond to various stakeholder and market pressures to improve their environmental and social sustainability performance. Government agencies represent one of the most pertinent stakeholders. Government stakeholder pressures to encourage greater organizational sustainability include coercive measures such as penalties, fines, and removal of license to operate if organizations are unable to meet specific regulatory requirements. Yet, noncoercive approaches are also available to government agencies and regulators for encouraging the greening of organizations and markets.

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Notes

  1. 1.

    This term has also been defined as information entropy of a system (Liang and Shi 2004).

References

  • Amann M, Roehrich J, Eßig M, Harland C (2014) Driving sustainable supply chain management in the public sector: the importance of public procurement in the European Union. Supply Chain Manage 19(3):351–366

    Article  Google Scholar 

  • Arora S, Cason TN (1995) An experiment in voluntary environmental regulation: participation in EPA’s 33/50 program. J Environ Econ Manage 28(3):271–286

    Article  Google Scholar 

  • Bai C, Sarkis J (2010a) Integrating sustainability into supplier selection with grey system and rough set methodologies. Int J Prod Econ 124(1):252–264

    Article  Google Scholar 

  • Bai C, Sarkis J (2010b) Green supplier development: analytical evaluation using rough set theory. J Clean Prod 18(12):1200–1210

    Article  Google Scholar 

  • Bai C, Sarkis J (2011) Evaluating supplier development programs with a grey based rough set methodology. Expert Syst Appl 38(11):13505–13517

    Google Scholar 

  • Bai C, Sarkis J (2013a) Flexibility in reverse logistics: a framework and evaluation approach. J Clean Prod 47:306–318

    Article  Google Scholar 

  • Bai C, Sarkis J (2013b) Green information technology strategic justification and evaluation. Inf Syst Front 15(5):831–847

    Article  Google Scholar 

  • Bai C, Sarkis J (2014) Determining and applying sustainable supplier key performance indicators. Supply Chain Manage 19(3):275–291

    Article  Google Scholar 

  • Bai C, Dhavale D, Sarkis J (2014) Integrating Fuzzy C-Means and TOPSIS for performance evaluation: an application and comparative analysis. Expert Syst Appl 41(9):4186–4196

    Article  Google Scholar 

  • Brandenburg M, Govindan K, Sarkis J, Seuring S (2014) Quantitative models for sustainable supply chain management: developments and directions. Eur J Oper Res 233(2):299–312

    Article  Google Scholar 

  • CECNA/FWI (2003) Green procurement: good environmental stories for North Americans. Commission for Environmental Cooperation of North American/Five Winds International. http://www.resourcesaver.org/file/toolmanager/CustomO16C45F42803.pdf. Accessed 10 Oct 2006

  • Chen MF, Tzeng GH (2004) Combining grey relation and TOPSIS concepts for selecting an expatriate host country. Math Comput Model 40(13):1473–1490

    Article  Google Scholar 

  • Chen SJJ, Hwang CL, Beckmann MJ, Krelle W (1992) Fuzzy multiple attribute decision making: methods and applications. Springer, New York

    Book  Google Scholar 

  • Chu MT, Shyu J, Tzeng GH, Khosla R (2007) Comparison among three analytical methods for knowledge communities group-decision analysis. Expert Syst Appl 33(4):1011–1024

    Article  Google Scholar 

  • Day C (2005) Buying green: the crucial role of public authorities. Local Environ 10(2):201–209

    Article  Google Scholar 

  • Deltas G, Harrington DR, Khanna M (2014) Green management and the nature of pollution prevention innovation. Appl Econ 46(5):465–482

    Article  Google Scholar 

  • Dou Y, Sarkis J, Bai C, Dou Y, Sarkis J, Bai C (2014) Government green procurement: a Fuzzy-DEMATEL analysis of barriers. In: Supply chain management under fuzziness, vol 333. Springer, Berlin, pp 567–589

    Chapter  Google Scholar 

  • Dubois D, Prade H (1980) Systems of linear fuzzy constraints. Fuzzy Set Syst 3(1):37–48

    Article  Google Scholar 

  • European Commission (EC) (2004) Buying green!—a handbook on environmental public procurement. Office for Official Publications of the European Communities, Luxembourg. http://ec.europa.eu/environment/gpp/buying_handbook_en.htm

  • Geng Y, Doberstein B (2008) Developing the circular economy in China: challenges and opportunities for achieving ‘leapfrog development’. Int J Sustain Dev World Ecol 15(3):231–239

    Article  Google Scholar 

  • Govindan K, Rajendran S, Sarkis J, Murugesan P (2015) Multi criteria decision making approaches for green supplier evaluation and selection: a literature review. J Clean Prod 98:66–83

    Article  Google Scholar 

  • Ho LW, Dickinson NM, Chan G (2010) Green procurement in the Asian public sector and the Hong Kong private sector. Nat Resour Forum 34(1):24–38

    Article  Google Scholar 

  • Hwang CL, Yoon K (1981) Multiple attribute decision making: methods and applications: a state of the art survey. Springer, New York

    Book  Google Scholar 

  • Krohling RA, Campanharo VC (2011) Fuzzy TOPSIS for group decision making: a case study for accidents with oil spill in the sea. Expert Syst Appl 38(4):4190–4197

    Article  Google Scholar 

  • Kunzlik P (2003) International procurement regimes and the scope for the inclusion of environmental factors in public procurement. In: OECD (ed) The environmental performance of public procurement, p 157

    Google Scholar 

  • Li DF (2012) A fast approach to compute fuzzy values of matrix games with payoffs of triangular fuzzy numbers. Eur J Oper Res 223(2):421–429

    Article  Google Scholar 

  • Liang J, Shi Z (2004) The information entropy, rough entropy and knowledge granulation in rough set theory. Int J Uncertainty Fuzziness Knowl Based Syst 12(1):37–46

    Google Scholar 

  • Liang J, Shi Z, Li D (2006) Information entropy, rough entropy and knowledge granulation in incomplete information systems. Int J Gen Syst 35(6):641–654

    Article  Google Scholar 

  • Liang J, Wang F, Dang C, Qian Y (2012) An efficient rough feature selection algorithm with a multi-granulation view. Int J Approx Reason 53(6):912–926

    Article  Google Scholar 

  • Marron DB (1997) Buying green: government procurement as an instrument of environmental policy. Public Finan Rev 25(3):285–305

    Article  Google Scholar 

  • McMurray AJ, Islam MM, Siwar C, Fien J (2014) Sustainable procurement in Malaysian organizations: practices, barriers and opportunities. J Purch Supply Manage 20(3):195–207

    Article  Google Scholar 

  • Michelsen O, de Boer L (2009) Green procurement in Norway: a survey of practices at the municipal and county level. J Environ Manage 91(1):160–167

    Article  Google Scholar 

  • Mosgaard M, Riisgaard H, Huulgaard RD (2013) Greening non-product-related procurement—when policy meets reality. J Clean Prod 39:137–145

    Article  Google Scholar 

  • New S, Green K, Morton B (2002) An analysis of private versus public sector responses to the environmental challenges of the supply chain. J Public Procurement 2(1):93–105

    Google Scholar 

  • Nissinen A, Parikka-Alhola K, Rita H (2009) Environmental criteria in the public purchases above the EU threshold values by three Nordic countries: 2003 and 2005. Ecol Econ 68(6):1838–1849

    Article  Google Scholar 

  • Norberg-Bohm V (1999) Stimulating ‘green’ technological innovation: an analysis of alternative policy mechanisms. Policy Sci 32(1):13–38

    Article  Google Scholar 

  • OECD (2006) OECD Factbook. OECD, Paris

    Google Scholar 

  • Opricovic S, Tzeng GH (2002) Multicriteria planning of post‐earthquake sustainable reconstruction. Comput Aided Civil Infrastruct Eng 17(3):211–220

    Article  Google Scholar 

  • Opricovic S, Tzeng GH (2004) Compromise solution by MCDM methods: a comparative analysis of VIKOR and TOPSIS. Eur J Oper Res 156(2):445–455

    Article  Google Scholar 

  • Opricovic S, Tzeng GH (2007) Extended VIKOR method in comparison with outranking methods. Eur J Oper Res 178(2):514–529

    Article  Google Scholar 

  • Parikka-Alhola K (2008) Promoting environmentally sound furniture by green public procurement. Ecol Econ 68(1):472–485

    Article  Google Scholar 

  • Pawlak Z (1982) Rough sets. Int J Comput Inf Sci 11(5):341–356

    Article  Google Scholar 

  • Preuss L (2009) Addressing sustainable development through public procurement: the case of local government. Supply Chain Manage 14(3):213–223

    Article  Google Scholar 

  • Seuring S (2013) A review of modeling approaches for sustainable supply chain management. Decis Support Syst 54(4):1513–1520

    Article  Google Scholar 

  • Shyng JY, Wang FK, Tzeng GH, Wu KS (2007) Rough set theory in analyzing the attributes of combination values for the insurance market. Expert Syst Appl 32(1):56–64

    Article  Google Scholar 

  • Swanson M, Weissman A, Davis G, Socolof ML, Davis K (2005) Developing priorities for greener state government purchasing: a California case study. J Clean Prod 13(7):669–677

    Article  Google Scholar 

  • Tzeng GH, Lin CW, Opricovic S (2005) Multi-criteria analysis of alternative-fuel buses for public transportation. Energy Policy 33(11):1373–1383

    Article  Google Scholar 

  • Walker H, Brammer S (2009) Sustainable procurement in the United Kingdom public sector. Supply Chain Manage 14(2):128–137

    Article  Google Scholar 

  • Yu PL (1973) A class of solutions for group decision problems. Manage Sci 19(8):936–946

    Article  Google Scholar 

  • Zhu Q, Sarkis J, Lai KH (2012) Green supply chain management innovation diffusion and its relationship to organizational improvement: an ecological modernization perspective. J Eng Technol Manage 29(1):168–185

    Article  Google Scholar 

  • Zhu Q, Geng Y, Sarkis J (2013) Motivating green public procurement in China: an individual level perspective. J Environ Manage 126:85–95

    Article  Google Scholar 

Download references

Acknowledgments

This work is supported by the National Natural Science Foundation of China Project (71102090, 71472031); Program for Liaoning Excellent Talents in University (WJQ2014029).

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Bai, C., Sarkis, J. (2016). Green Government Procurement: Decision-Making with Rough Set, TOPSIS, and VIKOR Methodologies. In: Zhang, J., Luna-Reyes, L., Pardo, T., Sayogo, D. (eds) Information, Models, and Sustainability. Public Administration and Information Technology, vol 20. Springer, Cham. https://doi.org/10.1007/978-3-319-25439-5_5

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