A Fuzzy MCDM Approach for Health-Care Waste Management
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33122
A Fuzzy MCDM Approach for Health-Care Waste Management

Authors: Mehtap Dursun, E. Ertugrul Karsak, Melis Almula Karadayi

Abstract:

The management of the health-care wastes is one of the most important problems in Istanbul, a city with more than 12 million inhabitants, as it is in most of the developing countries. Negligence in appropriate treatment and final disposal of the healthcare wastes can lead to adverse impacts to public health and to the environment. This paper employs a fuzzy multi-criteria group decision making approach, which is based on the principles of fusion of fuzzy information, 2-tuple linguistic representation model, and technique for order preference by similarity to ideal solution (TOPSIS), to evaluate health-care waste (HCW) treatment alternatives for Istanbul. The evaluation criteria are determined employing nominal group technique (NGT), which is a method of systematically developing a consensus of group opinion. The employed method is apt to manage information assessed using multigranularity linguistic information in a decision making problem with multiple information sources. The decision making framework employs ordered weighted averaging (OWA) operator that encompasses several operators as the aggregation operator since it can implement different aggregation rules by changing the order weights. The aggregation process is based on the unification of information by means of fuzzy sets on a basic linguistic term set (BLTS). Then, the unified information is transformed into linguistic 2-tuples in a way to rectify the problem of loss information of other fuzzy linguistic approaches.

Keywords: Group decision making, health care waste management, multi-criteria decision making, OWA, TOPSIS, 2-tuple linguistic representation

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1085221

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 2406

References:


[1] V.J. Landrum, R.G. Barton, R. Neulicht, M. Turner, D. Wallace, and S. Stacy, "Medical waste management and disposal," U.S. Environmental Protection Agency, Office of Solid Waste, New Jersey, 1991.
[2] A. Pr├╝ss, E. Giroult, and P. Rushbook, "Safe management of wastes from health-care activities," World Health Organization, Geneva, Switzerland, 1999.
[3] M. Sawalem, E. Selic, and J.D. Herbell, "Hospital waste management in Libya: A case study," Waste Management, vol. 29, pp.1370-1375, 2009.
[4] B.K. Lee, M.J. Ellenbecker, and R. Moure-Ersaso, "Alternatives for treatment and disposal cost reduction of regulated medical wastes," Waste Management, vol. 24, pp. 143-151, 2004.
[5] L.F. Diaz, G.M. Savage, and L.L. Eggerth, "Alternatives for the treatment and disposal of healthcare wastes in developing countries," Waste Management, vol. 25, pp. 626-637, 2005.
[6] T.L. Tudor, C.L. Noonan, and L.E.T. Jenkin, "Healthcare waste management: a case study from the National Health Service in Cornwall, United Kingdom," Waste Management, vol. 25, pp. 606-615, 2005.
[7] L.F. Diaz, L.L. Eggerth, Sh. Enkhtsetseg, and G.M. Savage, "Characteristics of healthcare wastes," Waste Management, vol. 28, pp. 1219-1226, 2008.
[8] E. Shinee, E. Gombojav, A. Nishimura, N. Hamajima, and K. Ito, "Healthcare waste management in the capital city of Mongolia," Waste Management, vol. 28, pp. 435-441, 2008.
[9] I.A. Al-Khatib, and C. Sato, "Solid health care waste management status at health care centers in the West Bank - Palestinian Territory," Waste Management, vol. 29, pp. 2398-2403, 2009.
[10] L.F. Mohamed, S.A. Ebrahim, and A.A. Al-Thukair, "Hazardous healthcare waste management in the Kingdom of Bahrain," Waste Management, vol. 29, pp. 2404-2409, 2009.
[11] M.M.A. El-Salam, "Hospital waste management in El-Beheira Governorate, Egypt," Journal of Environmental Management, vol. 91, pp. 618-629, 2010.
[12] A.C. Brent, D.E.C. Rogers, T.S.M. Ramabitsa-Siimane, and M.B. Rohwer, "Application of the analytical hierarchy process to establish health care waste management systems that minimize infection risks in developing countries," European Journal of Operational Research, vol. 181, pp. 403-424, 2007.
[13] M. Chaerul, M. Tanaka, and A.V. Shekdar, "A system dynamics approach for hospital waste management," Waste Management, vol. 28, pp. 442-449, 2008.
[14] P.F. Hsu, C.R. Wu, and Y.T. Li, "Selection of infectious medical waste disposal firms by using the analytic hierarchy process and sensitivity analysis," Waste Management, vol. 28, pp. 1386-1394, 2008.
[15] M. Tanaka, and A.V. Shekdar, "Resolving complexities in healthcare waste management: a goal programming approach," Waste Management & Research, vol. 26 (3), pp. 217-232, 2008.
[16] W. Zhao, E. van der Voet, G. Huppes, and Y. Zhang, "Comparative life cycle assessments of incineration and non-incineration treatments for medical waste," Int J. Life Cycle Assess., Vol. 14, pp. 114-121, 2009.
[17] A. Karagiannidis, A. Papageorgiou, G. Perkoulidis, G. Sanida, and P. Samaras, "A multi-criteria assessment of scenarios on thermal processing of infectious hospital wastes: A case study for Central Macedonia," Waste Management, vol. 30, pp. 251-262, 2010.
[18] M. Kilic, "Optimization of the health-care waste handling and final disposal of the infectious wastes of the hospital-medical centers in the Anatolian Side of Istanbul," M.S. Thesis, Bogazici University, Istanbul, 2004.
[19] B.A. Zeren, "Health-care waste management of the hospitals in the European Side of Istanbul," M.S. Thesis, Bogazici University, Istanbul, 2004.
[20] A.Z. Alagoz, and G. Kocasoy, "Treatment and disposal alternatives for health-care waste in developing countries-A case study in Istanbul, Turkey," Waste Management & Research, vol. 25, pp. 83-89, 2007.
[21] A.Z. Alagoz, and G. Kocasoy, "Determination of the best appropriate management methods for the health-care wastes in Istanbul," Waste Management, vol. 28, pp. 1227-1235, 2008a.
[22] A.Z. Alagoz, and G. Kocasoy, "Improvement and modification of the routing system for the health-care waste collection and transportation in Istanbul," Waste Management, vol. 28, pp. 1461-1471, 2008b.
[23] M.E. Birpinar, M.S. Bilgili, and T. Erdogan, "Medical waste management in Turkey: A case study of Istanbul, Waste Management" vol. 29, pp. 445-448, 2009.
[24] C. Chakraborty, and D. Chakraborty, "A fuzzy clustering methodology for linguistic opinions in group decision making," Applied Soft Computing, vol. 7, pp. 858-869, 2007.
[25] M. Dursun, and E.E. Karsak, "A fuzzy MCDM approach for personnel selection," Expert Systems with Applications, vol. 37(6), pp. 4324-4330, 2010.
[26] F. Herrera, E. Herrera-Viedma, and L. Martínez, "A fusion approach for managing multi-granularity linguistic term sets in decision making," Fuzzy Sets and Systems, vol. 114(1), pp. 43-58, 2000.
[27] R.R. Yager, "On ordered weighted averaging aggregation operators in multi-criteria decision making," IEEE Transactions on Systems Man and Cybernetics, vol. 18(1), pp. 183-190, 1988.
[28] M. Zarghami, and F. Szidarovszky, "Fuzzy quantifiers in sensitivity analysis of OWA operator," Computers & Industrial Engineering, vol. 54(4), pp. 1006-1018, 2008.
[29] D.P. Filev, and R.R. Yager, "On the issue of obtaining OWA operator weights," Fuzzy Sets and Systems, vol. 94, pp. 157-169, 1998.
[30] F. Herrera, and L. Martínez, "A 2-tuple fuzzy linguistic representation model for computing with words," IEEE Transactions on Fuzzy Systems, vol. 8(6), pp. 746-752, 2000b.
[31] Z.P. Fan, B. Feng, Y.H. Sun, and W. Ou, "Evaluating knowledge management capability of organizations: a fuzzy linguistic method," Expert Systems with Applications, vol. 36(2), pp. 3346-3354, 2009.
[32] F. Herrera, and L. Martínez, "An approach for combining linguistic and numerical information based on 2-tuple fuzzy representation model in decision-making," International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 8(5), pp. 539-562, 2000a.
[33] C.T. Chen, "Extension of the TOPSIS for group decision-making under fuzzy environment," Fuzzy Sets and Systems, vol. 114, pp. 1-9, 2000.
[34] A.L. Delbecq, and A.H. Van de Ven, "Nominal versus interacting group processes for committee decision-making effectiveness," Acad. Manage. J., vol. 14, pp. 203-212, 1971.
[35] C. Moon, J. Lee, and S. Lim, "A performance appraisal and promotion ranking system based on fuzzy logic: An implementation case in military organizations," Applied Soft Computing, vol. 10, pp. 512-519, 2010.
[36] D.M. Spencer, "Facilitating public participation in tourism planning on American Indian reservations: A case study involving the Nominal Group Technique," Tourism Management, vol. 31, pp. 684-690, 2010.