A Fuzzy MCDM Approach for Health-Care Waste Management

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

[1]  Aylin Zeren Alagöz,et al.  Improvement and modification of the routing system for the health-care waste collection and transportation in Istanbul. , 2008, Waste management.

[2]  Daniel M. Spencer Facilitating public participation in tourism planning on American Indian reservations: A case study involving the Nominal Group Technique , 2010 .

[3]  Chikashi Sato,et al.  Solid health care waste management status at health care centers in the West Bank--Palestinian Territory. , 2009, Waste management.

[4]  Francisco Herrera,et al.  A 2-tuple fuzzy linguistic representation model for computing with words , 2000, IEEE Trans. Fuzzy Syst..

[5]  Masaru Tanaka,et al.  A system dynamics approach for hospital waste management. , 2008, Waste management.

[6]  Magda Magdy Abd El-Salam,et al.  Hospital waste management in El-Beheira Governorate, Egypt. , 2010 .

[7]  M Sawalem,et al.  Hospital waste management in Libya: a case study. , 2009, Waste management.

[8]  Byeong-Kyu Lee,et al.  Alternatives for treatment and disposal cost reduction of regulated medical wastes. , 2004, Waste management.

[9]  L F Diaz,et al.  Alternatives for the treatment and disposal of healthcare wastes in developing countries. , 2005, Waste management.

[10]  M. Bilgili,et al.  Medical waste management in Turkey: A case study of Istanbul. , 2009, Waste management.

[11]  Francisco Herrera,et al.  A fusion approach for managing multi-granularity linguistic term sets in decision making , 2000, Fuzzy Sets Syst..

[12]  Alan C. Brent,et al.  Application of the analytical hierarchy process to establish health care waste management systems that minimise infection risks in developing countries , 2007, Eur. J. Oper. Res..

[13]  Mahdi Zarghami,et al.  Fuzzy quantifiers in sensitivity analysis of OWA operator , 2008, Comput. Ind. Eng..

[14]  A. Delbecq,et al.  Nominal Versus Interacting Group Processes for Committee Decision-Making Effectiveness , 1971 .

[15]  Dimitar Filev,et al.  On the issue of obtaining OWA operator weights , 1998, Fuzzy Sets Syst..

[16]  E. Ertugrul Karsak,et al.  A fuzzy MCDM approach for personnel selection , 2010, Expert Syst. Appl..

[17]  Aylin Zeren Alagöz,et al.  Determination of the best appropriate management methods for the health-care wastes in Istanbul. , 2008, Waste management.

[18]  Debjani Chakraborty,et al.  A fuzzy clustering methodology for linguistic opinions in group decision making , 2007, Appl. Soft Comput..

[19]  Gjalt Huppes,et al.  Comparative life cycle assessments of incineration and non-incineration treatments for medical waste , 2009 .

[20]  Ronald R. Yager,et al.  On ordered weighted averaging aggregation operators in multicriteria decision-making , 1988 .

[21]  A. Prüss,et al.  Safe management of wastes from health care activities , 2001 .

[22]  L.F. Mohamed,et al.  Hazardous healthcare waste management in the Kingdom of Bahrain. , 2009, Waste management.

[23]  G Perkoulidis,et al.  A multi-criteria assessment of scenarios on thermal processing of infectious hospital wastes: a case study for Central Macedonia. , 2010, Waste management.

[24]  Bo Feng,et al.  Evaluating knowledge management capability of organizations: a fuzzy linguistic method , 2009, Expert Syst. Appl..

[25]  Günay Kocasoy,et al.  Treatment and disposal alternatives for health-care waste in developing countries – a case study in Istanbul, Turkey , 2007, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[26]  Chiung Moon,et al.  A performance appraisal and promotion ranking system based on fuzzy logic: An implementation case in military organizations , 2010, Appl. Soft Comput..

[27]  T L Tudor,et al.  Healthcare waste management: a case study from the National Health Service in Cornwall, United Kingdom. , 2005, Waste management.

[28]  L. L. Eggerth,et al.  Characteristics of healthcare wastes. , 2008, Waste management.

[29]  Cheng-Ru Wu,et al.  Selection of infectious medical waste disposal firms by using the analytic hierarchy process and sensitivity analysis. , 2008, Waste management.

[30]  Masaru Tanaka,et al.  Resolving complexities in healthcare waste management: a goal programming approach , 2008, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[31]  Nobuyuki Hamajima,et al.  Healthcare waste management in the capital city of Mongolia. , 2008, Waste management.