A new fuzzy multicriteria decision making approach: An application for European Quality Award assessment

European Foundation for Quality Management (EFQM) Excellence Award is Europe's most prestigious award for organizational business excellence. The award is given to the best performing not-for-profit organizations in Europe. The assessments of award are achieved by using EFQM Excellence Model. The aim of this study is to propose a new integrated approach based on a new analytic hierarchy process and EFQM Model to evaluate the business performance excellence. The proposed method enables experts use different fuzzy scales to evaluate firms according to EFQM Excellence Award scoring system. To demonstrate the applicability of the proposed method, a case study is given. A four level hierarchy is established and four experts evaluate firms. Finally, the global weights of the firms are obtained to rank them. The proposed method is also compared with fuzzy Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) and the obtained results confirm that the proposed method effectively evaluates firms for EFQM Excellence Award.

[1]  Jesper Strandskov Sources of competitive advantages and business performance , 2006 .

[2]  Thomas L. Saaty,et al.  Multicriteria Decision Making: The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation , 1990 .

[3]  Chen-Tung Chen,et al.  Extensions of the TOPSIS for group decision-making under fuzzy environment , 2000, Fuzzy Sets Syst..

[4]  Cengiz Kahraman,et al.  Developing a group decision support system based on fuzzy information axiom , 2010, Knowl. Based Syst..

[5]  Cengiz Kahraman,et al.  Multi-attribute comparison of catering service companies using fuzzy AHP: The case of Turkey , 2004 .

[6]  Ana B. Escrig-Tena,et al.  An empirical assessment of the EFQM Excellence Model: Evaluation as a TQM framework relative to the MBNQA Model , 2009 .

[7]  Cengiz Kahraman,et al.  An Alternative Ranking Approach and Its Usage in Multi-Criteria Decision-Making , 2009, Int. J. Comput. Intell. Syst..

[8]  Nigel J. Smith,et al.  Application of a fuzzy based decision making methodology to construction project risk assessment , 2007 .

[9]  J. Buckley,et al.  Fuzzy hierarchical analysis , 1999, FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315).

[10]  F. A. Lootsma,et al.  Multicriteria decision analysis with fuzzy pairwise comparisons , 1989 .

[11]  Dmitry Maslow,et al.  The EFQM Excellence Model for Deploying Quality Management: A British-Russian Journey. , 2005 .

[12]  L. Porter,et al.  Assessing Business Excellence , 1996 .

[13]  Vincent F. Yu,et al.  An integrated fuzzy multi-criteria approach for the performance evaluation of multiple manufacturing plants , 2010, Comput. Ind. Eng..

[14]  Fang-Mei Tseng,et al.  Measuring business performance in the high-tech manufacturing industry: A case study of Taiwan's large-sized TFT-LCD panel companies , 2009 .

[15]  Ana B. Escrig-Tena,et al.  To what extent do enablers explain results in the EFQM excellence model?: An empirical study , 2005 .

[16]  D. Chang Applications of the extent analysis method on fuzzy AHP , 1996 .

[17]  O. Tutuncu,et al.  Relationship between Organizational Commitment and EFQM Business Excellence Model: A Study on Turkish Quality Award Winners , 2007 .

[18]  Jie Lu,et al.  Decider: A fuzzy multi-criteria group decision support system , 2010, Knowl. Based Syst..

[19]  Antonio Leal,et al.  Relationships between the EFQM model criteria: a study in Spanish universities , 2005 .

[20]  Romualdas Ginevičius,et al.  Analysis of organizational culture dimensions impacting performance , 2006 .

[21]  Christian Ehrlich,et al.  The EFQM-model and work motivation , 2006 .

[22]  Da Ruan,et al.  Multi-Objective Group Decision Making - Methods, Software and Applications with Fuzzy Set Techniques(With CD-ROM) , 2007, Series in Electrical and Computer Engineering.

[23]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[24]  W. Pedrycz,et al.  A fuzzy extension of Saaty's priority theory , 1983 .

[25]  J. J. Dahlgaard,et al.  A causal model for employee satisfaction , 2000 .

[26]  Borut Rusjan Usefulness of the EFQM excellence model: Theoretical explanation of some conceptual and methodological issues , 2005 .