A novel hybrid model based on DEMATEL and ANP for selecting cost of quality model development

The cost of quality (CoQ) has been an important issue in quality management for years. Scholars and experts have provided four CoQ models (i.e. PAF model, ABC model, process cost model and opportunity model) that can help organisations to handle the measurement of quality cost. A novel hybrid model, which could cope with the interdependencies between the criteria, is proposed to demonstrate how to select the optimal CoQ model for an organisation. As a result, this integrated model is expected to be able to assist quality managers in administrating their requirements and resource constraints on selecting the optimal CoQ model developments. In conclusion, the main contribution of this paper is to enhance the capacity of organisations to address the challenge of CoQ model development more effectively through this novel model for prioritising available CoQ models.

[1]  A. Ansari,et al.  Two New Dimensions in the Cost of Quality , 1987 .

[2]  Wen-Hsien Tsai,et al.  Dynamic pricing and revenue management process in Internet retailing under uncertainty: An integrated real options approach , 2009 .

[3]  Manoj Kumar Tiwari,et al.  Analyzing alternatives in reverse logistics for end-of-life computers: ANP and balanced scorecard approach , 2005, Comput. Ind. Eng..

[4]  Donald N. Merino,et al.  Economics of Quality: Choosing among Prevention Alternatives , 1990 .

[5]  Wen-Hsien Tsai,et al.  Treatment and recycling system optimisation with activity-based costing in WEEE reverse logistics management: an environmental supply chain perspective , 2009 .

[6]  Elaine Aspinwall,et al.  The Development of a Quality Cost Model in a Telecommunications Company , 1999 .

[7]  Wen-Hsien Tsai,et al.  Corporate social responsibility programs choice and costs assessment in the airline industry - A hybrid model , 2008 .

[8]  M. Bohanec,et al.  The Analytic Hierarchy Process , 2004 .

[9]  Barrie G. Dale,et al.  Setting up a quality costing system: An evaluation of the key issues , 2002, Bus. Process. Manag. J..

[10]  Gwo-Hshiung Tzeng,et al.  Airline safety measurement using a hybrid model , 2007 .

[11]  L. J. Porter,et al.  Quality costing for total quality management , 1992 .

[12]  Joseph Sarkis,et al.  Analyzing organizational project alternatives for agile manufacturing processes: An analytical network approach , 1999 .

[13]  Zhihai Zhang,et al.  Developing a model of quality management methods and evaluating their effects on business performance , 2000 .

[14]  Adrien Presley,et al.  R&D project selection using the analytic network process , 2002, IEEE Trans. Engineering Management.

[15]  L. C. Leung,et al.  Implementing the balanced scorecard using the analytic hierarchy process & the analytic network process , 2006, J. Oper. Res. Soc..

[16]  Douglas T. Ross,et al.  Structured Analysis (SA): A Language for Communicating Ideas , 1977, IEEE Transactions on Software Engineering.

[17]  A. Darker,et al.  TOTAL QUALITY CONTROL , 1987 .

[18]  G. Tzeng,et al.  Marketing strategy based on customer behaviour for the LCD-TV , 2006 .

[19]  Charles Wilson,et al.  Decision Making in Complex Environments , 1994 .

[20]  W. Hsu,et al.  The sustainability balanced scorecard as a framework for selecting socially responsible investment: an effective MCDM model , 2009, J. Oper. Res. Soc..

[21]  Gwo-Hshiung Tzeng,et al.  Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL , 2007, Expert Syst. Appl..

[22]  Mark A. Johnson The development of measures of the cost of quality for an engineering unit , 1995 .

[23]  Vince Thomson,et al.  A review of research on cost of quality models and best practices , 2006 .

[24]  T. Saaty How to Make a Decision: The Analytic Hierarchy Process , 1990 .

[25]  Wen-Hsien Tsai,et al.  Selecting management systems for sustainable development in SMEs: A novel hybrid model based on DEMATEL, ANP, and ZOGP , 2009, Expert Syst. Appl..

[26]  J. Campanella Principles of Quality Costs: Principles, Implementation and Use , 1999 .

[27]  B. Dale,et al.  Quality Costing: An Examination of Knowledge, Attitudes, and Perceptions , 1998 .

[28]  Chih-Hung Tsai,et al.  The study of applying ANP model to assess dispatching rules for wafer fabrication , 2008, Expert Syst. Appl..

[29]  Wen-Hsien Tsai,et al.  An AHP approach to assessing the relative importance weights of ERP performance measures , 2006 .

[30]  Pi-Fang Hsu,et al.  Developing and Implementing a Selection Model for Bedding Chain Retail Store Franchisee Using Delphi and Fuzzy AHP , 2007 .

[31]  M. Beruvides,et al.  Using Opportunity Costs to Determine the Cost of Quality: A Case Study in a Continuous-Process Industry , 1998 .

[32]  Sevin Sozer,et al.  Product planning in quality function deployment using a combined analytic network process and goal programming approach , 2003 .

[33]  Thomas L. Saaty,et al.  Decision making with dependence and feedback : the analytic network process : the organization and prioritization of complexity , 1996 .

[34]  Wen‐Hsien Tsai,et al.  Quality cost measurement under activity‐based costing , 1998 .

[35]  Wen-Hsien Tsai,et al.  Users' service quality satisfaction and performance improvement of ERP consultant selections , 2007 .

[36]  R. Kaplan,et al.  Measure Costs Right: Make the Right Decisions , 1988 .

[37]  Wann-Ming Wey,et al.  Using ANP priorities with goal programming in resource allocation in transportation , 2007, Math. Comput. Model..

[38]  A. B. Pursglove The influence of management information and quality management systems on the development of quality costing , 1996 .

[39]  Wen-Hsien Tsai,et al.  Evaluation of mobile services for the future of 3G operators , 2009, Int. J. Mob. Commun..

[40]  T. L. Saaty,et al.  Decision making with dependence and feedback , 2001 .

[41]  Joseph Moses Juran,et al.  Quality-control handbook , 1951 .

[42]  Wen-Hsien Tsai,et al.  A fuzzy goal programming approach for green supply chain optimisation under activity-based costing and performance evaluation with a value-chain structure , 2009 .