The purpose of this paper is to provide a practical approach for prioritizing the most practiced Critical Success Factors (CSFs) for six sigma implementation. The most commonly accepted CSFs for six sigma were identified from the literature. Then, the interactions among twelve CSFs have been studied using one of the mathematical/soft-operational research tools, that is, the Interpretative Structural Modeling (ISM). The developed model was illustrated using a case study selected from an automotive service industry. The findings implied that almost all of the CSFs are classified as linkage variables. The developed model provides a road map that assists practitioners to understand the process through which six sigma is practiced in a certain enterprise. Although the studied case was selected from the automotive service industry, the outcome of the proposed ISM model supported the results of the previous empirical studies in a sense that all factors for six sigma implementation were in fact critical (i.e. none of them was located within the autonomous category).
KeywordsCritical Success FactorsSix SigmaInterpretative Structural ModelingPrioritizationAutomotive Service Industry
Raisinghani, M.S., Ette, H., Pierce, R., Cannon, G. and Daripaly, P. (2005) Six Sigma: Concepts, Tools, and Applications. Industrial Management & Data Systems, 105, 491-505. http://dx.doi.org/10.1108/02635570510592389
Snee, R.D. (2004) Six-Sigma: The Evolution of 100 Years of Business Improvement Methodology. International Journal of Six Sigma and Competitive Advantage, 1, 4-20. http://dx.doi.org/10.1504/IJSSCA.2004.005274
Antony, J., Kumar, M. and Madu, C.N. (2005) Six Sigma in Small- and Medium-Sized UK Manufacturing Enterprises: Some Empirical Observations. International Journal of Quality & Reliability Management, 22, 860-874. http://dx.doi.org/10.1108/02656710510617265
Kumar, M., Antony, J., Singh, R.K., Tiwari, M.K. and Perry, D. (2006) Implementing the Lean Sigma Framework in an Indian SME: A Case Study. Production Planning and Control, 17, 407-423. http://dx.doi.org/10.1080/09537280500483350
Antony, J. (2007) Is Six Sigma a Management Fad or Fact? Assembly Automation, 27, 17-19. http://dx.doi.org/10.1108/01445150710724658
Mayor, T. (2004) Six Sigma Comes to IT Targeting Perfection. CIO Magazine, 3, 12-16.
Henderson, K.M. and Evans, J.R. (2000) Successful Implementation of Six Sigma: Benchmarking General Electric Company. Benchmarking: An International Journal, 7, 260-282. http://dx.doi.org/10.1108/14635770010378909
Antony, J. and Banuelas, R. (2002) Key Ingredients for the Effective Implementation of Six Sigma Program. Measuring Business Excellence, 6, 20-27. http://dx.doi.org/10.1108/13683040210451679
Coronado, R.B. and Antony, J. (2002) Critical Success Factors for the Successful Implementation of Six Sigma Projects in Organizations. The TQM Magazine, 14, 92-99. http://dx.doi.org/10.1108/09544780210416702
Starbird, C.D. (2002) Business Excellence: Six Sigma as a Management System. Annual Quality Congress Proceedings—American Society for Quality Control, ASQ, 47-56.
Johnson, A. and Swisher, B. (2003) How Six Sigma Improves R&D. Research Technology Management, 46, 12-15.
Kwak, Y.H. and Anbari, F.T. (2006) Benefits, Obstacles, and Future of Six Sigma Approach. Technovation, 26, 708-715. http://dx.doi.org/10.1016/j.technovation.2004.10.003
Brun, A. (2011) Critical Success Factors of Six Sigma Implementations in Italian Companies. International Journal of Production Economics, 131, 158-164. http://dx.doi.org/10.1016/j.ijpe.2010.05.008
Rockart, J.F. (1979) Chief Executives Define Their Own Data Needs. Harvard Business Review, 57, 81-93.
Zu, X., Robbins, T.L. and Fredendall, L.D. (2010) Mapping the Critical Links between Organizational Culture and TQM/Six Sigma Practices. International Journal of Production Economics, 123, 86-106. http://dx.doi.org/10.1016/j.ijpe.2009.07.009
Kanungo, S. and Bhatnagar, V.V. (2002) Beyond Generic Models for Information System Quality: The Use of Interpretive Structural Modeling (ISM). Systems Research and Behavioral Science, 19, 531-549. http://dx.doi.org/10.1002/sres.476
Harary, F.N.R. and Cartwright, D. (1965) Structural Models: An Introduction to the Theory of Directed Graphs. Wiley, New York.
Waller, R.J. (1980) Contextual Relations and Mathematical Relations in Interpretive Structural Modeling. IEEE Transactions on Systems, Man and Cybernetics, 10, 143-145. http://dx.doi.org/10.1109/TSMC.1980.4308451
Ohuchi, A., Kurihara, M. and Kaji, I. (1986) Implication Theory and Algorithm for Reachability Matrix Model. IEEE Transactions on Systems, Man and Cybernetics, 16, 610-616. http://dx.doi.org/10.1109/TSMC.1986.289267
Warfield, J.N. (1973) An Assault on Complexity. Battelle Memorial Institute, Columbus.
Kanungo, S. (2005) Using Process Theory to Analyze Direct and Indirect Value-Drivers of Information Systems. HICSS’05. Proceedings of the 38th Annual Hawaii International Conference on System Sciences, 3-6 January 2005, 231c.
Anantatmula, V. and Kanungo, S. (2008) Role of IT and KM in Improving Project Management Performance. VINE, 38, 357-369. http://dx.doi.org/10.1108/03055720810904862
Faisal, M.N. (2010) Sustainable Supply Chains: A Study of Interaction among the Enablers. Business Process Management Journal, 16, 508-529. http://dx.doi.org/10.1108/14637151011049476
Mandal, A. and Deshmukh, S.G. (1994) Vendor Selection Using Interpretive Structural Modelling (ISM). International Journal of Operations & Production Management, 14, 52-59. http://dx.doi.org/10.1108/01443579410062086
Jharkharia, S. and Shankar, R. (2004) IT Enablement of Supply Chains: Modeling the Enablers. International Journal of Productivity and Performance Management, 53, 700-712. http://dx.doi.org/10.1108/17410400410569116
Thakkar, J., Deshmukh, S.G., Gupta, A.D. and Shankar, R. (2006) Development of a Balanced Scorecard: An Integrated Approach of Interpretive Structural Modeling (ISM) and Analytic Network Process (ANP). International Journal of Productivity and Performance Management, 56, 25-59. http://dx.doi.org/10.1108/17410400710717073
Singh, M.D. and Kant, R. (2008) Knowledge Management Barriers: An Interpretive Structural Modeling Approach. International Journal of Management Science and Engineering Management, 3, 141-150.
Kannan, G., Haq, A.N., Sasikumar, P. and Arunachalam, S. (2008) Analysis and Selection of Green Suppliers Using Interpretative Structural Modelling and Analytic Hierarchy Process. International Journal of Management and Decision Making, 9, 163-182. http://dx.doi.org/10.1504/IJMDM.2008.017198
Soti, A., Shankar, R. and Kaushal, O.P. (2010) Modeling the Enablers of Six Sigma Using Interpreting Structural Modeling. Journal of Modelling in Management, 5, 124-141. http://dx.doi.org/10.1108/17465661011060989
Singh, A.K. (2013) Modeling Enablers of TQM to Improve Airline Performance. International Journal of Productivity and Performance Management, 62, 250-275. http://dx.doi.org/10.1108/17410401311309177
Tripathy, S., Sahu, S. and Ray, P.K. (2013) Interpretive Structural Modelling for Critical Success Factors of R&D Performance in Indian Manufacturing Firms. Journal of Modelling in Management, 8, 212-240. http://dx.doi.org/10.1108/JM2-11-2011-0061
Raeesi, R., Dastrang, M., Mohammadi, S. and Rasouli, E. (2013) Understanding the Interactions among the Barriers to Entrepreneurship Using Interpretive Structural Modeling. International Journal of Business and Management, 8, 56. http://dx.doi.org/10.5539/ijbm.v8n13p56
Ansari, M.F., Kharb, R.K., Luthra, S., Shimmi, S.L. and Chatterji, S. (2013) Analysis of Barriers to Implement Solar Power Installations in India Using Interpretive Structural Modeling Technique. Renewable and Sustainable Energy Reviews, 27, 163-174. http://dx.doi.org/10.1016/j.rser.2013.07.002
Gorane, S.J. and Kant, R. (2013) Modelling the SCM Enablers: An Integrated ISM-Fuzzy MICMAC Approach. Asia Pacific Journal of Marketing and Logistics, 25, 263-286. http://dx.doi.org/10.1108/13555851311314059
Mathiyazhagan, K. and Haq, A.N. (2013) Analysis of the Influential Pressures for Green Supply Chain Management Adoption—An Indian Perspective Using Interpretive Structural Modeling. The International Journal of Advanced Manufacturing Technology, 68, 817-833.
Kumar, S., Luthra, S. and Haleem, A. (2013) Customer Involvement in Greening the Supply Chain: An Interpretive Structural Modeling Methodology. Journal of Industrial Engineering International, 9, 6. http://dx.doi.org/10.1186/2251-712X-9-6
Govindan, K., Kannan, D., Mathiyazhagan, K., Jabbour, A.B.L.D.S. and Jabbour, C.J.C. (2013) Analysing Green Supply Chain Management Practices in Brazil’s Electrical/Electronics Industry Using Interpretive Structural Modelling. International Journal of Environmental Studies, 70, 477-493.
Li, T.B. and Li, S.D. (2013) Application of ISM in Influence Factors of Human Resource Training Effects of Transportation Enterprises. In: The 19th International Conference on Industrial Engineering and Engineering Management, Springer, Berlin Heidelberg, 845-852.
Azevedo, S., Carvalho, H. and Cruz-Machado, V. (2013) Using Interpretive Structural Modelling to Identify and Rank Performance Measures: An Application in the Automotive Supply Chain. Baltic Journal of Management, 8, 208-230. http://dx.doi.org/10.1108/17465261311310027
Mehta, N., Verma, P. and Seth, N. (2013) Total Quality Management Implementation in Engineering Education in India: An Interpretive Structural Modelling Approach. Total Quality Management & Business Excellence, 25, 124-140.