step-by-step Methodology for developing strategy maps: a hybrid approach using quality function deployment, fuzzy screening and fuzzy cognitive maps

Document Type : Research Paper

Authors

1 Ph.D. in management, Faculty Of Management And Economics, Tarbiat Modares University, Tehran, Iran

2 Assistant Prof., Faculty Of Management And Economics, Tarbiat Modares University, Tehran, Iran

3 3. Prof., Faculty Of Management And Economics, Tarbiat Modares University, Tehran, Iran

Abstract

Nowadays Balanced scorecard has a critical role in implementing strategies for many organizations. Strategy map as the 3rd generation of BSC by inverting mission and vision into strategic objectives is the linkage between formulating and implementing strategies. However, the methodology of developing strategy maps has many ambiguities. This study with inspiring by other authors and exploring literatures representing an improved methodology to resolve three identified short comings or improvement potential. Using QFD and fuzzy screening, fuzzy cognitive maps and considering fuzzy environment a step-by-step methodology represented to considering strategic objective refinement, causal effects modelling and human subjectivities. Finally the methodology has applied in a practical case.

Keywords

References

  1. Akkermans HA., Oorschot KE., (2005), Relevance assumed: a case study of balanced  scorecard development using system dynamics, Journal of the Operational Research Society, 56, 931–941.
  2. Amaratunga, D., Baldry D., sarshan M., (2001), Process improvement through performance measurement: the balanced scorecard methodology, work study, 50 (5): 179-188.
  3. Andersen H., Lawrie G., (2004), Effective quality management through third-generation balanced scorecard International, Journal of Productivity and Performance Management, 53 (7): 634-645.
  4. Atkinson, A.A., Balakrishnan, R., Booth, P., Cote, J.M., Groot, T., Malmi, T., Roberts, H., Uliana, Wu, A., (1997b), “New directions in management accounting research”, Journal of Management Accounting Research, 9, 79-108.
  5. Axelrod, R., (1976), "Structure of Decision: the Cognitive Maps of Political Elites." Princeton University Press.
  6. Barad M., Dror S., (2008), Strategy maps as improvement paths of enterprises, International Journal of Production Research, 46 (23): 6627–6647.
  7. Barnabe F., A., (2011 ), “system dynamics-based Balanced Scorecard” to support strategic decision making Insights from a case study, International Journal of Productivity and Performance Management , 60  (5): 446-473.
  8. Barry J. Witcher B. J., Sum Chau V., (2007). Balanced scorecard and hoshin kanri: dynamic capabilities for managing strategic fit, Management Decision, 45 (3): 518-538.
  9. Buytendijk F., Hatch T., Micheli P., (2010), Scenario-based strategy maps, Business Horizons, 53, 335—347.
  10. Chan L., Wu M., (2002), Quaity Function Deployment: A literature review, European journal of operational research, 143, 463-497.
  11. Chen C., Chou S., (2006), An Integrated Approach to Process Design for Air Cargo Transportation, IEEE International Conference on Systems, Man, and Cybernetics October 8-11, Taipei, Taiwan.
  12. Chen T., Chen C., Peng S., (2008), Firm operation performance analysis using data envelopment analysis and balanced scorecard A case study of a credit cooperative bank, International Journal of Productivity and Performance Management , 57 (7): 523-539.
  13. Cohen Y., (2011), A new technique for evaluating the balanced scorecard dashboard values, Problems and Perspectives in Management, Volume 9, Issue 1, 51-66.
  14. Davis, S., Albright, T. (2004), An investigation of the effect of balanced scorecard implementation on financial performance, Management Accounting Research, 15: 135-53.
  15. Dror S., (2008), The Balanced Scorecard versus quality award models as strategic Frameworks, Total Quality Management , 19 (6), 583–593.
  16. Dror S., (2008), Utilizing QFD For Translating Business Objectives Into Action Plans, International Journal of Production Research, 44 (18-19): 3879-895.
  17. Dror Sh., Barad M. (2006), Enhancing Control Charts to Validate Strategy Maps, Quality Technology & Quantitative Management, 3  (4): 529-541.
  18. Evans, N. (2005), Assessing the balanced scorecard as a management tool for hotels, International Journal of Contemporary Hospitality Management, 17  (5): 376-90.
  19. Gapelo C., Dias J., (2009), A system dynamics-based simulation experiment for testing mental model and performance effects of using the balanced scorecard, System Dynamics Review, 25 (1): 1–34.
  20. Glykas M., (2013), Fuzzy cognitive strategic maps in business performance measurement, Expert Systems with Applications, 40, 1-14.
  21. Groumpos, P P. (2010), Fuzzy Cognitive Maps: Basic Theories and Their Application to Complex Systems. In Fuzzy Cognitive Maps; Advances in theory, Methodologies, Tools and Applications, by Michael Glykas, 1-22. Berlin: Springer.
  22. Gumbus, A. (2005), Introducing the Balanced Scorecard: Creating Metrics to Measure Performance, Journal of Management Education, 29 (4): 617-630.
  23. Heydariyeh A., Javidnia M., Mehdiabadi A., (2012), A new approach to analyze strategy map using an integrated BSC and Fuzzy DEMATEL, Management Science Letters 2, 161–170.
  24. Hobbs, B F, S A Ludsin, R L Knight, P A Ryan, J Biberhofer, J. J. H Ciborowski., (2002), "Fuzzy cognitive mapping as a tool to define management objectives for complex ecosystems." Ecological Applications, 1548–1565.
  25. Hu Y., Yan Y., Zhang R., (2011), Enterprises Strategy Deployment based on HOS, 978-1-61284-449, ©IEEE.
  26. Ip Y.K., and Koo L.C., BSQ strategic formulation framework: a hybrid of balanced scorecard, SWOT and quality function deployment, managerial auditing journal, 19(4): 533-543.
  27. Jassbi J., Mohamadnejad F., (2011 ), Adaptive Fuzzy Cognitive Maps for Identification of Cause and Effect Relationships of Strategy Map, Third International Conference on Computational Intelligence, Communication Systems and Networks.
  28. Jassbi J., Mohamadnejad F., Nasrollahzadeh H., (2011), A Fuzzy DEMATEL framework for modeling cause and effect relationships of strategy map, Expert Systems with Applications 38, 5967–5973.
  29. Jiang T., Luh D., Kung S., (2011), Balanced Scorecard as an Evaluation Tool for Product Service System Strategy Development, The Global Studies Journal, 3, (4).
  30. Kaplan R. S., Norton D. P., (2008), The Execution Premium: Linking Strategy to Operations for Competitive Advantage, Harvard Business Press.
  31. Kaplan, R. S., (2010), Conceptual Foundations of the Balanced Scorecard: Massachusetts, Boston, Harvard Business School Press, working paper.
  32. Kaplan, R.S., Norton, D.P., (2004), Strategy Maps: Converting Intangible Assets into Tangible Outcomes, Harvard Business School Press, Boston, MA, 84-85.
  33. Karbassi Yazdi A., Mennatib B., (2011), House of Excellence: Better BSC Practice Through QFD Plus Hoshin Kanri, Australian Journal of Basic and Applied Sciences, 5(6): 1151-1159.
  34. Koo L., Koo H., (2007), Holistic approach for diagnosing, prioritising, implementing and monitoring effective strategies through synergetic fusion of SWOT, Balanced Scorecard and QFD, World Review of Entrepreneurship, Management and Sust. Development, 3, (1).
  35. Koo, L. C., (1998), Building Balanced Scorecard on the House of Quality” The 1st Industrial Engineering and Management (IEM) Symposium Transformational Strategy Towards the 21st Century, Hong Kong 20-21.
  36. Kosko, B., (1986), Fuzzy Cognitive Maps. International Journal of Man-Machine Studies, 65-75.
  37. L. Yuecheng, H. Yaoguang, S. Peng, Zh. Ruijun (2009), Research on Strategy Deployment for Manufacturing Enterprises Group, ICIEA.
  38.  Laitinen, E.K., (2004), Towards a microeconomic approach of the balanced scorecard, Managerial Finance, 30  (6): 1-27.
  39. Lawrie, G., Cobbold, I. (2004), “Third-generation balanced scorecard: evolution of an effective strategic control tool”, International Journal of Productivity and Performance Management, 53 (7), 611-23.
  40. Lee S., Ko A., (2000), Building balanced scorecard with SWOT analysis, and implementing ``Sun Tzu's The Art of Business Management Strategies'' on QFD methodology, Managerial Auditing Journal 15/1/2, 68-76.
  41. Lee S., Lo K., Leung R., Ko A., (2000), Strategy formulation framework for vocational education: integrating SWOT analysis, balanced scorecard, QFD methodology and MBNQA education criteria, managerial Auditing journal, 15/8, 407-423.
  42. Malmi, T., (2001), Balanced scorecards in Finnish companies: a research note, Management Accounting Research, 12, 207-20.
  43. Manteghi N., Zohrabi A., (2011) , A proposed comprehensive framework for formulating strategy: a Hybrid of balanced scorecard, SWOT analysis, porter`s generic strategies and Fuzzy quality function deployment, Procedia Social and Behavioral Sciences 15 ,2068–2073.
  44. Maritan D., Panizzolo R., (2009), Identifying business priorities through quality function Deployment Insights from a case study, Marketing Intelligence & Planning , 27 ,5714-728.
  45. Marr, B., (2005), The balanced scorecard and intangible assets: similar ideas, unaligned concepts. Measuring Business Excellence, 8(3): 18-27.
  46. Marr, B. and Schiuma, G., (2003), “Business performance measurement – past, present and future”, Management Decision, 41 (8): 680-7.
  47. Munive-Hernandex, E. J., Dewhurst, F. W., Pritchard, M. C., Barber, K. K., (2004), Modelling strategy management process: an initial BPM approach, Business Process Management Journal, 10(6): 691-711.
  48. N. Makhijani, J. Creelman, (2008), How leading organizations successfully implement corporate strategy with the balanced scorecard, The OTI Thought Leadership Series, 1, 1–16.
  49. Neely, A., Marr, B., Roos, G., Pike, S., Gupta, O. (2003), Towards the third generation of performance measurement, Controlling, 3 (4): 129-35.
  50. Nielsen S., Nielsen E., (2008) System dynamics modelling for a balanced scorecard Computing the influence of skills, customers, and work in process on the return on capital employed, Management Research News , 31 (3): 169-188.
  51. Niven, Paul, (2005), Balanced scorecard diagnostics: maintaining maximum Performance Wiley, Hoboken, N.J.
  52. O’ ConnorN., (2004), Map business strategy and develop performance measures that matter: Developing a strategy map, Australian Cpa Network October, 22-25.
  53. Papageorgiou, E I., (2011),A new methodology for Decisions in Medical Informatics using Fuzzy Cognitive Maps based on Fuzzy Rule-Extraction techniques. Applied Soft Computing, 500–513.
  54. Papageorigiou, E. I, C. D. Stylios, P. P Groumpos., (2004), Active Hebbian learning algorithm to train fuzzy cognitive maps. International Journal of Approximate Reasoning, 219-249.
  55. Qi J., Li L., Ai H., (2009), A System Dynamics Approach to Competitive Strategy in Mobile Telecommunication Industry, Systems Research and Behavioral Science Syst. Res. 26, 155^168.
  56. Quezada L., Cordova F.,Palominos P., Godoy K., Ross J., (2009), Method for identifying strategic objectives in strategy maps, Marketing Intelligence & Planning , 20 (4) 510-518.
  57. Rodriguez A. B., (2008), A Framework To Align Strategy, Improvement Performance, And Customer Satisfaction Using An Integration Of Six Sigma And Balanced Scorecard, A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in the Department of Industrial Engineering and Management Systems, University of Central Florida Orlando, Florida.
  58. Rozhan Othman, (2006), Balanced scorecard and causal model development: preliminary findings, Management Decision, 44 (5).
  59. Saghaei A., Ghasemi R., (2009), Using Structural Equation Modeling in Causal Relationship Design for Balanced-Scorecards' Strategic Map, Proceedings Of World Academy Of Science, Engineering And Technology volume 37, 2070-3740.
  60. Scholey C., (2005), Strategy maps: a step by step guide to measuring, managing and communicating the plan, the journal of business strategy, 26 (3): 12-19.
  61. Smith, Ralph F., (2007), Business Process Management and the Balanced Scorecard : using processes as strategic drivers, John Wiley & Sons Inc.
  62. Speckbacher, G., Bischof, J., Pfeiffer, T. (2003), “A descriptive analysis of the implementation of balanced scorecard in Germanspeaking countries”, Management Accounting Research, 14, 361-87.
  63. Tejedor J., Elola N., Tejedor A., (2008), The application of neural networks in thestudy of the influence of temporality on strategy map indicators in a Spanish hospital, Total Quality Management, 19, (6): 643–659.
  64. Thakkar J., (2007 ), 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 (1): 25-59.
  65. Tsadiras, A., (2003), Using Fuzzy Cognitive Maps for E-Commerce Strategic Planning, in proc. 9th panhellenic conf. on informatics, Athens, Greece, 235-245.
  66. Yager, R.R., (1993), Fuzzy screening systems. In: R. Lowen & M. Roubens, Eds, Fuzzy Logic: State of the Art. Dordrecht: Kluwer, 251-261.
  67. Yang C., (2009), Development of an integrated model of a business excellence system, Total Quality Management , 20 (9): 931–944.
Industrial Management Journal
Volume 7, Issue 3
October 2015
Pages 607-639

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