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Service Development using Fuzzy QFD in the banking industry

  • Yu, Eun Jin (Dept. of Business Administration, School of Business, Pusan National University) ;
  • Kwak, Choonjong (Dept. of Business Administration, School of Business, Pusan National University)
  • Received : 2014.10.21
  • Accepted : 2015.03.05
  • Published : 2015.03.31

Abstract

Purpose: This paper proposes a structured approach based on Quality Function Deployment (QFD) for service development in the banking industry. Methods: SERVQUAL is modified and adopted as a tool to understand customer requirements for the QFD. Fuzzy theory is used to resolve the subjectivity and ambiguity of customer requirements and satisfaction. This research also uses the importance- satisfaction model to construct an additional House of Quality (HOQ). A pair of houses of quality provides a confluence of results to avoid a risk of depending solely on the results of a single HOQ. Results: A case study is introduced with three domestic banks. Conclusion: The proposed approach effectively addresses a service development problem.

Keywords

References

  1. Bandemer, H., and Gottwald, S. 1995. "Fuzzy sets, Fuzzy Logic, Fuzzy Methods with Applications." John Wiley & Sons.
  2. Bellman, R. E., and Zadeh, L. A. 1970. "Decision making in a fuzzy environment." Management Science 17(4):141-164. https://doi.org/10.1287/mnsc.17.4.B141
  3. Benitez, J. M., Martin, J. C., and Roman, C. 2007. "Using fuzzy number for measuring quality of service in the hotel industry." Tourism Management 28(2):544-555. https://doi.org/10.1016/j.tourman.2006.04.018
  4. Buckley, J.J. 1985. "Ranking alternatives. Using fuzzy numbers." Fuzzy Sets and Systems 15(1):21-31. https://doi.org/10.1016/0165-0114(85)90013-2
  5. Buttle, F. 1996. "SERVQUAL: review, critique, research agenda." European Journal of Marketing 30(1):8-32. https://doi.org/10.1108/03090569610105762
  6. Chen, S. M. 1996. "Evaluating weapon systems using fuzzy arithmetic operations." Fuzzy Sets and Systems 77(3): 265-276. https://doi.org/10.1016/0165-0114(95)00096-8
  7. Chien, S-H., and Chen, J-J. 2010. "Supplier involvement and customer involvement effect on new product development success in the financial service industry." Service Industries Journal 30(2):185-201. https://doi.org/10.1080/02642060802116354
  8. Erginel, N. 2010. "Construction of a fuzzy QFD failure matrix using a fuzzy multiple-objective decision model." Journal of Engineering Design 21(6):677-692. https://doi.org/10.1080/09544820902810261
  9. Evans, J. R., and Lindsay, W. M. 2008. The Management and Control of Quality, 8th Edition. South-Western: Cengage Learning.
  10. Gustafsson, A., Ekdahl, F., and Edvardsson, B. 1999. "Customer focused service development in practice: A case study at Scandinavian airlines system (SAS)." International Journal of Service Industry Management 10(4):344-358. https://doi.org/10.1108/09564239910282299
  11. Hedayatpanah, A. 2011. "Fuzzy approach to Likert Spectrum in Classified levels in Surveying researches." Journal of Mathematics and Computer Science 2(2):394-401.
  12. Ko, A. S. O., and Lee, S. F. 2000. "Implementing the strategic formulation framework for the banking industry of Hong Kong." Managerial Auditing Journal 15(9):469-477. https://doi.org/10.1108/02686900010357058
  13. Korea Federation of Banks. 2013. http://www.kfb.or.kr/. Accessed 31 March 2013.
  14. Kwong, C. K., Ye, Y., Chen, Y., and Choy, K. L. 2011. "A novel fuzzy group decision-making approach to prioritising engineering characteristics in QFD under uncertainties." International Journal of Production Research 49(19):5801-5820. https://doi.org/10.1080/00207543.2010.520043
  15. Lee, Y-C, Meredith, G. G., and Marchant, T. 2010. "Singapore stock broking service quality: fifteen percent gap." Journal of Services Marketing 24(4):305-313. https://doi.org/10.1108/08876041011053015
  16. Mandami, E., and Assilian, S. 1975. "An experiment in linguistic synthesis with a fuzzy logic controller." International Journal of Man-Machine Studies 7(1):1-13. https://doi.org/10.1016/S0020-7373(75)80002-2
  17. Parasuraman, A., Zeithaml, V., and Berry, L. L. 1985. "A conceptual model of service quality and its implications for future research." Journal of Marketing 49(4):41-50. https://doi.org/10.2307/1251430
  18. Parasuraman, A., Zeithaml, V., and Berry, L. L. 1988. "SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality." Journal of Retailing 64(1):12-40.
  19. Park, Jun Hyun, Min Soo Jun, and Choonjong Kwak. 2012. "A Study on Quality Improvement of Website Services." Journal of the Korean Society for Quality Management 40(4):559-576. https://doi.org/10.7469/JKSQM.2012.40.4.559
  20. Paryani, K., Masoudi, A., and Cudney, E. A. 2010. "QFD Application in the Hospitality Industry: A Hotel Case Study." Quality Management Journal 17(1):7-28.
  21. Sahney, S., Banwet, D. K., and Karunes, S. 2004. "A SERVQUAL and QFD approach to total quality education: A student perspective." International Journal of Productivity and Performance Management 53(2):143-166. https://doi.org/10.1108/17410400410515043
  22. Sarathy, P. S. 2013. "TQM practice in real-estate industry using AHP," Quality & Quantity 47(4):2049-2063. https://doi.org/10.1007/s11135-011-9641-8
  23. Shih, K-H., Lin, C-W, and Lin, B. 2011. "Assessing the quality gap of intellectual capital in banks." Total Quality Management & Business Excellence 22(3):289-303. https://doi.org/10.1080/14783363.2010.530814
  24. Sireli, Y., Kauffmann, P., and Ozan, E. 2007. "Integration of Kano's model into QFD for multiple product design." IEEE Transactions on Engineering Management 54(2): 380-390. https://doi.org/10.1109/TEM.2007.893990
  25. Tsai, W-H., Hsu, W., and Lin, T. W. 2011. "New financial service development for banks in Taiwan based on customer needs and expectations." Service Industries Journal 31(2):215-236. https://doi.org/10.1080/02642060903295636
  26. Tsaur, S-H., Chang, T-Y., and Yen, C-H. V. 2002. "The evaluation of airline service quality by fuzzy MCDM." Tourism Management 23(2):107-115. https://doi.org/10.1016/S0261-5177(01)00050-4
  27. Verkuilen, J. 2005. "Assigning Membership in a Fuzzy Set Analysis." Sociological Methods and Research 33(4):462-496. https://doi.org/10.1177/0049124105274498
  28. Vinodh, S., and Kumar Chintha, Suresh. 2011. "Application of fuzzy QFD for enabling leanness in a manufacturing organization." International Journal of Production Research 49(6):1627-1644. https://doi.org/10.1080/00207540903568729
  29. Yang, C. C. 2003. "Establishment and applications of the integrated model of SQ measurement." Managing Service Quality 13(4):310-324. https://doi.org/10.1108/09604520310484725
  30. Yu, Eun Jin, and Choonjong Kwak. 2015. "Service Development in the banking industry." Management Research Institute, Pusan National University, Working Paper, WP-2015-1.
  31. Zadeh, L. 1965. "Fuzzy sets." Information and Control 8(3):338-353. https://doi.org/10.1016/S0019-9958(65)90241-X
  32. Zadeh, L. A. 1975. "The concept of a linguistic variable and its application to approximate reasoning: I." Information science 8(3):199-249. https://doi.org/10.1016/0020-0255(75)90036-5
  33. Zimmermann, H. J. 1996. "Fuzzy set theory and its applications." Boston: Kluwer Academic Publishers.

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