Beheshtinia, M.A. & Farzaneh, A.M. (2019) A fuzzy QFD approach
using SERVQUAL and Kano models under budget constraint for hotel services, Total Quality Management & Business
Excellence, 30(7-8), 808-830
For library access / research help in a similar topic: anyangoceline19@gmail.com
ABSTRACT
Quality enhancement in the hospitality industry can lead to satisfied customers,
increase the number of visitors and positively affect the GDP of countries. This
paper proposes a hybrid model using the House of Quality (HOQ), SERVQUAL and
Kano models for the hotel industry under budget constraint. The model was then
implemented at a hotel in the city of Rasht in Iran. After identifying 31 customer
needs, they were prioritised using a combination of the SERVQUAL and Kano
approaches. HOQ was then implemented to determine and prioritise the acts and
technical requirements required to meet customer needs. A mathematic model was
developed to determine the optimal selection of activities within the specified
budget. These functions were accomplished in a fuzzy environment. The results
demonstrate the importance of each customer need, its gap to the desired condition
and its type. The results also identify the cost and weight of each technical requirement
REFERENCES
Abdullah, F. (2006). Measuring service quality in higher education: HEdPERF versus SERVPERF.
Marketing Intelligence & Planning, 24(1), 31–47. doi:10.1108/02634500610641543
Akao, Y., Mazur, G. H., & King, B. (1990). Quality function deployment: Integrating customer
requirements into product design. Portland: Productivity Press.
Arnould , E. J., & Price, L. L. (1993). River magic: Extraordinary experience and the extended
service encounter. Journal of Consumer Research, 20(1), 24–45.
Ayag˘, Z., Samanlioglu, F., & Bu¨yu¨ko¨zkan, G. (2013). A fuzzy QFD approach to determine supply
chain management strategies in the dairy industry. Journal of Intelligent Manufacturing,
24(6), 1111–1122. doi:10.1007/s10845-012-0639-4
Baki, B., Sahin Basfirinci, C., Murat AR, I., & Cilingir, Z. (2009). An application of integrating
SERVQUAL and Kano’s model into QFD for logistics services: A case study from Turkey.
Asia Pacific Journal of Marketing and Logistics, 21(1), 106–126. doi:10.1108/
13555850910926272
Bayraktarog˘lu, G., &O¨ zgen,O¨ . (2008). Integrating the Kano model, AHP and planning matrix: QFD
application in library services. Library Management, 29(4/5), 327–351. doi:10.1108/
01435120810869110
Bu¨yu¨ko¨zkan, G., & Gu¨leryu¨z, S. (2015). Extending fuzzy QFD methodology with GDM approaches:
An application for IT planning in collaborative product development. International Journal of
Fuzzy Systems, 17(4), 544–558. doi:10.1007/s40815-015-0065-9
Camgo¨z-Akdag˘, H., Tarım, M., Lonial, S., & Yatkın, A. (2013). QFD application using SERVQUAL
for private hospitals: A case study. Leadership in Health Services, 26(3), 175–183. doi:10.
1108/LHS-02-2013-0007
Carnevalli, J. A., & Miguel, P. C. (2008). Review, analysis and classification of the literature on
QFD – types of research, difficulties and benefits. International Journal of Production
Economics, 114(2), 737–754. doi:10.1016/j.ijpe.2008.03.006
Chang, K.-C., & Chen, M.-C. (2011). Applying the Kano model and QFD to explore customers’
brand contacts in the hotel business: A study of a hot spring hotel. Total Quality
Management & Business Excellence, 22(1), 1–27. doi:10.1080/14783363.2010.529358
Chan, L.-K., & Wu, M.-L. (2002). Quality function deployment: A literature review. European
Journal of Operational Research, 143(3), 463–497. doi:10.1016/S0377-2217(02)00178-9
Chou, S.-Y., & Chang, Y.-H. (2008). A decision support system for supplier selection based on a
strategy-aligned fuzzy SMART approach. Expert Systems with Applications, 34(4), 2241–
2253. doi:10.1016/j.eswa.2007.03.001
Chou, Y. C., Tsai, P. C., Pai, J. Y., Yen, H. Y., & Lu, C. H. (2014). Application of Kano’s two-dimensional
quality model and QFD on a gender-friendly environment of hospital. Proceedings of
PICMET ‘14 conference: Portland International Center for Management of Engineering and
Technology; infrastructure and service integration, Kanazawa, Japan, 3322 – 3331.
Chowdhury, M. M. H., & Quaddus, M. A. (2016). A multi-phased QFD based optimization approach
to sustainable service design. International Journal of Production Economics, 171, Part 2,
165–178. doi:10.1016/j.ijpe.2015.09.023
C¸ evik Onar, S., Bu¨yu¨ko¨zkan, G., O¨ ztays¸i, B., & Kahraman, C. (2016). A new hesitant fuzzy QFD
approach: An application to computer workstation selection. Applied Soft Computing, 46,
1–16. doi:10.1016/j.asoc.2016.04.023
Daghfous, A., & Barkhi, R. (2009). The strategic management of information technology in UAE
hotels: An exploratory study of TQM, SCM, and CRM implementations. Technovation,
29(9), 588–595. doi:10.1016/j.technovation.2009.05.007
Dat, L. Q., Phuong, T. T., Kao, H.-P., Chou, S.-Y., & Nghia, P. V. (2015). A new integrated fuzzy
QFD approach for market segments evaluation and selection. Applied Mathematical
Modelling, 39(13), 3653–3665. doi:10.1016/j.apm.2014.11.051
Dewi, D. R. S., & Rahaju, D. E. S. (2016). An integrated QFD and Kano’s model to determine the
optimal target specification 2016 International Conference on Industrial Engineering,
Management Science and Application (ICIMSA), Jeju Island, Republic of Korea, 1–5.
Doswill, R. (2005). Tourism management (Fundamentals, strategies and impacts) (S.M. Arabi &
D. Izadi, Trans., 3rd ed.), Tehran, Iran.
Dursun, M., & Karsak, E. E. (2013). A QFD-based fuzzy MCDM approach for supplier selection.
Applied Mathematical Modelling, 37(8), 5864–5875. doi:10.1016/j.apm.2012.11.014
Eftekhar, F., Mansouri, S., & Heidarnia, S. (2012). The application of quality management in elearning,
by QFD technique and based on customers’ needs (A case study in an Iranian
University). 6th national and 3rd International Conference of E-Learning and E-Teaching,
45–52.
Gao, N.-n., & Zhang, Y. (2016). Healthcare service hidden quality cost estimation based the
SERVQUAL and QFD method. In E. Qi, J. Shen, & R. Dou (Eds.), Proceedings of the
22nd international conference on industrial engineering and engineering management 2015: Core theory and applications of industrial engineering (volume 1) (pp. 417–426).
Paris: Atlantis Press.
Hu, H. Y., Lee, Y. C., & Yen, T. M. (2010). Service quality gaps analysis based on fuzzy linguistic
SERVQUAL with a case study in hospital out-patient services. The TQM Journal, 22(5),
499–515. doi:10.1108/17542731011072847
Hung, W.-T., Shang, J.-K., & Wang, F.-C. (2010). Pricing determinants in the hotel industry:
Quantile regression analysis. International Journal of Hospitality Management, 29(3),
378–384. doi:10.1016/j.ijhm.2009.09.001
Jiang, J. J., Klein, G., Parolia, N., & Li, Y. (2012). An analysis of three SERVQUAL variations in
measuring information system service quality. Electronic Journal Information Systems
Evaluation, 15(2), 149–162.
Kano, N., Seraku, N., Takahashi, F., & Tsuji, S. (1984). Attractive quality and must-be quality.
Journal of the Japanese Society for Quality Control, 14(2), 147–156.
Kara, A., Lonial, S., Tarim, M., & Zaim, S. (2005). A paradox of service quality in Turkey: The seemingly
contradictory relative importance of tangible and intangible determinants of service
quality. European Business Review, 17(1), 5–20. doi:10.1108/09555340510576230
Kuo, C.-M., Yuo, S.-H., & Lu, C. Y. (2014). Integration of the Kano and QFD model in health food
development: Using black beans as examples. Quality & Quantity, 48(1), 225–242. doi:10.
1007/s11135-012-9762-8
Lee, C. K. M., Ru, C. T. Y., Yeung, C. L., Choy, K. L., & Ip, W. H. (2015). Analyze the healthcare
service requirement using fuzzy QFD. Computers in Industry, 74, 1–15. doi:10.1016/j.
compind.2015.08.005
Lin, L.-Z., Yeh, H.-R., & Wang, M.-C. (2015). Integration of Kano’s model into FQFD for
Taiwanese Ban-Doh banquet culture. Tourism Management, 46, 245–262. doi:10.1016/j.
tourman.2014.05.007
Liu, B. (2000). Dependent-chance programming in fuzzy environments. Fuzzy Sets and Systems,
109(1), 97–106. doi:10.1016/S0165-0114(97)00384-9
Mohanraj, R., Sakthivel, M., Vinodh, S., & Vimal, K. E. K. (2015). A framework for VSM integrated
with fuzzy QFD. The TQM Journal, 27(5), 616–632. doi:10.1108/TQM-11-2012-0088
Oke, S. A., Ofiabulu, C. E., Banjo, A. A., Akanbi, O. G., & Oyawale, F. A. (2008). The combined
application of quality function deployment and Pareto analysis for hotel services improvement.
International Journal of Productivity and Quality Management, 3(2), 241–262.
doi:10.1504/IJPQM.2008.016567
Pakdil, F., & Harwood, T. N. (2005). Patient satisfaction in a preoperative assessment clinic: An
analysis using SERVQUAL dimensions. Total Quality Management & Business
Excellence, 16(1), 15–30. doi:10.1080/1478336042000255622
Papoli-Yazdi, M. H., & Saghayi, M. (2006). Tourism (Nature and concepts) (1st ed.). Tehran: Samt.
Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1985). A conceptual model of service quality and
its implications for future research. Journal of Marketing, 49(4), 41–50. doi:10.2307/1251430
Pender, L., & Sharpley, R. (2005). The management of tourism. London: SAGE Publications.
Pitman, G., Motwani, J., Kumar, A., & Cheng, C. H. (1995). QFD application in an educational
setting: A pilot field study. International Journal of Quality & Reliability Management,
12(6), 63–72. doi:10.1108/02656719510089920
Rahikka, E., Ulkuniemi, P., & Pekkarinen, S. (2011). Developing the value perception of the
business customer through service modularity. Journal of Business & Industrial Marketing,
26(5), 357–367. doi:10.1108/08858621111144415
Rahman, Z., & Qureshi, M. N. (2008). Developing new services using fuzzy QFD: A LIFENET case
study. International Journal of Health Care Quality Assurance, 21(7), 638–658. doi:10.1108/
09526860810910122
Rana, S. (2009). Measuring service quality in higher education industry. doi:10.2139/ssrn.1502646.
Rust, R. T., & Oliver, R. L. (1993). Service quality: New directions in theory and practice. Thousand
Oaks, CA: Sage.
Saadon, M. S. I., Mustafa, Z., & Kamarulzaman, K. Z. i. (2015). The integration of the Kano model
and SERVQUAL into the house of quality for developing occupational safety and health training
program. In K. Ab. Hamid, O. Ono, M.A. Bostamam, & A. Poh Ai Ling (Eds.), The
Malaysia-Japan model on technology partnership: International proceedings 2013 of
Malaysia-Japan academic scholar conference (pp. 213–223). Tokyo: Springer Japan.
Shaojing, C., & Hong-Bin, Y. (2016). A systematic fuzzy QFD model and its application to hotel
service design 2016. 13th international Conference on Service Systems and Service
Management (ICSSSM), 1–6.
Shen, X. X., Tan, K. C., & Xie, M. (2000). An integrated approach to innovative product development
using Kano’s model and QFD. European Journal of Innovation Management, 3(2), 91–
99. doi:10.1108/14601060010298435
Shrivastava, P., & Verma, D. S. (2014). Application of quality function deployment to improve customer
satisfaction in hotel industry. International Journal of Scientific and Engineering
Research, 5(6), 957–962.
Tan, K. C., & Pawitra, T. A. (2001). Integrating SERVQUAL and Kano’s model into QFD for
service excellence development. Managing Service Quality: An International Journal,
11(6), 418–430. doi:10.1108/EUM0000000006520
Vinodh, S., & Chintha, S. K. (2011). Application of fuzzy QFD for enabling agility in a manufacturing
organization: A case study. The TQM Journal, 23(3), 343–357. doi:10.1108/
17542731111124389
Virgins, K. S., & Wood, C. R. (2005). Management and solutions for hotel administration (K.
Rafizadeh, M. Afzalnia, M. Khorshid Sokhangooy & A. Ghala, Trans.). Mashhad, Iran:
Ahangeghalam.
Wilkins, H., Merrilees, B., & Herington, C. (2007). Towards an understanding of total service quality
in hotels. International Journal of Hospitality Management, 26(4), 840–853. doi:http://doi.
org/10.1016/j.ijhm.2006.07.006
Yang, S., Ong, S. K., & Nee, A. Y. C. (2013). Design for remanufacturing – a fuzzy-QFD approach.
In C. A. Y. Nee, B. Song & S.-K. Ong (Eds.), Re-engineering manufacturing for sustainability:
Proceedings of the 20th CIRP international conference on life cycle engineering,
Singapore 17–19 April, 2013 (pp. 655–661). Singapore: Springer Singapore.
Zadeh, L. A. (1965). Fuzzy sets. Information and Control, 8(3), 338–353. doi:10.1016/S0019-
9958(65)90241-X
Zaim, S., Sevkli, M., Camgo¨z-Akdag˘, H., Demirel, O. F., Yesim Yayla, A., & Delen, D. (2014). Use
of ANP weighted crisp and fuzzy QFD for product development. Expert Systems with
Applications, 41(9), 4464–4474. doi:/10.1016/j.eswa.2014.01.008
Zhong, S., Zhou, J., & Chen, Y. (2014). Determination of target values of engineering characteristics
in QFD using a fuzzy chance-constrained modelling approach. Neurocomputing, 142, 125–
135. doi:10.1016/j.neucom.2014.01.052
No comments:
Post a Comment