Assessment of service quality in the hotel industry: use of fuzzy hybrid methodologies

Authors

DOI:

https://doi.org/10.5902/1983465924784

Keywords:

Service quality, FSERVQUAL, FAHP, Hotel

Abstract

Considering that, service quality is an abstract and elusive construct because of three characteristics of services: intangibility, heterogeneity, and inseparability of production and consumption. In that way, we define service quality as perceived by the customer. Thus for service providing organizations the interpretation of customer needs is critical. The good performance in services strengthens competitiveness and establish a relationship with the customer, consolidating the brand, communication with the market. In this context, study aimed to assess the services quality in large hotel located in Santa Catarina – Brazil, with participation of 187 guests. We used the SERVQUAL method to collect data on a questionnaire based dimensions of quality. To calculate the expected weights and perception was used FAHP (Fuzzy Analytic Hierarchy Process). As a result, these aspects are presented where the expectation of the guests regarding the service is greater than that found reality, allowing thus the company strategically align its future investments.

Downloads

Download data is not yet available.

Author Biographies

Nara Medianeira Stefano, Centro Universitário de Brusque, Brusque, SC

Doutora Profa. e Pesquisadora no Centro Universitário de Brusque, Unifebe.

Izabel Cristina Zattar, Universidade Federal do Paraná, Curitiba, PR

Doutora Profa. no Pograma de Pós-graduação em Engenharia de Produção, UFPR.

Nelson Casarotto Filho, Universidade Federal de Santa Catarina, Florianópolis, SC

Doutor Prof. no Pograma de Pós-graduação em Engenharia de Produção, UFSC.

References

AKBABA, A. Measuring service quality in the hotel industry: a study in a business hotel in Turkey. Hospitality Management, v. 25, p. 170-192, 2006.

ALNSOUR, M.S.; TAYEH, B.A.; ALZYADAT, M.A. Using SERVQUAL to assess the quality of service provided by Jordanian telecommunications sector. International Journal of Commerce and Management, v. 24, n. 3, p. 209-218, 2014.

AYAĞ, Z. A fuzzy AHP-based simulation approach to concept evaluation in a NPD environment. IIE Transactions, v. 37, p. 827-842, 2005.

BARABINO, B.; DEIANA, E.; TILOCCA, P. Measuring service quality in urban bus transport: a modified SERVQUAL approach. International Journal of Quality and Service Sciences, v. 4, n. 3, p. 238-252, 2012.

BASFIRINCI, C.; MITRA, A. A cross cultural investigation of airlines service quality through integration of Servqual and the Kano model. Journal of Air Transport Management, v. 42, p. 239-248, 2015.

BITNER, M.J.; HUBBERT, A.R. Encounter satisfaction vs. overall satisfaction and quality. Rust, T.; Oliver R.L. (Eds.), Service Quality: New Directions in Theory and Practice, Sage Publications, New York, 72-94,

BÜYÜKÖZKAN, G.; ÇIFÇI, G. A combined fuzzy AHP and fuzzy TOPSIS based strategic analysis of electronic service quality in healthcare industry. Expert Systems with Applications, v. 39, p. 2341-2354, 2012.

BÜYÜKÖZKAN, G.; ÇIFÇI, G.; GÜLERYÜZ, S. Strategic analysis of healthcare service quality using fuzzy AHP methodology. Expert Systems with Applications, v. 38, n. 8, p. 9407-9424, 2011.

CABER, M.; ALBAYRAK, T. Assessing daily tour service quality: A proposal for a DAILYSERV scale. Journal of Destination Marketing & Management, v. 7, p. 18-25, 2018.

CALABRESE. A. Service productivity and service quality: a necessary trade-off. International Journal Production Economic, v. 135, n. 2, p. 800-812, 2012.

CHAMODRAKAS, I.; BATIS, D.; MARTAKOS, D. Supplier selection in electronic marketplaces using satisficing and fuzzy AHP. Expert Systems with Applications, v. 37, p. 490-498, 2010.

CHAMOLI, S. Hybrid FAHP (fuzzy analytical hierarchy process)-FTOPSIS (fuzzy technique for order preference by similarity of an ideal solution) approach for performance evaluation of the V down perforated baffle roughened rectangular channel. Energy, v. 84, p. 432-442, 2015.

CHANG, D-Y. Applications of the extent analysis method on fuzzy AHP. European Journal of Operational Research, v. 95, n. 3, p. 649-655, 1996.

CHARLES, V.; Kumar, M. Satisficing data envelopment analysis: an application to SERVQUAL efficiency. Measurement, v.51, p. 71-80, 2014.

CHO, J.; LEE, J. Development of a new technology product evaluation model for assessing commercialization opportunities using Delphi method and fuzzy AHP approach. Expert Systems with Applications, n. 40, v. 13,

p. 5314-5330, 2013.

CHOU, C.-C.; LIU, L.-J.; HUANG, S.-F.; YIH, J.-M.; HAN, T.-C. An

evaluation of airline service quality using the fuzzy weighted SERVQUAL method. Applied Soft Computing, v. 11, n. 2, p. 2117-2128, 2011.

CHOUDHURY, K. Service quality and customers’ purchase intentions: an empirical study of the Indian banking sector. International Journal of Bank Marketing, v. 31, n. 7, p. 529-543, 2013.

CHOUDHURY, K. Evaluating customer-perceived service quality in business management education in India: a study in TOPSIS modeling. Asia Pacific Journal of Marketing and Logistics, v. 27, n. 2, p. 208-225, 2015.

CHUANG, S.-H.; LIN, H.-N. Co-creating e-service innovations: theory, practice, and impact on firm performance. International Journal of Information Management, v. 35 n. 3, p. 277-291, 2015.

CULIBERG, B. Identifying service quality dimensions as antecedents to customer satisfaction in retail banking. Economic and Business Review, v. 12, n. 3, p. 151-166, 2010.

DAS, G. Linkages of retailer awareness, retailer association, retailer perceived quality and retailer loyalty with purchase intention: a study of Indian food retail brands. Journal of Retailing and Consumer Services, v. 21, n. 3, p. 284-292, 2014.

DURÁN, O.; AGUILO, J. Computer-aided machine-tool selection based on a Fuzzy-AHP approach. Expert Systems with Applications, v. 34, p. 1787-1794, 2008.

FERGUSON, J.M.; ZAWACKI R.A. Service quality: a critical success factor for IS organizations information strategy. The Executive 's Journal, v. 9, n. 2, p. 24-30, 1993.

GHOBADIAN, A.; SPELLER, S.; JONES, M. Service quality: concepts and models. International Journal of Quality & Reliability Management, v. 11,

n. 90, p. 43-66, 1994.

GOLDSTEIN, S.M.; JOHNSTON, R.; DUFFY, J.; RAO, J. The service concept: the missing link in service design research? Journal of Operations Management, v. 20, n. 2, p. 121-134, 2002.

GRÖNROOS, C. The relationship marketing process: communication, interaction, dialogue, value. Journal of Business & Industrial Marketing, v. 19, n. 2, p. 99-113, 2004.

HAIR, JR J.F.; BLACK, W.C.; BABIN, B.J.; ANDERSON, R.E.; TATHAM, R.L. Análise multivariada de dados. 5. ed. Porto Alegre: Bookman, 2006.

HUSSAIN, R.; AL NASSER, A.; HUSSAIN, Y.K. Service quality and customer satisfaction of a UAE-based airline: an empirical investigation. Journal of Air Transport Management, v. 42, p. 167-175, 2015.

JOHNSTON, R. The determinants of service quality: satisfiers and dissatisfiers. International Journal of Service Industry Management, v. 6, n. 5, pp. 53-71, 1995.

JOHNSTON, R. Service operations management: return to roots. Internacional Journal of Operations & Production Management, v. 25, n. 12, p. 1278-1297, 2005.

JOHNSTON, R.; MICHEL, S. Three outcomes of service recovery: Customer recovery, process recovery and employee recovery. International Journal of Operations & Production Management, v. 28, n. 1, p. 79-99, 2008.

KAHRAMAN, C.; CEBECI, U.; RUAN, D. Multi-attribute comparison of catering service companies using fuzzy AHP: The case of Turkey. International Journal of Production Economics, v. 87, n. 2, p. 171-184, 2004.

KANG, H.; BRADLEY, G. Measuring the performance of IT services: An assessment of SERVQUAL. International Journal of Accounting Information Systems, v. 3, n. 3, p. 151-164, 2002.

KETTINGER, W.J.; LEE, C.C. Perceived service quality and user satisfaction with the information services function. Decision Science, v. 25, n. 5, p. 737-766, 1994.

KUTLU, A.C.; EKMEKÇIOĞLU M. Fuzzy failure modes and effects analysis by using fuzzy TOPSIS-based fuzzy AHP. Expert Systems with Applications, v. 39, n. 1, p. 61-67, 2012.

LADHARI, R.; PONS, F.; BRESSOLLES, G.; ZINS, M. Culture and personal values: how they influence perceived service quality. Journal of Business Research, v. 64, p. 951-957, 2011.

LEE, S.K.; MOGI, G.; LEE, S.K.; KIM J.W. Prioritizing the weights of hydrogen energy technologies in the sector of the hydrogen economy by using a fuzzy AHP approach. International Journal of Hydrogen Energy, v. 36, n. 2, p. 1897-1902, 2011.

LI, R.J. Fuzzy method in group decision-making. Computers and Mathematics with Applications, v. 38, n. 1, p. 91-101, 1999.

LI, T.-S.; HUANG, H.-H. Applying TRIZ and Fuzzy AHP to develop innovative design for automated manufacturing systems. Expert Systems with Applications, v. 36, n. 4, p. 8302-8312, 2009.

LIU, R.; CUI, L.; ZENG, G.; WU, H.; WANG, C.; YAN, S.; YAN, B. Applying the fuzzy SERVQUAL method to measure the service quality in certification & inspection industry. Applied Soft Computing, v. 26, p. 508-

, 2015.

LUPO, T. A fuzzy ServQual based method for reliable measurements of education quality in Italian higher education area. Expert Systems with Applications, v. 40, n. 17, p. 7096-7110, 2013.

LUPO, T. Fuzzy ServPerf model combined with ELECTRE III to comparatively evaluate service quality of international airports in Sicily. Journal of Air Transport Management, v. 42, p. 249-259, 2015.

MALHOTRA, N. Pesquisa de marketing: uma orientação aplicada. 3. ed. Bookman. Porto Alegre, 2001.

MANGLA, S.K.; GOVINDAN, K.; LUTHRA, S. Prioritizing the barriers to

achieve sustainable consumption and production trends in supply chains using fuzzy Analytical Hierarchy Process. Journal of Cleaner Production, v. 151, p. 509-525, 2017.

NEGOITA, C.V. Expert systems and fuzzy systems. Menlo Park, California: The Benjamin/Cummings, 1985.

OZRETIC-DOSEN, D.; ZIZAK, I. Measuring the quality of banking services targeting student population. EuroMed Journal of Business, v. 10, n. 1, p. 98-117, 2015.

PARASURAMAN, A.; ZEITHAML, V.; BERRY, L. A conceptual model of service quality and its implications for future research. Journal of Marketing, v. 49, n. 4, p. 41-50, 1985.

PARASURAMAN, A.; ZEITHAML, V.; BERRY, L.L. SERVQUAL. A multiple-item scale for measuring consumer perceptions of service quality. Journal of Retailing, v. 64, n. 1, p. 12-40, 1988.

PARASURAMAN, A.; ZEITHAML, V.; BERRY, L.L. Alternative scales for measuring service quality: a comparative assessment based on psychometric and diagnostic criteria. Journal of Retailing, v. 70, n. 3, p.

-30, 1994.

PARASURAMAN A. Customer service in business-to-business markets: an agenda for research. Journal of Business &Industrial Marketing, v. 13, n. 4/5, p. 309-321, 1998.

PITT, L.F.; WATSON, R.T.; KAVAN C.B. Service quality: a measure of information systems effectiveness. MIS Quarterly, v. 19, n. 2, p. 173-187, 1995.

RANDS, T. Information technology as a service operation. Journal of Information Technology, v. 7, n. 4, p. 189-201, 1992.

REZAEI, J. et al. Quality assessment of airline baggage handling systems using SERVQUAL and BWM. Tourism Management, v. 66, p. 85-93, 2018.

ROGER-MONZÓ, V.; MARTÍ-SÁNCHEZ, M.; GUIJARRO-GARCÍA, M. Using online consumer loyalty to gain competitive advantage in travel agencies. Journal of Business Research, v. 68, n. 7, p. 1638-1640, 2015.

SHAVERDI, M.; HESHMATI, M.R.; RAMEZANI, I. Application of Fuzzy AHP approach for financial performance evaluation of Iranian petrochemical sector. Procedia Computer Science, v. 31, p. 995-1004, 2014.

SNOJ, B.; KORDA, A.P.; MUMEL, D. The relationships among perceived quality, perceived risk and perceived product value. Journal of Product & Brand Management, v. 13, n. 3, p. 156-167, 2004.

STEFANO, N.M.; CASAROTTO FILHO, N.; BARICHELLO, R. Management of Electronic Journals using Fuzzy AHP Methodology. Latin American Transactions, IEEE, v. 13, n. 1, p. 330-336, 2015a.

STEFANO, N.M.; CASAROTTO FILHO, N.; BARICHELLO, R.; SOHN, A.P. A fuzzy SERVQUAL based method for evaluated of service quality in the hotel industry. Procedia CIRP, v. 30, p. 433-438, 2015b.

STUART, F. I.; TAX, S. Towards an Integrative approach to designing service experiences: Lessons learned from the theatre. Journal of Operations Management, v. 22, p. 609-627, 2004.

SUN, C.-C. A performance evaluation model by integrating fuzzy AHP and fuzzy TOPSIS methods. Expert Systems with Applications, v. 37, p. 7745-7754, 2010.

TAVAKOL, M.; DENNICK, R. Making sense of Cronbach’s alpha. International Journal of Medical Education, 2, pp. 53-55, 2011.

UDO, G.J.; BAGCHI, K.K.; KIRS, P.J. Using SERVQUAL to assess the quality of e-learning experience. Computers in Human Behavior, v. 27, n. 30, p. 1272-1283, 2011.

SANDMANN, W. Quantitative fairness for assessing perceived service quality in queues. Operational Research, v. 13, n. 2, p. 153-186, 2013.

WILKINS, H.; MERRILEES, B.; HERINGTON, C. Towards an understanding of total service quality in hotels. Hospitality Management, v. 26, p. 840-853, 2007.

YEE, R.W.Y.; LEE, P.K.C.; YEUNG, A.C.L.; CHENG, T.C.E. The relationships among leadership, goal orientation, and service quality in high-contact service industries: an empirical study. International Journal Production Economic, v. 124, n. 2, p. 452-464, 2010.

ZADEH, L.A. Fuzzy Sets. Information and Control, v. 8, n. 3, p. 338-353, 1965.

ZADEH, L.A. Fuzzy logic, neural network, and soft computing. Communications of the ACM, 37, pp. 77-84, 1994.

ZEHENDNER, E.; FEILLET D. Benefits of a truck appointment system on the service quality of inland transport modes at a multimodal container terminal. European Journal Operational Research, v. 235, n. 2, p. 461-469, 2014.

ZHANG, C.; XING, P. A research on service quality decision-making of Chinese communications industry based on quantum game. Physica A: Statistical Mechanics and its Applications, v. 432, p. 9-15, 2015.

ZIMMERMANN, H. J. Fuzzy set theory and its applications. Massachusetts: Kluwer, 1996.

Downloads

Published

2020-03-29

How to Cite

Stefano, N. M., Zattar, I. C., & Casarotto Filho, N. (2020). Assessment of service quality in the hotel industry: use of fuzzy hybrid methodologies. Revista De Administração Da UFSM, 13(1), 40–57. https://doi.org/10.5902/1983465924784

Issue

Section

Articles

Most read articles by the same author(s)