Application of multiple-criteria decision-making techniques and approaches to evaluating of service quality: a systematic review of the literature

The main purpose of this paper is to present a systematic review of multiple- criteria decision-making (MCDM) techniques used in the assessment of service qual- ity. This study reviewed a total of 79 articles from 51 journals, published from 2001 to 2015. Articles were classified into 10 application areas and scopes. Furthermore, articles were categorised based on an author, year, application area, the nationality of the author, ‏technique, a number of criteria, research purpose, gap and research problem, results and outcome. The best criteria were determined in each article. The results of this study re- vealed that more papers on MCDM were published in 2011 than in any other year. Inte- grated techniques, analytic hierarchy process (AHP) and fuzzy AHP methods, were ranked as first and second methods in use, respectively. Finally, the airline industry was ranked as the first application area, in which previous studies applied MCDM techniques for the evaluation of the service quality. This research contributes to the existing literature on the service quality and MCDM. The research outputs are valuable to academics scholars and leaders of organisations and industries in the field of service quality evaluation.

[1]  Toni Lupo,et al.  Fuzzy ServPerf model combined with ELECTRE III to comparatively evaluate service quality of international airports in Sicily , 2015 .

[2]  Lazim Abdullah,et al.  Interval-valued Intuitionistic Fuzzy Weighted Entropy in Evaluation of Service Quality , 2012 .

[3]  Toni Lupo Strategic Analysis of Transit Service Quality Using Fuzzy AHP Methodology , 2013 .

[4]  Ming-Lang Tseng,et al.  Evaluation of customer perceptions on airline service quality in uncertainty , 2011 .

[5]  Ming-Lang Tseng,et al.  A causal and effect decision making model of service quality expectation using grey-fuzzy DEMATEL approach , 2009, Expert Syst. Appl..

[6]  WuYen-Chun Jim,et al.  Electronic service quality of Facebook social commerce and collaborative learning , 2015 .

[7]  Da Ruan,et al.  A fuzzy preference‐ranking model for a quality evaluation of hospital web sites , 2006, Int. J. Intell. Syst..

[8]  Türkay Dereli,et al.  Multi-criteria decision making methods based weighted SERVQUAL scales to measure perceived service quality in hospitals: a case study from Turkey , 2012 .

[9]  Ming-Lang Tseng,et al.  Using hybrid MCDM to evaluate the service quality expectation in linguistic preference , 2011, Appl. Soft Comput..

[10]  Ling-Feng Hsieh,et al.  A service quality measurement architecture for hot spring hotels in Taiwan , 2008 .

[11]  Dawna L. Rhoades,et al.  Twenty years of service quality performance in the US airline industry , 2008 .

[12]  Juan Manuel Campos Benítez,et al.  Using fuzzy number for measuring quality of service in the hotel industry , 2007 .

[13]  Nahid Moones Toosi,et al.  The study of airline service quality in the Qeshm free zone by fuzzy logic , 2011 .

[14]  Chien-Hua Wang,et al.  Using VIKOR Method for Evaluating Service Quality of Online Auction under Fuzzy Environment , 2011 .

[15]  Chung-Hsing Yeh,et al.  A survey analysis of service quality for domestic airlines , 2002, Eur. J. Oper. Res..

[16]  Saligrama R. Agnihothri,et al.  Leveraging technology to improve field service , 2002 .

[17]  Chao-Che Hsu,et al.  Improving transportation service quality based on information fusion , 2014 .

[18]  Edward M. Hallowell Lo que nos aconseja la ciencia del cerebro para que nos destaquemos , 2010 .

[19]  Ming-Shin Kuo,et al.  A novel interval-valued fuzzy MCDM method for improving airlines’ service quality in Chinese cross-strait airlines , 2011 .

[20]  Tsung-Han Chang Fuzzy VIKOR method: A case study of the hospital service evaluation in Taiwan , 2014, Inf. Sci..

[21]  Anam Iqbal,et al.  Service quality and customer satisfaction in the banking sector: a comparative study of conventional and Islamic banks in Pakistan , 2011 .

[22]  Chulhyun Kim,et al.  Evaluating the Quality of Service in Mobile Business Based on Fuzzy Set Theory , 2007, Fourth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2007).

[23]  Chen-Tung Chen,et al.  An evaluation model of service quality by applying linguistic TOPSIS method , 2009, 2009 IEEE/INFORMS International Conference on Service Operations, Logistics and Informatics.

[24]  Ming-Lang Tseng,et al.  Using the extension of DEMATEL to integrate hotel service quality perceptions into a cause-effect model in uncertainty , 2009, Expert Syst. Appl..

[25]  John Ozment,et al.  The augmented service offering for perceived and actual service quality , 1994 .

[26]  Rana Basu,et al.  A Framework to Identify Service Quality Determinants of IT Enabled Scalable Ventures: A Study from Indian Context , 2014, J. Inf. Knowl. Manag..

[27]  Cheng Ming,et al.  Price-directive decision making in hierarchical systems with conflicting preferences , 1994 .

[28]  Don Jyh-Fu Jeng,et al.  Selection of an Improvement Strategy in Internal Service Operations: The MCDM Approach with Fuzzy AHP and Nonadditive Fuzzy Integral , 2012 .

[29]  Enrique Herrera-Viedma,et al.  A linguistic multicriteria decision‐making model applied to hotel service quality evaluation from web data sources , 2012, Int. J. Intell. Syst..

[30]  Rong-Ho Lin,et al.  Using a modified grey relation method for improving airline service quality. , 2011 .

[31]  Jeng-Ming Yih,et al.  An evaluation of airline service quality using the fuzzy weighted SERVQUAL method , 2011, Appl. Soft Comput..

[32]  Hwa-Young Jeong,et al.  Best Web Service Selection Based on the Decision Making Between QoS Criteria of Service , 2005, ICESS.

[33]  Nael A. Aly,et al.  Total quality management in California public higher education , 2001 .

[34]  Fong-Jung Yu,et al.  Improving real estate broker service quality via TOPSIS and AHP , 2011 .

[35]  Chia-Li Lin An integrated analysis of critical factor selection and service quality evaluation for shopping platform services , 2011, ICTC 2011.

[36]  Chin-Tsai Lin,et al.  Exhibitor Perspectives of Exhibition Service Quality , 2013 .

[37]  Chung-Hsing Yeh,et al.  Fuzzy multicriteria analysis for performance evaluation of bus companies , 2000, Eur. J. Oper. Res..

[38]  Ray Wang,et al.  Beyond the Quality of Service: Exploring the Evaluation Criteria of Airlines , 2014 .

[39]  L. Phillips,et al.  Multi-criteria analysis: a manual , 2009 .

[40]  Hokey Min,et al.  Competitive benchmarking of health care quality using the analytic hierarchy process: an example from Korean cancer Clinics , 1997 .

[41]  P. Le,et al.  Vietnamese firms' possibility of obtaining credit and capital structure , 2012 .

[42]  Gwo-Hshiung Tzeng,et al.  A modified VIKOR multiple-criteria decision method for improving domestic airlines service quality , 2011 .

[43]  Wen-Chin Chou,et al.  A hybrid fuzzy MCDM approach for evaluating website quality of professional accounting firms , 2012, Expert Syst. Appl..

[44]  Chou Chien-Chang,et al.  Evaluating the quality of airport service using the fuzzy multi‐criteria decision‐making method: a case study of Taiwanese airports , 2012 .

[45]  E. Zavadskas,et al.  Multiple criteria decision making (MCDM) methods in economics: an overview , 2011 .

[46]  Chin-Tsai Lin,et al.  Using fuzzy analytic hierarchy process to evaluate service performance of a travel intermediary , 2009 .

[47]  Anjali Awasthi,et al.  A hybrid approach based on SERVQUAL and fuzzy TOPSIS for evaluating transportation service quality , 2011, Comput. Ind. Eng..

[48]  Chien-Chang Chou,et al.  Application of an Integrated Model with MCDM and IPA to Evaluate the Service Quality of Transshipment Port , 2013 .

[49]  Walfried M. Lassar,et al.  Service quality perspectives and satisfaction in private banking , 2013 .

[50]  Fatih Ecer,et al.  A hybrid banking websites quality evaluation model using AHP and COPRAS-G: a Turkey case , 2014 .

[51]  Ming-Tien Tsai,et al.  Fuzzy Decision Making for Market Positioning and Developing Strategy for Improving Service Quality in Department Stores , 2008 .

[52]  HuYi-Chung Fuzzy multiple-criteria decision making in the determination of critical criteria for assessing service quality of travel websites , 2009 .

[53]  Gülçin Büyüközkan,et al.  A combined fuzzy AHP and fuzzy TOPSIS based strategic analysis of electronic service quality in healthcare industry , 2012, Expert Syst. Appl..

[54]  Chien-Chang Chou,et al.  Evaluating the quality of airport service using the fuzzy multi-criteria decision-making method: a case study of Taiwanese airports , 2012, Expert Syst. J. Knowl. Eng..

[55]  Yi-Shun Wang,et al.  Multi-criteria evaluation of the web-based e-learning system: A methodology based on learner satisfaction and its applications , 2008, Comput. Educ..

[56]  Ray Wang,et al.  Evaluating Chinese Tourist's Service Quality Criteria under Uncertainty , 2014 .

[57]  Nizar Souiden,et al.  Product recall crisis management: the impact on manufacturer's image, consumer loyalty and purchase intention , 2009 .

[58]  Wen-Hsien Tsai,et al.  A gap analysis model for improving airport service quality , 2011 .

[59]  Tsuen-Ho Hsu,et al.  A hybrid ANP evaluation model for electronic service quality , 2012, Appl. Soft Comput..

[60]  P. Nath,et al.  An Empirical Assessment of Comparative Approaches to Service Quality Measurement , 2005 .

[61]  Gwo-Hshiung Tzeng,et al.  Determining Service Quality Measurement Key Indicators in a Travel Website Using a Fuzzy Analytic Hierarchy Process , 2011, Int. J. Electron. Bus. Manag..

[62]  Mehran Nejati,et al.  Ranking airlines' service quality factors using a fuzzy approach: study of the Iranian society , 2009 .

[63]  Chen T. Chen,et al.  Applying Linguistic Decision-Making Method to Deal with Service Quality Evaluation Problems , 2001, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[64]  Gwo-Hshiung Tzeng,et al.  Evaluating Cloud Computing Based Telecommunications Service Quality Enhancement by Using a New Hybrid MCDM Model , 2012 .

[65]  Ming-Lang Tseng,et al.  Integrated model of hot spring service quality perceptions under uncertainty , 2012, Appl. Soft Comput..

[66]  Ching-Hsue Cheng,et al.  Evaluating the Airline Service Quality by Fuzzy OWA Operators , 2005, MDAI.

[67]  Rasoul Amirzadeh,et al.  Prioritizing service quality factors in Iranian Islamic banking using a fuzzy approach , 2013 .

[68]  Gwo-Hshiung Tzeng,et al.  A Non-Additive Model for Evaluating Airline Service Quality , 2007 .

[69]  James J. H. Liou,et al.  Variable Consistency Dominance-based Rough Set Approach to formulate airline service strategies , 2011, Appl. Soft Comput..

[70]  Peter Bogetoft,et al.  Planning With Multiple Criteria: Investigation, Communication, Choice , 1991 .

[71]  Tsuen-Ho Hsu,et al.  The multiple criteria and sub-criteria for electronic service quality evaluation: an interdependence perspective , 2012, Online Inf. Rev..

[72]  Hsihui Chang,et al.  Taiwan quality indicator project and hospital productivity growth , 2010, Omega.

[73]  Da Ruan,et al.  Evaluating Government Websites Based on a Fuzzy Multiple Criteria Decision-Making Approach , 2007, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[74]  Yi-Chung Hu,et al.  Finding critical criteria of evaluating electronic service quality of Internet banking using fuzzy multiple-criteria decision making , 2011, Appl. Soft Comput..

[75]  Hung-Jen Tu,et al.  Toward a Framework for Assessing E-Marketplace Service Quality , 2010, WISE Workshops.

[76]  Ching-I Teng,et al.  Development of service quality scale for surgical hospitalization. , 2007, Journal of the Formosan Medical Association = Taiwan yi zhi.

[77]  John B. Jensen,et al.  Improving the application of quality conformance tools in service firms , 1996 .

[78]  Li Qing,et al.  Fuzzy Theory and AHP Based Manufacturing Execution Systems (MES) Vendor Service Quality Evaluation Method Study , 2006, 2006 IEEE International Conference on Service Operations and Logistics, and Informatics.

[79]  Geon Cho,et al.  Evaluating the service quality of third- party logistics service providers using the analytic hierarchy process , 2006 .

[80]  Hossein Sayyadi Tooranloo,et al.  Prioritizing academic library service quality indicators using fuzzy approach: Case study: libraries of Ferdowsi University , 2009 .

[81]  Serhat AYDIN,et al.  Evaluation of E-commerce Website Quality Using Fuzzy Multi-criteria Decision Making Approach , 2022 .

[82]  Yen-Chun Jim Wu,et al.  Electronic service quality of Facebook social commerce and collaborative learning , 2015, Comput. Hum. Behav..

[83]  Tolga Kaya,et al.  Multi-attribute Evaluation of Website Quality in E-business Using an Integrated Fuzzy AHPTOPSIS Methodology , 2010, Int. J. Comput. Intell. Syst..

[84]  Walfried M. Lassar,et al.  Service quality perspectives and satisfaction in private banking , 2000 .

[85]  Kashif Ur Rehman,et al.  Islamic Banking Experience of Pakistan: Comparison between Islamic and Conventional Banks , 2010 .

[86]  Ling Li Relationships between determinants of hospital quality management and service quality performance--a path analytic model , 1997 .

[87]  Margarida Pereira The consumer decision journey in the hair care category in the hard-discount channel , 2017 .

[88]  J. Cunningham,et al.  The service quality of e-banks: an exploratory study , 2005 .

[89]  Hakyeon Lee,et al.  A DEA-SERVQUAL Approach to Measurement and Benchmarking of Service Quality , 2012 .

[90]  Gin-Shuh Liang,et al.  Combining VIKOR with GRA techniques to evaluate service quality of airports under fuzzy environment , 2011, Expert Syst. Appl..

[91]  Ray Wang,et al.  Determination of a Cause and Effect Decision Making Model for Leisure Farm's Service Quality in Taiwan , 2009 .

[92]  Arash Shahin,et al.  Evaluating and ranking hotels offering e-service by integrated approach of Webqual and fuzzy AHP , 2014, Int. J. Bus. Inf. Syst..

[93]  Neşe Yalçın,et al.  Performance assessment of Turkish electricity distribution utilities: An application of combined FAHP/TOPSIS/DEA methodology to incorporate quality of service , 2012 .

[94]  Fernando A. F. Ferreira,et al.  A multiple criteria framework to evaluate bank branch potential attractiveness , 2012 .

[95]  Maria Tsinidou,et al.  Evaluation of the factors that determine quality in higher education: an empirical study , 2010 .

[96]  Jiunn-I Shieh,et al.  A DEMATEL method in identifying key success factors of hospital service quality , 2010, Knowl. Based Syst..

[97]  Yi-Chung Hu,et al.  Fuzzy multiple-criteria decision making in the determination of critical criteria for assessing service quality of travel websites , 2009, Expert Syst. Appl..

[98]  Herman Akdag,et al.  The evaluation of hospital service quality by fuzzy MCDM , 2014, Appl. Soft Comput..

[99]  Ram M. Shrestha,et al.  MULTI-CRITERIA APPROACH FOR THE SELECTION OF ALTERNATIVE OPTIONS FOR ENVIRONMENTALLY SUSTAINABLE TRANSPORT SYSTEM IN DELHI , 2003 .

[100]  Roland T. Rust,et al.  Service Quality: New Directions in Theory and Practice , 1993 .

[101]  Hsiu-Fen Lin,et al.  An application of fuzzy AHP for evaluating course website quality , 2010, Comput. Educ..

[102]  Sheng-Hshiung Tsaur,et al.  The evaluation of airline service quality by fuzzy MCDM. , 2002 .

[103]  Mosad Zineldin,et al.  Managing in the @ age: Banking service quality and strategic positioning , 2002 .

[104]  Lazim Abdullah,et al.  A FUZZY DECISION MAKING APPROACH IN EVALUATING FERRY SERVICE QUALITY , 2010 .

[105]  Yiğit Kazançoğlu,et al.  Benchmarking Service Quality Performance Of Airlines In Turkey , 2013 .

[106]  Gülçin Büyüközkan,et al.  Strategic analysis of healthcare service quality using fuzzy AHP methodology , 2011, Expert Syst. Appl..