IDEAS home Printed from https://ideas.repec.org/a/eee/touman/v33y2012i2p456-465.html
   My bibliography  Save this article

Fuzzy Rasch model in TOPSIS: A new approach for generating fuzzy numbers to assess the competitiveness of the tourism industries in Asian countries

Author

Listed:
  • Huang, Jen-Hung
  • Peng, Kua-Hsin

Abstract

This study proposes a novel approach, the Fuzzy Rasch model, which combines Item Response Theory (IRT) and fuzzy set theory. This paper applies the Fuzzy Rasch model in Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) to analyse the Tourism Destination Competitiveness (TDC) of nine Asian countries: China, Hong Kong, Japan, Korea, Malaysia, Singapore, Taiwan, Thailand and the Philippines. The study was conducted in 2009 using 6 criteria and 15 indices. The results demonstrate the feasibility of applying the Fuzzy Rasch model in TOPSIS to analyse TDC in Asian countries. In addition, the proposed model also provides an effective means of applying the MCDM method to study TDC. Furthermore, in 2009, the Asian countries were ranked from most to least competitive as follows: China, Japan, Hong Kong, Malaysia, Thailand, Singapore, Taiwan, Korea and the Philippines.

Suggested Citation

  • Huang, Jen-Hung & Peng, Kua-Hsin, 2012. "Fuzzy Rasch model in TOPSIS: A new approach for generating fuzzy numbers to assess the competitiveness of the tourism industries in Asian countries," Tourism Management, Elsevier, vol. 33(2), pages 456-465.
    • Handle: RePEc:eee:touman:v:33:y:2012:i:2:p:456-465
    DOI: 10.1016/j.tourman.2011.05.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0261517711001087
    Download Restriction: no
    File URL: https://libkey.io/10.1016/j.tourman.2011.05.006?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Barros, Carlos Pestana & Botti, Laurent & Peypoch, Nicolas & Robinot, Elisabeth & Solonandrasana, Bernardin & A., George Assaf, 2011. "Performance of French destinations: Tourism attraction perspectives," Tourism Management, Elsevier, vol. 32(1), pages 141-146.
    2. Crouch, Geoffrey I. & Ritchie, J. R. Brent, 1999. "Tourism, Competitiveness, and Societal Prosperity," Journal of Business Research, Elsevier, vol. 44(3), pages 137-152, March.
    3. Zhang, Hong & Gu, Chao-lin & Gu, Lu-wen & Zhang, Yan, 2011. "The evaluation of tourism destination competitiveness by TOPSIS & information entropy – A case in the Yangtze River Delta of China," Tourism Management, Elsevier, vol. 32(2), pages 443-451.
    4. David Andrich, 1978. "A rating formulation for ordered response categories," Psychometrika, Springer;The Psychometric Society, vol. 43(4), pages 561-573, December.
    5. Sen-Chi Yu & Berlin Wu, 2009. "Fuzzy item response model: a new approach to generate membership function to score psychological measurement," Quality & Quantity: International Journal of Methodology, Springer, vol. 43(3), pages 381-390, May.
    6. Álvaro Matias & Peter Nijkamp & Paulo Neto (ed.), 2007. "Advances in Modern Tourism Research," Springer Books, Springer, number 978-3-7908-1718-8, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Oscar Claveria, 2017. "“What really matters is the economic performance: Positioning tourist destinations by means of perceptual maps," IREA Working Papers 201713, University of Barcelona, Research Institute of Applied Economics, revised Jun 2017.
    2. Adis Puška & Dragan Pamucar & Ilija Stojanović & Fausto Cavallaro & Arturas Kaklauskas & Abbas Mardani, 2021. "Examination of the Sustainable Rural Tourism Potential of the Brčko District of Bosnia and Herzegovina Using a Fuzzy Approach Based on Group Decision Making," Sustainability, MDPI, vol. 13(2), pages 1-23, January.
    3. Stacchini, Annalisa & Guizzardi, Andrea & Mariotti, Alessia, 2022. "Smoothing down arbitrariness in planning: From SWOT to participatory decision making," Land Use Policy, Elsevier, vol. 119(C).
    4. C. Acuña-Soto & V. Liern & B. Pérez-Gladish, 2021. "Normalization in TOPSIS-based approaches with data of different nature: application to the ranking of mathematical videos," Annals of Operations Research, Springer, vol. 296(1), pages 541-569, January.
    5. Josep Maria Espinet & Ariadna Gassiot-Melian & Ricard Rigall-I-Torrent, 2020. "An analysis of price segmentation in the cruise industry," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 19(3), pages 162-189, June.
    6. Boris Prevolšek & Aleksandar Maksimović & Adis Puška & Karmen Pažek & Maja Žibert & Črtomir Rozman, 2020. "Sustainable Development of Ethno-Villages in Bosnia and Herzegovina—A Multi Criteria Assessment," Sustainability, MDPI, vol. 12(4), pages 1-18, February.
    7. Pierpaolo D’Urso & Marta Disegna & Riccardo Massari, 2020. "Satisfaction and Tourism Expenditure Behaviour," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(3), pages 1081-1106, June.
    8. D'Urso, Pierpaolo & Disegna, Marta & Massari, Riccardo & Osti, Linda, 2016. "Fuzzy segmentation of postmodern tourists," Tourism Management, Elsevier, vol. 55(C), pages 297-308.
    9. Syed Abou Iltaf Hussain & Debasish Baruah & Bapi Dutta & Uttam Kumar Mandal & Sankar Prasad Mondal & Thuleswar Nath, 2019. "Evaluating the impact of service quality on the dynamics of customer satisfaction in the telecommunication industry of Jorhat, Assam," Telecommunication Systems: Modelling, Analysis, Design and Management, Springer, vol. 71(1), pages 31-53, May.
    10. Ouenniche, Jamal & Pérez-Gladish, Blanca & Bouslah, Kais, 2018. "An out-of-sample framework for TOPSIS-based classifiers with application in bankruptcy prediction," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 111-116.
    11. Ya-Yen Sun & Pei-Chun Lin, 2019. "How far will we travel? A global distance pattern of international travel from both demand and supply perspectives," Tourism Economics, , vol. 25(8), pages 1200-1223, December.
    12. Ye Tan & Pingan Xiang & Shuning Liu & Liang Yu, 2023. "Evaluating provincial tourism competitiveness in China: an empirical application based on the EM-MGM-SNA model," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(1), pages 506-527, January.
    13. Edmundas Kazimieras Zavadskas & Abbas Mardani & Zenonas Turskis & Ahmad Jusoh & Khalil MD Nor, 2016. "Development of TOPSIS Method to Solve Complicated Decision-Making Problems — An Overview on Developments from 2000 to 2015," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 15(03), pages 645-682, May.
    14. Juan Carlos Martin, 2017. "Regional Spanish Tourism Competitiveness. A DEA-MONITUR approach," REGION, European Regional Science Association, vol. 4, pages 153-173.
    15. Popovic, Gabrijela & Stanujkic, Dragisa & Brzakovic, Miodrag & Karabasevic, Darjan, 2019. "A multiple-criteria decision-making model for the selection of a hotel location," Land Use Policy, Elsevier, vol. 84(C), pages 49-58.
    16. Xia Wang & Danli Liu, 2020. "The Coupling Coordination Relationship between Tourism Competitiveness and Economic Growth of Developing Countries," Sustainability, MDPI, vol. 12(6), pages 1-18, March.
    17. Huang, Chun-Che & Liang, Wen-Yau & Tseng, Tzu-Liang (Bill) & Wong, Ruo-Yin, 2015. "A rough set-based corporate memory for the case of ecotourism," Tourism Management, Elsevier, vol. 47(C), pages 22-33.
    18. Pierpaolo D'Urso & Marta Disegna & Riccardo Massari & Linda Osti, 2014. "Fuzzy segmentation in postmodern consumers," BEMPS - Bozen Economics & Management Paper Series BEMPS20, Faculty of Economics and Management at the Free University of Bozen.
    19. Oguzhan Ece & Ahmet Serhat Uludag, 2017. "Applicability of Fuzzy TOPSIS Method in Optimal Portfolio Selection and an Application in BIST," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(10), pages 107-127, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Juan Carlos Martin, 2017. "Regional Spanish Tourism Competitiveness. A DEA-MONITUR approach," REGION, European Regional Science Association, vol. 4, pages 153-173.
    2. Tiziana Cuccia & Calogero Guccio & Ilde Rizzo, 2017. "UNESCO sites and performance trend of Italian regional tourism destinations," Tourism Economics, , vol. 23(2), pages 316-342, March.
    3. José Alberto Martínez-González & Vidina Tais Díaz-Padilla & Eduardo Parra-López, 2021. "Study of the Tourism Competitiveness Model of the World Economic Forum Using Rasch’s Mathematical Model: The Case of Portugal," Sustainability, MDPI, vol. 13(13), pages 1-20, June.
    4. Assaf, A. George & Josiassen, Alexander & Agbola, Frank W., 2015. "Attracting international hotels: Locational factors that matter most," Tourism Management, Elsevier, vol. 47(C), pages 329-340.
    5. Wanke, Peter Fernandes & Chiappetta Jabbour, Charbel José & Moreira Antunes, Jorge Junio & Lopes de Sousa Jabbour, Ana Beatriz & Roubaud, David & Sobreiro, Vinicius Amorim & Santibanez Gonzalez‬, Erne, 2021. "An original information entropy-based quantitative evaluation model for low-carbon operations in an emerging market," International Journal of Production Economics, Elsevier, vol. 234(C).
    6. Carayannis, Elias G. & Ferreira, Fernando A.F. & Bento, Paulo & Ferreira, João J.M. & Jalali, Marjan S. & Fernandes, Bernardo M.Q., 2018. "Developing a socio-technical evaluation index for tourist destination competitiveness using cognitive mapping and MCDA," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 147-158.
    7. Calogero Guccio & Domenico Lisi & Marco Martorana & Anna Mignosa, 2017. "On the role of cultural participation in tourism destination performance: an assessment using robust conditional efficiency approach," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 41(2), pages 129-154, May.
    8. Zhen Su & Joshua R. Aaron & William C. McDowell & Dan Dan Lu, 2019. "Sustainable Synergies between the Cultural and Tourism Industries: An Efficiency Evaluation Perspective," Sustainability, MDPI, vol. 11(23), pages 1-20, November.
    9. José Solana-Ibáñez & Manuel Caravaca-Garratón & Lorena Para-González, 2016. "Two-Stage Data Envelopment Analysis of Spanish Regions: Efficiency Determinants and Stability Analysis," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 10(3), September.
    10. Athanasia Karakitsiou & Markos Kourgiantakis & Athanasia Mavrommati & Athanasios Migdalas, 2020. "Regional efficiency evaluation by input-oriented data envelopment analysis of hotel and restaurant sector," Operational Research, Springer, vol. 20(4), pages 2041-2058, December.
    11. Assaf, A. George & Tsionas, Mike, 2018. "The estimation and decomposition of tourism productivity," Tourism Management, Elsevier, vol. 65(C), pages 131-142.
    12. Lopes, Ana Paula F. & Muñoz, María M. & Alarcón-Urbistondo, Pilar, 2018. "Regional tourism competitiveness using the PROMETHEE approach," Annals of Tourism Research, Elsevier, vol. 73(C), pages 1-13.
    13. Rio Benedicto Bire, 2021. "Mapping destination competitiveness in Indonesia’s Nusa Tenggara Timur (NTT) province: A Malmquist–data envelopment analysis approach," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(3), pages 820-834, June.
    14. Barros, Carlos Pestana & Botti, Laurent & Peypoch, Nicolas & Robinot, Elisabeth & Solonandrasana, Bernardin & A., George Assaf, 2011. "Performance of French destinations: Tourism attraction perspectives," Tourism Management, Elsevier, vol. 32(1), pages 141-146.
    15. Assaf, A. George & Tsionas, Efthymios G., 2015. "Incorporating destination quality into the measurement of tourism performance: A Bayesian approach," Tourism Management, Elsevier, vol. 49(C), pages 58-71.
    16. Song, Haiyan & Jiao, Eden & Park, Sangwon & Lu, Jiangping (Virginia), 2023. "Sectoral productivity and destination competitiveness," Annals of Tourism Research, Elsevier, vol. 103(C).
    17. Nuno Crespo & Nádia Simões & José Duarte, 2013. "Competition in tourism arrivals – A multidimensional index of geographical structural similarity," Working Papers Series 2 13-05, ISCTE-IUL, Business Research Unit (BRU-IUL).
    18. Alicia Fourie & Chris van Heerden & Engelina du Plessis, 2022. "Improving destination competitiveness in South Africa: A DEA approach," Tourism Economics, , vol. 28(4), pages 1080-1100, June.
    19. Guccio, Calogero & Mazza, Isidoro & Mignosa, Anna & Rizzo, Ilde, 2018. "A round trip on decentralization in the tourism sector," Annals of Tourism Research, Elsevier, vol. 72(C), pages 140-155.
    20. Cuccia, Tiziana & Guccio, Calogero & Rizzo, Ilde, 2016. "The effects of UNESCO World Heritage List inscription on tourism destinations performance in Italian regions," Economic Modelling, Elsevier, vol. 53(C), pages 494-508.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:touman:v:33:y:2012:i:2:p:456-465. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/tourism-management .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.