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A latent class approach to tourists’ length of stay

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  • Alegre, Joaquín
  • Mateo, Sara
  • Pou, Llorenç

Abstract

In this paper, a conditional demand function is estimated for the length of stay at a tourist destination. The microeconomic model specifies the demand for the length of stay conditional on the remaining holiday characteristics that the tourist has chosen (the destination, type of accommodation etc.). The empirical model uses a latent class truncated Poisson regression, which acknowledges the existence of groups or segments of demand with different preferences. In the case under study, a distinction is made between two segments with a preference for either a longer or shorter holiday. The statistical model also resolves a problem of multimodality, acknowledged in previous analyses to be one of the main characteristics of this variable.

Suggested Citation

  • Alegre, Joaquín & Mateo, Sara & Pou, Llorenç, 2011. "A latent class approach to tourists’ length of stay," Tourism Management, Elsevier, vol. 32(3), pages 555-563.
    • Handle: RePEc:eee:touman:v:32:y:2011:i:3:p:555-563
    DOI: 10.1016/j.tourman.2010.05.003
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    Cited by:

    1. Aguilar, Mª. Isabel & Díaz, Bárbara, 2019. "Length of stay of international tourists in Spain: A parametric survival analysis," Annals of Tourism Research, Elsevier, vol. 79(C).
    2. José Francisco Baños Pino & Beatriz Tovar, 2019. "Explaining cruisers’ shore expenditure through a latent class tobit model: Evidence from the Canary Islands," Tourism Economics, , vol. 25(7), pages 1105-1133, November.
    3. Aaron Gutiérrez & Daniel Miravet & Òscar Saladié & Salvador Anton Clavé, 2020. "High-speed rail, tourists’ destination choice and length of stay: A survival model analysis," Tourism Economics, , vol. 26(4), pages 578-597, June.
    4. Francisco Rejón-Guardia & María Antonia García-Sastre & Margarita Alemany-Hormaeche, 2018. "Motivation-based behaviour and latent class segmentation of cycling tourists," Tourism Economics, , vol. 24(2), pages 204-217, March.
    5. Gómez-Déniz, E. & Pérez-Rodríguez, J.V., 2019. "Modelling bimodality of length of tourist stay," Annals of Tourism Research, Elsevier, vol. 75(C), pages 131-151.
    6. Grigolon, Anna B. & Borgers, Aloys W.J. & Kemperman, Astrid D.A.M. & Timmermans, Harry J.P., 2014. "Vacation length choice: A dynamic mixed multinomial logit model," Tourism Management, Elsevier, vol. 41(C), pages 158-167.
    7. Andrea Pellegrini & Stefano Scagnolari, 2021. "The relationship between length of stay and land transportation mode in the tourism sector: A discrete–continuous framework applied to Swiss data," Tourism Economics, , vol. 27(1), pages 243-259, February.
    8. E. M. Ekanayake & Mihalis Halkides & John R. Ledgerwood, 2012. "Inbound International Tourism To The United States: A Panel Data Analysis," International Journal of Management and Marketing Research, The Institute for Business and Finance Research, vol. 5(3), pages 15-27.
    9. Jackman, Mahalia & Lorde, Troy & Naitram, Simon & Greenaway, Tori, 2020. "Distance matters: the impact of physical and relative distance on pleasure tourists' length of stay in Barbados," Annals of Tourism Research, Elsevier, vol. 80(C).
    10. Gómez–Déniz, E. & Pérez–Rodríguez, J.V., 2019. "Modelling distribution of aggregate expenditure on tourism," Economic Modelling, Elsevier, vol. 78(C), pages 293-308.
    11. Glauber Eduardo de Oliveira Santos, 2016. "An efficient method for modelling tourists’ length of stay," Tourism Economics, , vol. 22(6), pages 1367-1379, December.
    12. Alén, Elisa & Nicolau, Juan Luis & Losada, Nieves & Domínguez, Trinidad, 2014. "Determinant factors of senior tourists’ length of stay," Annals of Tourism Research, Elsevier, vol. 49(C), pages 19-32.
    13. Haiyan Zhu & Hongzhi Guan & Yan Han & Wanying Li, 2019. "A Study of Tourists’ Holiday Rush-Hour Avoidance Travel Behavior Considering Psychographic Segmentation," Sustainability, MDPI, vol. 11(13), pages 1-20, July.
    14. Paulo H A Feitosa & Amanda B A Silva, 2022. "Length of stay and satisfaction shaping the competitiveness of international business tourism in São Paulo city, Brazil," Tourism Economics, , vol. 28(3), pages 728-747, May.
    15. Pierpaolo D'Urso & Girish Prayag & Marta Disegna & Riccardo Massari, 2013. "Market Segmentation using Bagged Fuzzy C–Means (BFCM): Destination Image of Western Europe among Chinese Travellers," BEMPS - Bozen Economics & Management Paper Series BEMPS13, Faculty of Economics and Management at the Free University of Bozen.
    16. Fidel Martínez-Roget & José Alberto Moutela & Xosé A. Rodríguez, 2020. "Length of Stay and Sustainability: Evidence from the Schist Villages Network (SVN) in Portugal," Sustainability, MDPI, vol. 12(10), pages 1-19, May.
    17. Ferrer-Rosell, Berta & Martínez-Garcia, Esther & Coenders, Germà, 2014. "Package and no-frills air carriers as moderators of length of stay," Tourism Management, Elsevier, vol. 42(C), pages 114-122.
    18. Thrane, Christer, 2016. "Students' summer tourism: Determinants of length of stay (LOS)," Tourism Management, Elsevier, vol. 54(C), pages 178-184.
    19. Chiara Bocci & Laura Grassini & Emilia Rocco, 2021. "A multiple inflated negative binomial hurdle regression model: analysis of the Italians’ tourism behaviour during the Great Recession," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 30(4), pages 1109-1133, October.
    20. Carmen Pérez-Cabañero & Amparo Cervera-Taulet & Walesska Schlesinger, 2017. "Analysis of the impact of length of stay on the quality of service experience, satisfaction and loyalty," International Review on Public and Nonprofit Marketing, Springer;International Association of Public and Non-Profit Marketing, vol. 14(2), pages 253-268, June.
    21. Reza Mortazavi & Catia Cialani, 2017. "International tourists’ length of overnight stay in Venice," Tourism Economics, , vol. 23(4), pages 882-889, June.
    22. Marko Sarstedt & Christian M Ringle & Jun-Hwa Cheah & Hiram Ting & Ovidiu I Moisescu & Lacramioara Radomir, 2020. "Structural model robustness checks in PLS-SEM," Tourism Economics, , vol. 26(4), pages 531-554, June.
    23. Rodríguez, Xosé A. & Martínez-Roget, Fidel & González-Murias, Pilar, 2018. "Length of stay: Evidence from Santiago de Compostela," Annals of Tourism Research, Elsevier, vol. 68(C), pages 9-19.
    24. Jorge Moll-de-Alba & Lluís Prats & Lluís Coromina, 2016. "The need to adapt to travel expenditure patterns. A study comparing business and leisure tourists in Barcelona," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(2), pages 253-267, August.
    25. Ganna Bedradina & Sergii Nezdoyminov, 2019. "Measuring the Quality of the Tourism Product in the Tour Operator Business," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 15(2), pages 81-93.

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