IDEAS home Printed from https://ideas.repec.org/a/sae/toueco/v12y2006i3p451-468.html
   My bibliography  Save this article

Correcting for Sample Selection Bias in Stated Preference Tourist Surveys

Author

Listed:
  • Alexandros Apostolakis
  • Shabbar Jaffry

Abstract

This paper makes novel use of Heckman's sample selection methodology in modelling tourists' choices for cultural heritage attractions. The data used were collected as part of a discrete choice experiment which examined tourists' preferences for two heritage sites: the Knossos Palace and the Heraklion Archaeological Museum, both located on the island of Crete. In particular, the study addresses the possible discrepancies that may have arisen from the fact that the sample population may not have been random, but rather selected systematically as a result of the unobserved effect of the repeat visitation phenomenon. The empirical evidence presented suggests that the correction for sample selection provides a venue for further target audience selection for managers and policy makers. In particular, the main implication to emerge from the analysis is that the two heritage attractions, contrary to the general perception, are part of a tourism demand continuum. As a result, policy makers can capitalize on tourists' different perceptions in their promotion strategies for the two attractions by promoting the Heraklion Archaeological Museum to first-time visitors and the Knossos Palace to repeat visitors to Crete.

Suggested Citation

  • Alexandros Apostolakis & Shabbar Jaffry, 2006. "Correcting for Sample Selection Bias in Stated Preference Tourist Surveys," Tourism Economics, , vol. 12(3), pages 451-468, September.
    • Handle: RePEc:sae:toueco:v:12:y:2006:i:3:p:451-468
    DOI: 10.5367/000000006778493600
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.5367/000000006778493600
    Download Restriction: no
    File URL: https://libkey.io/10.5367/000000006778493600?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. Twan Huybers & Jeff Bennett, 2000. "Impact of the Environment on Holiday Destination Choices of Prospective UK Tourists: Implications for Tropical North Queensland," Tourism Economics, , vol. 6(1), pages 21-46, March.
    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. Aline Chiabai & Stephen Platt & Wadim Strielkowski, 2014. "Eliciting Users' Preferences for Cultural Heritage and Tourism-Related E-Services: A Tale of Three European Cities," Tourism Economics, , vol. 20(2), pages 263-277, April.
    2. María M. Carballo & Jorge E. Araña & Carmelo J. León & Sergio Moreno-Gil, 2015. "Economic Valuation of Tourism Destination Image," Tourism Economics, , vol. 21(4), pages 741-759, August.
    3. Massimiliano Castellani & Pierpaolo Pattitoni & Laura Vici, 2015. "Pricing Visitor Preferences for Temporary Art Exhibitions," Tourism Economics, , vol. 21(1), pages 83-103, February.
    4. Sheng-Ping Yang & Annette Ryerson, 2011. "Correcting for Selectivity Bias in the Estimation of Tourist Spending Surveys," Tourism Economics, , vol. 17(6), pages 1165-1179, December.

    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. Huybers, Twan & Bennett, Jeffrey W., 2000. "Cooperation And Competition In Tropical North Queensland's Nature-Based Tourism Industry," 2000 Conference (44th), January 23-25, 2000, Sydney, Australia 123667, Australian Agricultural and Resource Economics Society.
    2. Andreas Papatheodorou, 2003. "Modelling Tourism Development: A Synthetic Approach," Tourism Economics, , vol. 9(4), pages 407-430, December.
    3. Carmelo J. León & Jorge E. Araña & Matías González & Javier de León, 2014. "Tourists' Evaluation of Climate Change Risks in the Canary Islands: A Heterogeneous Response Modelling Approach," Tourism Economics, , vol. 20(4), pages 849-868, August.
    4. Twan Huybers, 2003. "Modelling Short-Break Holiday Destination Choices," Tourism Economics, , vol. 9(4), pages 389-405, December.
    5. Massimiliano Castellani & Pierpaolo Pattitoni & Laura Vici, 2015. "Pricing Visitor Preferences for Temporary Art Exhibitions," Tourism Economics, , vol. 21(1), pages 83-103, February.
    6. R. Brau & D. Cao, 2005. "Uncovering the macrostructure of tourists' preferences. A choice experiment analysis of tourism demand to Sardinia," Working Paper CRENoS 200514, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    7. Kularatne, Thamarasi & Wilson, Clevo & Lee, Boon & Hoang, Viet-Ngu, 2021. "Tourists’ before and after experience valuations: A unique choice experiment with policy implications for the nature-based tourism industry," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 529-543.
    8. Alexandros Apostolakis & Shabbar Jaffry, 2005. "Heterogeneous Preferences for Greek Heritage Attractions," Tourism Economics, , vol. 11(2), pages 225-245, June.
    9. World Bank, 2002. "Arab Republic of Egypt : Cost Assessment of Environmental Degradation," World Bank Publications - Reports 15323, The World Bank Group.
    10. Javier Lozano Ibáñez & Javier Rey-Maquieira Palmer & Carlos Mario Gómez Gómez, 2004. "Land, Environmental Externalities and Tourism Development," Working Papers 2004.22, Fondazione Eni Enrico Mattei.
    11. Ming-Chieh Wang & Chang-Sheng Wang, 2018. "Tourism, the environment, and energy policies," Tourism Economics, , vol. 24(7), pages 821-838, November.
    12. Huybers, Twan & Bennett, Jeff, 2003. "Inter-firm cooperation at nature-based tourism destinations," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 32(5), pages 571-587, November.
    13. Rinaldo Brau, 2008. "Demand-Driven Sustainable Tourism? A Choice Modelling Analysis," Tourism Economics, , vol. 14(4), pages 691-708, December.
    14. Oppewal, Harmen & Huybers, Twan & Crouch, Geoffrey I., 2015. "Tourist destination and experience choice: A choice experimental analysis of decision sequence effects," Tourism Management, Elsevier, vol. 48(C), pages 467-476.
    15. Balsalobre-Lorente, Daniel & Driha, Oana M. & Shahbaz, Muhammad & Sinha, Avik, 2020. "The effects of tourism and globalization over environmental degradation in developed countries," MPRA Paper 100092, University Library of Munich, Germany.
    16. Takahiro Tsuge & Nisikawa Usio & Makiko Nakano, 2023. "Assessing the attractiveness of tourism resources in Noto using the best–worst scaling and discrete choice experiment methods: further utilization of satoyama and satoumi for tourism," International Journal of Economic Policy Studies, Springer, vol. 17(2), pages 421-446, August.
    17. Xiang Wei & Hailin Qu & Emily Ma, 2013. "Modelling Tourism Employment in China," Tourism Economics, , vol. 19(5), pages 1123-1138, October.
    18. Figini, Paolo & Vici, Laura, 2012. "Off-season tourists and the cultural offer of a mass-tourism destination: The case of Rimini," Tourism Management, Elsevier, vol. 33(4), pages 825-839.
    19. Michelle Catherine Baddeley, 2004. "Are Tourists Willing to Pay for Aesthetic Quality? An Empirical Assessment from Krabi Province, Thailand," Tourism Economics, , vol. 10(1), pages 45-61, March.
    20. Viglia, Giampaolo & Dolnicar, Sara, 2020. "A review of experiments in tourism and hospitality," Annals of Tourism Research, Elsevier, vol. 80(C).

    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:sae:toueco:v:12:y:2006:i:3:p:451-468. 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: SAGE Publications (email available below). General contact details of provider: .

    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.