IDEAS home Printed from https://ideas.repec.org/a/spr/envpol/v24y2022i2d10.1007_s10018-021-00314-w.html
   My bibliography  Save this article

Using discrete choice experiments to explore how bioecological attributes of sites drive birders’ preferences and willingness to travel

Author

Listed:
  • Maria Salvo

    (University of Catania)

  • Giuseppe Cucuzza

    (University of Catania)

  • Giovanni Signorello

    (University of Catania)

Abstract

A study based on discrete choice experiments is conducted to investigate how bioecological attributes of birding sites enter the utility functions of specialized birders and affect their travel intentions. Estimates are based on generalized multinomial and scales-adjusted latent class models. We find that the probability of observing a rare or a new bird species, and the numerosity of species significantly affect birders’ choice destination. We also find that individual preferences among attributes are correlated and affected by scale and taste heterogeneity. We identify two latent classes of birders. In the first class fall birders attaching a strong interest in qualitative aspects of sites and low importance on distance from home. Class 2 groups birders addicted both on all qualitative and quantitative bioecological attributes of sites as well as on the distance. In general, we assess that the majority of birders prefer to travel short distances, also when the goal is viewing rare or new birds. Finally, we estimate marginal welfare changes in biological attributes of sites in terms of willingness to travel.

Suggested Citation

  • Maria Salvo & Giuseppe Cucuzza & Giovanni Signorello, 2022. "Using discrete choice experiments to explore how bioecological attributes of sites drive birders’ preferences and willingness to travel," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 24(2), pages 119-146, April.
  • Handle: RePEc:spr:envpol:v:24:y:2022:i:2:d:10.1007_s10018-021-00314-w
    DOI: 10.1007/s10018-021-00314-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10018-021-00314-w
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10018-021-00314-w?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Pascoe, Sean & Doshi, Amar & Dell, Quentin & Tonks, Mark & Kenyon, Rob, 2014. "Economic value of recreational fishing in Moreton Bay and the potential impact of the marine park rezoning," Tourism Management, Elsevier, vol. 41(C), pages 53-63.
    2. Hess, Stephane & Train, Kenneth, 2017. "Correlation and scale in mixed logit models," Journal of choice modelling, Elsevier, vol. 23(C), pages 1-8.
    3. Wiktor Adamowicz & J. Deshazo, 2006. "Frontiers in Stated Preferences Methods: An Introduction," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 34(1), pages 1-6, May.
    4. Edwards, Peter E.T. & Parsons, George R. & Myers, Kelley H., 2011. "The economic value of viewing migratory shorebirds on the Delaware Bay: An application of the single site travel cost model using on-site data," MPRA Paper 35832, University Library of Munich, Germany.
    5. Maurus Rischatsch, 2009. "Simulating WTP Values from Random-Coefficient Models," SOI - Working Papers 0912, Socioeconomic Institute - University of Zurich.
    6. Naidoo, Robin & Adamowicz, Wiktor L., 2005. "Biodiversity and nature-based tourism at forest reserves in Uganda," Environment and Development Economics, Cambridge University Press, vol. 10(2), pages 159-178, May.
    7. Arne Risa Hole, 2007. "A comparison of approaches to estimating confidence intervals for willingness to pay measures," Health Economics, John Wiley & Sons, Ltd., vol. 16(8), pages 827-840, August.
    8. Myers, Kelley H. & Parsons, George R. & Edwards, Peter E.T., 2010. "Measuring the recreational use value of migratory shorebirds on the Delaware Bay," MPRA Paper 26126, University Library of Munich, Germany.
    9. Hoyos, David, 2010. "The state of the art of environmental valuation with discrete choice experiments," Ecological Economics, Elsevier, vol. 69(8), pages 1595-1603, June.
    10. Mikołaj Czajkowski & Nick Hanley & Jacob LaRiviere, 2016. "Controlling for the Effects of Information in a Public Goods Discrete Choice Model," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 63(3), pages 523-544, March.
    11. Guimarães, Mª. Helena & Madureira, Lívia & Nunes, Luís Catela & Santos, José Lima & Sousa, Carlos & Boski, Tomasz & Dentinho, Tomaz, 2014. "Using Choice Modeling to estimate the effects of environmental improvements on local development: When the purpose modifies the tool," Ecological Economics, Elsevier, vol. 108(C), pages 79-90.
    12. Kerr, Geoffrey N. & Abell, Walter L., 2014. "What’s your game? Heterogeneity amongst New Zealand hunters," 2014 Conference, August 28-29, 2014, Nelson, New Zealand 187501, New Zealand Agricultural and Resource Economics Society.
    13. Chae, Dong-Ryul & Wattage, Premachandra & Pascoe, Sean, 2012. "Recreational benefits from a marine protected area: A travel cost analysis of Lundy," Tourism Management, Elsevier, vol. 33(4), pages 971-977.
    14. Riccardo Scarpa & Mara Thiene & Kenneth Train, 2008. "Utility in Willingness to Pay Space: A Tool to Address Confounding Random Scale Effects in Destination Choice to the Alps," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(4), pages 994-1010.
    15. Sahan T. M. Dissanayake & Amy W. Ando, 2014. "Valuing Grassland Restoration: Proximity to Substitutes and Trade-offs among Conservation Attributes," Land Economics, University of Wisconsin Press, vol. 90(2), pages 237-259.
    16. John C. Whitehead & Bruce K. Johnson & Daniel S. Mason & Gordon J. Walker, 2013. "Consumption Benefits Of National Hockey League Game Trips Estimated From Revealed And Stated Preference Demand Data," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 1012-1025, January.
    17. David Revelt and Kenneth Train., 2000. "Customer-Specific Taste Parameters and Mixed Logit: Households' Choice of Electricity Supplier," Economics Working Papers E00-274, University of California at Berkeley.
    18. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304.
    19. Kolstoe, Sonja & Cameron, Trudy Ann, 2017. "The Non-market Value of Birding Sites and the Marginal Value of Additional Species: Biodiversity in a Random Utility Model of Site Choice by eBird Members," Ecological Economics, Elsevier, vol. 137(C), pages 1-12.
    20. Scarpa, R. & Thiene, M. & Train, K., 2008. "Appendix to Utility in WTP space: a tool to address confounding random scale effects in destination choice to the Alps," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 90(4), pages 1-9, January.
    21. Haefele, Michelle A. & Loomis, John B. & Lien, Aaron M. & Dubovsky, James A. & Merideth, Robert W. & Bagstad, Kenneth J. & Huang, Ta-Ken & Mattsson, Brady J. & Semmens, Darius J. & Thogmartin, Wayne E, 2019. "Multi-country Willingness to Pay for Transborder Migratory Species Conservation: A Case Study of Northern Pintails," Ecological Economics, Elsevier, vol. 157(C), pages 321-331.
    22. Hensher,David A. & Rose,John M. & Greene,William H., 2015. "Applied Choice Analysis," Cambridge Books, Cambridge University Press, number 9781107465923.
    23. Riccardo Scarpa & Mara Thiene, 2005. "Destination Choice Models for Rock Climbing in the Northeastern Alps: A Latent-Class Approach Based on Intensity of Preferences," Land Economics, University of Wisconsin Press, vol. 81(3).
    24. Czajkowski, Mikołaj & Giergiczny, Marek & Kronenberg, Jakub & Tryjanowski, Piotr, 2014. "The economic recreational value of a white stork nesting colony: A case of ‘stork village’ in Poland," Tourism Management, Elsevier, vol. 40(C), pages 352-360.
    25. Denzil G. Fiebig & Michael P. Keane & Jordan Louviere & Nada Wasi, 2010. "The Generalized Multinomial Logit Model: Accounting for Scale and Coefficient Heterogeneity," Marketing Science, INFORMS, vol. 29(3), pages 393-421, 05-06.
    26. Nick Hanley & Robert Wright & Gary Koop, 2002. "Modelling Recreation Demand Using Choice Experiments: Climbing in Scotland," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(3), pages 449-466, July.
    27. Hanley, Nick & Czajkowski, Mikolaj & Hanley-Nickolls, Rose & Redpath, Steve, 2010. "Economic values of species management options in human-wildlife conflicts: Hen Harriers in Scotland," Ecological Economics, Elsevier, vol. 70(1), pages 107-113, November.
    28. Whitehead, John C. & Wicker, Pamela, 2018. "Estimating willingness to pay for a cycling event using a willingness to travel approach," Tourism Management, Elsevier, vol. 65(C), pages 160-169.
    29. Michael Keane & Nada Wasi, 2013. "Comparing Alternative Models Of Heterogeneity In Consumer Choice Behavior," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(6), pages 1018-1045, September.
    30. Catherine Heyes & Anthony Heyes, 1999. "Willingness to Pay Versus Willingness to Travel: Assessing the Recreational Benefits from Dartmoor National Park," Journal of Agricultural Economics, Wiley Blackwell, vol. 50(1), pages 124-139, January.
    Full references (including those not matched with items on IDEAS)

    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. Robert J. Johnston & Kevin J. Boyle & Wiktor (Vic) Adamowicz & Jeff Bennett & Roy Brouwer & Trudy Ann Cameron & W. Michael Hanemann & Nick Hanley & Mandy Ryan & Riccardo Scarpa & Roger Tourangeau & Ch, 2017. "Contemporary Guidance for Stated Preference Studies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 319-405.
    2. Ajayi, V. & Reiner, D., 2020. "Consumer Willingness to Pay for Reducing the Environmental Footprint of Green Plastics," Cambridge Working Papers in Economics 20110, Faculty of Economics, University of Cambridge.
    3. Nguyen, Manh-Hung & Nguyen, Thi Lan Anh & Nguyen, Tuan & Reynaud, Arnaud & Simioni, Michel & Hoang, Viet-Ngu, 2021. "Economic analysis of choices among differing measures to manage coastal erosion in Hoi An (a UNESCO World Heritage Site)," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 529-543.
    4. Whitehead, John C. & Wicker, Pamela, 2018. "Estimating willingness to pay for a cycling event using a willingness to travel approach," Tourism Management, Elsevier, vol. 65(C), pages 160-169.
    5. Benoit Chèze & Charles Collet & Anthony Paris, 2021. "Estimating discrete choice experiments : theoretical fundamentals," CIRED Working Papers hal-03262187, HAL.
    6. 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.
    7. Akshay Vij & Rico Krueger, 2018. "Random taste heterogeneity in discrete choice models: Flexible nonparametric finite mixture distributions," Papers 1802.02299, arXiv.org.
    8. Vij, Akshay & Krueger, Rico, 2017. "Random taste heterogeneity in discrete choice models: Flexible nonparametric finite mixture distributions," Transportation Research Part B: Methodological, Elsevier, vol. 106(C), pages 76-101.
    9. Carson, Richard T. & Czajkowski, Mikołaj, 2019. "A new baseline model for estimating willingness to pay from discrete choice models," Journal of Environmental Economics and Management, Elsevier, vol. 95(C), pages 57-61.
    10. West, Grant H. & Snell, Heather & Kovacs, Kent & Nayga, Rodolfo M., 2020. "Estimation of the preferences for the intertemporal services from groundwater," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304220, Agricultural and Applied Economics Association.
    11. Czajkowski, Mikolaj & Hanley, Nicholas & LaRiviere, Jacob, 2013. "The Effects of Experience on Preference Uncertainty: Theory and Empirics for Public and Quasi-Public Environmental Goods," Stirling Economics Discussion Papers 2013-11, University of Stirling, Division of Economics.
    12. Zander, Kerstin K. & Signorello, Giovanni & De Salvo, Maria & Gandini, Gustavo & Drucker, Adam G., 2013. "Assessing the total economic value of threatened livestock breeds in Italy: Implications for conservation policy," Ecological Economics, Elsevier, vol. 93(C), pages 219-229.
    13. Yang, Yang & Hobbs, Jill E. & Natcher, David C., 2020. "Assessing consumer willingness to pay for Arctic food products," Food Policy, Elsevier, vol. 92(C).
    14. Kassie, Girma T. & Zeleke, Fresenbet & Birhanu, Mulugeta Y. & Scarpa, Riccardo, 2020. "Reminder Nudge, Attribute Nonattendance, and Willingness to Pay in a Discrete Choice Experiment," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304208, Agricultural and Applied Economics Association.
    15. Beharry-Borg, Nesha & Scarpa, Riccardo, 2010. "Valuing quality changes in Caribbean coastal waters for heterogeneous beach visitors," Ecological Economics, Elsevier, vol. 69(5), pages 1124-1139, March.
    16. David Throsby & Anita Zednik & Jorge E. Araña, 2021. "Public preferences for heritage conservation strategies: a choice modelling approach," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 45(3), pages 333-358, September.
    17. Sever, Ivan & Verbič, Miroslav & Klarić Sever, Eva, 2019. "Cost attribute in health care DCEs: Just adding another attribute or a trigger of change in the stated preferences?," Journal of choice modelling, Elsevier, vol. 32(C), pages 1-1.
    18. Dissanayake,Sahan T. M. & Beyene,Abebe Damte & Bluffstone,Randall & Gebreegziabher, Zenebe & Martinsson,Peter & Mekonnen,Alemu & Toman,Michael A. & Vieider,Ferdinand M., 2015. "Preferences for REDD+ contract attributes in low-income countries : a choice experiment in Ethiopia," Policy Research Working Paper Series 7296, The World Bank.
    19. Ana I. Sanjuán‐López & Helena Resano‐Ezcaray, 2020. "Labels for a Local Food Speciality Product: The Case of Saffron," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(3), pages 778-797, September.
    20. Fecke, Wilm & Danne, Michael & Mußhoff, Oliver, 2018. "E-commerce in agriculture: The case of crop protection product purchases in a discrete choice experiment," DARE Discussion Papers 1803, Georg-August University of Göttingen, Department of Agricultural Economics and Rural Development (DARE).

    More about this item

    Keywords

    Birdwatching; Discrete choice experiments; Scale heterogeneity; Attributes; Correlation; Willingness to travel;
    All these keywords.

    JEL classification:

    • Q26 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Recreational Aspects of Natural Resources
    • Q20 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - General
    • Q29 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Other

    Statistics

    Access and download statistics

    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:spr:envpol:v:24:y:2022:i:2:d:10.1007_s10018-021-00314-w. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.