IDEAS home Printed from https://ideas.repec.org/a/eee/foreco/v21y2015i2p79-96.html
   My bibliography  Save this article

Suitability of discrete choice experiments for landscape management under the European Landscape Convention

Author

Listed:
  • de Ayala, Amaia
  • Hoyos, David
  • Mariel, Petr

Abstract

Landscapes throughout the world are increasingly being altered as a result of human actions and natural processes, therefore necessitating urgent management. Acknowledging this situation, the European Landscape Convention (ELC) was approved in 2000 with the explicit objective of protecting, managing and planning European landscapes. In this paper, we provide empirical evidence on the suitability of the Discrete Choice Experiment (DCE) methodology for valuing multidimensional landscapes under the ELC. An application in the Basque Country, Spain, serves as an example to illustrate that the DCE methodology may be suitable for supporting the aims of the ELC because: (i) it is a tool for public consultation; (ii) it offers an insight into the relative attractiveness of key landscape attributes, such as native forests and farming activities; and (iii) it provides policy-makers with quantitative information on the public preferences for potential future landscape protection, management and planning programmes. The results highlight the important role that the conservation of native forests and the promotion of organic farming may play in the management of European landscapes, which in turn is found to be strongly culturally dependent.

Suggested Citation

  • de Ayala, Amaia & Hoyos, David & Mariel, Petr, 2015. "Suitability of discrete choice experiments for landscape management under the European Landscape Convention," Journal of Forest Economics, Elsevier, vol. 21(2), pages 79-96.
  • Handle: RePEc:eee:foreco:v:21:y:2015:i:2:p:79-96
    DOI: 10.1016/j.jfe.2015.01.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S110468991500015X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jfe.2015.01.002?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. Domínguez-Torreiro, Marcos & Soliño, Mario, 2011. "Provided and perceived status quo in choice experiments: Implications for valuing the outputs of multifunctional rural areas," Ecological Economics, Elsevier, vol. 70(12), pages 2523-2531.
    2. Hanemann, W Michael, 1984. "Discrete-Continuous Models of Consumer Demand," Econometrica, Econometric Society, vol. 52(3), pages 541-561, May.
    3. Nick Hanley & Robert Wright & Vic Adamowicz, 1998. "Using Choice Experiments to Value the Environment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 11(3), pages 413-428, April.
    4. Anna Alberini & James R. Kahn (ed.), 2006. "Handbook on Contingent Valuation," Books, Edward Elgar Publishing, number 1893.
    5. Scarpa, Riccardo & Rose, John M., 2008. "Design efficiency for non-market valuation with choice modelling: how to measure it, what to report and why," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 52(3), pages 1-30.
    6. Small, Kenneth A & Rosen, Harvey S, 1981. "Applied Welfare Economics with Discrete Choice Models," Econometrica, Econometric Society, vol. 49(1), pages 105-130, January.
    7. Zein Kallas & José A. Gómez‐Limón & Manuel Arriaza, 2007. "Are citizens willing to pay for agricultural multifunctionality?," Agricultural Economics, International Association of Agricultural Economists, vol. 36(3), pages 405-419, May.
    8. Siikamaki, Juha & Layton, David F., 2007. "Discrete choice survey experiments: A comparison using flexible methods," Journal of Environmental Economics and Management, Elsevier, vol. 53(1), pages 122-139, January.
    9. Nick Hanley & Susana Mourato & Robert E. Wright, 2001. "Choice Modelling Approaches: A Superior Alternative for Environmental Valuatioin?," Journal of Economic Surveys, Wiley Blackwell, vol. 15(3), pages 435-462, July.
    10. Hanley, Nick & Mourato, Susana & Wright, Robert E, 2001. "Choice Modelling Approaches: A Superior Alternative for Environmental Valuation?," Journal of Economic Surveys, Wiley Blackwell, vol. 15(3), pages 435-462, July.
    11. Hayek, F. A., 2012. "Hayek on Hayek," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226321202 edited by Kresge, Stephen & Wenar, Leif, September.
    12. Rambonilaza, Tina, 2005. "Land-use planning and public preferences: What can we learn from choice experiments method?," MPRA Paper 9225, University Library of Munich, Germany, revised May 2007.
    13. 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.
    14. Mariel, Petr & Ayala, Amaya de & Hoyos, David & Abdullah, Sabah, 2013. "Selecting random parameters in discrete choice experiment for environmental valuation: A simulation experiment," Journal of choice modelling, Elsevier, vol. 7(C), pages 44-57.
    15. Robert J. Johnston & Joshua M. Duke, 2007. "Willingness to Pay for Agricultural Land Preservation and Policy Process Attributes: Does the Method Matter?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(4), pages 1098-1115.
    16. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    17. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387.
    18. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
    19. Julia Martin-Ortega & Giacomo Giannoccaro & Julio Berbel, 2011. "Environmental and Resource Costs Under Water Scarcity Conditions: An Estimation in the Context of the European Water Framework Directive," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(6), pages 1615-1633, April.
    20. Hoyos, David & Mariel, Petr & Fernández-Macho, Javier, 2009. "The influence of cultural identity on the WTP to protect natural resources: Some empirical evidence," Ecological Economics, Elsevier, vol. 68(8-9), pages 2372-2381, June.
    21. Wiktor Adamowicz & Peter Boxall & Michael Williams & Jordan Louviere, 1998. "Stated Preference Approaches for Measuring Passive Use Values: Choice Experiments and Contingent Valuation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(1), pages 64-75.
    22. John C. Whitehead, 2006. "A Practitioner's Primer on the Contingent Valuation Method," Chapters, in: Anna Alberini & James R. Kahn (ed.), Handbook on Contingent Valuation, chapter 3, Edward Elgar Publishing.
    23. Sergio Colombo & Nick Hanley, 2008. "How Can We Reduce the Errors from Benefits Transfer? An Investigation Using the Choice Experiment Method," Land Economics, University of Wisconsin Press, vol. 84(1), pages 128-147.
    24. Arriaza Balmón, Manuel & Gomez-Limon, Jose Antonio & Kallas, Zein & Nekhay, Olexandr, 2009. "Demand for non-commodity outputs from mountain olive groves," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 9(1), pages 1-19.
    25. 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.
    26. Greene, William H. & Hensher, David A., 2003. "A latent class model for discrete choice analysis: contrasts with mixed logit," Transportation Research Part B: Methodological, Elsevier, vol. 37(8), pages 681-698, September.
    27. Campbell, Danny, 2007. "Combining mixed logit models and random effects models to identify the determinants of willingness to pay for rural landscape improvements," 81st Annual Conference, April 2-4, 2007, Reading University, UK 7975, Agricultural Economics Society.
    28. Danny Campbell, 2007. "Willingness to Pay for Rural Landscape Improvements: Combining Mixed Logit and Random‐Effects Models," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(3), pages 467-483, September.
    29. Timothy C. Haab & Kenneth E. McConnell, 2002. "Valuing Environmental and Natural Resources," Books, Edward Elgar Publishing, number 2427.
    30. Hoyos, David & Mariel, Petr & Pascual, Unai & Etxano, Iker, 2012. "Valuing a Natura 2000 network site to inform land use options using a discrete choice experiment: An illustration from the Basque Country," Journal of Forest Economics, Elsevier, vol. 18(4), pages 329-344.
    31. Nick Hanley & Sergio Colombo & Pamela Mason & Helen Johns, 2007. "The Reform of Support Mechanisms for Upland Farming: Paying for Public Goods in the Severely Disadvantaged Areas of England," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(3), pages 433-453, September.
    32. Krinsky, Itzhak & Robb, A Leslie, 1986. "On Approximating the Statistical Properties of Elasticities," The Review of Economics and Statistics, MIT Press, vol. 68(4), pages 715-719, November.
    33. Andrew Daly & Stephane Hess & Kenneth Train, 2012. "Assuring finite moments for willingness to pay in random coefficient models," Transportation, Springer, vol. 39(1), pages 19-31, January.
    34. Jacobsen, Jette Bredahl & Lundhede, Thomas Hedemark & Martinsen, Louise & Hasler, Berit & Thorsen, Bo Jellesmark, 2011. "Embedding effects in choice experiment valuations of environmental preservation projects," Ecological Economics, Elsevier, vol. 70(6), pages 1170-1177, April.
    35. Schaafsma, Marije & Brouwer, Roy & Rose, John, 2012. "Directional heterogeneity in WTP models for environmental valuation," Ecological Economics, Elsevier, vol. 79(C), pages 21-31.
    36. Nick Hanley & Douglas MacMillan & Robert E. Wright & Craig Bullock & Ian Simpson & Dave Parsisson & Bob Crabtree, 1998. "Contingent Valuation Versus Choice Experiments: Estimating the Benefits of Environmentally Sensitive Areas in Scotland," Journal of Agricultural Economics, Wiley Blackwell, vol. 49(1), pages 1-15, March.
    37. Jeff Bennett & Russell Blamey (ed.), 2001. "The Choice Modelling Approach to Environmental Valuation," Books, Edward Elgar Publishing, number 2028.
    38. Olschewski, Roland & Bebi, Peter & Teich, Michaela & Wissen Hayek, Ulrike & Grêt-Regamey, Adrienne, 2012. "Avalanche protection by forests — A choice experiment in the Swiss Alps," Forest Policy and Economics, Elsevier, vol. 17(C), pages 19-24.
    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. Marta Meleddu, 2016. "Repeating discrete choice experiments to estimate public preferences in a case of costal land use policy," ECONOMICS AND POLICY OF ENERGY AND THE ENVIRONMENT, FrancoAngeli Editore, vol. 2016(1), pages 47-72.
    2. Zhaohui Zhang & Krishna P. Paudel & Kamal Upadhyaya, 2023. "Preference for rural living environment improvement initiatives in China," American Journal of Economics and Sociology, Wiley Blackwell, vol. 82(1), pages 61-78, January.
    3. Castillo-Eguskitza, Nekane & Hoyos, David & Onaindia, Miren & Czajkowski, Mikolaj, 2019. "Unraveling local preferences and willingness to pay for different management scenarios: A choice experiment to biosphere reserve management," Land Use Policy, Elsevier, vol. 88(C).
    4. Imamura, Kohei & Takano, Kohei Takenaka & Kumagai, Naoki H. & Yoshida, Yumi & Yamano, Hiroya & Fujii, Masahiko & Nakashizuka, Tohru & Managi, Shunsuke, 2020. "Valuation of coral reefs in Japan: Willingness to pay for conservation and the effect of information," Ecosystem Services, Elsevier, vol. 46(C).
    5. Riccardo Scarpa & Cristiano Franceschinis & Mara Thiene, 2017. "A Monte Carlo Evaluation of the Logit-Mixed Logit under Asymmetry and Multimodality," Working Papers in Economics 17/23, University of Waikato.
    6. Sagebiel, Julian & Glenk, Klaus & Meyerhoff, Jürgen, 2017. "Spatially explicit demand for afforestation," Forest Policy and Economics, Elsevier, vol. 78(C), pages 190-199.
    7. Maria Gabriella Trovato & Dana Ali & Jessica Nicolas & Ammar El Halabi & Sarah Meouche, 2017. "Landscape Risk Assessment Model and Decision Support System for the Protection of the Natural and Cultural Heritage in the Eastern Mediterranean Area," Land, MDPI, vol. 6(4), pages 1-27, November.
    8. Raviv, Orna & Tchetchik, Anat & Lotan, Alon & Izhaki, Ido & Zemah Shamir, Shiri, 2021. "Direct and indirect valuation of air-quality regulation service as reflected in the preferences towards distinct types of landscape in a biosphere reserve," Ecological Economics, Elsevier, vol. 180(C).
    9. Mariel, Petr & Artabe, Alaitz, 2020. "Interpreting correlated random parameters in choice experiments," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).

    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. De Ayala Bilbao, Amaya & Hoyos Ramos, David & Mariel Chladkova, Petr, 2012. "Landscape valuation through discrete choice experiments: Current practice and future research reflections," BILTOKI 1134-8984, Universidad del País Vasco - Departamento de Economía Aplicada III (Econometría y Estadística).
    2. 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.
    3. Haghani, Milad & Bliemer, Michiel C.J. & Hensher, David A., 2021. "The landscape of econometric discrete choice modelling research," Journal of choice modelling, Elsevier, vol. 40(C).
    4. Hoyos, David & Mariel, Petr & Pascual, Unai & Etxano, Iker, 2012. "Valuing a Natura 2000 network site to inform land use options using a discrete choice experiment: An illustration from the Basque Country," Journal of Forest Economics, Elsevier, vol. 18(4), pages 329-344.
    5. Domínguez-Torreiro, Marcos & Soliño, Mario, 2011. "Provided and perceived status quo in choice experiments: Implications for valuing the outputs of multifunctional rural areas," Ecological Economics, Elsevier, vol. 70(12), pages 2523-2531.
    6. 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.
    7. Richard T. Carson & Miko_aj Czajkowski, 2014. "The discrete choice experiment approach to environmental contingent valuation," Chapters, in: Stephane Hess & Andrew Daly (ed.), Handbook of Choice Modelling, chapter 9, pages 202-235, Edward Elgar Publishing.
    8. De Valck, Jeremy & Vlaeminck, Pieter & Liekens, Inge & Aertsens, Joris & Chen, Wendy & Vranken, Liesbet, 2012. "The sources of preference heterogeneity for nature restoration scenarios," Working Papers 146522, Katholieke Universiteit Leuven, Centre for Agricultural and Food Economics.
    9. Waleska Sigüernza & Petr Mariel, 2013. "Valoración económica de los servicios sanitarios en la Comunidad Autónoma del País Vasco," Hacienda Pública Española / Review of Public Economics, IEF, vol. 207(4), pages 71-99, December.
    10. Hoyos Ramos, David, 2010. "Using discrete choice experiments for environmental valuation," BILTOKI 1134-8984, Universidad del País Vasco - Departamento de Economía Aplicada III (Econometría y Estadística).
    11. Jesús Clemente López & Pedro García Castrillo & María A. González Alvarez & Marcos Sanso Frago, 2014. "Una evaluación de la efectividad de la formación ocupacional para desempleados antes y después de la crisis económica: el caso de Aragón," Hacienda Pública Española / Review of Public Economics, IEF, vol. 208(1), pages 77-106, March.
    12. Christos Makriyannis & Robert J. Johnston & Ewa Zawojska, 2022. "Do numerical probabilities promote informed stated preference responses under inherent uncertainty? Insight from a coastal adaptation choice experiment," Working Papers 2022-05, Faculty of Economic Sciences, University of Warsaw.
    13. Halkos, George & Galani, Georgia, 2016. "Assessing willingness to pay for marine and coastal ecosystems: A Case Study in Greece," MPRA Paper 68767, University Library of Munich, Germany.
    14. Eggert, Håkan & Olsson, Björn, 2004. "Heterogeneous preferences for marine amenities: A choice experiment applied to water quality," Working Papers in Economics 126, University of Gothenburg, Department of Economics.
    15. Helen Scarborough & Jeff Bennett, 2012. "Cost–Benefit Analysis and Distributional Preferences," Books, Edward Elgar Publishing, number 14376.
    16. Vecchiato, D. & Tempesta, T., 2013. "Valuing the benefits of an afforestation project in a peri-urban area with choice experiments," Forest Policy and Economics, Elsevier, vol. 26(C), pages 111-120.
    17. H. Holly Wang & Lu Liu & David L. Ortega & Yu Jiang & Qiujie Zheng, 2020. "Are smallholder farmers willing to pay for different types of crop insurance? An application of labelled choice experiments to Chinese corn growers," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 45(1), pages 86-110, January.
    18. Jan Vanstockem & Liesbet Vranken & Brent Bleys & Ben Somers & Martin Hermy, 2018. "Do Looks Matter? A Case Study on Extensive Green Roofs Using Discrete Choice Experiments," Sustainability, MDPI, vol. 10(2), pages 1-15, January.
    19. Holland, Benedict M. & Johnston, Robert J., 2015. "Capturing More Relevant Measures of Spatial Heterogeneity in Stated Preference Willingness to Pay: Using an Iterative Grid Search Algorithm to Quantify Proximate Environmental Impacts," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205450, Agricultural and Applied Economics Association.

    More about this item

    Keywords

    European Landscape Convention; Discrete Choice Experiment; Llanada Alavesa; Random Parameter Logit; Willingness to pay; Welfare measure;
    All these keywords.

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • Q24 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Land
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

    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:eee:foreco:v:21:y:2015:i:2:p:79-96. 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: http://www.elsevier.com/wps/find/journaldescription.cws_home/701775/description#description .

    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.