IDEAS home Printed from https://ideas.repec.org/a/eee/forpol/v71y2016icp71-79.html
   My bibliography  Save this article

Latent preferences of residents regarding an urban forest recreation setting in Ljubljana, Slovenia

Author

Listed:
  • Japelj, Anže
  • Mavsar, Robert
  • Hodges, Donald
  • Kovač, Marko
  • Juvančič, Luka

Abstract

The goal of this study is to assess residents' preferences for a set of attributes describing the recreation setting in an urban forest (outstanding trees, forest openings, waymarks and information boards, and paved walking trails) and to explore the heterogeneity of those preferences. It was captured by a four-class latent class model used to segment a sample of residents of Ljubljana (the capital of Slovenia), who responded to a choice experiment-based poll. The survey focused on the Rožnik urban forest, for which preferences (also willingness-to-pay) for hypothetical changes in the attributes were assessed. Respondents in class 1 were invariant to changes in the recreation setting. Those in class 2 and 4 stated positive preferences for having more outstanding trees. Class 3 and 4 were in favour of increasing the area of forest openings and enhancing the maintenance of waymarks and information boards. Those in class 4 expressed positive preferences for more walking trails, whereas class 3 valued this negatively. Class membership was affected by respondent age, number of adults in the household, frequency of forest visits, income, and purpose of the visit.

Suggested Citation

  • Japelj, Anže & Mavsar, Robert & Hodges, Donald & Kovač, Marko & Juvančič, Luka, 2016. "Latent preferences of residents regarding an urban forest recreation setting in Ljubljana, Slovenia," Forest Policy and Economics, Elsevier, vol. 71(C), pages 71-79.
  • Handle: RePEc:eee:forpol:v:71:y:2016:i:c:p:71-79
    DOI: 10.1016/j.forpol.2015.10.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1389934115300514
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.forpol.2015.10.003?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. Danny Campbell & Suzanne Elizabeth Vedel & Bo Jellesmark Thorsen & Jette Bredahl Jacobsen, 2014. "Heterogeneity in the WTP for recreational access: distributional aspects," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 57(8), pages 1200-1219, August.
    2. 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.
    3. 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.
    4. 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.
    5. Jill Windle & John Rolfe, 2011. "Comparing Responses from Internet and Paper-Based Collection Methods in more Complex Stated Preference Environmental Valuation Surveys," Economic Analysis and Policy, Elsevier, vol. 41(1), pages 83-97, March.
    6. Lindhjem, Henrik & Navrud, Ståle, 2011. "Are Internet surveys an alternative to face-to-face interviews in contingent valuation?," Ecological Economics, Elsevier, vol. 70(9), pages 1628-1637, July.
    7. 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.
    8. N. D. Hanley & R. J. Ruffell, 1993. "The Contingent Valuation Of Forest Characteristics: Two Experiments," Journal of Agricultural Economics, Wiley Blackwell, vol. 44(2), pages 218-229, May.
    9. Bujosa Bestard, Angel & Font, Antoni Riera, 2009. "Environmental diversity in recreational choice modelling," Ecological Economics, Elsevier, vol. 68(11), pages 2743-2750, September.
    10. Christie, Michael & Hanley, Nick & Hynes, Stephen, 2007. "Valuing enhancements to forest recreation using choice experiment and contingent behaviour methods," Journal of Forest Economics, Elsevier, vol. 13(2-3), pages 75-102, August.
    11. 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.
    12. Riera, Pere & Mogas, Joan, 2004. "Evaluation of a risk reduction in forest fires in a Mediterranean region," Forest Policy and Economics, Elsevier, vol. 6(6), pages 521-528, October.
    13. 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).
    14. Peter Boxall & Wiktor Adamowicz, 2002. "Understanding Heterogeneous Preferences in Random Utility Models: A Latent Class Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 23(4), pages 421-446, December.
    15. Germann-Chiari, Christina & Seeland, Klaus, 2004. "Are urban green spaces optimally distributed to act as places for social integration? Results of a geographical information system (GIS) approach for urban forestry research," Forest Policy and Economics, Elsevier, vol. 6(1), pages 3-13, January.
    16. 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.
    17. Stephen Hynes & Nick Hanley & Riccardo Scarpa, 2008. "Effects on Welfare Measures of Alternative Means of Accounting for Preference Heterogeneity in Recreational Demand Models," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(4), pages 1011-1027.
    18. Nielsen, Jytte Seested, 2011. "Use of the Internet for willingness-to-pay surveys: A comparison of face-to-face and web-based interviews," Resource and Energy Economics, Elsevier, vol. 33(1), pages 119-129, January.
    19. Fosgerau, Mogens, 2006. "Investigating the distribution of the value of travel time savings," Transportation Research Part B: Methodological, Elsevier, vol. 40(8), pages 688-707, September.
    20. 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.
    21. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74, pages 132-132.
    22. Bujosa Bestard, Angel & Riera Font, Antoni, 2010. "Estimating the aggregate value of forest recreation in a regional context," Journal of Forest Economics, Elsevier, vol. 16(3), pages 205-216, August.
    23. Mavsar, Robert & Japelj, Anže & Kovač, Marko, 2013. "Trade-offs between fire prevention and provision of ecosystem services in Slovenia," Forest Policy and Economics, Elsevier, vol. 29(C), pages 62-69.
    24. Angel Bujosa & Antoni Riera & Robert Hicks, 2010. "Combining Discrete and Continuous Representations of Preference Heterogeneity: A Latent Class Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 47(4), pages 477-493, December.
    25. Ian J. Bateman & Richard T. Carson & Brett Day & Michael Hanemann & Nick Hanley & Tannis Hett & Michael Jones-Lee & Graham Loomes, 2002. "Economic Valuation with Stated Preference Techniques," Books, Edward Elgar Publishing, number 2639.
    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. Zhang, Yingjie & Zhang, Tianzheng & Zeng, Yingxiang & Cheng, Baodong & Li, Hongxun, 2021. "Designating National Forest Cities in China: Does the policy improve the urban living environment?," Forest Policy and Economics, Elsevier, vol. 125(C).
    2. Hodges, Donald G. & Zadnik Stirn, Lidija & Grebner, Donald L., 2016. "Integrating ecosystem service concepts into valuation and management decisions," Forest Policy and Economics, Elsevier, vol. 71(C), pages 61-62.
    3. Tavárez, Héctor & Elbakidze, Levan, 2019. "Valuing recreational enhancements in the San Patricio Urban Forest of Puerto Rico: A choice experiment approach," Forest Policy and Economics, Elsevier, vol. 109(C).
    4. Irina Iulia Năstase & Ileana Pătru-Stupariu & Felix Kienast, 2019. "Landscape Preferences and Distance Decay Analysis for Mapping the Recreational Potential of an Urban Area," Sustainability, MDPI, vol. 11(13), pages 1-19, July.
    5. Sung-Kwon Hong & Ju-Mi Kim & Hyun-Kil Jo & Sang-Woo Lee, 2018. "Monetary Valuation of Urban Forest Attributes in Highly Developed Urban Environments: An Experimental Study Using a Conjoint Choice Model," Sustainability, MDPI, vol. 10(7), pages 1-22, July.
    6. Fuer Ning & Sheng-Jung Ou, 2021. "Analyzing Residents’ Landscape Preferences after Changes of Landscape Characteristics: A Qualitative Perspective," Land, MDPI, vol. 10(11), pages 1-24, October.
    7. Vujcic, Maja & Tomicevic-Dubljevic, Jelena, 2018. "Urban forest benefits to the younger population: The case study of the city of Belgrade, Serbia," Forest Policy and Economics, Elsevier, vol. 96(C), pages 54-62.
    8. Shixian Luo & Jing Xie & Katsunori Furuya, 2021. "“We Need such a Space”: Residents’ Motives for Visiting Urban Green Spaces during the COVID-19 Pandemic," Sustainability, MDPI, vol. 13(12), pages 1-18, June.

    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. Contu, Davide & Strazzera, Elisabetta & Mourato, Susana, 2016. "Modeling individual preferences for energy sources: The case of IV generation nuclear energy in Italy," Ecological Economics, Elsevier, vol. 127(C), pages 37-58.
    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. Balaine, Lorraine & Gallai, Nicola & Del Corso, Jean-Pierre & Kephaliacos, Charilaos, 2020. "Trading off environmental goods for compensations: Insights from traditional and deliberative valuation methods in the Ecuadorian Amazon," Ecosystem Services, Elsevier, vol. 43(C).
    5. Novikova, Anastasija & Rocchi, Lucia & Vitunskienė, Vlada, 2017. "Assessing the benefit of the agroecosystem services: Lithuanian preferences using a latent class approach," Land Use Policy, Elsevier, vol. 68(C), pages 277-286.
    6. Jae Eun You & Jong Woo Choi, 2022. "An analysis of food culture and technology acceptance for youth: Using a choice experiment and a latent class model," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(2), pages 510-522, March.
    7. 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.
    8. Kloos, Julia & Tsegai, Daniel W., 2009. "Preferences for domestic water services in the Middle Olifants sub-basin of South Africa," Discussion Papers 49970, University of Bonn, Center for Development Research (ZEF).
    9. Angel Bujosa & Antoni Riera & Robert Hicks, 2010. "Combining Discrete and Continuous Representations of Preference Heterogeneity: A Latent Class Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 47(4), pages 477-493, December.
    10. Eric Ruto & Riccardo Scarpa, 2010. "Using Choice Experiments to Investigate Preferences for Cattle Traits in Kenya," Chapters, in: Jeff Bennett & Ekin Birol (ed.), Choice Experiments in Developing Countries, chapter 14, Edward Elgar Publishing.
    11. 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.
    12. Varela, Elsa & Jacobsen, Jette Bredahl & Soliño, Mario, 2014. "Understanding the heterogeneity of social preferences for fire prevention management," Ecological Economics, Elsevier, vol. 106(C), pages 91-104.
    13. Iván Pérez-Rubio & Daniel Flores & Christian Vargas & Francisco Jiménez & Iker Etxano, 2021. "To What Extent Are Cattle Ranching Landholders Willing to Restore Ecosystem Services? Constructing a Micro-Scale PES Scheme in Southern Costa Rica," Land, MDPI, vol. 10(7), pages 1-24, July.
    14. 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.
    15. del Saz Salazar, Salvador & Hernandez Sancho, Francesc & Sala Garrido, Ramon, 2009. "Estimación del valor económico de la calidad del agua de un río mediante una doble aproximación: una aplicación de los principios económicos de la Directiva Marco del Agua," Economia Agraria y Recursos Naturales, Spanish Association of Agricultural Economists, vol. 9(01), pages 1-27.
    16. Stine Broch & Suzanne Vedel, 2012. "Using Choice Experiments to Investigate the Policy Relevance of Heterogeneity in Farmer Agri-Environmental Contract Preferences," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 51(4), pages 561-581, April.
    17. Gebreegziabher, Z. & Mekonnen, A. & Beyene, A.D. & Hagos, F., 2018. "Valuation of access to irrigation water in rural Ethiopia: application of choice experiment and contingent valuation methods," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277168, International Association of Agricultural Economists.
    18. Joan Mogas & Pere Riera & Raul Brey, 2009. "Combining Contingent Valuation and Choice Experiments. A Forestry Application in Spain," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 43(4), pages 535-551, August.
    19. 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.
    20. 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).

    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:forpol:v:71:y:2016:i:c:p:71-79. 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/locate/forpol .

    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.