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Contrasting the collective social value of outdoor recreation and the substitutability of nature areas using hot spot mapping

Author

Listed:
  • DE VALCK, Jeremy
  • BROEKX, Steven
  • LIEKENS, Inge
  • DE NOCKER, Leo
  • VAN ORSHOVEN, Jos
  • VRANKEN, Liesbet

Abstract

This paper investigates one specific cultural ecosystem service: outdoor recreation. We present a methodology to map the collective social value of outdoor recreation and identify the substitutability among nature sites within a specific spatial context. This methodology is applied to the province of Antwerp, Belgium. We propose an indicator of substitutability among nature areas, contrasting unique but poorly substitutable sites (hot spots) with highly substitutable sites (cold spots). Using a combination of survey information, public participation GIS (PPGIS) and kernel density mapping, we produce density surfaces representing the distribution of the collective social value attributed to outdoor recreation. We also compute Getis-Ord Gi* spatial statistics to identify local outdoor recreation clusters. In addition, we explore how recreational behaviour affects substitutability. Our results suggest a duality between the social value of outdoor recreation and the level of substitutability among nature sites. Highly substitutable sites tend to be found near areas of higher population density, which are as well sites of higher social value. Individual-specific parameters such as the type of recreational activity appear to substantially modify substitutability patterns among nature sites. We conclude by discussing the methodological and policy-related implications of this research.

Suggested Citation

  • DE VALCK, Jeremy & BROEKX, Steven & LIEKENS, Inge & DE NOCKER, Leo & VAN ORSHOVEN, Jos & VRANKEN, Liesbet, 2015. "Contrasting the collective social value of outdoor recreation and the substitutability of nature areas using hot spot mapping," Working Papers 208359, Katholieke Universiteit Leuven, Centre for Agricultural and Food Economics.
    • Handle: RePEc:ags:kucawp:208359
    DOI: 10.22004/ag.econ.208359
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    References listed on IDEAS

    as
    1. Ellen Moons & Bert Saveyn & Stef Proost & Martin Hermy, 2005. "Optimal Location of New Forests in a Suburban Area," ERSA conference papers ersa05p58, European Regional Science Association.
    2. Danny Campbell & W George Hutchinson & Riccardo Scarpa, 2009. "Using Choice Experiments to Explore the Spatial Distribution of Willingness to Pay for Rural Landscape Improvements," Environment and Planning A, , vol. 41(1), pages 97-111, January.
    3. Ronald G. Cummings & Philip T. Ganderton & Thomas McGuckin, 1994. "Substitution Effects in CVM Values," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(2), pages 205-214.
    4. Hausman, Jerry A. & Leonard, Gregory K. & McFadden, Daniel, 1995. "A utility-consistent, combined discrete choice and count data model Assessing recreational use losses due to natural resource damage," Journal of Public Economics, Elsevier, vol. 56(1), pages 1-30, January.
    5. Bateman, Ian J. & Day, Brett H. & Georgiou, Stavros & Lake, Iain, 2006. "The aggregation of environmental benefit values: Welfare measures, distance decay and total WTP," Ecological Economics, Elsevier, vol. 60(2), pages 450-460, December.
    6. Boxall, Peter C. & Adamowicz, Wiktor L. & Swait, Joffre & Williams, Michael & Louviere, Jordan, 1996. "A comparison of stated preference methods for environmental valuation," Ecological Economics, Elsevier, vol. 18(3), pages 243-253, September.
    7. Hoehn John P. & Loomis John B., 1993. "Substitution Effects in the Valuation of Multiple Environmental Programs," Journal of Environmental Economics and Management, Elsevier, vol. 25(1), pages 56-75, July.
    8. Moons, Ellen & Saveyn, Bert & Proost, Stef & Hermy, Martin, 2008. "Optimal location of new forests in a suburban region," Journal of Forest Economics, Elsevier, vol. 14(1), pages 5-27, January.
    9. Robert Johnston & Mahesh Ramachandran, 2014. "Modeling Spatial Patchiness and Hot Spots in Stated Preference Willingness to Pay," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 59(3), pages 363-387, November.
    10. Marije Schaafsma & Roy Brouwer & Alison Gilbert & Jeroen van den Bergh & Alfred Wagtendonk, 2013. "Estimation of Distance-Decay Functions to Account for Substitution and Spatial Heterogeneity in Stated Preference Research," Land Economics, University of Wisconsin Press, vol. 89(3), pages 514-537.
    11. Danny Campbell & Riccardo Scarpa & W. Hutchinson, 2008. "Assessing the spatial dependence of welfare estimates obtained from discrete choice experiments," Letters in Spatial and Resource Sciences, Springer, vol. 1(2), pages 117-126, December.
    12. Elisabeth Deutskens & Ko de Ruyter & Martin Wetzels & Paul Oosterveld, 2004. "Response Rate and Response Quality of Internet-Based Surveys: An Experimental Study," Marketing Letters, Springer, vol. 15(1), pages 21-36, February.
    13. Tyrvainen, Liisa & Miettinen, Antti, 2000. "Property Prices and Urban Forest Amenities," Journal of Environmental Economics and Management, Elsevier, vol. 39(2), pages 205-223, March.
    14. Nick Hanley & W. Douglass Shaw & Robert E. Wright (ed.), 2003. "The New Economics of Outdoor Recreation," Books, Edward Elgar Publishing, number 2712.
    15. Jens Abildtrup & Søren Bøye Olsen & Anne Stenger, 2015. "Combining RP and SP data while accounting for large choice sets and travel mode - an application to forest recreation," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 4(2), pages 177-201, July.
    16. Jørgensen, Sisse Liv & Olsen, Søren Bøye & Ladenburg, Jacob & Martinsen, Louise & Svenningsen, Stig Roar & Hasler, Berit, 2013. "Spatially induced disparities in users' and non-users' WTP for water quality improvements—Testing the effect of multiple substitutes and distance decay," Ecological Economics, Elsevier, vol. 92(C), pages 58-66.
    17. De Valck, Jeremy & Broekx, Steven & Liekens, Inge & Aertsens, Joris & Vranken, Liesbet, 2014. "Testing the influence of substitutes in nature valuation by using spatial discounting factors," Working Papers 182808, Katholieke Universiteit Leuven, Centre for Agricultural and Food Economics.
    18. Mara Thiene & Riccardo Scarpa, 2008. "Hiking in the Alps: Exploring Substitution Patterns of Hiking Destinations," Tourism Economics, , vol. 14(2), pages 263-282, June.
    19. I. Bateman & R. Brouwer & S. Ferrini & M. Schaafsma & D. Barton & A. Dubgaard & B. Hasler & S. Hime & I. Liekens & S. Navrud & L. De Nocker & R. Ščeponavičiūtė & D. Semėnienė, 2011. "Making Benefit Transfers Work: Deriving and Testing Principles for Value Transfers for Similar and Dissimilar Sites Using a Case Study of the Non-Market Benefits of Water Quality Improvements Across E," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 50(3), pages 365-387, November.
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    Cited by:

    1. Santos, Eleonora & Khan, Shahed, 2018. "The Impact of Foreign Participation in Outdoor Tourism Activities on Job Creation," EconStor Preprints 183581, ZBW - Leibniz Information Centre for Economics.
    2. 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.

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