IDEAS home Printed from https://ideas.repec.org/p/ags/aaea14/170191.html
   My bibliography  Save this paper

Spatially-Referenced Choice Experiments: Tests of Individualized Geocoding in Stated Preference Questionnaires

Author

Listed:
  • Holland, Benedict M.
  • Johnston, Robert J.

Abstract

Maps in stated preference surveys rarely identify the location of respondents’ homes. This standard approach is grounded in the assumption that respondents are aware of their exact household locations relative to mapped policy effects, and hence possess sufficient understanding of spatial relationships to support well-informed preference elicitation. The validity this assumption is rarely if ever tested. This paper evaluates this nearly universal practice of generic policy-area mapping in choice experiments. This is compared to a more information-intensive alternative in which individualized maps pinpoint the location of each respondent’s household relative to policy effects. The latter approach requires a unique map to be generated for each respondent. Methods and results are illustrated using an application to riparian land restoration in south coastal Maine. Comparison of the results from these two approaches illustrates the implications of stated preference survey design that provides additional cartographic detail, and suggests the potential limitations of generic policy area maps.

Suggested Citation

  • Holland, Benedict M. & Johnston, Robert J., 2014. "Spatially-Referenced Choice Experiments: Tests of Individualized Geocoding in Stated Preference Questionnaires," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170191, Agricultural and Applied Economics Association.
  • Handle: RePEc:ags:aaea14:170191
    DOI: 10.22004/ag.econ.170191
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/170191/files/Spatially_Referenced_Choice_Experiments_id_4494.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Johnston, Robert J. & Segerson, Kathleen & Schultz, Eric T. & Besedin, Elena Y. & Ramachandran, Mahesh, 2011. "Indices of biotic integrity in stated preference valuation of aquatic ecosystem services," Ecological Economics, Elsevier, vol. 70(11), pages 1946-1956, September.
    2. 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.
    3. 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.
    4. 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.
    5. Ian Bateman & Ian Langford & Naohito Nishikawa & Iain Lake, 2000. "The Axford Debate Revisited: A Case Study Illustrating Different Approaches to the Aggregation of Benefits Data," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 43(2), pages 291-302.
    6. John M. Rose & Michiel C. J. Bliemer, 2008. "Constructing Efficient Stated Choice Experimental Designs," Transport Reviews, Taylor & Francis Journals, vol. 29(5), pages 587-617, October.
    7. Schaafsma, Marije & Brouwer, Roy & Rose, John, 2012. "Directional heterogeneity in WTP models for environmental valuation," Ecological Economics, Elsevier, vol. 79(C), pages 21-31.
    8. Johnston, Robert J. & Schultz, Eric T. & Segerson, Kathleen & Besedin, Elena Y. & Ramachandran, Mahesh, 2013. "Stated Preferences for Intermediate versus Final Ecosystem Services: Disentangling Willingness to Pay for Omitted Outcomes," Agricultural and Resource Economics Review, Cambridge University Press, vol. 42(1), pages 98-118, April.
    9. 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.
    10. Hoehn, John P. & Randall, Alan, 2002. "The effect of resource quality information on resource injury perceptions and contingent values," Resource and Energy Economics, Elsevier, vol. 24(1-2), pages 13-31, February.
    11. Ian Bateman & Ian Langford, 1997. "Non-users' Willingness to Pay for a National Park: An Application and Critique of the Contingent Valuation Method," Regional Studies, Taylor & Francis Journals, vol. 31(6), pages 571-582.
    12. 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.
    13. Nick Hanley & David Bell & Begona Alvarez-Farizo, 2003. "Valuing the Benefits of Coastal Water Quality Improvements Using Contingent and Real Behaviour," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 24(3), pages 273-285, March.
    14. John Rolfe & Jill Windle, 2012. "Distance Decay Functions for Iconic Assets: Assessing National Values to Protect the Health of the Great Barrier Reef in Australia," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 53(3), pages 347-365, November.
    15. Abildtrup, Jens & Garcia, Serge & Olsen, Søren Bøye & Stenger, Anne, 2013. "Spatial preference heterogeneity in forest recreation," Ecological Economics, Elsevier, vol. 92(C), pages 67-77.
    16. Gregory L. Poe & Kelly L. Giraud & John B. Loomis, 2005. "Computational Methods for Measuring the Difference of Empirical Distributions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 353-365.
    17. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555.
    18. Mark Morrison & Jeff Bennett, 2004. "Valuing New South Wales rivers for use in benefit transfer," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(4), pages 591-611, December.
    19. Meyerhoff, Jürgen, 2013. "Do turbines in the vicinity of respondents' residences influence choices among programmes for future wind power generation?," Journal of choice modelling, Elsevier, vol. 7(C), pages 58-71.
    20. Danny Campbell & W. Hutchinson & Riccardo Scarpa, 2008. "Incorporating Discontinuous Preferences into the Analysis of Discrete Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 41(3), pages 401-417, November.
    21. 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.
    22. W. Michael Hanemann, 1984. "Welfare Evaluations in Contingent Valuation Experiments with Discrete Responses," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(3), pages 332-341.
    23. Yao, Richard T. & Scarpa, Riccardo & Turner, James A. & Barnard, Tim D. & Rose, John M. & Palma, João H.N. & Harrison, Duncan R., 2014. "Valuing biodiversity enhancement in New Zealand's planted forests: Socioeconomic and spatial determinants of willingness-to-pay," Ecological Economics, Elsevier, vol. 98(C), pages 90-101.
    24. Minjuan Zhao & Robert Johnston & Eric Schultz, 2013. "What to Value and How? Ecological Indicator Choices in Stated Preference Valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 56(1), pages 3-25, September.
    25. Pate, Jennifer & Loomis, John, 1997. "The effect of distance on willingness to pay values: a case study of wetlands and salmon in California," Ecological Economics, Elsevier, vol. 20(3), pages 199-207, March.
    26. Ronald J. Sutherland & Richard G. Walsh, 1985. "Effect of Distance on the Preservation Value of Water Quality," Land Economics, University of Wisconsin Press, vol. 64(3), pages 281-291.
    27. 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.
    28. Roy Brouwer & Julia Martin-Ortega & RJulio Berbel, 2010. "Spatial Preference Heterogeneity: A Choice Experiment," Land Economics, University of Wisconsin Press, vol. 86(3).
    29. Robert J. Johnston & RStephen K. Swallow & Dana Marie Bauer, 2002. "Spatial Factors and Stated Preference Values for Public Goods: Considerations for Rural Land Use," Land Economics, University of Wisconsin Press, vol. 78(4), pages 481-500.
    30. Carson, Richard T., 1998. "Valuation of tropical rainforests: philosophical and practical issues in the use of contingent valuation," Ecological Economics, Elsevier, vol. 24(1), pages 15-29, January.
    31. Brian Roe & Elena G. Irwin & Hazel A. Morrow-Jones, 2004. "The Effects of Farmland, Farmland Preservation, and Other Neighborhood Amenities on Housing Values and Residential Growth," Land Economics, University of Wisconsin Press, vol. 80(1), pages 55-75.
    32. Robert J. Johnston & Joshua M. Duke, 2009. "Informing Preservation of Multifunctional Agriculture when Primary Research Is Unavailable: An Application of Meta-Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(5), pages 1353-1359.
    33. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
    34. John B. Loomis, 2000. "Vertically Summing Public Good Demand Curves: An Empirical Comparison of Economic versus Political Jurisdictions," Land Economics, University of Wisconsin Press, vol. 76(2), pages 312-321.
    35. Robert J. Johnston & Eric T. Schultz & Kathleen Segerson & Elena Y. Besedin & Mahesh Ramachandran, 2012. "Enhancing the Content Validity of Stated Preference Valuation: The Structure and Function of Ecological Indicators," Land Economics, University of Wisconsin Press, vol. 88(1), pages 102-120.
    36. Georgiou, Stavros & Bateman, Ian J. & Langford, Ian H. & Day, Rosemary J., 2000. "Coastal bathing water health risks: developing means of assessing the adequacy of proposals to amend the 1976 EC directive," Risk, Decision and Policy, Cambridge University Press, vol. 5(1), pages 49-68, April.
    37. Ikuho Yamada & Jean-Claude Thill, 2003. "Enhancing stated preference surveys in transportation research: the contribution of geographic information systems," Transportation Planning and Technology, Taylor & Francis Journals, vol. 26(5), pages 377-396, October.
    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. Spencer-Cotton, Alaya & Burton, Michael & Kragt, Marit Ellen, 2016. "Scope and scale in valuing coastal management in the remote Kimberley region of Australia," Working Papers 249272, University of Western Australia, School of Agricultural and Resource Economics.

    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. 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.
    2. Holland, Benedict M. & Johnston, Robert J., 2017. "Optimized quantity-within-distance models of spatial welfare heterogeneity," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 110-129.
    3. 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.
    4. Bakhtiari, Fatemeh & Jacobsen, Jette Bredahl & Thorsen, Bo Jellesmark & Lundhede, Thomas Hedemark & Strange, Niels & Boman, Mattias, 2018. "Disentangling Distance and Country Effects on the Value of Conservation across National Borders," Ecological Economics, Elsevier, vol. 147(C), pages 11-20.
    5. Klaus Glenk & Robert J. Johnston & Jürgen Meyerhoff & Julian Sagebiel, 2020. "Spatial Dimensions of Stated Preference Valuation in Environmental and Resource Economics: Methods, Trends and Challenges," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(2), pages 215-242, February.
    6. Tomas Badura & Silvia Ferrini & Michael Burton & Amy Binner & Ian J. Bateman, 2020. "Using Individualised Choice Maps to Capture the Spatial Dimensions of Value Within Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(2), pages 297-322, February.
    7. 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.
    8. Robert J. Johnston & Elena Y. Besedin & Benedict M. Holland, 2019. "Modeling Distance Decay Within Valuation Meta-Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 72(3), pages 657-690, March.
    9. Johnston, Robert J. & Ramachandran, Mahesh & Schultz, Eric T. & Segerson, Kathleen & Besedin, Elena Y., 2011. "Characterizing Spatial Pattern in Ecosystem Service Values when Distance Decay Doesn’t Apply: Choice Experiments and Local Indicators of Spatial Association," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103374, Agricultural and Applied Economics Association.
    10. Choi, Andy S., 2013. "Nonmarket values of major resources in the Korean DMZ areas: A test of distance decay," Ecological Economics, Elsevier, vol. 88(C), pages 97-107.
    11. Balderas Torres, Arturo & MacMillan, Douglas C. & Skutsch, Margaret & Lovett, Jon C., 2015. "Reprint of ‘Yes-in-my-backyard’: Spatial differences in the valuation of forest services and local co-benefits for carbon markets in México," Ecological Economics, Elsevier, vol. 117(C), pages 283-294.
    12. Balderas Torres, Arturo & MacMillan, Douglas C. & Skutsch, Margaret & Lovett, Jon C., 2015. "‘Yes-in-my-backyard’: Spatial differences in the valuation of forest services and local co-benefits for carbon markets in México," Ecological Economics, Elsevier, vol. 109(C), pages 130-141.
    13. Schaafsma, Marije & Brouwer, Roy & Rose, John, 2012. "Directional heterogeneity in WTP models for environmental valuation," Ecological Economics, Elsevier, vol. 79(C), pages 21-31.
    14. Nielsen, Anne Sofie Elberg & Lundhede, Thomas Hedemark & Jacobsen, Jette Bredahl, 2016. "Local consequences of national policies - A spatial analysis of preferences for forest access reduction," Forest Policy and Economics, Elsevier, vol. 73(C), pages 68-77.
    15. He, Jie & Huang, Anping & Xu, Luodan, 2015. "Spatial heterogeneity and transboundary pollution: A contingent valuation (CV) study on the Xijiang River drainage basin in south China," China Economic Review, Elsevier, vol. 36(C), pages 101-130.
    16. Jae Kim & Seung-Nam Kim & Soogwan Doh, 2015. "The distance decay of willingness to pay and the spatial distribution of benefits and costs for the ecological restoration of an urban branch stream in Ulsan, South Korea," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(3), pages 835-853, May.
    17. Joffre Swait & Cristiano Franceschinis & Mara Thiene, 2020. "Antecedent Volition and Spatial Effects: Can Multiple Goal Pursuit Mitigate Distance Decay?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(2), pages 243-270, February.
    18. 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.
    19. Yao, Richard T. & Scarpa, Riccardo & Turner, James A. & Barnard, Tim D. & Rose, John M. & Palma, João H.N. & Harrison, Duncan R., 2014. "Valuing biodiversity enhancement in New Zealand's planted forests: Socioeconomic and spatial determinants of willingness-to-pay," Ecological Economics, Elsevier, vol. 98(C), pages 90-101.
    20. Artell, Janne & Ahtiainen, Heini & Pouta, Eija, 2019. "Distance decay and regional statistics in international benefit transfer," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.

    More about this item

    Keywords

    Environmental Economics and Policy;

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ags:aaea14:170191. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (AgEcon Search). General contact details of provider: https://edirc.repec.org/data/aaeaaea.html .

    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 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.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.