IDEAS home Printed from https://ideas.repec.org/a/eee/ecolec/v138y2017icp64-73.html
   My bibliography  Save this article

Stability of Willingness-to-Pay for Coastal Management: A Choice Experiment Across Three Time Periods

Author

Listed:
  • Matthews, Yvonne
  • Scarpa, Riccardo
  • Marsh, Dan

Abstract

A key assumption of stated preference methods is that individuals have well-formed preferences that are robust over time. Both the discovered and constructed preference perspectives imply this is not necessarily the case. There can be a large situational component to expressed preferences that add to the uncertainty of sampling error. Most non-market valuation studies only collect data from one point in time so the degree of temporal variability cannot be tested. Test-retest studies that provide data from two points in time generally find significant differences in preference structure and willingness-to-pay (WTP). In this study we test stability of WTP for beach erosion management using a fully ranked discrete choice experiment survey with not one but two retests over a six month period. We find that stability does not improve with the additional repetition as the preference discovery hypothesis implies it might. WTP confidence intervals overlap but the models are significantly different at each point in time, even after allowing for variation in choice error. Either the survey did not facilitate sufficient preference discovery or preferences were reconstructed. However, respondents with high scores of self-reported certainty in their choices in the first survey had significantly more stable WTP estimates.

Suggested Citation

  • Matthews, Yvonne & Scarpa, Riccardo & Marsh, Dan, 2017. "Stability of Willingness-to-Pay for Coastal Management: A Choice Experiment Across Three Time Periods," Ecological Economics, Elsevier, vol. 138(C), pages 64-73.
  • Handle: RePEc:eee:ecolec:v:138:y:2017:i:c:p:64-73
    DOI: 10.1016/j.ecolecon.2017.03.031
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0921800916308473
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecolecon.2017.03.031?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. Lew, Daniel K. & Wallmo, Kristy, 2017. "Temporal stability of stated preferences for endangered species protection from choice experiments," Ecological Economics, Elsevier, vol. 131(C), pages 87-97.
    2. Scarpa, Riccardo & Willis, Ken, 2010. "Willingness-to-pay for renewable energy: Primary and discretionary choice of British households' for micro-generation technologies," Energy Economics, Elsevier, vol. 32(1), pages 129-136, January.
    3. Matthews, Yvonne & Scarpa, Riccardo & Marsh, Dan, 2017. "Using virtual environments to improve the realism of choice experiments: A case study about coastal erosion management," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 193-208.
    4. K. McConnell* & I. Strand & Sebastián Valdés, 1998. "Testing Temporal Reliability and Carry-over Effect: The Role of Correlated Responses in Test-retest Reliability Studies," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 12(3), pages 357-374, October.
    5. Schaafsma, Marije & Brouwer, Roy & Liekens, Inge & De Nocker, Leo, 2014. "Temporal stability of preferences and willingness to pay for natural areas in choice experiments: A test–retest," Resource and Energy Economics, Elsevier, vol. 38(C), pages 243-260.
    6. Jacinto Braga & Chris Starmer, 2005. "Preference Anomalies, Preference Elicitation and the Discovered Preference Hypothesis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 32(1), pages 55-89, September.
    7. Riccardo Scarpa & Danny Campbell & W. George Hutchinson, 2007. "Benefit Estimates for Landscape Improvements: Sequential Bayesian Design and Respondents’ Rationality in a Choice Experiment," Land Economics, University of Wisconsin Press, vol. 83(4), pages 617-634.
    8. Beck, Matthew J. & Rose, John M. & Hensher, David A., 2013. "Consistently inconsistent: The role of certainty, acceptability and scale in choice," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 56(C), pages 81-93.
    9. Nele Lienhoop & Marc Völker, 2016. "Preference Refinement in Deliberative Choice Experiments for Ecosystem Service Valuation," Land Economics, University of Wisconsin Press, vol. 92(3), pages 555-577.
    10. Ulf Liebe & Jürgen Meyerhoff & Volkmar Hartje, 2012. "Test–Retest Reliability of Choice Experiments in Environmental Valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 53(3), pages 389-407, November.
    11. Gregory, Robin & Lichtenstein, Sarah & Slovic, Paul, 1993. "Valuing Environmental Resources: A Constructive Approach," Journal of Risk and Uncertainty, Springer, vol. 7(2), pages 177-197, October.
    12. Fredrik Carlsson, 2010. "Design of Stated Preference Surveys: Is There More to Learn from Behavioral Economics?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 46(2), pages 167-177, June.
    13. Brouwer, Roy, 2006. "Do stated preference methods stand the test of time? A test of the stability of contingent values and models for health risks when facing an extreme event," Ecological Economics, Elsevier, vol. 60(2), pages 399-406, December.
    14. Czajkowski, Mikołaj & Barczak, Anna & Budziński, Wiktor & Giergiczny, Marek & Hanley, Nick, 2016. "Preference and WTP stability for public forest management," Forest Policy and Economics, Elsevier, vol. 71(C), pages 11-22.
    15. Roy Brouwer & Thijs Dekker & John Rolfe & Jill Windle, 2010. "Choice Certainty and Consistency in Repeated Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 46(1), pages 93-109, May.
    16. Roy Brouwer & Frank Spaninks, 1999. "The Validity of Environmental Benefits Transfer: Further Empirical Testing," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 14(1), pages 95-117, July.
    17. Marisa J. Mazzotta & James J. Opaluch, 1995. "Decision Making When Choices Are Complex: A Test of Heiner's Hypothesis," Land Economics, University of Wisconsin Press, vol. 71(4), pages 500-515.
    18. Hess, Stephane & Hensher, David A. & Daly, Andrew, 2012. "Not bored yet – Revisiting respondent fatigue in stated choice experiments," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(3), pages 626-644.
    19. LaRiviere, Jacob & Czajkowski, Mikołaj & Hanley, Nick & Aanesen, Margrethe & Falk-Petersen, Jannike & Tinch, Dugald, 2014. "The value of familiarity: Effects of knowledge and objective signals on willingness to pay for a public good," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 376-389.
    20. Day, Brett & Bateman, Ian J. & Carson, Richard T. & Dupont, Diane & Louviere, Jordan J. & Morimoto, Sanae & Scarpa, Riccardo & Wang, Paul, 2012. "Ordering effects and choice set awareness in repeat-response stated preference studies," Journal of Environmental Economics and Management, Elsevier, vol. 63(1), pages 73-91.
    21. Ryan, Mandy & Netten, Ann & Skatun, Diane & Smith, Paul, 2006. "Using discrete choice experiments to estimate a preference-based measure of outcome--An application to social care for older people," Journal of Health Economics, Elsevier, vol. 25(5), pages 927-944, September.
    22. Danny Campbell & Seda Erdem, 2015. "Position Bias in Best-worst Scaling Surveys: A Case Study on Trust in Institutions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(2), pages 526-545.
    23. 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.
    24. Ben-Akiva, Moshe & Morikawa, Takayuki & Shiroishi, Fumiaki, 1992. "Analysis of the reliability of preference ranking data," Journal of Business Research, Elsevier, vol. 24(2), pages 149-164, March.
    25. Stirling Bryan & Lisa Gold & Rob Sheldon & Martin Buxton, 2000. "Preference measurement using conjoint methods: an empirical investigation of reliability," Health Economics, John Wiley & Sons, Ltd., vol. 9(5), pages 385-395, July.
    26. Balcombe, Kelvin & Chalak, Ali & Fraser, Iain, 2009. "Model selection for the mixed logit with Bayesian estimation," Journal of Environmental Economics and Management, Elsevier, vol. 57(2), pages 226-237, March.
    27. 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.
    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. Rid, Wolfgang & Haider, Wolfgang & Ryffel, Andrea & Beardmore, Ben, 2018. "Visualisations in Choice Experiments: Comparing 3D Film-sequences and Still-images to Analyse Housing Development Alternatives," Ecological Economics, Elsevier, vol. 146(C), pages 203-217.
    2. 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.
    3. D. Fang & R. M. Nayga & H. A. Snell & G. H. West & C. Bazzani, 2019. "Evaluating USA’s New Nutrition and Supplement Facts Label: Evidence from a Non-hypothetical Choice Experiment," Journal of Consumer Policy, Springer, vol. 42(4), pages 545-562, December.
    4. Perni, Ángel & Barreiro-Hurlé, Jesús & Martínez-Paz, José Miguel, 2020. "When policy implementation failures affect public preferences for environmental goods: Implications for economic analysis in the European water policy," Ecological Economics, Elsevier, vol. 169(C).
    5. Renato Perez Loyola & Erda Wang & Nannan Kang, 2021. "Economic valuation of recreational attributes using a choice experiment approach: An application to the Galapagos Islands," Tourism Economics, , vol. 27(1), pages 86-104, February.
    6. Elisa Borowski & Amanda Stathopoulos, 2022. "Protection or Peril of Following the Crowd in a Pandemic-Concurrent Flood Evacuation," Papers 2202.00229, arXiv.org.
    7. Wunsch, Andrea & Meyerhoff, Jürgen & Rehdanz, Katrin, 2022. "A test–retest analysis of stated preferences in uncertain times," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 725-736.
    8. Erda Wang & Nannan Kang & Yang Yu, 2017. "Valuing Urban Landscape Using Subjective Well-Being Data: Empirical Evidence from Dalian, China," Sustainability, MDPI, vol. 10(1), pages 1-20, December.
    9. 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).
    10. Rolfe, John & Dyack, Brenda, 2019. "Testing Temporal Stability of Recreation Values," Ecological Economics, Elsevier, vol. 159(C), pages 75-83.
    11. Galina Williams, 2022. "Temporal stability of WTP estimates in labeled and unlabeled choice experiment for emissions reduction options, Queensland, Australia," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 24(4), pages 533-550, October.
    12. Carlos Jurado-Rivas & Marcelino Sánchez-Rivero, 2019. "Willingness to Pay for More Sustainable Tourism Destinations in World Heritage Cities: The Case of Caceres, Spain," Sustainability, MDPI, vol. 11(21), pages 1-21, October.

    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. Schaafsma, Marije & Brouwer, Roy & Liekens, Inge & De Nocker, Leo, 2014. "Temporal stability of preferences and willingness to pay for natural areas in choice experiments: A test–retest," Resource and Energy Economics, Elsevier, vol. 38(C), pages 243-260.
    2. Hynes, Stephen & Armstrong, Claire W. & Xuan, Bui Bich & Ankamah-Yeboah, Isaac & Simpson, Katherine & Tinch, Robert & Ressurreição, Adriana, 2021. "Have environmental preferences and willingness to pay remained stable before and during the global Covid-19 shock?," Ecological Economics, Elsevier, vol. 189(C).
    3. 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.
    4. J. Price & D. Dupont & W. Adamowicz, 2017. "As Time Goes By: Examination of Temporal Stability Across Stated Preference Question Formats," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 643-662, November.
    5. Rolfe, John & Dyack, Brenda, 2019. "Testing Temporal Stability of Recreation Values," Ecological Economics, Elsevier, vol. 159(C), pages 75-83.
    6. Dan Rigby & Michael Burton & Jo Pluske, 2016. "Preference Stability and Choice Consistency in Discrete Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 65(2), pages 441-461, October.
    7. Wunsch, Andrea & Meyerhoff, Jürgen & Rehdanz, Katrin, 2022. "A test–retest analysis of stated preferences in uncertain times," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 725-736.
    8. Czajkowski, Mikołaj & Barczak, Anna & Budziński, Wiktor & Giergiczny, Marek & Hanley, Nick, 2016. "Preference and WTP stability for public forest management," Forest Policy and Economics, Elsevier, vol. 71(C), pages 11-22.
    9. Matthews, Yvonne & Scarpa, Riccardo & Marsh, Dan, 2017. "Using virtual environments to improve the realism of choice experiments: A case study about coastal erosion management," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 193-208.
    10. Campbell, Danny & Boeri, Marco & Doherty, Edel & George Hutchinson, W., 2015. "Learning, fatigue and preference formation in discrete choice experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 119(C), pages 345-363.
    11. Lienert, Judit & Duygan, Mert & Zheng, Jun, 2016. "Preference stability over time with multiple elicitation methods to support wastewater infrastructure decision-making," European Journal of Operational Research, Elsevier, vol. 253(3), pages 746-760.
    12. Mikołaj Czajkowski & Anna Bartczak & Wiktor Budziński & Marek Giergiczny, 2014. "Within- and between- sample tests of preference stability and willingness to pay for forest management," Working Papers 2014-24, Faculty of Economic Sciences, University of Warsaw.
    13. Faccioli, Michela & Czajkowski, Mikołaj & Glenk, Klaus & Martin-Ortega, Julia, 2020. "Environmental attitudes and place identity as determinants of preferences for ecosystem services," Ecological Economics, Elsevier, vol. 174(C).
    14. Kountouris, Yiannis & Nakic, Zoran & Sauer, Johannes, 2015. "Political instability and non-market valuation: Evidence from Croatia," Resource and Energy Economics, Elsevier, vol. 41(C), pages 19-39.
    15. Roy Brouwer & Ivana Logar & Oleg Sheremet, 2017. "Choice Consistency and Preference Stability in Test-Retests of Discrete Choice Experiment and Open-Ended Willingness to Pay Elicitation Formats," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 729-751, November.
    16. Michela Faccioli & Mikołaj Czajkowski & Klaus Glenk & Julia Martin-Ortega, 2018. "Environmental attitudes and place identity as simultaneous determinants of preferences for environmental goods," Working Papers 2018-08, Faculty of Economic Sciences, University of Warsaw.
    17. Perni, Ángel & Barreiro-Hurlé, Jesús & Martínez-Paz, José Miguel, 2020. "When policy implementation failures affect public preferences for environmental goods: Implications for economic analysis in the European water policy," Ecological Economics, Elsevier, vol. 169(C).
    18. Soliño, Mario & Farizo, Begoña A. & Vázquez, María X. & Prada, Albino, 2012. "Generating electricity with forest biomass: Consistency and payment timeframe effects in choice experiments," Energy Policy, Elsevier, vol. 41(C), pages 798-806.
    19. Haghani, Milad & Bliemer, Michiel C.J. & Rose, John M. & Oppewal, Harmen & Lancsar, Emily, 2021. "Hypothetical bias in stated choice experiments: Part I. Macro-scale analysis of literature and integrative synthesis of empirical evidence from applied economics, experimental psychology and neuroimag," Journal of choice modelling, Elsevier, vol. 41(C).
    20. Lauren Chenarides & Carola Grebitus & Jayson L Lusk & Iryna Printezis, 2022. "A calibrated choice experiment method [Combining revealed and stated preference methods for valuing environmental amenities]," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(5), pages 971-1004.

    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:ecolec:v:138:y:2017:i:c:p:64-73. 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/ecolecon .

    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.