IDEAS home Printed from https://ideas.repec.org/a/ags/jlaare/99121.html
   My bibliography  Save this article

Stated Choice Experiments with Complex Ecosystem Changes: The Effect of Information Formats on Estimated Variances and Choice Parameters

Author

Listed:
  • Hoehn, John P.
  • Lupi, Frank
  • Kaplowitz, Michael D.

Abstract

Stated choice experiments about ecosystem changes involve complex information. This study examines whether the format in which ecosystem information is presented to respondents affects stated choice outcomes. Our analysis develops a utility-maximizing model to describe respondent behavior. The model shows how alternative questionnaire formats alter respondents’ use of filtering heuristics and result in differences in preference estimates. Empirical results from a large-scale stated choice experiment confirm that different format presentations of the same information lead to different preference parameter estimates and error variances. A tabular format results in choice parameter estimates with statistically smaller variances than parameters estimated from data obtained with a text-based format. A text-based format also appears to induce greater use of decision heuristics than does a tabular format.

Suggested Citation

  • Hoehn, John P. & Lupi, Frank & Kaplowitz, Michael D., 2010. "Stated Choice Experiments with Complex Ecosystem Changes: The Effect of Information Formats on Estimated Variances and Choice Parameters," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 35(3), pages 1-23, December.
  • Handle: RePEc:ags:jlaare:99121
    DOI: 10.22004/ag.econ.99121
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/99121/files/JARE_Dec2010__13F_pp568-590.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.99121?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
    ---><---

    References listed on IDEAS

    as
    1. David Hensher, 2006. "Revealing Differences in Willingness to Pay due to the Dimensionality of Stated Choice Designs: An Initial Assessment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 34(1), pages 7-44, May.
    2. David Hensher & John Rose & William Greene, 2005. "The implications on willingness to pay of respondents ignoring specific attributes," Transportation, Springer, vol. 32(3), pages 203-222, May.
    3. Julie Agnew & Lisa R. Szykman, 2004. "Asset Allocation and Information Overload: The Influence of Information Display, Asset Choice and Investor Experience," Working Papers, Center for Retirement Research at Boston College wp2004-15, Center for Retirement Research, revised May 2004.
    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. Chaikaew, Pasicha & Hodges, Alan W. & Grunwald, Sabine, 2017. "Estimating the value of ecosystem services in a mixed-use watershed: A choice experiment approach," Ecosystem Services, Elsevier, vol. 23(C), pages 228-237.
    2. Mikołaj Czajkowski & Nick Hanley & Jacob LaRiviere, 2016. "Controlling for the Effects of Information in a Public Goods Discrete Choice Model," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 63(3), pages 523-544, March.
    3. José L. Oviedo & Alejandro Caparrós, 2014. "Comparing contingent valuation and choice modeling using field and eye-tracking lab data," Working Papers 1401, Instituto de Políticas y Bienes Públicos (IPP), CSIC.
    4. Oviedo, José L. & Caparrós, Alejandro & Ruiz-Gauna, Itziar & Campos, Pablo, 2016. "Testing convergent validity in choice experiments: Application to public recreation in Spanish stone pine and cork oak forests," Journal of Forest Economics, Elsevier, vol. 25(C), pages 130-148.
    5. Sandorf, Erlend Dancke & Campbell, Danny & Hanley, Nick, 2017. "Disentangling the influence of knowledge on attribute non-attendance," Journal of choice modelling, Elsevier, vol. 24(C), pages 36-50.
    6. Patrick Lloyd-Smith & Ewa Zawojska & Wiktor Adamowicz, 2020. "Moving beyond the Contingent Valuation versus Choice Experiment Debate: Presentation Effects in Stated Preference," Land Economics, University of Wisconsin Press, vol. 96(1), pages 1-24.
    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. Czajkowski, Mikolaj & Hanley, Nicholas & Nyborg, Karine, 2014. "Social norms, morals and self-interest as determinants of pro-environment behaviour," Stirling Economics Discussion Papers 2014-06, University of Stirling, Division of Economics.
    9. Broberg, Thomas & Daniel, Aemiro Melkamu & Persson, Lars, 2021. "Household preferences for load restrictions: Is there an effect of pro-environmental framing?," Energy Economics, Elsevier, vol. 97(C).
    10. Needham, Katherine & Czajkowski, Mikołaj & Hanley, Nick & LaRiviere, Jacob, 2018. "What is the causal impact of information and knowledge in stated preference studies?," Resource and Energy Economics, Elsevier, vol. 54(C), pages 69-89.
    11. 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.
    12. Nick Hanley & Mikolaj Czajkowski, 2016. "What is the Causal Impact of Knowledge on Preferences in Stated Preference Studies?," Discussion Papers in Environment and Development Economics 2016-09, University of St. Andrews, School of Geography and Sustainable Development.
    13. Jacob LaRiviere & Mikolaj Czajkowski & Nick Hanley & Katherine Simpson, 2015. "What is the Causal Effect of Knowledge on Preferences?," Discussion Papers in Environment and Development Economics 2015-09, University of St. Andrews, School of Geography and Sustainable Development.
    14. Oviedo, José L. & Caparrós, Alejandro, 2015. "Information and visual attention in contingent valuation and choice modeling: field and eye-tracking experiments applied to reforestations in Spain," Journal of Forest Economics, Elsevier, vol. 21(4), pages 185-204.
    15. Xiwei Wang & Yu Guo & Mengqing Yang & Yong Chen & Wenxiao Zhang, 2017. "Information ecology research: past, present, and future," Information Technology and Management, Springer, vol. 18(1), pages 27-39, March.
    16. Czajkowski, Mikolaj & Hanley, Nick & LaRiviere, Jacob & Simpson, Katherine, 2014. "What is the Causal Effect of Information and Learning about a Public Good on Willingness to Pay?," SIRE Discussion Papers 2014-009, Scottish Institute for Research in Economics (SIRE).
    17. Valatin, Gregory & Moseley, Darren & Dandy, Norman, 2016. "Insights from behavioural economics for forest economics and environmental policy: Potential nudges to encourage woodland creation for climate change mitigation and adaptation?," Forest Policy and Economics, Elsevier, vol. 72(C), pages 27-36.
    18. repec:sss:wpaper:201404 is not listed on IDEAS
    19. Cécile Hérivaux & Philippe Le Coent, 2021. "Introducing Nature into Cities or Preserving Existing Peri-Urban Ecosystems? Analysis of Preferences in a Rapidly Urbanizing Catchment," Sustainability, MDPI, vol. 13(2), pages 1-34, January.
    20. Jones, Carol Adaire & DiPinto, Lisa, 2018. "The role of ecosystem services in USA natural resource liability litigation," Ecosystem Services, Elsevier, vol. 29(PB), pages 333-351.
    21. Komarek, Timothy M. & Lupi, Frank & Kaplowitz, Michael D., 2011. "Valuing energy policy attributes for environmental management: Choice experiment evidence from a research institution," Energy Policy, Elsevier, vol. 39(9), pages 5105-5115, September.
    22. 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.

    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. Caputo, Vincenzina & Loo, Ellen J. Van & Scarpa, Riccardo & Nayga, Rodolfo M. Jr & Verbeke, Wim, 2014. "“Using Experiments to Address Attribute Non-attendance in Consumer Food Choices”," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 177173, Agricultural and Applied Economics Association.
    2. Danny Campbell & David A. Hensher & Riccardo Scarpa, 2011. "Non-attendance to attributes in environmental choice analysis: a latent class specification," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 54(8), pages 1061-1076, December.
    3. Bazzani, Claudia & Nayga, Rodolfo M. & Ha, Kim & Atallah, Shadi S., 2017. "Willpower Depletion: Can it Influence Responses and Attribute Non-Attendance in Choice Experiments?," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258261, Agricultural and Applied Economics Association.
    4. Bujosa Bestard, Angel & Riera Font, Antoni, 2021. "Attribute range effects: Preference anomaly or unexplained variance?," Journal of choice modelling, Elsevier, vol. 41(C).
    5. Kosenius, Anna-Kaisa, 2013. "Preference discontinuity in choice experiment: Determinants and implications," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 45(C), pages 138-145.
    6. Sebastian Heidenreich & Verity Watson & Mandy Ryan & Euan Phimister, 2018. "Decision heuristic or preference? Attribute non‐attendance in discrete choice problems," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 157-171, January.
    7. Balbontin, Camila & Hensher, David A. & Collins, Andrew T., 2017. "Integrating attribute non-attendance and value learning with risk attitudes and perceptual conditioning," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 97(C), pages 172-191.
    8. Sever, Ivan & Verbič, Miroslav & Klarić Sever, Eva, 2019. "Cost attribute in health care DCEs: Just adding another attribute or a trigger of change in the stated preferences?," Journal of choice modelling, Elsevier, vol. 32(C), pages 1-1.
    9. Nesha Beharry-Borg & Riccardo Scarpa, 2010. "Researcher-Selected versus Respondent-Selected Attributes: Improved Coastal Water Quality in Tobago," Chapters, in: Jeff Bennett & Ekin Birol (ed.), Choice Experiments in Developing Countries, chapter 5, Edward Elgar Publishing.
    10. Zhifeng Gao & Ted C. Schroeder, 2009. "Consumer responses to new food quality information: are some consumers more sensitive than others?," Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 339-346, May.
    11. Chavez, Daniel E. & Palma, Marco A. & Nayga, Rodolfo M. & Mjelde, James W., 2020. "Product availability in discrete choice experiments with private goods," Journal of choice modelling, Elsevier, vol. 36(C).
    12. Ellen J Van Loo & Rodolfo M NaygaJr & Danny Campbell & Han-Seok Seo & Wim Verbeke, 2018. "Using eye tracking to account for attribute non-attendance in choice experiments," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 45(3), pages 333-365.
    13. Gonçalves, Tânia & Lourenço-Gomes, Lina & Pinto, Lígia M. Costa, 2020. "Dealing with ignored attributes through an inferred approach in wine choice experiments," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 87(C).
    14. Erlend Dancke Sandorf & Danny Campbell, 2019. "Accommodating satisficing behaviour in stated choice experiments," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 46(1), pages 133-162.
    15. Carlsson, Fredrik & Demeke, Eyoual & Martinsson, Peter & Tesemma, Tewodros, 2020. "Cost of power outages for manufacturing firms in Ethiopia: A stated preference study," Energy Economics, Elsevier, vol. 88(C).
    16. Ali Ardeshiri & Spring Sampson & Joffre Swait, 2019. "Seasonality Effects on Consumers Preferences Over Quality Attributes of Different Beef Products," Papers 1902.02419, arXiv.org.
    17. Chen, Xuqi & Shen, Meng & Gao, Zhifeng, 2017. "Impact of Intra-respondent Variations in Attribute Attendance on Consumer Preference in Food Choice," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258509, Agricultural and Applied Economics Association.
    18. Yan, Zhen & Zhou, Jie-hong, 2015. "Measuring consumer heterogeneous preferences for pork traits under media reports: choice experiment in sixteen traceability pilot cities, China," 2015 Conference, August 9-14, 2015, Milan, Italy 212609, International Association of Agricultural Economists.
    19. David Hensher & Andrew Collins & William Greene, 2013. "Accounting for attribute non-attendance and common-metric aggregation in a probabilistic decision process mixed multinomial logit model: a warning on potential confounding," Transportation, Springer, vol. 40(5), pages 1003-1020, September.
    20. Windle, Jill & Rolfe, John & Brouwer, Roy, 2009. "Public values for improved water security for domestic and environmental use," Research Reports 94818, Australian National University, Environmental Economics Research Hub.

    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:jlaare:99121. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/waeaaea.html .

    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.