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A Joint Latent-Class Model: Combining Likert-Scale Preference Statements With Choice Data to Harvest Preference Heterogeneity

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  • William Breffle

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  • Edward Morey

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  • Jennifer Thacher

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Abstract

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Suggested Citation

  • William Breffle & Edward Morey & Jennifer Thacher, 2011. "A Joint Latent-Class Model: Combining Likert-Scale Preference Statements With Choice Data to Harvest Preference Heterogeneity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 50(1), pages 83-110, September.
  • Handle: RePEc:kap:enreec:v:50:y:2011:i:1:p:83-110
    DOI: 10.1007/s10640-011-9463-0
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    References listed on IDEAS

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    1. Timmins, Christopher & Murdock, Jennifer, 2007. "A revealed preference approach to the measurement of congestion in travel cost models," Journal of Environmental Economics and Management, Elsevier, vol. 53(2), pages 230-249, March.
    2. Andy Choi & Franco Papandrea & Jeff Bennett, 2007. "Assessing cultural values: developing an attitudinal scale," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 31(4), pages 311-335, December.
    3. Bill Provencher & Rebecca Moore, 2006. "A Discussion of “Using Angler Characteristics and Attitudinal Data to Identify Environmental Preference Classes: A Latent-Class Model”," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 34(1), pages 117-124, May.
    4. Maydeu-Olivares, Albert & Joe, Harry, 2005. "Limited- and Full-Information Estimation and Goodness-of-Fit Testing in 2n Contingency Tables: A Unified Framework," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 1009-1020, September.
    5. William S. Breffle & Robert D. Rowe, 2002. "Comparing Choice Question Formats for Evaluating Natural Resource Tradeoffs," Land Economics, University of Wisconsin Press, vol. 78(2), pages 298-314.
    6. Bill Provencher & Kenneth A. Baerenklau & Richard C. Bishop, 2002. "A Finite Mixture Logit Model of Recreational Angling with Serially Correlated Random Utility," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(4), pages 1066-1075.
    7. Dupont, Diane P., 2004. "Do children matter? An examination of gender differences in environmental valuation," Ecological Economics, Elsevier, vol. 49(3), pages 273-286, July.
    8. Adamowicz W. & Louviere J. & Williams M., 1994. "Combining Revealed and Stated Preference Methods for Valuing Environmental Amenities," Journal of Environmental Economics and Management, Elsevier, vol. 26(3), pages 271-292, May.
    9. 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).
    10. 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.
    11. Arianto A. Patunru & John B. Braden & Sudip Chattopadhyay, 2007. "Who Cares about Environmental Stigmas and Does It Matter? A Latent Segmentation Analysis of Stated Preferences for Real Estate," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(3), pages 712-726.
    12. 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.
    13. Daniel McFadden, 1986. "The Choice Theory Approach to Market Research," Marketing Science, INFORMS, vol. 5(4), pages 275-297.
    14. Edward Morey & Jennifer Thacher & William Breffle, 2006. "Using Angler Characteristics and Attitudinal Data to Identify Environmental Preference Classes: A Latent-Class Model," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 34(1), pages 91-115, May.
    15. Gwendolyn Aldrich & Kristine Grimsrud & Jennifer Thacher & Matthew Kotchen, 2007. "Relating environmental attitudes and contingent values: how robust are methods for identifying preference heterogeneity?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 37(4), pages 757-775, August.
    16. Chih-Chien Yang & Chih-Chiang Yang, 2007. "Separating Latent Classes by Information Criteria," Journal of Classification, Springer;The Classification Society, vol. 24(2), pages 183-203, September.
    17. Owen, Ann L. & Videras, Julio R., 2007. "Culture and public goods: The case of religion and the voluntary provision of environmental quality," Journal of Environmental Economics and Management, Elsevier, vol. 54(2), pages 162-180, September.
    18. Trudy Ann Cameron, 1992. "Combining Contingent Valuation and Travel Cost Data for the Valuation of Nonmarket Goods," Land Economics, University of Wisconsin Press, vol. 68(3), pages 302-317.
    19. Morey, Edward & Thiene, Mara & De Salvo, Maria & Signorello, Giovanni, 2008. "Using attitudinal data to identify latent classes that vary in their preference for landscape preservation," Ecological Economics, Elsevier, vol. 68(1-2), pages 536-546, December.
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    Citations

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    Cited by:

    1. Ndebele, Tom & Marsh, Dan, 2014. "Environmental attitude and the demand for green electricity in the context of supplier choice: A case study of the New Zealand retail electricity market," 2014 Conference, August 28-29, 2014, Nelson, New Zealand 188376, New Zealand Agricultural and Resource Economics Society.
    2. Meldrum, James R., 2015. "Comparing different attitude statements in latent class models of stated preferences for managing an invasive forest pathogen," Ecological Economics, Elsevier, vol. 120(C), pages 13-22.
    3. Mariel, Petr & Meyerhoff, Jürgen & Hess, Stephane, 2015. "Heterogeneous preferences toward landscape externalities of wind turbines – combining choices and attitudes in a hybrid model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 647-657.
    4. repec:kap:enreec:v:68:y:2017:i:4:d:10.1007_s10640-016-0060-0 is not listed on IDEAS
    5. Lim, Seul-Ye & Min, Seo-Hyeon & Yoo, Seung-Hoon, 2016. "The public value of contaminated soil remediation in Janghang copper smelter of Korea," Resources Policy, Elsevier, vol. 50(C), pages 66-74.
    6. Meyerhoff, Jurgen & Bartczak, Anna & Liebe, Ulf, 2012. "Protester or non-protester: a binary state? on the use (and non-use) of latent class models to analyse protesting in economic valuation," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 56(3), September.
    7. Beville, Stephen T. & Kerr, Geoffrey N. & Hughey, Kenneth F.D., 2012. "Valuing impacts of the invasive alga Didymosphenia geminata on recreational angling," Ecological Economics, Elsevier, vol. 82(C), pages 1-10.
    8. Morey, Edward & Thiene, Mara, 2012. "A parsimonious, stacked latent-class methodology for predicting behavioral heterogeneity in terms of life-constraint heterogeneity," Ecological Economics, Elsevier, vol. 74(C), pages 130-144.
    9. Fewell, Jason E. & Bergtold, Jason S. & Williams, Jeffery R., 2016. "Farmers' willingness to contract switchgrass as a cellulosic bioenergy crop in Kansas," Energy Economics, Elsevier, vol. 55(C), pages 292-302.
    10. Tienhaara, Annika & Ahtiainen, Heini & Pouta, Eija, 2015. "Consumer and citizen roles and motives in the valuation of agricultural genetic resources in Finland," Ecological Economics, Elsevier, vol. 114(C), pages 1-10.
    11. Bahamonde-Birke, Francisco J. & Hanappi, Tibor, 2016. "The potential of electromobility in Austria: Evidence from hybrid choice models under the presence of unreported information," Transportation Research Part A: Policy and Practice, Elsevier, vol. 83(C), pages 30-41.
    12. Konar, Avishek & Roe, Brian E. & Irwin, Elena G., 2012. "Do Farmers Have Heterogeneous Preferences for the Environment and Does It Matter? A Latent-Class Approach to Explaining Field-Level Tillage Choices," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124629, Agricultural and Applied Economics Association.
    13. Begoña A. Farizo & John Joyce & Mario Soliño, 2014. "Dealing with Heterogeneous Preferences Using Multilevel Mixed Models," Land Economics, University of Wisconsin Press, vol. 90(1), pages 181-198.
    14. Maria Cunha-e-Sá & Lívia Madureira & Luis Nunes & Vladimir Otrachshenko, 2012. "Protesting and Justifying: A Latent Class Model for Contingent Valuation with Attitudinal Data," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 52(4), pages 531-548, August.

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