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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
  • Edward Morey
  • Jennifer Thacher

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  • 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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    3. Maria A Cunha-e-Sa & Livia Madureira & Luis Catela Nunes & Vladimir Otrachshenko, 2010. "Protesting or justifying? A latent class model for contingent valuation with attitudinal data," Nova SBE Working Paper Series wp547, Universidade Nova de Lisboa, Nova School of Business and Economics.
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    7. 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.
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    10. 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.
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    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. Hamparsum Bozdogan, 1987. "Model selection and Akaike's Information Criterion (AIC): The general theory and its analytical extensions," Psychometrika, Springer;The Psychometric Society, vol. 52(3), pages 345-370, September.
    17. 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.
    18. 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.
    19. 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).
    20. 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.
    21. 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.
    22. 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.
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    Cited by:

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    2. Hocheol Jeon & Joseph A. Herriges, 2017. "Combining Revealed Preference Data with Stated Preference Data: A Latent Class Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(4), pages 1053-1086, December.
    3. 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.
    4. 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), pages 1-17.
    5. 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.
    6. 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.
    7. 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.
    8. Onozaka, Yuko & Saue, Vegar Veseth & Costanigro, Marco, 2018. "The Moderating Effect of Heterogeneous Beliefs on Consumer Preferences for a New Food Technology: The Case of Modified Atmospheric Packaging," 2018 Annual Meeting, August 5-7, Washington, D.C. 274068, Agricultural and Applied Economics Association.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. Skvarciany Viktorija, 2017. "Factors Influencing Private Customers′ Trust in Internet Banking: Case of Latvia," Economics and Culture, Sciendo, vol. 14(1), pages 50-57, June.
    14. 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.
    15. 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.
    16. Kokthi, Elena & Canco, Irina & Topulli, Eneida, 2021. "Whose salad is organic? An attribute segmentation perspective-evidence from Albania," Economia agro-alimentare / Food Economy, Italian Society of Agri-food Economics/Società Italiana di Economia Agro-Alimentare (SIEA), vol. 23(2), July.
    17. 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.
    18. Mario Soliño & Begoña A Farizo, 2014. "Personal Traits Underlying Environmental Preferences: A Discrete Choice Experiment," PLOS ONE, Public Library of Science, vol. 9(2), pages 1-7, February.

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