Using Angler Characteristics and Attitudinal Data to Identify Environmental Preference Classes: A Latent-Class Model
A latent-class model of environmental preference groups is developed and estimated with only the answers to a set of attitudinal questions. Economists do not typically use this type of data in estimation. Group membership is latent/unobserved. The intent is to identify and characterize heterogeneity in the preferences for environmental amenities in terms of a small number of preference groups. The application is to preferences over the fishing characteristics of Green Bay. Anglers answered a number of attitudinal questions, including the importance of boat fees, species catch rates, and fish consumption advisories on site choice. The results suggest that Green Bay anglers separate into a small number of distinct classes with varying preferences and willingness to pay for a PCB-free Green Bay. The probability that an angler belongs to each class is estimated as function of observable characteristics of the individual. Estimation is with the expectation–maximization (E–M) algorithm, a technique new to environmental economics that can be used to do maximum-likelihood estimation with incomplete information. As explained, a latent-class model estimated with attitudinal data can be melded with a latent-class choice model. Copyright Springer 2006
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Volume (Year): 34 (2006)
Issue (Month): 1 (05)
|Contact details of provider:|| Web page: http://www.springer.com|
Postal:c/o EAERE Secretariat - Fondazione Eni Enrico Mattei - Isola di San Giorgio Maggiore 8, I-30124 Venice, Italy
Web page: http://www.eaere.org/
More information through EDIRC
|Order Information:||Web: http://www.springer.com/economics/environmental/journal/10640/PS2|
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Elizabeth McClelland, 2001. "Measurement Issues and Validity Tests for Using Attitude Indicators in Contingent Valuation Research," NCEE Working Paper Series 200101, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised Nov 2001.
- 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.
When requesting a correction, please mention this item's handle: RePEc:kap:enreec:v:34:y:2006:i:1:p:91-115. 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: (Sonal Shukla)or (Rebekah McClure)
If references are entirely missing, you can add them using this form.