A latent class approach to investigating consumer demand for genetically modified staple food in a developing country: The case of GM bananas in Uganda
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- McCluskey, Jill J. & Grimsrud, Kristine M. & Ouchi, Hiromi & Wahl, Thomas I., 2003.
"Consumer Response to Genetically Modified Food Products in Japan,"
Agricultural and Resource Economics Review, Cambridge University Press, vol. 32(2), pages 222-231, October.
- McCluskey, Jill J. & Grimsrud, Kristine M. & Ouchi, Hiromi & Wahl, Thomas I., 2003. "Consumer Response to Genetically Modified Food Products in Japan," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 32(2), pages 1-10, October.
- Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, October.
- Bergmann, Ariel & Hanley, Nick & Wright, Robert, 2006. "Valuing the attributes of renewable energy investments," Energy Policy, Elsevier, vol. 34(9), pages 1004-1014, June.
- Sergio Colombo & Nick Hanley & Jordan Louviere, 2009.
"Modeling preference heterogeneity in stated choice data: an analysis for public goods generated by agriculture,"
Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 307-322, May.
- Colombo, Sergio & Hanley, Nicholas & Louviere, Jordan, 2008. "Modelling preference heterogeneity in stated choice data: an analysis for public goods generated by agriculture," Stirling Economics Discussion Papers 2008-28, University of Stirling, Division of Economics.
- Paul R. Portney, 1994. "The Contingent Valuation Debate: Why Economists Should Care," Journal of Economic Perspectives, American Economic Association, vol. 8(4), pages 3-17, Fall.
- Kontoleon Andreas & Yabe Mitsuyasu, 2006. "Market Segmentation Analysis of Preferences for GM Derived Animal Foods in the UK," Journal of Agricultural & Food Industrial Organization, De Gruyter, vol. 4(1), pages 1-38, December.
- Eric Ruto & Guy Garrod & Riccardo Scarpa, 2008.
"Valuing animal genetic resources: a choice modeling application to indigenous cattle in Kenya,"
Agricultural Economics, International Association of Agricultural Economists, vol. 38(1), pages 89-98, January.
- Eric Ruto & Guy Garrod & Riccardo Scarpa, 2007. "Valuing Animal Genetic Resources: A Choice Modeling Application to Indigenous Cattle in Kenya," Working Papers in Economics 07/05, University of Waikato.
- Vijesh V. Krishna & Matin Qaim, 2008.
"Consumer Attitudes toward GM Food and Pesticide Residues in India,"
Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 30(2), pages 233-251.
- Vijesh V. Krishna & Matin Qaim, 2008. "Consumer Attitudes toward GM Food and Pesticide Residues in India," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 30(2), pages 233-251.
- Dan Rigby & Michael Burton, 2005. "Preference heterogeneity and GM food in the UK," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 32(2), pages 269-288, June.
- Adam Drucker, 2007. "Measuring Heterogeneous Preferences for Cattle Traits among Cattle-Keeping Households in East Africa," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(4), pages 1005-1019.
- Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
- 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.
- Svetlana Edmeades & Melinda Smale, 2006. "A trait‐based model of the potential demand for a genetically engineered food crop in a developing economy," Agricultural Economics, International Association of Agricultural Economists, vol. 35(3), pages 351-361, November.
- Scarpa, Riccardo & Drucker, Adam G. & Anderson, Simon & Ferraes-Ehuan, Nancy & Gomez, Veronica & Risopatron, Carlos R. & Rubio-Leonel, Olga, 2003. "Valuing genetic resources in peasant economies: the case of 'hairless' creole pigs in Yucatan," Ecological Economics, Elsevier, vol. 45(3), pages 427-443, July.
- Wuyang Hu, 2004. "Trading off health, environmental and genetic modification attributes in food," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 31(3), pages 389-408, September.
- Wesseler, Justus, 2009. "The Santaniello theorem of irreversible benefits," MPRA Paper 25602, University Library of Munich, Germany.
- Birol, Ekin & Villalba, Eric Rayn & Smale, Melinda, 2009.
"Farmer preferences for milpa diversity and genetically modified maize in Mexico: a latent class approach,"
Environment and Development Economics, Cambridge University Press, vol. 14(4), pages 521-540, August.
- Birol, Ekin & Villalba, Eric Rayn & Smale, Melinda, 2007. "Farmer preferences for Milpa diversity and genetically modified maize in Mexico: A latent class approach," IFPRI discussion papers 726, International Food Policy Research Institute (IFPRI).
- 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.
- Othman, Jamal & Bennett, Jeff & Blamey, Russell, 2004. "Environmental values and resource management options: a choice modelling experience in Malaysia," Environment and Development Economics, Cambridge University Press, vol. 9(6), pages 803-824, December.
- Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
- Kenneth E. Train, 1998. "Recreation Demand Models with Taste Differences over People," Land Economics, University of Wisconsin Press, vol. 74(2), pages 230-239.
- Smale, Melinda & Tushemereirwe, Wilbeforce K., 2007. "An economic assessment of banana genetic improvement and innovation in the Lake Victoria Region of Uganda and Tanzania:," Research reports 155, International Food Policy Research Institute (IFPRI).
- Bergmann, Ariel & Colombo, Sergio & Hanley, Nick, 2008. "Rural versus urban preferences for renewable energy developments," Ecological Economics, Elsevier, vol. 65(3), pages 616-625, April.
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- Wesseler, Justus, 2014. "Biotechnologies and agrifood strategies: opportunities, threats and economic implications," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 3(3), pages 1-18, December.
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More about this item
Keywords
genetically modified bananas; Consumers; Choice experiment; latent class model; preference heterogeneity; Science and technology; Genetic resources; Genetically engineered crops; Genetically modified crops;All these keywords.
NEP fields
This paper has been announced in the following NEP Reports:- NEP-AFR-2010-01-16 (Africa)
- NEP-AGR-2010-01-16 (Agricultural Economics)
- NEP-DCM-2010-01-16 (Discrete Choice Models)
- NEP-MKT-2010-01-16 (Marketing)
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