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Using Machine Learning to Predict Consumers’ Environmental Attitudes and Beliefs

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  • Yektansani, Kiana
  • Azizi, SeyedSoroosh

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  • Yektansani, Kiana & Azizi, SeyedSoroosh, 2021. "Using Machine Learning to Predict Consumers’ Environmental Attitudes and Beliefs," 2021 Annual Meeting, August 1-3, Austin, Texas 313902, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea21:313902
    DOI: 10.22004/ag.econ.313902
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    1. Espínola-Arredondo, Ana & Zhao, Huan, 2012. "Environmental policy in a linear city model of product differentiation," Environment and Development Economics, Cambridge University Press, vol. 17(4), pages 461-477, August.
    2. Fredrik Carlsson & Mitesh Kataria & Alan Krupnick & Elina Lampi & Åsa Löfgren & Ping Qin & Susie Chun & Thomas Sterner, 2012. "Paying for Mitigation: A Multiple Country Study," Land Economics, University of Wisconsin Press, vol. 88(2), pages 326-340.
    3. Gadenne, David & Sharma, Bishnu & Kerr, Don & Smith, Tim, 2011. "The influence of consumers' environmental beliefs and attitudes on energy saving behaviours," Energy Policy, Elsevier, vol. 39(12), pages 7684-7694.
    4. Cynthia Rosenzweig & David Karoly & Marta Vicarelli & Peter Neofotis & Qigang Wu & Gino Casassa & Annette Menzel & Terry L. Root & Nicole Estrella & Bernard Seguin & Piotr Tryjanowski & Chunzhen Liu &, 2008. "Attributing physical and biological impacts to anthropogenic climate change," Nature, Nature, vol. 453(7193), pages 353-357, May.
    5. Bansal, Sangeeta & Gangopadhyay, Shubhashis, 2003. "Tax/subsidy policies in the presence of environmentally aware consumers," Journal of Environmental Economics and Management, Elsevier, vol. 45(2, Supple), pages 333-355, March.
    6. Kallbekken, Steffen & Kroll, Stephan & Cherry, Todd L., 2011. "Do you not like Pigou, or do you not understand him? Tax aversion and revenue recycling in the lab," Journal of Environmental Economics and Management, Elsevier, vol. 62(1), pages 53-64, July.
    7. Ronald J. Sutherland, 2000. ""No Cost" Efforts to Reduce Carbon Emissions in the U.S.: An Economic Perspective," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 89-112.
    8. Robert E. O'Connor & Richard J. Bard & Ann Fisher, 1999. "Risk Perceptions, General Environmental Beliefs, and Willingness to Address Climate Change," Risk Analysis, John Wiley & Sons, vol. 19(3), pages 461-471, June.
    9. Ziegler, Andreas, 2017. "Political orientation, environmental values, and climate change beliefs and attitudes: An empirical cross country analysis," Energy Economics, Elsevier, vol. 63(C), pages 144-153.
    10. Robert E. O'Connor & Richard J. Bord & Brent Yarnal & Nancy Wiefek, 2002. "Who Wants to Reduce Greenhouse Gas Emissions?," Social Science Quarterly, Southwestern Social Science Association, vol. 83(1), pages 1-17, March.
    11. Kotchen, Matthew J. & Boyle, Kevin J. & Leiserowitz, Anthony A., 2013. "Willingness-to-pay and policy-instrument choice for climate-change policy in the United States," Energy Policy, Elsevier, vol. 55(C), pages 617-625.
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    Keywords

    Environmental Economics and Policy; Research Methods/Statistical Methods; Resource/Energy Economics and Policy;
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