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Tracing the Trends in Consumer Preferences for Eco-labeled Food: A Text Mining and Topic Modeling Approach

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  • Duan, Dinglin
  • Gao, Zhifeng
  • Uddin, Md Azhar
  • Nian, Yefan
  • Nguyen, Ly

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  • Duan, Dinglin & Gao, Zhifeng & Uddin, Md Azhar & Nian, Yefan & Nguyen, Ly, 2022. "Tracing the Trends in Consumer Preferences for Eco-labeled Food: A Text Mining and Topic Modeling Approach," 2024 Annual Meeting, July 28-30, New Orleans, LA 322419, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea22:322419
    DOI: 10.22004/ag.econ.322419
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    1. Hirotsugu Uchida & Cathy A. Roheim & Hiroki Wakamatsu & Christopher M. Anderson, 2014. "Do Japanese consumers care about sustainable fisheries? Evidence from an auction of ecolabelled seafood," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 58(2), pages 263-280, April.
    2. Liu, Ruifeng & Gao, Zhifeng & Nayga, Rodolfo M. & Snell, Heather Arielle & Ma, Hengyun, 2019. "Consumers’ valuation for food traceability in China: Does trust matter?," Food Policy, Elsevier, vol. 88(C).
    3. Dannenberg, Astrid, 2009. "The dispersion and development of consumer preferences for genetically modified food -- A meta-analysis," Ecological Economics, Elsevier, vol. 68(8-9), pages 2182-2192, June.
    4. Shijiu Yin & Wuyang Hu & Yusheng Chen & Fei Han & Yiqin Wang & Mo Chen, 2019. "Chinese consumer preferences for fresh produce: Interaction between food safety labels and brands," Agribusiness, John Wiley & Sons, Ltd., vol. 35(1), pages 53-68, January.
    5. Jing Xie & Zhifeng Gao & Marilyn Swisher & Xin Zhao, 2016. "Consumers’ preferences for fresh broccolis: interactive effects between country of origin and organic labels," Agricultural Economics, International Association of Agricultural Economists, vol. 47(2), pages 181-191, March.
    6. Basu, Arnab K. & Hicks, Robert L., "undated". "Label Performance and the Willingness to Pay for Fair Trade Coffee: A Cross-National Perspective," Discussion Papers 44336, University of Bonn, Center for Development Research (ZEF).
    7. Thong Meas & Wuyang Hu & Marvin T. Batte & Timothy A. Woods & Stan Ernst, 2015. "Substitutes or Complements? Consumer Preference for Local and Organic Food Attributes," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(4), pages 1044-1071.
    8. Clark, Beth & Stewart, Gavin B. & Panzone, Luca A. & Kyriazakis, Ilias & Frewer, Lynn J., 2017. "Citizens, consumers and farm animal welfare: A meta-analysis of willingness-to-pay studies," Food Policy, Elsevier, vol. 68(C), pages 112-127.
    9. Browne, A. W. & Harris, P. J. C. & Hofny-Collins, A. H. & Pasiecznik, N. & Wallace, R. R., 2000. "Organic production and ethical trade: definition, practice and links," Food Policy, Elsevier, vol. 25(1), pages 69-89, February.
    10. Cathy R. Wessells & Robert J. Johnston & Holger Donath, 1999. "Assessing Consumer Preferences for Ecolabeled Seafood: The Influence of Species, Certifier, and Household Attributes," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(5), pages 1084-1089.
    11. Van Loo, Ellen J. & Caputo, Vincenzina & Nayga, Rodolfo M. & Seo, Han-Seok & Zhang, Baoyue & Verbeke, Wim, 2015. "Sustainability labels on coffee: Consumer preferences, willingness-to-pay and visual attention to attributes," Ecological Economics, Elsevier, vol. 118(C), pages 215-225.
    12. Bronnmann, Julia & Asche, Frank, 2017. "Sustainable Seafood From Aquaculture and Wild Fisheries: Insights From a Discrete Choice Experiment in Germany," Ecological Economics, Elsevier, vol. 142(C), pages 113-119.
    13. Wei Yang & Alan Renwick, 2019. "Consumer Willingness to Pay Price Premiums for Credence Attributes of Livestock Products – A Meta‐Analysis," Journal of Agricultural Economics, Wiley Blackwell, vol. 70(3), pages 618-639, September.
    14. Qing Liu & Zhen Yan & Jiehong Zhou, 2017. "Consumer Choices and Motives for Eco-Labeled Products in China: An Empirical Analysis Based on the Choice Experiment," Sustainability, MDPI, vol. 9(3), pages 1-12, February.
    15. Azucena Gracia & Jesús Barreiro-Hurlé & Belinda López- Galán, 2014. "Are Local and Organic Claims Complements or Substitutes? A Consumer Preferences Study for Eggs," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(1), pages 49-67, January.
    16. Isaac Ankamah-Yeboah & Jette Bredahl Jacobsen & Søren Bøye Olsen & Max Nielsen & Rasmus Nielsen, 2019. "The Impact of Animal Welfare and Environmental Information on the Choice of Organic Fish: An Empirical Investigation of German Trout Consumers," Marine Resource Economics, University of Chicago Press, vol. 34(3), pages 247-266.
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    1. Liu, Jianhui & Kassas, Bachir & Lai, John & Fang, Di & Nayga, Rodolfo M., 2025. "Assessing consumers’ valuation for Front-of-Package ‘Health’ labeling under FDA guidelines," Food Policy, Elsevier, vol. 131(C).

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