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WHO and for How Long? An Empirical Analysis of the Consumers' Response to Red Meat Warning

Author

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  • Carrieri, Vincenzo

    (University of Calabria)

  • Principe, Francesco

    (University of Bergamo)

Abstract

Do health warnings change consumer behaviour? And for how long? We address these questions by studying the effects of the 2015 WHO's warning about the carcinogenic effect of red meat consumption. We use high-frequency data and implement a difference-in-difference-in-differences model which exploits the seasonality in red meat consumption and the heterogeneity in household's internet access due to historical infrastructure as a measure of intensity of exposure to the warning. We find generally short-lived effects and more pronounced in less processed meats contrary to the contents of the warning. Households with higher levels of education correctly reduced red meat consumption and over a longer period. Our findings suggest that the design of health warnings should account for such heterogeneity in the consumers' response.

Suggested Citation

  • Carrieri, Vincenzo & Principe, Francesco, 2020. "WHO and for How Long? An Empirical Analysis of the Consumers' Response to Red Meat Warning," IZA Discussion Papers 13882, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp13882
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    1. Tansel, AysIt & Bircan, Fatma, 2006. "Demand for education in Turkey: A tobit analysis of private tutoring expenditures," Economics of Education Review, Elsevier, vol. 25(3), pages 303-313, June.
    2. Vincenzo Carrieri & Ansgar Wuebker, 2016. "Quasi-Experimental Evidence on the Effects of Health Information on Preventive Behaviour in Europe," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(6), pages 765-791, December.
    3. Donkers, Bas & van Diepen, Merel & Franses, Philip Hans, 2017. "Do charities get more when they ask more often? Evidence from a unique field experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 66(C), pages 58-65.
    4. Martin Browning & Thomas F. Crossley & Guglielmo Weber, 2003. "Asking consumption questions in general purpose surveys," Economic Journal, Royal Economic Society, vol. 113(491), pages 540-567, November.
    5. Viscusi, W Kip, 1997. "Alarmist Decisions with Divergent Risk Information," Economic Journal, Royal Economic Society, vol. 107(445), pages 1657-1670, November.
    6. Filipe Campante & Ruben Durante & Francesco Sobbrio, 2018. "Politics 2.0: The Multifaceted Effect of Broadband Internet on Political Participation," Journal of the European Economic Association, European Economic Association, vol. 16(4), pages 1094-1136.
    7. Damon Clark & Heather Royer, 2013. "The Effect of Education on Adult Mortality and Health: Evidence from Britain," American Economic Review, American Economic Association, vol. 103(6), pages 2087-2120, October.
    8. Wolfram Schlenker & Sofia B. Villas-Boas, 2009. "Consumer and Market Responses to Mad Cow Disease," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 1140-1152.
    9. Cawley, John, 2015. "An economy of scales: A selective review of obesity's economic causes, consequences, and solutions," Journal of Health Economics, Elsevier, vol. 43(C), pages 244-268.
    10. Fox, John A & Hayes, Dermot J & Shogren, Jason F, 2002. "Consumer Preferences for Food Irradiation: How Favorable and Unfavorable Descriptions Affect Preferences for Irradiated Pork in Experimental Auctions," Journal of Risk and Uncertainty, Springer, vol. 24(1), pages 75-95, January.
    11. David M. Cutler & Adriana Lleras-Muney, 2006. "Education and Health: Evaluating Theories and Evidence," NBER Working Papers 12352, National Bureau of Economic Research, Inc.
    12. Oliver Falck & Robert Gold & Stephan Heblich, 2014. "E-lections: Voting Behavior and the Internet," American Economic Review, American Economic Association, vol. 104(7), pages 2238-2265, July.
    13. Matthew Rousu & Wallace E. Huffman & Jason F. Shogren & Abebayehu Tegene, 2007. "Effects And Value Of Verifiable Information In A Controversial Market: Evidence From Lab Auctions Of Genetically Modified Food," Economic Inquiry, Western Economic Association International, vol. 45(3), pages 409-432, July.
    14. Warner, K.E., 1989. "Effects of the antismoking campaign: An update," American Journal of Public Health, American Public Health Association, vol. 79(2), pages 144-151.
    15. Mark E. Smith & Eileen O. van Ravenswaay & Stanley R. Thompson, 1988. "Sales Loss Determination in Food Contamination Incidents: An Application to Milk Bans in Hawaii," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 70(3), pages 513-520.
    16. Cherchye, Laurens & De Rock, Bram & Griffith, Rachel & O’Connell, Martin & Smith, Kate & Vermeulen, Frederic, 2017. "A New Year, a New You? Heterogeneity and Self-Control in Food Purchases," IZA Discussion Papers 11205, Institute of Labor Economics (IZA).
    17. Giorgio Brunello & Margherita Fort & Nicole Schneeweis & Rudolf Winter‐Ebmer, 2016. "The Causal Effect of Education on Health: What is the Role of Health Behaviors?," Health Economics, John Wiley & Sons, Ltd., vol. 25(3), pages 314-336, March.
    18. Petter Lundborg, 2013. "The health returns to schooling—what can we learn from twins?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(2), pages 673-701, April.
    19. Contoyannis, Paul & Forster, Martin, 1999. "The distribution of health and income: a theoretical framework," Journal of Health Economics, Elsevier, vol. 18(5), pages 603-620, October.
    20. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    21. Vincenzo Carrieri & Leonardo Madio & Francesco Principe, 2019. "Vaccine hesitancy and (fake) news: Quasi‐experimental evidence from Italy," Health Economics, John Wiley & Sons, Ltd., vol. 28(11), pages 1377-1382, November.
    22. Sara Capacci & Mario Mazzocchi & Bhavani Shankar, 2018. "Breaking Habits: The Effect of the French Vending Machine Ban on School Snacking and Sugar Intakes," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 37(1), pages 88-111, January.
    23. Hamilton, James L, 1972. "The Demand for Cigarettes: Advertising, the Health Scare, and the Cigarette Advertising Ban," The Review of Economics and Statistics, MIT Press, vol. 54(4), pages 401-411, November.
    24. Yadavalli, Anita & Jones, Keithly, 2014. "Does media influence consumer demand? The case of lean finely textured beef in the United States," Food Policy, Elsevier, vol. 49(P1), pages 219-227.
    25. Shimshack, Jay P. & Ward, Michael B., 2010. "Mercury advisories and household health trade-offs," Journal of Health Economics, Elsevier, vol. 29(5), pages 674-685, September.
    26. Alessandro Gavazza & Mattia Nardotto & Tommaso Valletti, 2019. "Internet and Politics: Evidence from U.K. Local Elections and Local Government Policies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(5), pages 2092-2135.
    27. Janet A. Weiss & Mary Tschirhart, 1994. "Public information campaigns as policy instruments," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 13(1), pages 82-119.
    28. Jay Shimshack, 2004. "Are Mercury Advisories Effective? Inofrmation, Education, and Fish Consumption," Discussion Papers Series, Department of Economics, Tufts University 0423, Department of Economics, Tufts University.
    29. Stephen G. Donald & Kevin Lang, 2007. "Inference with Difference-in-Differences and Other Panel Data," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 221-233, May.
    30. Schlenker, Wolfram & Villas-Boas, Sofia, 2009. "AJAE appendix for ‘Consumer and Market Responses to Mad-Cow Disease’," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 91(4), pages 1-12, March.
    31. Shimshack, Jay P. & Ward, Michael B. & Beatty, Timothy K.M., 2007. "Mercury advisories: Information, education, and fish consumption," Journal of Environmental Economics and Management, Elsevier, vol. 53(2), pages 158-179, March.
    32. W. Kip Viscusi & Wesley A. Magat & Joel Huber, 1986. "Informational Regulation of Consumer Health Risks: An Empirical Evaluation of Hazard Warnings," RAND Journal of Economics, The RAND Corporation, vol. 17(3), pages 351-365, Autumn.
    33. Marc D. Shapiro, 2005. "Equity and information: Information regulation, environmental justice, and risks from toxic chemicals," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 24(2), pages 373-398.
    34. Gabriella Conti & James Heckman & Sergio Urzua, 2010. "The Education-Health Gradient," American Economic Review, American Economic Association, vol. 100(2), pages 234-238, May.
    35. Martin Browning & S¯ren Leth-Petersen, 2003. "Imputing consumption from income and wealth information," Economic Journal, Royal Economic Society, vol. 113(488), pages 282-301, June.
    36. Helen May & Joanna Burger, 1996. "Fishing in a Polluted Estuary: Fishing Behavior, Fish Consumption, and Potential Risk," Risk Analysis, John Wiley & Sons, vol. 16(4), pages 459-471, August.
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    More about this item

    Keywords

    carcinogenic red meat; health warnings; WHO; consumers' response;
    All these keywords.

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy

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