IDEAS home Printed from https://ideas.repec.org/p/boc/fsug22/21.html
   My bibliography  Save this paper

Is mass media an effective channel for conveying nutritional information? Welfare implications of the WHO classification of processed meats as carcinogenic on consumers in Israel

Author

Listed:
  • Adam Dvir

    (The Hebrew University of Jerusalem)

Abstract

Disseminating health information in the mass-media seems like a cost-effective approach to inform the public about the risks involved in consuming hazardous food. But does it work? I answer this question by exploiting the announcement by the World Health Organization (WHO) in October 2015 that processed meat products have been classified as carcinogenic to humans. My findings are based on two datasets, a representative consumer panel data and aggregated product-level market data of meat purchases in Israel. I apply two different methods of natural-experiments: regression discontinuity in time and difference-in-differences; both yield similar results. It turns out that the WHO warning caused a negative, sizable, statistically significant and persistent change in the equilibrium quantities of processed meats, which have dropped by 164 grams per household per month (-18%). To produce an equivalent demand reaction, prices of processed meat would have had to increase by 24%. The effect lasts for at least two years, long after media coverage has faded. The response is affected by income, ethnicity, and education. Low-income households and immigrants from the former USSR did not significantly respond to the announcement. Interestingly, I find that secondary education on the part of one parent is a necessary threshold for reducing long-term consumption. I evaluate two values: (1) the price increase that would have induced processed-meat consumption reduction equivalent to that of the WHO announcement at 3.3-4.05 $/kg and (2) the marginal expected cancer cost (through illness and mortality) evaluated at 1.1-4.0 $/kg. As the two ranges overlap, I conclude that the announcement successfully internalized the costs associated with cancer risks into consumers' considerations with respect to consumption of processed meat.

Suggested Citation

  • Adam Dvir, 2022. "Is mass media an effective channel for conveying nutritional information? Welfare implications of the WHO classification of processed meats as carcinogenic on consumers in Israel," French Stata Users' Group Meetings 2022 21, Stata Users Group.
  • Handle: RePEc:boc:fsug22:21
    as

    Download full text from publisher

    File URL: http://repec.org/frsug2022/France22_Dvir.pdf
    File Function: presentation materials
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Viscusi, W. Kip & Masterman, Clayton J., 2017. "Income Elasticities and Global Values of a Statistical Life," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 8(2), pages 226-250, July.
    2. 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.
    3. 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.
    4. 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.
    5. Viscusi, W Kip & Aldy, Joseph E, 2003. "The Value of a Statistical Life: A Critical Review of Market Estimates throughout the World," Journal of Risk and Uncertainty, Springer, vol. 27(1), pages 5-76, August.
    6. Rodney G. Robenstein & Walter N. Thurman, 1996. "Health Risk and the Demand for Red Meat: Evidence from Futures Markets," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 18(4), pages 629-641.
    7. Verbeke, Wim & Ward, Ronald W., 2001. "A fresh meat almost ideal demand system incorporating negative TV press and advertising impact," Agricultural Economics, Blackwell, vol. 25(2-3), pages 359-374, September.
    8. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    9. Janusz R. Mrozek & Laura O. Taylor, 2002. "What determines the value of life? a meta-analysis," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 21(2), pages 253-270.
    10. Nicholas E. Piggott & Thomas L. Marsh, 2004. "Does Food Safety Information Impact U.S. Meat Demand?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(1), pages 154-174.
    11. Viscusi, W Kip, 1993. "The Value of Risks to Life and Health," Journal of Economic Literature, American Economic Association, vol. 31(4), pages 1912-1946, December.
    12. Santos Silva, J.M.C. & Tenreyro, Silvana, 2011. "Further simulation evidence on the performance of the Poisson pseudo-maximum likelihood estimator," Economics Letters, Elsevier, vol. 112(2), pages 220-222, August.
    13. Catherine Hausman & David S. Rapson, 2018. "Regression Discontinuity in Time: Considerations for Empirical Applications," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 533-552, October.
    14. Mario Mazzocchi, 2006. "No News Is Good News: Stochastic Parameters versus Media Coverage Indices in Demand Models after Food Scares," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 727-741.
    15. Carrieri, Vincenzo & Principe, Francesco, 2022. "WHO and for how long? An empirical analysis of the consumers’ response to red meat warning," Food Policy, Elsevier, vol. 108(C).
    16. David H. Howard & Florence K. Tangka & Laura C. Seeff & Lisa C. Richardson & Donatus U. Ekwueme, 2009. "The impact of detection and treatment on lifetime medical costs for patients with precancerous polyps and colorectal cancer," Health Economics, John Wiley & Sons, Ltd., vol. 18(12), pages 1381-1393, December.
    17. Kyrre Rickertsen & Dadi Kristofersson & Solveig Lothe, 2003. "Effects of health information on Nordic meat and fish demand," Empirical Economics, Springer, vol. 28(2), pages 249-273, April.
    18. Timothy K. M. Beatty & Ian A. Crawford, 2011. "How Demanding Is the Revealed Preference Approach to Demand?," American Economic Review, American Economic Association, vol. 101(6), pages 2782-2795, October.
    19. Rosa Ferrer & Helena Perrone, 2017. "Consumers’ Costly Responses to Product-Harm Crises," Working Papers 975, Barcelona School of Economics.
    20. Glynn T. Tonsor & Nicole J. Olynk, 2011. "Impacts of Animal Well‐Being and Welfare Media on Meat Demand," Journal of Agricultural Economics, Wiley Blackwell, vol. 62(1), pages 59-72, February.
    21. Thomas Marsh & Ted Schroeder & James Mintert, 2004. "Impacts of meat product recalls on consumer demand in the USA," Applied Economics, Taylor & Francis Journals, vol. 36(9), pages 897-909.
    22. Pozo, Veronica F. & Schroeder, Ted C., 2016. "Evaluating the costs of meat and poultry recalls to food firms using stock returns," Food Policy, Elsevier, vol. 59(C), pages 66-77.
    23. Ruth Etzioni & Scott D. Ramsey & Kristin Berry & Martin Brown, 2001. "The impact of including future medical care costs when estimating the costs attributable to a disease: a colorectal cancer case study," Health Economics, John Wiley & Sons, Ltd., vol. 10(3), pages 245-256, April.
    24. repec:reg:rpubli:282 is not listed on IDEAS
    25. Andreyeva, T. & Long, M.W. & Brownell, K.D., 2010. "The impact of food prices on consumption: A systematic review of research on the price elasticity of demand for food," American Journal of Public Health, American Public Health Association, vol. 100(2), pages 216-222.
    26. Kuchler, Fred & Tegene, Abebayehu, 2006. "Did Bse Announcements Reduce Beef Purchases?," Economic Research Report 7251, United States Department of Agriculture, Economic Research Service.
    27. Chalfant, James A & Alston, Julian M, 1988. "Accounting for Changes in Tastes," Journal of Political Economy, University of Chicago Press, vol. 96(2), pages 391-410, April.
    28. Monia Ben Kaabia & Ana M. Angulo, 2001. "Health information and the demand for meat in Spain," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 28(4), pages 499-518, December.
    29. 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.
    30. 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.
    31. John D. Jackson, 1997. "Effects of Health Information and Generic Advertising on U.S. Meat Demand," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(1), pages 13-23.
    32. Malone, Trey & Lusk, Jayson L., 2017. "Taste Trumps Health And Safety: Incorporating Consumer Perceptions Into A Discrete Choice Experiment For Meat," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 49(1), pages 139-157, February.
    33. Chern, Wen S & Loehman, Edna T & Yen, Steven T, 1995. "Information, Health Risk Beliefs, and the Demand for Fats and Oils," The Review of Economics and Statistics, MIT Press, vol. 77(3), pages 555-564, August.
    34. Wim Verbeke & Ronald W. Ward & Jacques Viaene, 2000. "Probit analysis of fresh meat consumption in Belgium: Exploring BSE and television communication impact," Agribusiness, John Wiley & Sons, Ltd., vol. 16(2), pages 215-234.
    35. Michael R. Thomsen & Andrew M. McKenzie, 2001. "Market Incentives for Safe Foods: An Examination of Shareholder Losses from Meat and Poultry Recalls," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 526-538.
    36. Hwang, Seoyoung & Moon, Junghoon, 2016. "An Effect of the List of Carcinogenic Food Categories in Consumers’ Feelings of Guilt and Purchase Behavior," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236119, Agricultural and Applied Economics Association.
    37. Jayachandran N. Variyam & James Blaylock & David Smallwood, 1996. "A Probit Latent Variable Model of Nutrition Information and Dietary Fiber Intake," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(3), pages 628-639.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chantal Toledo & Sofia Berto Villas-Boas, 2019. "Safe or Not? Consumer Responses to Recalls with Traceability," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 41(3), pages 519-541, September.
    2. Shang, Xia & Tonsor, Glynn T., 2017. "Food safety recall effects across meat products and regions," Food Policy, Elsevier, vol. 69(C), pages 145-153.
    3. Taylor, Mykel & Klaiber, H. Allen & Kuchler, Fred, 2016. "Changes in U.S. consumer response to food safety recalls in the shadow of a BSE scare," Food Policy, Elsevier, vol. 62(C), pages 56-64.
    4. Matthew Houser & Jeffrey H Dorfman & Roderick M Rejesus, 2019. "The Long‐Term Effects of Meat Recalls on Futures Markets," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 41(2), pages 235-248, June.
    5. Martin Browning & Lars Gårn Hansen & Sinne Smed, 2013. "Rational inattention or rational overreaction? Consumer reactions to health news," IFRO Working Paper 2013/14, University of Copenhagen, Department of Food and Resource Economics.
    6. Matthew Houser & Berna Karali, 2020. "How Scary Are Food Scares? Evidence from Animal Disease Outbreaks," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(2), pages 283-306, June.
    7. Ollinger, Michael & Houser, Matthew, 2020. "Ground beef recalls and subsequent food safety performance," Food Policy, Elsevier, vol. 97(C).
    8. Beatty, Timothy & Katare, Bhagyashree, 2016. "What Drives Media Reporting of Food Safety Events? Evidence From U.S. Meat Recalls," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 239243, Agricultural and Applied Economics Association.
    9. Irz, Xavier & Mazzocchi, Mario & Réquillart, Vincent & Soler, Louis-Georges, 2015. "Research in Food Economics: past trends and new challenges," Revue d'Etudes en Agriculture et Environnement, Editions NecPlus, vol. 96(01), pages 187-237, March.
    10. Chen Zhen & Michael K. Wohlgenant, 2006. "Meat Demand under Rational Habit Persistence," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 54(4), pages 477-495, December.
    11. Paudel, Laxmi & Adhikari, Murali & Houston, Jack E., 2005. "Assessing the Impacts of Low Carbohydrate Related Health Information on the Market Demand for US Vegetables," 2005 Annual meeting, July 24-27, Providence, RI 19541, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    12. 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.
    13. Edgardo Ayala & Joana Chapa, 2017. "AH1N1 impact on the Mexican pork meat market," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 32(1), pages 3-25.
    14. Carrieri, Vincenzo & Principe, Francesco, 2022. "WHO and for how long? An empirical analysis of the consumers’ response to red meat warning," Food Policy, Elsevier, vol. 108(C).
    15. 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.
    16. Carrieri, V.; & Principe, F.;, 2018. "WHO and for how long? An empirical analysis of the consumers’ response to red meat warning," Health, Econometrics and Data Group (HEDG) Working Papers 18/08, HEDG, c/o Department of Economics, University of York.
    17. Rosa Ferrer Zarzuela & Helena Perrone, 2017. "Consumers’ costly responses to product-harm crises," Economics Working Papers 1571, Department of Economics and Business, Universitat Pompeu Fabra.
    18. Bakhtavoryan, Rafael & Capps, Oral, Jr. & Salin, Victoria, 2012. "Impact of Food Contamination on Brands: A Demand Systems Estimation of Peanut Butter," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 41(3), pages 1-13, December.
    19. M. P. McCullough & T. L. Marsh & R. Huffaker, 2013. "Reconstructing market reactions to consumption harms," Applied Economics Letters, Taylor & Francis Journals, vol. 20(2), pages 173-179, February.
    20. Yen, Steven T. & Lin, Biing-Hwan & Davis, Christopher G., 2008. "Consumer knowledge and meat consumption at home and away from home," Food Policy, Elsevier, vol. 33(6), pages 631-639, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:boc:fsug22:21. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christopher F Baum (email available below). General contact details of provider: https://edirc.repec.org/data/stataea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.