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Consumer responses to front-of-package labeling in the presence of information spillovers

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  • Zhu, Chen
  • Lopez, Rigoberto A.
  • Liu, Xiaoou

Abstract

Voluntary nutrition labeling, a means of nutrition quality disclosure, was introduced in the U.S. over the last decade by leading food manufacturers, primarily in the form of front-of-package (FOP) labeling. This article examines how consumer responses to FOP labeling via product participation and information spillovers shift consumer demand across competing products. Applying a random coefficient logit demand model to sales data from the U.S. ready-to-eat cereal market (RTEC) empirically confirms a positive participation effect of FOP and a strong negative spillover effect on non-participating products. Further results indicate that the participation and spillover effects are stronger for healthy RTECs than they are for unhealthy ones. Moreover, ignoring such effects leads to underestimation of consumer valuation of FOP labeling for participating products, higher own-price elasticities of demand and lower price-cost margins. The findings also suggest that an incentive in a firm’s voluntary participation in self-regulated labeling programs is to avoid negative treatment externalities and that less health-conscious consumers are not influenced by spillover effects. Overall, this article highlights the importance of including spillover effects in the evaluation of FOP programs and that FOP can play a positive role in improving the healthfulness of consumer choices.

Suggested Citation

  • Zhu, Chen & Lopez, Rigoberto A. & Liu, Xiaoou, 2019. "Consumer responses to front-of-package labeling in the presence of information spillovers," Food Policy, Elsevier, vol. 86(C), pages 1-1.
  • Handle: RePEc:eee:jfpoli:v:86:y:2019:i:c:5
    DOI: 10.1016/j.foodpol.2019.05.006
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    as
    1. Jean‐Pierre Dubé & Jeremy T. Fox & Che‐Lin Su, 2012. "Improving the Numerical Performance of Static and Dynamic Aggregate Discrete Choice Random Coefficients Demand Estimation," Econometrica, Econometric Society, vol. 80(5), pages 2231-2267, September.
    2. Reynaert, Mathias & Verboven, Frank, 2014. "Improving the performance of random coefficients demand models: The role of optimal instruments," Journal of Econometrics, Elsevier, vol. 179(1), pages 83-98.
    3. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    4. Nevo, Aviv, 2001. "Measuring Market Power in the Ready-to-Eat Cereal Industry," Econometrica, Econometric Society, vol. 69(2), pages 307-342, March.
    5. Pierre Dubois & Rachel Griffith & Martin O’Connell, 2018. "The Effects of Banning Advertising in Junk Food Markets," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(1), pages 396-436.
    6. James Levinsohn & Steven Berry & Ariel Pakes, 1999. "Voluntary Export Restraints on Automobiles: Evaluating a Trade Policy," American Economic Review, American Economic Association, vol. 89(3), pages 400-430, June.
    7. Kristin Kiesel & Jill J. McCluskey & Sofia B. Villas-Boas, 2011. "Nutritional Labeling and Consumer Choices," Annual Review of Resource Economics, Annual Reviews, vol. 3(1), pages 141-158, October.
    8. Bialkova, Svetlana & Grunert, Klaus G. & van Trijp, Hans, 2013. "Standing out in the crowd: The effect of information clutter on consumer attention for front-of-pack nutrition labels," Food Policy, Elsevier, vol. 41(C), pages 65-74.
    9. Gregory K. Price & John M. Connor, 2003. "Modeling coupon values for ready-to-eat breakfast cereals," Agribusiness, John Wiley & Sons, Ltd., vol. 19(2), pages 223-243.
    10. Cawley, John & Ruhm, Christopher J., 2011. "The Economics of Risky Health Behaviors," Handbook of Health Economics, in: Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), Handbook of Health Economics, volume 2, chapter 0, pages 95-199, Elsevier.
    11. Greene, David & Hossain, Anushah & Hofmann, Julia & Helfand, Gloria & Beach, Robert, 2018. "Consumer willingness to pay for vehicle attributes: What do we Know?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 258-279.
    12. Xun Li & Rigoberto A. Lopez, 2015. "Do Brand Advertising Spillovers Matter?," Agribusiness, John Wiley & Sons, Ltd., vol. 31(2), pages 229-242, April.
    13. repec:dau:papers:123456789/10844 is not listed on IDEAS
    14. Wang, Emily & Rojas, Christian & Bauner, Christoph, 2015. "Evolution of nutritional quality in the US: Evidence from the ready-to-eat cereal industry," Economics Letters, Elsevier, vol. 133(C), pages 105-108.
    15. Kiesel, Kristin & Villas-Boas, Sofia B., 2013. "Can information costs affect consumer choice? Nutritional labels in a supermarket experiment," International Journal of Industrial Organization, Elsevier, vol. 31(2), pages 153-163.
    16. Becker, Mark W. & Bello, Nora M. & Sundar, Raghav P. & Peltier, Chad & Bix, Laura, 2015. "Front of pack labels enhance attention to nutrition information in novel and commercial brands," Food Policy, Elsevier, vol. 56(C), pages 76-86.
    17. Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), 2011. "Handbook of Health Economics," Handbook of Health Economics, Elsevier, volume 2, number 2.
    18. Jeremy Kees & Marla B. Royne & Yoon-Na Cho, 2014. "Regulating Front-of-Package Nutrition Information Disclosures: A Test of Industry Self-Regulation vs. Other Popular Options," Journal of Consumer Affairs, Wiley Blackwell, vol. 48(1), pages 147-174, March.
    19. Berning Joshua P & Chouinard Hayley H & McCluskey Jill J, 2008. "Consumer Preferences for Detailed versus Summary Formats of Nutrition Information on Grocery Store Shelf Labels," Journal of Agricultural & Food Industrial Organization, De Gruyter, vol. 6(1), pages 1-22, August.
    20. Thomas P. Lyon & John W. Maxwell, 2007. "Public Voluntary Programs Reconsidered," Working Papers 2007-07, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
    21. Benaissa Chidmi & Rigoberto A. Lopez, 2007. "Brand-Supermarket Demand for Breakfast Cereals and Retail Competition," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 324-337.
    22. Christine Moorman & Rosellina Ferraro & Joel Huber, 2012. "Unintended Nutrition Consequences: Firm Responses to the Nutrition Labeling and Education Act," Marketing Science, INFORMS, vol. 31(5), pages 717-737, September.
    23. Boztuğ, Yasemin & Juhl, Hans Jørn & Elshiewy, Ossama & Jensen, Morten Berg, 2015. "Consumer response to monochrome Guideline Daily Amount nutrition labels," Food Policy, Elsevier, vol. 53(C), pages 1-8.
    24. Chidmi, Benaissa & Lopez, Rigoberto A., 2007. "AJAE Appendix: Brand-Supermarket Demand for Breakfast Cereals and Retail Competition," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 89(2), pages 1-5, May.
    25. David W. Vincent, 2015. "The Berry–Levinsohn–Pakes estimator of the random-coefficients logit demand model," Stata Journal, StataCorp LP, vol. 15(3), pages 854-880, September.
    26. Schmeiser Steven, 2016. "Spillovers in Attribute Advertising," Review of Marketing Science, De Gruyter, vol. 14(1), pages 69-87, June.
    27. Chamberlain, Gary, 1987. "Asymptotic efficiency in estimation with conditional moment restrictions," Journal of Econometrics, Elsevier, vol. 34(3), pages 305-334, March.
    28. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    29. Christopher R. Knittel & Konstantinos Metaxoglou, 2008. "Estimation of Random Coefficient Demand Models: Challenges, Difficulties and Warnings," NBER Working Papers 14080, National Bureau of Economic Research, Inc.
    30. Andrew Daly & Stephane Hess & Kenneth Train, 2012. "Assuring finite moments for willingness to pay in random coefficient models," Transportation, Springer, vol. 39(1), pages 19-31, January.
    31. Jean-Pierre Dubé & Günter Hitsch & Puneet Manchanda, 2005. "An Empirical Model of Advertising Dynamics," Quantitative Marketing and Economics (QME), Springer, vol. 3(2), pages 107-144, June.
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