IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v16y2019i21p4182-d281430.html
   My bibliography  Save this article

Food Safety Incident, Public Health Concern, and Risk Spillover Heterogeneity: Avian Influenza Shocks as Natural Experiments in China’s Consumer Markets

Author

Listed:
  • Lan Yi

    (College of Economics & Management, Huazhong Agricultural University, Wuhan 430070, China
    Hubei Rural Development Research Center, Wuhan 430070, China)

  • Jianping Tao

    (College of Economics & Management, Huazhong Agricultural University, Wuhan 430070, China
    Hubei Rural Development Research Center, Wuhan 430070, China)

  • Zhongkun Zhu

    (College of Economics & Management, Huazhong Agricultural University, Wuhan 430070, China)

  • Caifeng Tan

    (College of Economics & Management, Huazhong Agricultural University, Wuhan 430070, China)

  • Le Qi

    (College of Economics & Management, Huazhong Agricultural University, Wuhan 430070, China)

Abstract

Background: Food safety incidents have aroused widespread public health concern, causing food price risk. However, the causal paths remain largely unexplored in previous literature. This paper sets out to identify the relations of local and spatial spillovers of food safety incidents and public health concerns to food price risk in consumer markets within a setting with heterogeneous food safety risk levels. Methods : (i) Theoretically, unlike prior work, this paper decomposes food safety risks into food safety incidents (objective incident component) and public health concern (subjective concern component). This article develops a theoretical framework of causality to capture the underlying causal pathways motivated by the theories of limited attention and two-step flow of communication. (ii) Empirically, using avian influenza shocks in China’s poultry markets as natural experiments, this paper differentiates between low- and high-risk food and incidents. The article adopts dynamic spatial panel models to analyze potential nonlinearity, moderation, and mediation in the spillover of food safety risk to food price risk for a long panel of 30 provinces covering the November 2007 to November 2017 period. Results: (i) Food safety incident alone only triggers high-risk food price risk, not low-risk food price risk. (ii) Public health concern amplifies nonlinear food price risk triggered by food safety incident. (iii) High-risk incident intensifies negative pressure of public health concern on food price risk. (iv) Food safety incident indirectly affects high-risk food price risk through public health concern. Conclusions: Using a setting with heterogeneous risk levels, this paper documents that (i) food safety incident itself does not necessarily determine food price risk, whereas it is actually public health concern that directly causes nonlinear food price risk; (ii) public health concern spillover to food price risk is negatively moderated by high-risk incident, and (iii) food safety incident spillover to high-risk food price risk is mediated by public health concern. The findings complement current research by (i) elucidating the diverse impacts of food safety incident and public health concern on food price risk, which are obscure in previous literature, and (ii) highlighting that heterogeneous food and incident risk levels matter for determining food price risk spillover.

Suggested Citation

  • Lan Yi & Jianping Tao & Zhongkun Zhu & Caifeng Tan & Le Qi, 2019. "Food Safety Incident, Public Health Concern, and Risk Spillover Heterogeneity: Avian Influenza Shocks as Natural Experiments in China’s Consumer Markets," IJERPH, MDPI, vol. 16(21), pages 1-30, October.
  • Handle: RePEc:gam:jijerp:v:16:y:2019:i:21:p:4182-:d:281430
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/16/21/4182/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/16/21/4182/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yao, Ting & Zhang, Yue-Jun & Ma, Chao-Qun, 2017. "How does investor attention affect international crude oil prices?," Applied Energy, Elsevier, vol. 205(C), pages 336-344.
    2. Bob Baulch, 1997. "Transfer Costs, Spatial Arbitrage, and Testing for Food Market Integration," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(2), pages 477-487.
    3. Teresa Serra, 2015. "Price volatility in Niger millet markets," Agricultural Economics, International Association of Agricultural Economists, vol. 46(4), pages 489-502, July.
    4. Derek D. Headey & William J. Martin, 2016. "The Impact of Food Prices on Poverty and Food Security," Annual Review of Resource Economics, Annual Reviews, vol. 8(1), pages 329-351, October.
    5. Hassouneh, Islam & Radwan, Amr & Serra, Teresa & Gil, José M., 2012. "Food scare crises and developing countries: The impact of avian influenza on vertical price transmission in the Egyptian poultry sector," Food Policy, Elsevier, vol. 37(3), pages 264-274.
    6. Byerlee, Derek & Jayne, T.S. & Myers, Robert J., 2006. "Managing food price risks and instability in a liberalizing market environment: Overview and policy options," Food Policy, Elsevier, vol. 31(4), pages 275-287, August.
    7. Lloyd, Tim & McCorriston, S. & Morgan, C. W. & Rayner, A. J., 2001. "The impact of food scares on price adjustment in the UK beef market," Agricultural Economics, Blackwell, vol. 25(2-3), pages 347-357, September.
    8. Brian M. Dillon & Christopher B. Barrett, 2016. "Global Oil Prices and Local Food Prices: Evidence from East Africa," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(1), pages 154-171.
    9. Lan Yi & Jianping Tao & Caifeng Tan & Zhongkun Zhu, 2019. "Avian Influenza, Public Opinion, and Risk Spillover: Measurement, Theory, and Evidence from China’s Broiler Market," Sustainability, MDPI, vol. 11(8), pages 1-44, April.
    10. Jun Luo & Jiepeng Wang & Yongle Zhao & Tingqiang Chen, 2018. "Scare Behavior Diffusion Model of Health Food Safety Based on Complex Network," Complexity, Hindawi, vol. 2018, pages 1-14, November.
    11. Stefano Mainardi, 2011. "Cropland use, yields, and droughts: spatial data modeling for Burkina Faso and Niger," Agricultural Economics, International Association of Agricultural Economists, vol. 42(1), pages 17-33, January.
    12. Derek D Headey, 2018. "Food Prices and Poverty," The World Bank Economic Review, World Bank, vol. 32(3), pages 676-691.
    13. Serra, Teresa & Zilberman, David, 2013. "Biofuel-related price transmission literature: A review," Energy Economics, Elsevier, vol. 37(C), pages 141-151.
    14. Nicholas Apergis & Anthony Rezitis, 2003. "Agricultural price volatility spillover effects: the case of Greece," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 30(3), pages 389-406, September.
    15. Colchero, M.A. & Salgado, J.C. & Unar-Munguía, M. & Hernández-Ávila, M. & Rivera-Dommarco, J.A., 2015. "Price elasticity of the demand for sugar sweetened beverages and soft drinks in Mexico," Economics & Human Biology, Elsevier, vol. 19(C), pages 129-137.
    16. Lin, Hsin-Chen & Bruning, Patrick F. & Swarna, Hepsi, 2018. "Using online opinion leaders to promote the hedonic and utilitarian value of products and services," Business Horizons, Elsevier, vol. 61(3), pages 431-442.
    17. Distefano, Tiziano & Chiarotti, Guido & Laio, Francesco & Ridolfi, Luca, 2019. "Spatial Distribution of the International Food Prices: Unexpected Heterogeneity and Randomness," Ecological Economics, Elsevier, vol. 159(C), pages 122-132.
    18. Ana María Iregui & Jesús Otero, 2017. "Testing for spatial market integration: evidence for Colombia using a pairwise approach," Agricultural Economics, International Association of Agricultural Economists, vol. 48(6), pages 743-753, November.
    19. Harrison Hong & Jeremy C. Stein, 1999. "A Unified Theory of Underreaction, Momentum Trading, and Overreaction in Asset Markets," Journal of Finance, American Finance Association, vol. 54(6), pages 2143-2184, December.
    20. Zhou, Li & Turvey, Calum G. & Hu, Wuyang & Ying, Ruiyao, 2016. "Fear and trust: How risk perceptions of avian influenza affect Chinese consumers’ demand for chicken," China Economic Review, Elsevier, vol. 40(C), pages 91-104.
    21. Liu, Peng & Ma, Liang, 2016. "Food scandals, media exposure, and citizens’ safety concerns: A multilevel analysis across Chinese cities," Food Policy, Elsevier, vol. 63(C), pages 102-111.
    22. Prentice, Catherine & Chen, Jue & Wang, Xuequn, 2019. "The influence of product and personal attributes on organic food marketing," Journal of Retailing and Consumer Services, Elsevier, vol. 46(C), pages 70-78.
    23. von Cramon-Taubadel, Stephan, 1998. "Estimating Asymmetric Price Transmission with the Error Correction Representation: An application to the German Pork Market," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 25(1), pages 1-18.
    24. Seval Mutlu Çamoğlu & Teresa Serra & Jos頍. Gil, 2015. "Vertical price transmission in the Turkish poultry market: the avian influenza crisis," Applied Economics, Taylor & Francis Journals, vol. 47(11), pages 1106-1117, March.
    25. Dyl, Edward A. & Yuksel, H. Zafer & Zaynutdinova, Gulnara R., 2019. "Price reversals and price continuations following large price movements," Journal of Business Research, Elsevier, vol. 95(C), pages 1-12.
    26. Zhang, Bing & Wang, Yudong, 2015. "Limited attention of individual investors and stock performance: Evidence from the ChiNext market," Economic Modelling, Elsevier, vol. 50(C), pages 94-104.
    27. Lafang Wang & Wenjing Duan & Dan Qu & Shaojun Wang, 2018. "What matters for global food price volatility?," Empirical Economics, Springer, vol. 54(4), pages 1549-1572, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Lan Yi & Congcong Duan & Jianping Tao & Yong Huang & Meihua Xing & Zhongkun Zhu & Caifeng Tan & Xinglin Chen, 2020. "Disease Outbreak, Health Scare, and Distance Decay: Evidence from HPAI Shocks in Chinese Meat Sector," IJERPH, MDPI, vol. 17(21), pages 1-35, October.
    2. Chuanhui Liao & Yu Luo & Weiwei Zhu, 2020. "Food Safety Trust, Risk Perception, and Consumers’ Response to Company Trust Repair Actions in Food Recall Crises," IJERPH, MDPI, vol. 17(4), pages 1-16, February.

    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. Lan Yi & Jianping Tao & Caifeng Tan & Zhongkun Zhu, 2019. "Avian Influenza, Public Opinion, and Risk Spillover: Measurement, Theory, and Evidence from China’s Broiler Market," Sustainability, MDPI, vol. 11(8), pages 1-44, April.
    2. Lan Yi & Congcong Duan & Jianping Tao & Yong Huang & Meihua Xing & Zhongkun Zhu & Caifeng Tan & Xinglin Chen, 2020. "Disease Outbreak, Health Scare, and Distance Decay: Evidence from HPAI Shocks in Chinese Meat Sector," IJERPH, MDPI, vol. 17(21), pages 1-35, October.
    3. López Cabrera, Brenda & Schulz, Franziska, 2016. "Volatility linkages between energy and agricultural commodity prices," Energy Economics, Elsevier, vol. 54(C), pages 190-203.
    4. Seok, Jun Ho & Kim, GwanSeon & Reed, Michael R. & Kim, Soo-Eun, 2018. "The impact of avian influenza on the Korean egg market: Who benefited?," Journal of Policy Modeling, Elsevier, vol. 40(1), pages 151-165.
    5. Liu, Yunqiang & Liu, Sha & Ye, Deping & Tang, Hong & Wang, Fang, 2022. "Dynamic impact of negative public sentiment on agricultural product prices during COVID-19," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    6. Stephan von Cramon-Taubadel, 2017. "The analysis of market integration and price transmission – results and implications in an African context," Agrekon, Taylor & Francis Journals, vol. 56(2), pages 83-96, April.
    7. Amer Ait Sidhoum & Teresa Serra, 2016. "Volatility Spillovers in the Spanish Food Marketing Chain: The Case of Tomato," Agribusiness, John Wiley & Sons, Ltd., vol. 32(1), pages 45-63, January.
    8. Isaac Abunyuwah, 2020. "Modeling Market Integration and Asymmetric Price Transmission Dynamics of Yam Markets in Ghana," Journal of Economics and Behavioral Studies, AMH International, vol. 12(3), pages 23-31.
    9. Alejandro Acosta & Carlos Barrantes & Rico Ihle, 2020. "Animal disease outbreaks and food market price dynamics: Evidence from regime‐dependent modelling and connected scatterplots," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(3), pages 960-976, July.
    10. Islam Hassouneh & Teresa Serra & José M. Gil, 2010. "Price transmission in the Spanish bovine sector: the BSE effect," Agricultural Economics, International Association of Agricultural Economists, vol. 41(1), pages 33-42, January.
    11. Liwen Ling & Dabin Zhang & Shanying Chen & Amin W. Mugera, 2020. "Can online search data improve the forecast accuracy of pork price in China?," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 39(4), pages 671-686, July.
    12. Ilyasov, Jarilkasin & Götz, Linde & Akramov, Kamiljon T. & Dorosh, Paul A. & Glauben, Thomas, 2016. "Market integration and price transmission in Tajikistan’s wheat markets: Rising like rockets but falling like feathers?:," IFPRI discussion papers 1547, International Food Policy Research Institute (IFPRI).
    13. Chi Ma & Jianping Tao & Caifeng Tan & Wei Liu & Xia Li, 2023. "Negative Media Sentiment about the Pig Epidemic and Pork Price Fluctuations: A Study on Spatial Spillover Effect and Mechanism," Agriculture, MDPI, vol. 13(3), pages 1-23, March.
    14. Kübra Akyol Özcan, 2023. "Food Price Bubbles: Food Price Indices of Turkey, the FAO, the OECD, and the IMF," Sustainability, MDPI, vol. 15(13), pages 1-21, June.
    15. Rotem Zelingher & David Makowski & Thierry Brunelle, 2020. "Forecasting impacts of Agricultural Production on Global Maize Price [Prévision des impacts de la production agricole sur les prix mondiaux du maïs]," Working Papers hal-02945775, HAL.
    16. Rudolf, Robert, 2019. "The impact of maize price shocks on household food security: Panel evidence from Tanzania," Food Policy, Elsevier, vol. 85(C), pages 40-54.
    17. Mahamadou Roufahi Tankari & Anatole Goundan, 2018. "Nontraded food commodity spatial price transmission: evidence from the Niger millet market," Agricultural Economics, International Association of Agricultural Economists, vol. 49(2), pages 147-156, March.
    18. Badolo, Félix, 2012. "Chocs de prix internationaux et transmission : cas du marché du riz au Burkina Faso," L'Actualité Economique, Société Canadienne de Science Economique, vol. 88(3), pages 317-346, Septembre.
    19. A. Amarender Reddy & Sandra Ricart & Timothy Cadman, 2020. "Driving factors of food safety standards in India: learning from street-food vendors’ behaviour and attitude," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(6), pages 1201-1217, December.
    20. Félix Badolo, 2011. "Transmission des chocs de prix internationaux : le cas du riz au Burkina Faso," Working Papers halshs-00627189, HAL.

    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:gam:jijerp:v:16:y:2019:i:21:p:4182-:d:281430. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.