Special Issue:
农业经济与管理合辑Agricultural Economics and Management
农业生态环境-氮素合辑Agro-ecosystem & Environment—Nitrogen
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Food safety inspection and the adoption of traceability in aquatic wholesale markets: A game-theoretic model and empirical evidence |
JIN Cang-yu1, Retsef LEVI2, LIANG Qiao1, Nicholas RENEGAR3, ZHOU Jie-hong1 |
1 China Academy for Rural Development, School of Public Affairs, Zhejiang University, Hangzhou 310058, P.R.China
2 Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
3 Operations Research Center, Massachusetts Institute of Technology, Cambridge, MA 02139, USA |
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摘要
供应链可追溯性的构建能够对食品安全问题进行溯源,因此对于降低食品安全风险来说非常重要。此外,它能够帮助监管者了解食品安全风险发生的供应链环节,并能够对上游农业企业的经济性动机掺假行为产生威慑。本文聚焦于中国水产品供应链,试图通过构建批发市场经营户、养殖户和政府三方的博弈模型和使用大规模的水产品批发市场实地调研数据,分析经营户可追溯采纳行为。该实地调研数据涵盖了浙江和湖南两省所有存在水产品交易的批发市场,具体来说,包含76家批发市场和763个经营户的信息。理论和实证研究的结果表明,批发市场经营户之间采用可追溯性与食品安全抽检强度、经营户个人的被抽检经历和风险意识密切相关;此外,在私营市场中,抽检强度对经营户的产品可追溯性采纳的影响要强于国家/集体所有权的市场。本文提供了关于中国水产品可追溯性发展的情况,更为重要的是,发现了可能影响批发市场经营户的产品可追溯性的因素,以期为相关政府部门促进水产品供应链的可追溯性提供建议。
Abstract Supply chain traceability is key to reduce food safety risks, since it allows problems to be traced to their sources. Moreover, it allows regulatory agencies to understand where risk is introduced into the supply chain, and offers a major disincentive for upstream agricultural businesses engaging in economically motivated adulteration. This paper focuses on the aquatic supply chain in China, and seeks to understand the adoption of traceability both through an analytical model, and empirical analysis based on data collected through an extensive (largest ever) field survey of Chinese aquatic wholesale markets. The field survey includes 76 managers and 753 vendors, covering all aquatic wholesale markets in Zhejiang and Hunan provinces. The analytical and empirical results suggest that the adoption of traceability among wholesale market vendors is significantly associated with inspection intensity, their individual history of food safety problems, and their risk awareness. The effect of inspection intensity on traceability adoption is stronger in markets which are privately owned than in markets with state/collective ownership. The analysis offers insights into the current state of traceability in China. More importantly, it suggests several hypothesized factors that might affect the adoption of traceability and could be leveraged by regulatory organizations to improve it.
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Received: 29 May 2020
Accepted:
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Fund: The research was funded by the Fundamental Research Funds for the Central Universities, China and ZJU-IFPRI Center for International Development Studies, and the National Planning Office of Philosophy and Social Science of China (19ZDA106). |
Corresponding Authors:
Correspondence LIANG Qiao, Tel/Fax: +86-571-56337019, E-mail: liangqiao2323@126.com; ZHOU Jie-hong, Tel/Fax: +86-571-56337045, E-mail: runzhou@zju.edu.cn
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Cite this article:
JIN Cang-yu, Retsef LEVI, LIANG Qiao, Nicholas RENEGAR, ZHOU Jie-hong.
2021.
Food safety inspection and the adoption of traceability in aquatic wholesale markets: A game-theoretic model and empirical evidence. Journal of Integrative Agriculture, 20(10): 2807-2819.
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Akerlof G. 1970. The market for “lemons”: Quality uncertainty and the market mechanism. Quarterly Journal of Economics, 84, 488–500.
Boselie D, Henson S, Weatherspoon D. 2003. Supermarket procurement practices in developing countries: Redefining the roles of the public and private sectors. American Journal of Agricultural Economics, 85, 1155–1161.
Devkota A R, Dhakal D D, Gautam D M, Dutta J P. 2014. Assessment of fruit and vegetable losses at major wholesale markets in Nepal. International Journal of Applied Sciences and Biotechnology, 2, 559–562.
Ding J P, Huang J K, Jia X, Bai J F, Boucher S, Carter M. 2015. Direct farm, production base, traceability and food safety in China. Journal of Integrative Agriculture, 11, 2380–2390.
Feng J, Fu Z, Wang Z, Xu M, Zhang X. 2013. Development and evaluation on a RFID-based traceability system for cattle/beef quality safety in China. Food Control, 31, 314–325.
Fisheries Bureau of Ministry of Agriculture of China, National Fisheries Technology Extension Center, China Society of Fisheries. 2018. China Fishery Statistical Yearbook. China Agriculture Press, Beijing. (in Chinese)
Hirschauer N, Musshoff O. 2007. A game-theoretic approach to behavioral food risks: The case of grain producers. Food Policy, 32, 246–265.
Hobbs J E. 2004. Information asymmetry and the role of traceability system. Agribusiness, 20, 397–415.
Hobbs J E, Bailey D, Dickinson D L, Haghiri M. 2005. Traceability in the Canadian red meat sector: Do consumers care? Canadian Journal of Agricultural Economics, 53, 47–65.
Hu Y, Yuan C, Yu K, Qu Y, Chen S, Wang X, Kimura I. 2014. An online survey study of consumer preferences on aquatic products in China: Current seafood consumption patterns and trends. Fisheries and Aquaculture Journal, 5, 1–6.
Iarossi G. 2006. The Power of Survey Design: A User’s Guide for Managing Surveys, Interpreting Results, and Influencing Respondents. World Bank, Washington, DC. [2017-12-25]. https://openknowledge.worldbank.org/handle/10986/6975
Jin C, Levi R, Liang Q, Renegar N, Springs S, Zhou J, Zhou W. 2021. Testing at the source: Analytics-enabled risk-based sampling of food supply chains in China. Management Science, 67, 2985–2996.
Karippacheril T G, Rios L D, Srivastava L. 2017. Global markets, global challenges: Improving food safety and traceability while empowering smallholders through ICT. In: Pehu E, Kelly T, eds., ICT in Agriculture Sourcebook: Connecting Smallholders to Knowledge, Networks and Institutions.World Bank. pp. 283–308.
Kyung M, Gill J, Ghosh M, Casella G. 2010. Penalized regression, standard errors, and Bayesian lassos. Bayesian Analysis, 5, 369–411.
Levi R, Singhvi S, Zheng Y. 2019. Artificial Shortage in Agricultural Supply Chains. [2021-4-2]. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3332493
Lowder S K, Skoet J, Raney T. 2016. The number, size, and distribution of farms, smallholder farms, and family farms worldwide. World Development, 87, 16–29.
Ma Y, Lu J, Li T. 2016. Research on the quality safety traceability system of agricultural product in China. Logistics Sci-Tech, 3, 33–35. (in Chinese)
Meuwissen M P, Velthuis A G, Hogeveen H, Huirne R. 2003. Traceability and certification in meat supply chains. Journal of Agribusiness, 21, 167–181.
Minten B, Vandeplas A, Swinnen J. 2012. Regulations, brokers, and interlinkages: The institutional organization of wholesale markets in India. Journal of Development Studies, 48, 864–886.
Opara E U. 2003. The effect of information technology on global business. Journal for International Business and Entrepreneurship Development, 2, 45–49.
Orden D, Roberts D. 2007. Food regulation and trade under the WTO: Ten years in perspective. Agricultural Economics, 37, 103–118.
Pant R R, Prakash G, Farooquie J A. 2015. A framework for traceability and transparency in the dairy supply chain networks. Procedia-Social and Behavioral Sciences, 189, 385–394.
Pouliot S, Sumner D A. 2008. Traceability, liability, and incentives for food safety and quality. American Journal of Agricultural Economics, 90, 15–27.
Ren Y, An Y. 2010. Efficient food safety regulation in the agro-food wholesale market. Agriculture and Agricultural Science Procedia, 1, 344–353.
Resende-Filho M A, Hurley T M. 2012. Information asymmetry and traceability incentives for food safety. International Journal of Production Economics, 139, 596–603.
Song M X, Yang X M. 2019. Leveraging core capabilities and environmental dynamism for food traceability and firm performance in a food supply chain: A moderated mediation model. Journal of Integrative Agriculture, 8, 1820–1837.
Souza-Monteiro D M, Caswell J A. 2009. Traceability adoption at the farm level: An empirical analysis of the Portuguese pear industry. Food Policy, 34, 94–101.
Souza-Monteiro D M, J A Caswell. 2013. U.S. Government Programs Affecting Food and Agricultural Marketing. Springer, NY.
Starbird S A. 2005. Moral hazard, inspection policy, and food safety. American Journal of Agricultural Economics, 87, 15–27.
Starbird S A, Amanor-Boadu V. 2006. Do inspection and traceability provide incentives for food safety? Journal of Agricultural and Resource Economics, 31, 14–26.
Tibshirani R. 1996. Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society (Series B: Methodological), 58, 267–288.
Umal-Deininger D, Sur M. 2007. Food safety in a globalizing world: Opportunities and challenges for India. Agricultural Economics, 37, 135–147.
Xie K, Lai J, Xiao J, Wu J. 2016. Food safety, regulatory boundedness and institution arrangement. Economic Research, 4, 174–187. (in Chinese)
Yiannas F. 2019. Food safety is everyone’s business. [2019-06-07]. https://www.fda.gov/news-events/remarks-frank-yiannas-world-food-safety-day-food-safety-everyones-business-united-nations-06072019
Yu H, Wang H H, Li B. 2018. Production system innovation to ensure raw milk safety in small holder economies: The case of dairy complex in China. Agricultural Economics, 49, 787–797.
Zhang Y, Wang W, Yan L, Glamuzina B, Zhang X. 2019. Development and evaluation of an intelligent traceability system for waterless live fish transportation. Food Control, 95, 283–297.
Zheng F, Chen L, Zhou X. 2018. Based on the “Internet+” the safety of agricultural products traceability research. Logistics Sci-tech, 41, 44–46. (in Chinese)
Zhou J, Yan Z, Liu Q. 2013. Identification of behavior of voluntary traceability and analysis of its determinants: A case study of hog slaughtering and processing firms in Zhejiang Province, China. Journal of Integrative Agriculture, 6, 1112–1121.
Zou H. 2006. The adaptive LASSO and its oracle properties. Journal of the American Statistical Association, 101, 1418–1429.
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