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Demand Shocks and Supply Chain Resilience: An Agent Based Modelling Approach and Application to the Potato Supply Chain

Author

Listed:
  • Liang Lu
  • Ruby Nguyen
  • Md Mamunur Rahman
  • Jason Winfree
Abstract
The food supply chain has experienced major disruptions from both demand and supply sides during the Covid-19 pandemic. While some consequences such as food waste are directly caused by the disruption due to supply chain inefficiency, others are indirectly caused by a change in consumer’s preferences. As a result, evaluating food supply chain resilience is a difficult task. With an attempt to understand impacts of demand on the food supply chain, we developed an agent-based model based on the case of Idaho’s potato supply chain. Results showed that not only the magnitude but also the timing of the demand shock will have different impacts on various stakeholders of the supply chain. Our contribution to the literature is two-fold. First, the model helps explain why food waste and shortages may occur with dramatic shifts in consumer demand. Second, this paper provides a new angle on evaluating the various mitigation strategies and policy responses to disruptions beyond Covid-19.

Suggested Citation

  • Liang Lu & Ruby Nguyen & Md Mamunur Rahman & Jason Winfree, 2021. "Demand Shocks and Supply Chain Resilience: An Agent Based Modelling Approach and Application to the Potato Supply Chain," NBER Working Papers 29166, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:29166
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    References listed on IDEAS

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    1. Timothy J. Richards & Bradley Rickard, 2020. "COVID‐19 impact on fruit and vegetable markets," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(2), pages 189-194, June.
    2. Smallwood, David M. & Blaylock, James R., 1984. "Household Expenditures for Fruits, Vegetables, and Potatoes," Technical Bulletins 157660, United States Department of Agriculture, Economic Research Service.
    3. George Van Voorn & Geerten Hengeveld & Jan Verhagen, 2020. "An agent based model representation to assess resilience and efficiency of food supply chains," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-27, November.
    4. 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.
    5. Thomas Reardon & Ben Belton & Lenis Saweda O. Liverpool‐Tasie & Liang Lu & Chandra S. R. Nuthalapati & Oyinkan Tasie & David Zilberman, 2021. "E‐commerce's fast‐tracking diffusion and adaptation in developing countries," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(4), pages 1243-1259, December.
    6. Stephen F Hamilton & Timothy J Richards, 2019. "Food Policy and Household Food Waste," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(2), pages 600-614.
    7. Hung‐Hao Chang & Chad D. Meyerhoefer, 2021. "COVID‐19 and the Demand for Online Food Shopping Services: Empirical Evidence from Taiwan," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 448-465, March.
    8. Fang, Yaner & Shou, Biying, 2015. "Managing supply uncertainty under supply chain Cournot competition," European Journal of Operational Research, Elsevier, vol. 243(1), pages 156-176.
    9. Xiaoxue Du & Liang Lu & Thomas Reardon & David Zilberman, 2016. "Economics of Agricultural Supply Chain Design: A Portfolio Selection Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(5), pages 1377-1388.
    10. Jill E. Hobbs, 2020. "Food supply chains during the COVID‐19 pandemic," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(2), pages 171-176, June.
    11. Marc F. Bellemare & Metin Çakir & Hikaru Hanawa Peterson & Lindsey Novak & Jeta Rudi, 2017. "On the Measurement of Food Waste," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(5), pages 1148-1158.
    12. Zhang, Xiaobo, 2020. "Chinese livestock farms struggle under COVID-19 restrictions," IFPRI book chapters, in: COVID-19 and global food security, chapter 19, pages 84-85, International Food Policy Research Institute (IFPRI).
    13. Richard S. Gray, 2020. "Agriculture, transportation, and the COVID‐19 crisis," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(2), pages 239-243, June.
    14. Zilberman, David & Lu, Liang & Reardon, Thomas, 2019. "Innovation-induced food supply chain design," Food Policy, Elsevier, vol. 83(C), pages 289-297.
    15. Ken McEwan & Lynn Marchand & Max Shang & Delia Bucknell, 2020. "Potential implications of COVID‐19 on the Canadian pork industry," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(2), pages 201-206, June.
    16. Thomas Reardon & Amir Heiman & Liang Lu & Chandra S.R. Nuthalapati & Rob Vos & David Zilberman, 2021. "“Pivoting” by food industry firms to cope with COVID‐19 in developing regions: E‐commerce and “copivoting” delivery intermediaries," Agricultural Economics, International Association of Agricultural Economists, vol. 52(3), pages 459-475, May.
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    Cited by:

    1. Guang Tian & Xiaoxue Du & Fangbin Qiao & Andres Trujillo-Barrera, 2021. "Technology Adoption and Learning-by-Doing: The Case of Bt Cotton Adoption in China," JRFM, MDPI, vol. 14(11), pages 1-13, November.
    2. Xiaoxue Du & Levan Elbakidze & Liang Lu & R. Garth Taylor, 2022. "Climate Smart Pest Management," Sustainability, MDPI, vol. 14(16), pages 1-19, August.
    3. Rahman, Md Mamunur & Nguyen, Ruby & Lu, Liang, 2022. "Multi-level impacts of climate change and supply disruption events on a potato supply chain: An agent-based modeling approach," Agricultural Systems, Elsevier, vol. 201(C).
    4. Rebecca Sarku & Ulfia A. Clemen & Thomas Clemen, 2023. "The Application of Artificial Intelligence Models for Food Security: A Review," Agriculture, MDPI, vol. 13(10), pages 1-28, October.
    5. Zhengliang Yang & Xiaoxue Du & Liang Lu & Hernan Tejeda, 2022. "Price and Volatility Transmissions among Natural Gas, Fertilizer, and Corn Markets: A Revisit," JRFM, MDPI, vol. 15(2), pages 1-14, February.

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    More about this item

    JEL classification:

    • L1 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance
    • Q11 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Aggregate Supply and Demand Analysis; Prices

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