IDEAS home Printed from https://ideas.repec.org/h/nbr/nberch/14614.html
   My bibliography  Save this book chapter

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

In: Risks in Agricultural Supply Chains

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.
(This abstract was borrowed from another version of this item.)

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 Chapters, in: Risks in Agricultural Supply Chains, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberch:14614
    as

    Download full text from publisher

    File URL: http://www.nber.org/chapters/c14614.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    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.
    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. 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. 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.
    4. 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.
    5. 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).

    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. Weersink, Alfons & von Massow, Mike & Bannon, Nicholas & Ifft, Jennifer & Maples, Josh & McEwan, Ken & McKendree, Melissa G.S. & Nicholson, Charles & Novakovic, Andrew & Rangarajan, Anusuya & Richards, 2021. "COVID-19 and the agri-food system in the United States and Canada," Agricultural Systems, Elsevier, vol. 188(C).
    2. Meuwissen, Miranda & Feindt, Peter & Slijper, Thomas & Spiegel, Alisa & Finger, Robert & de Mey, Yann & Paas, Wim & Termeer, Katrien & Poortvliet, P. Marijn & Peneva, Mariya & Urquhart, Julie & Vigani, 2021. "Impact of Covid-19 on farming systems in Europe through the lens of resilience thinking," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 191.
    3. Wallingford, Jessica K. & Masters, William A., 2021. "Stringency of COVID-19 movement restrictions are associated with elevated retail food prices: evidence from 133 countries," 2021 Annual Meeting, August 1-3, Austin, Texas 314003, Agricultural and Applied Economics Association.
    4. Bekhzod EGAMBERDIEV, 2021. "Household Impact Of The Covid-19 Pandemic From A Development Economics Perspective - A Review," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 15-30, June.
    5. Rivera-Ferre, Marta G. & López-i-Gelats, Feliu & Ravera, Federica & Oteros-Rozas, Elisa & di Masso, Marina & Binimelis, Rosa & El Bilali, Hamid, 2021. "The two-way relationship between food systems and the COVID19 pandemic: causes and consequences," Agricultural Systems, Elsevier, vol. 191(C).
    6. Brenda Cardoso & Luiza Cunha & Adriana Leiras & Paulo Gonçalves & Hugo Yoshizaki & Irineu de Brito Junior & Frederico Pedroso, 2021. "Causal Impacts of Epidemics and Pandemics on Food Supply Chains: A Systematic Review," Sustainability, MDPI, vol. 13(17), pages 1-28, August.
    7. A. Ford Ramsey & Barry Goodwin & Mildred Haley, 2021. "Labor Dynamics and Supply Chain Disruption in Food Manufacturing," NBER Chapters, in: Risks in Agricultural Supply Chains, National Bureau of Economic Research, Inc.
    8. Janet Music & Sylvain Charlebois & Louise Spiteri & Shannon Farrell & Alysha Griffin, 2021. "Increases in Household Food Waste in Canada as a Result of COVID-19: An Exploratory Study," Sustainability, MDPI, vol. 13(23), pages 1-11, November.
    9. Chowdhury, Priyabrata & Paul, Sanjoy Kumar & Kaisar, Shahriar & Moktadir, Md. Abdul, 2021. "COVID-19 pandemic related supply chain studies: A systematic review," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 148(C).
    10. Music, Janet & Finch, Erica & Gone, Pallavi & Toze, Sandra & Charlebois, Sylvain & Mullins, Lisa, 2021. "Pandemic Victory Gardens: Potential for local land use policies," Land Use Policy, Elsevier, vol. 109(C).
    11. Yanqi Han & Hui Lyu & Shixiong Cheng & Yuhang He, 2022. "Influencing Mechanism and Difference of Poultry Farmers’ Willingness and Behavior in Breeding Scale—Evidence from Jianghan Plain, China," IJERPH, MDPI, vol. 19(3), pages 1-15, January.
    12. Luo, Na & Olsen, Tava & Liu, Yanping & Zhang, Abraham, 2022. "Reducing food loss and waste in supply chain operations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 162(C).
    13. Mukesh Kumar & Rakesh D. Raut & Mahak Sharma & Vikas Kumar Choubey & Sanjoy Kumar Paul, 2022. "Enablers for resilience and pandemic preparedness in food supply chain," Operations Management Research, Springer, vol. 15(3), pages 1198-1223, December.
    14. Jelena Končar & Aleksandar Grubor & Radenko Marić & Sonja Vučenović & Goran Vukmirović, 2020. "Setbacks to IoT Implementation in the Function of FMCG Supply Chain Sustainability during COVID-19 Pandemic," Sustainability, MDPI, vol. 12(18), pages 1-21, September.
    15. Tougeron, Kévin & Hance, Thierry, 2021. "Impact of the COVID-19 pandemic on apple orchards in Europe," Agricultural Systems, Elsevier, vol. 190(C).
    16. Y. Zhao & C. Huang & J. Luo, 2022. "How to Prepare for the Next Pandemic -- Investigation of Correlation Between Food Prices and COVID-19 From Global and Local Perspectives," Papers 2211.15515, arXiv.org.
    17. Yu, Yang & Jaenicke, Edward C., 2021. "The effect of sell-by dates on purchase volume and food waste," Food Policy, Elsevier, vol. 98(C).
    18. 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.
    19. Sarah Rohr & Stuart Mounter & Derek Baker, 2024. "Implications for Economic Sustainability of Food Systems from Reductions in Household Food Waste: The Case of the Australian Apple Industry," Sustainability, MDPI, vol. 16(3), pages 1-14, January.
    20. Brian E. Roe & Kathryn Bender & Danyi Qi, 2021. "The Impact of COVID‐19 on Consumer Food Waste," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(1), pages 401-411, March.

    More about this item

    JEL classification:

    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets
    • R13 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General Equilibrium and Welfare Economic Analysis of Regional Economies

    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:nbr:nberch:14614. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.