Source: UNIVERSITY OF MISSOURI submitted to NRP
AGRICULTURAL SUPPLY CHAIN DISRUPTIONS, COSTS, AND MITIGATION STRATEGIES TO ENHANCE RESILIENCY OF THE U.S. FOOD SUPPLY
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
COMPLETE
Funding Source
Reporting Frequency
Annual
Accession No.
1026532
Grant No.
2020-68006-35036
Cumulative Award Amt.
$458,000.00
Proposal No.
2021-04914
Multistate No.
(N/A)
Project Start Date
Jan 1, 2021
Project End Date
Dec 31, 2023
Grant Year
2021
Program Code
[A1711]- Rapid Response to Novel Coronavirus (SARS-CoV-2) Impacts Across Food and Agricultural Systems
Recipient Organization
UNIVERSITY OF MISSOURI
(N/A)
COLUMBIA,MO 65211
Performing Department
Division of Applied Social Sci
Non Technical Summary
The Novel Coronavirus SARS-CoV2 (COVID-19) has created unprecedented supply and demand shocks, and many supply chains designed to function efficiently failed to respond. Rapid shifts in demand and supply, vis-à-vis the system-disrupting shock of COVID-19, resulted in market failure caused by a lack of supply chain flexibility and agility. These market failures have impacted several primary food supply chains in Iowa and the Midwest: pork, beef, poultry, and dairy. Supply chains involve complex relationships between multiple organizations, making understanding why euthanizing animals, dumping milk, and not repurposing food service products like eggs, pork and beef at times when these products are being rationed at retail stores illusive. Resilient systems are possible, but where and how resiliency should be introduced in complex multi-organizational supply chains must be better understood.Our project explores how COVID-19 disrupted our food systems and how to avoid these issues in the future.We will examine what actions and strategies helped mitigate the in-pandemic responses and can assist in future impacts, especially in the case of a COVID-19 resurgence or another similar disruption to our food systems. Specifically, this project seeks to evaluate the main bottlenecks in the eggs, dairy, beef, and pork supply chains and to use that information and the experiences of producers, processors, distributors, and retailers to develop decision tools, investment strategies, and policy options that can make these supply chains more resilient in the face of such shocks.Closures and slowdowns in packing and processing plants caused a backlog of millions of animals that were ready for harvest, while shifts in demand for pork, beef, eggs, and diary created shortages at the retail level and excess supply in other areas of the supply chain. Companies that distribute and transport meat, eggs, and dairy operated below capacity due to high absenteeism among workers. The shift in consumption and supply prompted retailers to increase prices and ration supplies to avoid stock-outs.COVID-19 disruptions implicate and put at risk occupiers of many levels of the U.S. food supply chain. The project's immediate objectives focus on developing and making available data visualization and feasibility tools to help firms at critical levels of the supply chain to better manage the challenges they experienced. Our long-term goals focus on exploring the risk-return tradeoff of changes to each system, (for example, investments in labor and technology), to improve its resilience in the face of future disruptions. Our approach combines applied research and extension outreach.Our project includes urgent, industry- and data-driven decision tools and market analyses of the beef, pork, dairy and eggs supply chains. Our short-run objectives include developing decision tools with graphical interface to provide near real-time warnings of potential problems in the supply chains, allowing producers, processors, agribusinesses and policy makers to respond quickly to avoid the devasting impacts of March and April. Our long-run objectives include identification of key bottlenecks along each of the supply chains and risk-return analyses of adjustments needed to improve the resiliency of the U.S. food system.Our project takes a highly integrated approach, bringing together research and extension economists, supply chain experts, and industry advisory members representing all levels in the food supply chains.
Animal Health Component
60%
Research Effort Categories
Basic
30%
Applied
60%
Developmental
10%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
6033910301070%
6043910310030%
Goals / Objectives
We are proposing an integrated investigation into four of the Midwest's key agricultural supply chains--pork, beef, eggs, and dairy--to identify both short-term disruption-mitigating strategies for producers and processors in these supply chains and longer-term strategies to enhance supply chain resilience by incorporating flexibility and agility using knowledge of external supply chain integration literature and processes.Our team's over-arching goal, expanded upon in the Objectives and Methods sections of our project narrative, is to engineer--via robust case studies, data analysis, modeling, and decision aids--supply chain resilience to minimize the effects of future disruptions, like a recurrence of COVID-19 in the fall, on food supply chains. Our approach is calibrated to the experiences of each supply chain during the initial and existing COVID-19 disruptions and specifically to the parts of the supply chain that ultimately were most susceptible.Project Objectives We aim to address both the short-run, urgent needs of the supply chains for beef, pork, dairy, and eggs and to use what we learn to explore the longer-term solutions available within these supply chains that enhance their resiliency using both supply chain agility and flexibility. As such, our immediate priority is to aid processors, producers, and retailers of beef and pork and processors and retailers for dairy and eggs by:creating understanding how their supply chains are functioning now relative to pre-COVID experiences,establishing and quantifying the key drivers of these changes during the COVID-19 pandemic, particularly the shift to food-at-home (FAH) from food-away-from-home (FAFH), anddeveloping decision aids and data visualization tools to predict bottlenecks and warn of disruptions.Longer-term objectives prioritize data-driven analyses of investments and systemic changes in supply chains to create resiliency. Resilient systems are possible, but where and how resiliency should be introduced in complex multi-organizational supply chains must be better understood. Below we expand these objectives to include the separate short- and long-run objectives for each: beef and pork, and dairy and eggs.
Project Methods
MethodsThe integrated investigation into four of the Midwest's key agricultural supply chains--pork, beef, eggs, and dairy--combines data-driven analysis with interviews of participants along each product's supply chain to better understand how supply chains performed at the onset of COVID-19 disruptions and the stress-points in the supply chains. This information will be used to ultimately provide guidance and cost/benefit type analyses of supply chain improvements. Because these industry interviews are critical to providing context and robustness to the short- and long-run data-driven analyses, we presented them first, preceding our discussion of the specific commodity sectors. Importantly, the industry interviews leading to the formal case study and the eventual simulations planned in the case study are not independent; however, we list the relevant activities and timeline separately below. The interviews and data-analyses fully integrate into the long-run objectives of this project. This is clearer in our management plan.Cross-Cutting Supply Chain Coordination and Agribusiness ImpactsWe propose, in pursuit of our project's long-run objectives, and specifically those related to beef, pork, dairy and eggs, semi-structured interviews with grocery retailers, including management and buyers, to better understand the stress-points in the supply chain. Suppliers of eggs, dairy, pork, and beef to the grocery retailers will then be interviewed. These interviews will be part of a robust case-study methodology resulting in new knowledge about the responses and consequences of the COVID pandemic on pork, beef, egg, and dairy supply chains. The case study will offer insights into supply chain resilience. For example, external supply chain challenges and opportunities are difficult to identify by individual firms, but research suggests that engaging firms in collaborative discussions enables external supply chain integration. The case study methodology will engage stakeholders to better understand how both internal and external supply chain integration improved supply chain resilience.The case study results will then be used to evaluate multiple objectives in simulation models. The objectives could include cost-benefit analysis, system shock analysis where the model receives a shock similar to what was and is being experienced by the COVID pandemic, and resilience analysis to determine how quickly the system can return to pre-disruption operations. Other objectives can be included as well, based on our case study analysis. Possible examples of parameters affecting the objectives might include allowing for a flexibility between turns in hog barns, fluid egg and liquid milk production system enhancements to allow agility in packaging for retail customers, increased cold storage capacity, hiring and training excess workers at plants and distribution centers (some of which might be paid to be on call), and using Lean Production and Six Sigma process improvement concepts to cross training plant workers and pickers so that they can be assigned to tasks of those who are absent from work. The simulation model is expected to be useful well beyond this study.Beef and PorkThe beef and pork supply chain experiences to date are similar. In both, the major initial disruptions beginning in March 2020 occurred at the processing level due to labor health concerns. While those have persisted, these bottlenecks quickly devolved into producer-level challenges. Secondary challenges related to packaging, storage, and distribution for retail markets arose from changes in consumptive demand as we abruptly shifted from FAFH to FAH. Thus, our investigational approach to the two food supply chains is similar and two-fold: focusing first on the immediate short-run analysis and information that will help processors and producers make decisions, and second by analyzing the longer-term strategies available to them to adjust more quickly between food-at-home and food-away-from-home demand swings, and also put in place resiliency-enhancing measures at the processing and producer level.We propose to link existing pricing, production and processing data for beef and pork to develop pricing and margin tools to signal when adjustments in processing capacity are needed, thereby giving the supply chains valuable adjustment lead time. This is a short-run objective. Longer-term objectives focus on identifying the bottlenecks created in the short-run, proposing solutions to alleviate these, and analyzing the proposed solutions for feasibility.Eggs and DairyLike in beef and pork, critical disruptions in the egg and dairy industries occurred at the processor level, but these disruptions were not driven by labor shortages. The issues here seem to be driven by processes and technologies at the processor level and in the coordinating functions between processors and retailers. The sudden shift in consumption patterns as children were released from schools and large segments of the workforce were sent home put significant processing strain on egg and dairy processors. For example, 70% of the egg supply in Iowa is broken eggs for food service. The infrastructure for broken eggs into food service is somewhat unique from other states where table eggs are the primary production type. Other states and regions were able to and shift their production to the retail sector while Iowa's broken egg production could not be shifted to retail. Our distribution systems were unable to adapt and that is one reason our egg industry was hard hit by the COVID-19 disruptions in consumption. Similarly, dairy processors and distributors lacked the flexibility to shift quickly to the packaging and distribution processes to support the rapid spike in FAH consumption.For the dairy and egg sectors, our focus is on analyzing the demand shocks processors faced from the FAFH to FAH shift. Pricing, production, and processing data--specifically the price transmission mechanism from processing to retail and changes in retail demand--are key elements. We know from our team's engagement with industry partners that the experiences of some retailers were more positive than other retailers, and we purport that key differences in processor-to-retail supply chains created these differential experiences. Our short run objectives include an exploration of the features of the retailer-specific supply chains that led to some retailers faring better than others, and tracing this back to egg processors and dairy processors. This is a data- and engagement-driven exercise, and for this we will rely on interviews with industry, including our advisory group members from these industries, and proprietary firm-level data they contribute. A full accounting of the short- and long-run activities associated with dairy and eggs are in the timetable on page 18 in the narrative.

Progress 01/01/21 to 12/31/23

Outputs
Target Audience:We reached extension audiences (farmers, producers of livestock, farm-level stakeholders and their associatios) as well federal and state policy makers, agricultural industry stakeholders represented by our External Advisory Committee, and other academics. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?One graduate student under the supervision of Dr. Lee Schulz was supported by this project and this project served as the foundation for several publications, presentations, and the students' PhD dissertation. How have the results been disseminated to communities of interest?Dissemination happened through several pathways throughout the project to farmers, policy-makers, other academics including extension personnel via webinars, in-person presentations, at conferences and academic events, and even through Congressional testimony to the House Ag Subcommittee on Livestock. The webpages with live decision tools ensure the work of this project will continue to bring value to producers and and decision-makers in these supply chains. What do you plan to do during the next reporting period to accomplish the goals? Nothing Reported

Impacts
What was accomplished under these goals? GOAL1:Creating understanding how their supply chains are functioning now relative to pre-COVID experiences In addition to accomplishments noted in prior reporting reports - and in summary of our total project - our team was regularly called on to provide extension and outreach updates based on research to share with stakeholders the impact of COVID-19 on critial food and animal supply chains, including beef, pork, dairy, and eggs. In particular, Schulz, Hayes, and Hart created online price and volume monitoring tools that industry and policy stakeholders utilized to assess impacts, generate market expectations, and inform policy. These tools are published publicly and serve as an ongoing source of informaiton presented in a novel way that did not exist before this project. Specifically for the egg supply chain(not previusly reported),this objective is mainly captured in the online egg tool on the CARD Ag Supply Disruptions website, https://www.card.iastate.edu/tools/ag-supply/. The tool compares current information on production and prices to previous year levels and a 5-year moving average. Data for this is gathered from USDA sources, mainly NASS and AMS. The egg industry experienced a sharp, but short-lived, shift in both production and usage during COVID that resulted in limited supplies and high prices. However, the impacts dissipated over a couple of months, showing the industry is fairly resilient in the face of demand disruptions. Larger, and longer-lasting, impacts have come from the outbreaks of High Pathogen Avian Influenza (HPAI) since the COVID outbreak, revealing resiliency is more of a challenge to supply disruptions GOAL 2: Establishing and quantifying the key drivers of these changes during the COVID-19 pandemic, particularly the shift to food-at-home (FAH) from food-away-from-home (FAFH). These elements of the impact of COVID 19 were previously reported on, and were factors to reaching goals 1 & 3. We communicated how the different supply chains we studies were impacted differently and the rationale to highlight how supply chain participants can learn from the realities and impacts in other animal (protein) supply chains to become more resilient in the face of future disruptions. Specifically for the egg supply chain (not previusly reported), for this objective, the critical disruptions in the egg industries occurred at the processor level, but these disruptions were not driven by labor shortages. The issues here were driven by processes at the processor level and in the coordinating functions between processors and retailers. The sudden shift in consumption patterns as children were released from schools and large segments of the workforce were sent home put significant processing strain on egg processors. For example, going into COVID, 70% of the egg supply in Iowa was utilized as broken eggs for food service. The shift to greater consumption of FAH meant the need for more table eggs and less broken eggs, however, Iowa's broken egg production could not easily be shifted to retail. The industry did adjust over the course of a few months and rebalanced again as FAFH rebounded over time. GOAL 3: Developing decision aids and data visualization tools to predict bottlenecks and warn of disruptions. As a result of this project, the ISU Center for Agricultural and Rural Development (CARD) now has current and historical data visualization tools showing hog price and volume movements as well as a beef and pork price spreads and farm share of value. Specifically for the egg supply chain (not previusly reported), during the creation of the online egg tool, it was observed that the ratio of market egg to total egg production was a key metric signaling disruptions. The loss of birds due to diseases like HPAI can be significant to the industry, as producers must devote more eggs to rebuilding their flocks, reducing the ratio of eggs headed to consumption. When the ratio falls below 86%, egg price move higher and tend to remain elevated until the ratio once again exceeds 86%. The online tool monitors this ratio and market egg pricing to warn of potential disruptions.

Publications

  • Type: Other Status: Published Year Published: 2023 Citation: Jacobs, K.L. and D.J. Hayes. 2023. "Differential Impact of COVID-19 on the Beef and Pork Processing Systems in the United States and European Union." Working paper 23-WP 652. Center for Agricultural and Rural Development, Iowa State University.
  • Type: Conference Papers and Presentations Status: Other Year Published: 2021 Citation: Hart, C. "COVID-19 and Global Agriculture: Meat, Feed, & Equipment Implications." Presented at the virtual AFIA Equipment Manufacturers Conference, November 2020
  • Type: Conference Papers and Presentations Status: Other Year Published: 2021 Citation: Hart, C. "Impact of COVID-19 on the Farm Economy." Presented at the virtual CALT Agricultural Law Seminar, September 2020
  • Type: Websites Status: Published Year Published: 2024 Citation: Butcher, E. and L.L. Schulz. CARD Hog Price and Volume Distribution Tool. https://hogprice.card.iastate.edu/
  • Type: Websites Status: Published Year Published: 2024 Citation: Butcher, E. and L.L. Schulz. Cattle Net Price Distribution Tool. https://www.card.iastate.edu/tools/ag-supply/
  • Type: Websites Status: Published Year Published: 2024 Citation: Hart, C. Egg Industry and Market Graphs Tool. https://www.card.iastate.edu/tools/ag-supply/
  • Type: Journal Articles Status: Published Year Published: 2021 Citation: Lusk, J.L., G.T. Tonsor, and L.L. Schulz. 2021. Beef and Pork Marketing Margins and Price Spreads during COVID-19. Applied Economic Perspectives and Policy 43(1): 4-23. https://doi.org/10.1002/aepp.13101
  • Type: Journal Articles Status: Published Year Published: 2021 Citation: Weersink, A., M. von Massow, J. Ifft, J. Maples, K. McEwen, M. McKendree, C. Nicholson, A. Novakavic, A. Rangarajan, T. Richards, B. Rickard, J. Rude, M. Schipanski, G. Schnitkey, L.L. Schulz, K. Schwartzkopf-Genswein, M. Stephenson, J. Thompson, K. Wood. 2021. COVID-19 and the Agri-Food System in the United States and Canada. Agricultural Systems 188, Article 103039: 1-16. https://doi.org/10.1016/j.agsy.2020.103039
  • Type: Conference Papers and Presentations Status: Under Review Year Published: 2024 Citation: Butcher, E. and L.L. Schulz. Uncovered Flexibility in the Pork Supply Chain: Evidence from the Feeder Pig Market.
  • Type: Other Status: Published Year Published: 2021 Citation: Butcher, E. and L.L. Schulz. Hog Price and Volume Comparisons across Alternative Sale Types, Emphasis on COVID-19 Disruptions. CARD Policy Brief 21-PB 36. September 2021. https://www.card.iastate.edu/products/publications/pdf/21pb36.pdf
  • Type: Other Status: Published Year Published: 2021 Citation: Hayes, D.J. and L.L. Schulz. Diagnosing Possible Capacity Issues for U.S. Pork Producers. CARD Publication. November 2020. https://www.card.iastate.edu/covid-19/papers/possible-capacity-issues-for-us-pork-producers-this-fall.pdf
  • Type: Conference Papers and Presentations Status: Other Year Published: 2021 Citation: Schulz, L.L. Economic Impact of COVID-19 on Macro and Swine Economies. General Session: COVID-19 Lessons Learned. Proceedings of the 52nd Annual Meeting of the American Association of Swine Veterinarians.
  • Type: Other Status: Published Year Published: 2023 Citation: Hart, C. Market Shocks and Egg Prices. Ag Decision Maker newsletter, August 2023. https://www.extension.iastate.edu/agdm/newsletters/nl2023/aug23.pdf
  • Type: Other Status: Published Year Published: 2021 Citation: Schulz, L. and C. Hart. 2020. "Is the US Agricultural Sector Recovering from COVID-19?" Agricultural Policy Review, Fall 2020. Center for Agricultural and Rural Development, Iowa State University. Available at www.card.iastate.edu/ag_policy_review/article/?a=114.
  • Type: Conference Papers and Presentations Status: Other Year Published: 2021 Citation: Schulz, L.L. Where Are We at in Iowa Crops and Livestock After a Pandemic Year and Where are we Looking Moving Forward? Iowa Farm Bureau 2021 Economic Summit Webinar Series. February 11, 2021.
  • Type: Conference Papers and Presentations Status: Other Year Published: 2021 Citation: Schulz, L.L. Economic Impact of COVID-19 on Macro and Swine Economies. General Session: COVID-19 Lessons Learned. 52nd Annual Meeting of the American Association of Swine Veterinarians. March 2, 2021
  • Type: Conference Papers and Presentations Status: Other Year Published: 2021 Citation: Hart, C. "COVID, Markets - What's Next?" Presented at the Iowa Turkey Federation annual meeting, West Des Moines, Iowa, December 2021


Progress 01/01/22 to 12/31/22

Outputs
Target Audience:We reached extension audiences (farmers, producers of livestock, farm-level stakeholders and their associatios) as well federal and state policy makers (vis-a-vis Congressional comments), Executive MBA students at Iowa State University,agricultural industry stakeholders represented by our External Advisory Committee, and academics through publications and conference presentations. Changes/Problems:Our project proposal included a simulation of supply chain outcomes based on identified points of resiliency and weakness to identify alterantive 'optimal' supply chain configurations. Unfortunately, due to ongoing and sustained disruptions post-COVID, the supply chains we studied did not return to their prior state. In lieu of the simluation, we retooled the case studies to include a comprehensive assessment of supply chain performance, providing a comparison of experiences of firms within a supply chain based on firm-level constructs and also a comparison across major supply chains. What we hope to demonstrate is how flexibility within a supply chain can create resiliency, but that it is dependent upon the scope of a firm's activities. What opportunities for training and professional development has the project provided?The project is supporting a PhD student - Ezra Pudentz - at Iowa State University under the supervision of Dr. Schulz. This student is leading author on several published (or submitted) outputs in academic outlets. The project is also supporting a scientist at the Center for Ag & Rural Development (CARD). How have the results been disseminated to communities of interest?Results have primarily been disseminated through extension publications and information and decision tools online. In addition, peer-reviewed academic articles published disseminate findings to the broader interested academic community. Importantly, our findings continue to be utilized as context for ongoing discussions of the role of cooperatives in U.S. food supply systems. What do you plan to do during the next reporting period to accomplish the goals?In the final reporting period (2023), we are finalizing case studies and outreach articles for publication and updating the primary website that will, from here forward, host decision and information tools about livestock pricing and markets that were developed in the inital months of this project.

Impacts
What was accomplished under these goals? During this period, we intended to develop case studies of the dairy and pork supply chains and a descriptive explanation of the egg supply chain experiences during COVID. These are still in development and finalized in 2023. Finally, we continue to prepare academic publications and submissions and presenting our work in both academic and non-academic audiences and forums.

Publications

  • Type: Journal Articles Status: Published Year Published: 2022 Citation: Hayes, D., Jacobs, K., Schulz, L. & Crespi, J. (2022). Resilience of U.S. Cattle and Beef Sectors: Lessons from COVID-19. Journal of Agricultural & Food Industrial Organization. https://doi.org/10.1515/jafio-2022-0021


Progress 01/01/21 to 12/31/21

Outputs
Target Audience:We reached extension audiences (farmers, producers of livestock, farm-level stakeholders and their associatios) as well federal and state policy makers, agricultural industry stakeholders represented by our External Advisory Committee, and other academics. Changes/Problems:There are no major changes, however, we have experienced delays and challenges in accessing data, particlalry at the retail level, that we intended as a major component of our project. We planned to use retail sales information to understand how consumer buying changed during COVID and whether that has yet (or is) rebounding. We are unsure whether these data will eventually be made accessible. What opportunities for training and professional development has the project provided?The project is supporting a PhD student at Iowa State University under the supervision of Dr. Schulz. This student is leading author on two published (or submitted) outputs in academic outlets. The project is also supporting technical staff at the Center for Ag & Rural Development (CARD) and will fund a graduate student at the University of Missouri this year who will receive trainingin our agricultural supply chains and the pricing and information mechanisms therein. How have the results been disseminated to communities of interest?We have already published several decision tools as proposed and extension publications and have delivered dozens of extension presentations intended to inform stakeholders about the economics of the ag supply chains in beef, pork, and dairy. Our work is informing policy through discussions with the OCE related to this work, who are aware of our presentations, publications, and our comment to the USDA RFI on supply chain performance. What do you plan to do during the next reporting period to accomplish the goals?We plan to finalize the dairy and pork supply chains and prepare case studies for those, and as well map the beef and egg supply chains. Our plans include extension publications about each of these supply chains to highlight the differences in their performance during the COVID disruptions. We wll compare and contrast experiences among different supply chain participants (e.g., retailers) to highlight the resiliency options/altneratives each uniquely selected. Finally, we continue to prepare academic publications and submissions and presenting our work in both academic and non-academic audiences and forums.

Impacts
What was accomplished under these goals? Referring specifically to the project objectives above, we have already addressed the following: creating understanding how the beef and pork supply chains are functioning now relative to pre-COVID experiences, establishing and quantifying the key drivers of these changes during the COVID-19 pandemic, particularly the shift to food-at-home (FAH) from food-away-from-home (FAFH), and developing decision aids and data visualization tools to predict bottlenecks and warn of disruptions in beef and pork. In addition, we have worked with industry operating at the processsing and retail levels of pork and dairy to map those supply chains, which will lead to our proposed case studies and evaluation of the investment alternatives that make sense in each supply chain.

Publications

  • Type: Journal Articles Status: Published Year Published: 2021 Citation: Hayes, D.J., L.L. Schulz, C.E. Hart, and K.L. Jacobs. A Descriptive Analysis of the COVID-19 impacts on U.S. pork, turkey, and egg markets. Agribusiness. 2020;0-0. https://doi.org/10/1002/agr.2167
  • Type: Journal Articles Status: Accepted Year Published: 2021 Citation: Johnson, A.K., C.J. Rademacher, J. Eggers, N.K. Gabler, L.L. Greiner, J. Kaisand, L.A. Karriker, S.T. Millman, J.F. Patience, B.C. Ramirez, L.L. Schulz, S.R Webb, and J.W. Ross. 2021. Innovative Strategies for Managing Swine Welfare During the COVID-19 Pandemic in Iowa. Translational Animal Science 5(4):1-7.
  • Type: Journal Articles Status: Published Year Published: 2022 Citation: Bina, J.D., G.T. Tonsor, L.L. Schulz, and W.F. Hahn. Regional and Plant-Size Impacts of COVID-19 on Beef Processing. Food Policy. Online March 2022.
  • Type: Other Status: Published Year Published: 2021 Citation: Padilla, S.L., L.L. Schulz, K. Vaiknoras, and M.J. MacLachlan. COVID-19 Working Paper: Changes in Regional Hog Slaughter during COVID-19. USDA Economic Research Service. COVID-19 Working Paper #AP-095. December 2021.
  • Type: Journal Articles Status: Submitted Year Published: 2022 Citation: Pudenz, C.C. and L.L. Schulz. Multi-plant Coordination in the U.S. Beef Packing Industry. Center for Agricultural and Rural Development (CARD) Working Paper 21-WP 630. December 2021. Under Review at AJAE.
  • Type: Conference Papers and Presentations Status: Submitted Year Published: 2022 Citation: Jacobs, K.L, D.J. Hayes. 2022. "Optimizing the Use of American Rescue Funds in Pork and Beef." Journal of Food Distribution Research Society, Proceedings Issue, forthcoming.