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Researchers Developing Model to Evaluate Contamination Risks and Control Strategies Along Produce Supply Chain | Food Safety
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class="del"></span><a class="topic" href="/topics/314-process-control">Process Control</a><span class="del"></span><a class="topic" href="/topics/361-supply-chain">Supply Chain</a><span class="del"></span><a class="topic" href="/topics/306-risk-assessment">Risk Assessment</a><span class="del"></span><a class="topic" href="/topics/311-microbiological">Microbiological</a><span class="del"></span><a class="topic" href="/topics/315-intervention-controls">Intervention Controls</a><span class="del"></span><a class="topic" href="/topics/348-produce">Produce</a></span> <h1 class="headline">Researchers Developing Model to Evaluate Contamination Risks and Control Strategies Along Produce Supply Chain</h1> <div class="author">By <a href="/authors/631-food-safety-magazine-editorial-team">Food Safety Magazine Editorial Team</a></div> <figure class="article-featured-image"> <div class="article-featured-image__image" style="background-image: url(//www.food-safety.com/ext/resources/News/2025/lettuce-leaf-up-close.png?1740522016); background-size: cover"><img alt="lettuce leaf up close" loading="lazy" src="//www.food-safety.com/ext/resources/News/2025/lettuce-leaf-up-close.png?1740522016" /></div> <figcaption class="article-featured-image__caption"><p>Image credit: <a href="https://www.freepik.com/author/wirestock" id rel="noopener noreferrer" target="_blank">wirestock</a> via Freepik</p></figcaption> </figure> <div class="article-date-social"> <div class="date">February 25, 2025</div> <section class="social-share" data-title="" data-url="" id="social-share__0"><div class="social-share__facebook"></div><div class="social-share__twitter"></div><div class="social-share__reddit"></div><div class="social-share__linkedin"></div><div class="social-share__email"><a onclick="return popEmail('/emails/send_to_friend/articles/10161')" class="social-share__email-link" aria-label="email share" href="#"></a></div><div class="social-share__print"><a class="social-share__print-link" target="_blank" aria-label="print" href="/articles/print/10161-researchers-developing-model-to-evaluate-contamination-risks-and-control-strategies-along-produce-supply-chain"></a></div></section> </div> <div class="content"> <div class="body gsd-paywall article-body"><p>With support from the <a href="https://www.food-safety.com/keywords/1609-center-for-produce-safety" rel="noopener noreferrer" target="_blank">Center for Produce Safety</a> (CPS), researchers are developing a flexible computer model that enables food industry users to compare potential contamination risks along the supply chain and control strategies, and also allows users to run “what-if” scenarios to weigh the impacts of current practices against newly identified risks or control strategies.</p><p>The ongoing project is led by University of Illinois Urbana-Champaign’s (UIUC’s) Matthew Stasiewicz, Ph.D., a member of the <strong><a href="https://foodsafetysummit.com/" rel="noopener noreferrer" target="_blank">Food Safety Summit</a></strong> Educational Advisory Board. He was joined by co-principal investigator Martin Weidmann, Ph.D. of Cornell University, as well as Gabby Pinto, an M.P.H. and Ph.D. candidate at UIUC.</p><div class="advertisement" id="div-gpt-ad-article-body-mrect1"></div><p>The team first modeled supply chain risks for leafy greens contaminated by Shiga toxin-producing <em>Escherichia coli</em> (STEC), due to the public health significance of and existing data for the pathogen-commodity pair. They are now working on comparisons for small-scale deviations from best practices, and have also begun risk modeling for <em>Salmonella</em> and melons. Another goal of the research project is to develop a risk model for <em>Listeria monocytogenes </em>in leafy greens.</p><p><strong><a href="https://www.centerforproducesafety.org/research-database/flexible-risk-process-models-to-quantify-residual-risks-and-the-impact-of-interventions" rel="noopener noreferrer" target="_blank">The project</a></strong> also includes the creation of a relatively simple webpage that enables users to run different scenarios after entering different factors. The model will be most useful for produce groups or associations involved in developing policies, rules or best management practices.</p><div class="advertisement" id="div-gpt-ad-sidebar-sky-mobile"></div><p>The researchers explained that the development of a supply chain risk model involves identifying the stages of product production—which, for fresh <a href="https://www.food-safety.com/topics/348-produce" rel="noopener noreferrer" target="_blank">produce</a>, includes growing, harvesting, processing, retail, and consumer handling—and describing the stages mathematically. For their model, the researchers decided to focus on the stages where the produce industry has the most control, which excludes consumer handling.</p><div class="advertisement" id="div-gpt-ad-article-body-mrect2"></div><p>During the first year of the project, the researchers investigated how common industry practices, like improved process wash and additional product testing, influenced the likelihood of positive tests for pathogens at retail and of removing lots with the highest potential <a href="https://www.food-safety.com/topics/311-microbiological" rel="noopener noreferrer" target="_blank">contamination</a> levels. As part of their analysis, they examined risk model sensitivity.</p><div class="advertisement" id="div-gpt-ad-article-body-mrect2-mobile"></div><p>Once the researchers solidified a “backbone model,” they met with CPS Industry Advisory Council members and industry representatives to consider their input about what is needed to make good decisions, contamination concerns, and control strategies of interest, how impactful such deviations could be for food safety, and how aggressively one should respond. Industry engagement also included informal discussions with attendees at recent CPS Annual Symposiums.</p><p>During the project’s third year, the researchers are developing a risk model for a set of small-scale deviations like irrigation water treatment failure, incomplete harvester sanitation, small animal intrusion, and poor wash water control. They also hope to engage in industry discussions around managing <em>Salmonella</em> in melons. The two-step process involves mathematical computations based on current science and the likelihood of contamination. Once the math is figured out, the researchers must determine how to run it through a process model.</p><p> </p></div> </div> <div class="article-keywords"> <div class="tags">KEYWORDS: <a href="/keywords/1609-center-for-produce-safety">Center for Produce Safety</a> <a href="/keywords/2083-modeling">modeling</a> <a href="/keywords/1639-study">study</a></div> </div> <div class="share-this"> <h3 class="share-this__title">Share This Story</h3> <section class="social-share" data-title="" data-url="" id="social-share__0"><div class="social-share__facebook"></div><div class="social-share__twitter"></div><div class="social-share__reddit"></div><div class="social-share__linkedin"></div><div class="social-share__email"><a onclick="return popEmail('/emails/send_to_friend/articles/10161')" class="social-share__email-link" aria-label="email share" href="#"></a></div><div class="social-share__print"><a class="social-share__print-link" target="_blank" aria-label="print" href="/articles/print/10161-researchers-developing-model-to-evaluate-contamination-risks-and-control-strategies-along-produce-supply-chain"></a></div></section> </div> <section class="editorial-content article-show-bottom"> <div class="editorial-content__details"> <div class="editorial-content__body"> <!-- <p style="text-align: right;"> <a href="https://bnp.dragonforms.com/FSMeMagazineSubscription?pk=X_W_DGARTCL" target="_blank"><img alt="Subscribe Button" src="/ext/resources/Static-Images/2021/FSM-subscribe.png"></a></p> <p> </p> <p id="fsm_news_personalization"></p> --> <style> .ec-osc-box {display: flex ; justify-content: center; flex-direction: column; align-items: center; } </style> <div class="ec-osc-box"> <p style="font-size: 18px; text-align: center;"><strong>Looking for a reprint of this article?<br> From high-res PDFs to custom plaques, <a href="https://www.bnpmedia.com/reprints" target="_blank">order your copy today</a>!</strong></p> <div style=" justify-content: center; 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All Rights Reserved BNP Media.</p><p class="epub-credit">Design, CMS, Hosting & Web Development :: <a href="http://www.epublishing.com" target="_blank">ePublishing</a></p></div></div></div> </div> <div id="div-gpt-ad-slider"></div> </div> <!-- google structured data --> <script type="application/ld+json">{"@context":"http://schema.org","@type":"NewsArticle","headline":"Researchers Developing Model to Evaluate Contamination Risks and Control Strategies Along Produce Supply Chain","description":"\u003cp\u003eA research project funded by the Center for Produce Safety is developing a flexible computer model that enables food industry users to evaluate potential contamination risks along the supply chain and relevant control strategies.\u003c/p\u003e","publisher":{"@type":"Organization","name":"Food Safety","logo":{"@type":"ImageObject","url":"https://www.food-safety.com/ext/resources/Images/FSM-google.png"}},"image":{"@type":"ImageObject","url":"https://www.food-safety.com/ext/resources/News/2025/lettuce-leaf-up-close.png?t=1740522016\u0026width=696"},"author":{"@type":"Person","name":"Food Safety Magazine Editorial Team"},"datePublished":"2025-02-25T17:20:27-05:00","dateModified":"2025-02-25T17:20:32-05:00","isAccessibleForFree":"False","hasPart":{"@type":"WebPageElement","isAccessibleForFree":"False","cssSelector":".gsd-paywall"},"url":"https://www.food-safety.com/articles/10161-researchers-developing-model-to-evaluate-contamination-risks-and-control-strategies-along-produce-supply-chain","keywords":["Center for Produce Safety","study","modeling"],"dateCreated":"2025-02-25T17:20:27-05:00","thumbnailUrl":"https://www.food-safety.com/ext/resources/News/2025/lettuce-leaf-up-close.png?t=1740522016\u0026width=696","creator":["Food Safety Magazine Editorial Team"]}</script> <script async="async"> //<![CDATA[ require(['bundle/main.bundle']); //]]> </script> <script src="/javascripts/pages/article.js?v=1740550222"></script> <script src="/javascripts/jquery.rating.pack.js?v=1740550222"></script> <script> $(function(){ var $image_gallery = $('#photo-gallery'); if($image_gallery.length !== 0){ require(['bundle/photo-gallery.bundle'], function(PhotoGallery){ new PhotoGallery.default('#photo-gallery'); }); } return false; }); $(function() { require(['bundle/lightbox.bundle'], function(LightBox){ new LightBox.default('#lightbox'); $('.photo-gallery-embed').each(function() { new LightBox.PhotoGalleryEmbed(this) }) }); }) $(function() { require(['bundle/recommended-content.bundle'], function(RecommendedContent){ new RecommendedContent.default('#article-recommendations', { type: 'articles', checkLoginStatus: true, onComplete: function() { console.log("template1") $('#article_template1').css('display', 'block'); $('#article_template1').css('visibility', 'visible'); $('#homepage').css('display', 'none'); $('#homepage').css('visibility', 'hidden'); if ($('#article-recommendations').children().length == 0) { if ($('.hide-on-login.recommendations-show').hasClass('-show-engine-content')) { console.log("template1 conditioned") $('.hide-on-login.recommendations-show').removeClass('-show-engine-content'); $('.hide-on-login.recommendations-show').css('display', 'block'); } } } }) }); }) </script> </body></html>