Sampling Strategy Research Shows How to Improve Safety Checks of Powdered Products

Aug. 11, 2023
Optimized sampling of powdered products can increase the chances of catching a bad batch, while not requiring excessive sampling.

New research on powdered products safety checks shows that some methods are more powerful at catching contaminants than others. In particular, spacing out samples over time, called “stratified” sampling, is better at catching risky pathogens like Cronobacter than randomly sampling from the product as it’s being produced.

The new paper “Simulation Evaluation of Power of Sampling Plans to Detect Cronobacter in Powdered Infant Formula Production” was recently published in the Journal of Food Protection and was supported by the Institute for the Advancement of Food and Nutrition Sciences’ (IAFNS) Food Microbiology Committee. It also found that while taking more samples of product generally increases the chance to catch the pathogen, there is a point after which it is unlikely to increase safety very much.

Formula producers have comprehensive food safety systems that include control points like milk pasteurization and steps to prevent contamination such as sanitary facility design and regular cleaning and sanitation. Product testing is an additional tool producers use to verify these other systems are working. It is important that testing is powerful enough to catch a major failure before a potentially risky product is released to customers.

This paper used computer models to simulate sampling and testing finished formula, to see the power of current national and international guidelines for testing programs, and how one could do better. All efforts were based on detecting a realistic hazard, here defined by what was observed testing samples from Cronobacter-contaminated batches produced in Europe in the 2010s, the most current data available.

The paper found that safety plans with 30 or more grab samples had a very high probability of detecting hazards. And that there was a point of diminishing returns, such that very high sample numbers, like testing every can produced, would not be meaningfully more powerful.

“This shows that existing sampling and testing guidance is powerful, at least for the one hazard profile our team had access to for the study,” said project lead Matthew Stasiewicz at the University of Illinois at Urbana-Champaign. “This also highlights the need for additional research and data-sharing efforts into patterns of contamination in current infant formula production, so that sampling and testing can be better matched to current needs.”

Lead author Minho Kim adds that “In additional to analyzing scenarios we found relevant, we built a web app that allows industry stakeholders to simulate various sampling scenarios and gain deeper understanding of the effectiveness of sampling plans specific to their plants. With this knowledge, producers can proactively address risks and optimize current sampling practices.” More information on the web app, including training materials, can be found by clicking here.

About the Author

Dave Fusaro | Editor in Chief

Dave Fusaro has served as editor in chief of Food Processing magazine since 2003. Dave has 30 years experience in food & beverage industry journalism and has won several national ASBPE writing awards for his Food Processing stories. Dave has been interviewed on CNN, quoted in national newspapers and he authored a 200-page market research report on the milk industry. Formerly an award-winning newspaper reporter who specialized in business writing, he holds a BA in journalism from Marquette University. Prior to joining Food Processing, Dave was Editor-In-Chief of Dairy Foods and was Managing Editor of Prepared Foods.

Sponsored Recommendations

F&B Manufacturer Implements Powerful Cybersecurity

A leading F&B manufacturer has moved to harness the skills of Rockwell Automation and Claroty to harden their OT and IT defences.

6 Ways to Augment Your Food and Beverage Workforce

Modern digital tools and technologies help attract, retain and empower a modern workforce.

2024 Manufacturing Trends - Unpacking AI, Workforce, and Cybersecurity

The world of manufacturing is changing, and Generative AI is one of the many change agents. The 2024 State of Smart Manufacturing Report takes a deep dive into how Generative ...

Better OT Asset Management Increases Uptime

A food and beverage company streamlines and simplifies its OT cybersecurity to increase system reliability and uptime.