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Getting “triggered” can be a good thing

Getting “triggered” can be a good thing

Time to look forward to being able to act in a positive way when we see a trigger in pig production data.

Image and article by Marie Culhane, University of Minnesota

The word “triggered” frequently has a negative meaning. Rather than focus on the downsides of being triggered - such as getting furiously angry by images we see on social media - it is time to look forward to being able to act in a positive way when we see a trigger in pig production data.

Many farms use indicators or signals for animal health that require pig caretakers to take action.

For example, when a sow in her first three days of lactation does not get up to eat and her piglets appear to be losing weight, she is examined for mastitis. However, the ability to act in a timely manner when a signal occurs may be difficult when resources such as time and labor are in short supply.

Regardless, it is still important to monitor your data in case your production moves away from your benchmarks or is trending in the wrong direction.

Frequently examining your data may be a good way to alert yourself to a potential problem.

The proactive use of a production trigger can be used as an early detector of disease within a herd. This example was recently published for finisher sites [1].

To simulate when there would be enough sick or dead finisher pigs to indicate that African Swine Fever (ASF) virus had infected a pig site, the normal mortality associated with routine production causes unrelated to ASF had to be determined.

To determine “normal” mortality, the authors used distributions based on weekly mortality data for 248 pig herds from four pig farming systems in North America.

This allowed the authors to estimate an average weekly mortality rate of 0.3% - i.e., every week “normally” three pigs in a herd of 1,000 die.

In addition to using that mortality rate as an average, other information taken into account for the simulation included data such as the common sizes of grow-finish sites in the Midwest - those with populations of 1,000, 2,496, and 5,000 pigs [2], along with expert opinions from pig farmers and swine veterinarians on the average weekly morbidity (i.e., sick pigs) rate.

Using the above data along with some sophisticated mathematical models, the results indicated that it may take two weeks or longer to detect ASF in a finisher swine herd via mild clinical signs or increased mortality beyond levels expected in routine production.

To read the Full Article as it appeared in our Benchmark swine magazine, click HERE.


Trending Video

Causal Impact Of PRRS Dosing - Dr. Edison Magalhaes

Video: Causal Impact Of PRRS Dosing - Dr. Edison Magalhaes


In this episode of The Swine Health Blackbelt Podcast, Dr. Edison Magalhaes from Iowa State University presents findings from a large-scale retrospective cohort study evaluating the causal impact of full-dose PRRS immunization on nursery mortality. Using production data and advanced analytical methods, he explains how confounding factors changed the interpretation of results and highlights practical lessons for veterinarians and producers making data-driven decisions. Listen now on all major platforms!

Click here to read the full research article: https://pmc.ncbi.nlm.nih.gov/articles...

"Raw production data can mislead immunization decisions when confounding factors hide the real value of full-dose PRRS protocols."

Meet the guest: Dr. Edison Magalhaes / edison-magalhaes-9b37b812a is an Assistant Professor in the Department of Animal Science at Iowa State University and holds degrees in Veterinary Medicine, Business Administration, and advanced training through MSc and PhD programs. His research applies data science and epidemiological methods to large scale swine production systems, helping transform production records into practical decisions for health and performance. Listen to The Swine Health Blackbelt Podcast featuring Dr. Edison Magalhaes on all major platforms.