Impact of transitioning from antibiotic use to antibiotic-free practices on broiler dead-on-arrival rates: A bayesian structural time series approach
| dc.contributor.author | Panneepa Sivapirunthep | |
| dc.contributor.author | Pranee Pirompud | |
| dc.contributor.author | Veerasak Punyapornwithaya | |
| dc.contributor.author | Supitchaya Srisawang | |
| dc.contributor.author | Chalita Jainonthee | |
| dc.contributor.author | Chanporn Chaosap | |
| dc.date.accessioned | 2026-05-08T19:24:50Z | |
| dc.date.issued | 2025-5-17 | |
| dc.description.abstract | This study assessed the impact of transitioning from an antibiotic (AB) to an antibiotic-free (ABF) production system on dead-on-arrival (%DOA) rates during broiler transport. Data from 105,898 truckloads across 200 to 280 farms over six years were analyzed, comparing three years before (2015-2017) and after (2018-2020) the ABF transition. Decomposition analysis revealed a decline in %DOA from 2015 to 2017, followed by stability until 2019 and another decline into 2020. Seasonal fluctuations were observed, with %DOA peaking between February and April and reaching its lowest point in October. Changepoint analysis identified six significant shifts in %DOA, with the highest values occurring in 2015. Following the ABF transition, %DOA temporarily increased for about six months before stabilizing. Bayesian structural time series (BSTS) analysis showed that observed %DOA closely matched predicted values, indicating no significant effect from the ABF transition (p = 0.485; posterior probability = 51 %). These findings suggest that transport mortality can be effectively controlled without antibiotics by maintaining robust practices, such as improved sanitation, controlled rearing stocking density, optimized brooding, and enhanced pre-slaughter management. | |
| dc.identifier.doi | 10.1016/j.psj.2025.105312 | |
| dc.identifier.uri | https://dspace.kmitl.ac.th/handle/123456789/19798 | |
| dc.publisher | Poultry Science | |
| dc.subject | Animal Nutrition and Physiology | |
| dc.subject | Animal Behavior and Welfare Studies | |
| dc.subject | Insect and Pesticide Research | |
| dc.title | Impact of transitioning from antibiotic use to antibiotic-free practices on broiler dead-on-arrival rates: A bayesian structural time series approach | |
| dc.type | Article |