Relation between observed locomotion traits and locomotion score in dairy cows
| Autor: | A. Schlageter-Tello, Kees Lokhorst, Eddie A.M. Bokkers, Ilan Halachmi, Claudia Bahr, Tom Van Hertem, Daniel Berckmans, Stefano Viazzi, Carlos Eduardo Bites Romanini, Peter W.G. Groot Koerkamp |
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| Jazyk: | angličtina |
| Rok vydání: | 2015 |
| Předmět: |
medicine.medical_specialty
Lameness Emissie & Mestverwaarding Farm Technology Logistic regression Animal Production Systems Agreement Dierenwelzijn en gezondheid Physical medicine and rehabilitation Cohen's kappa Statistics Genetics medicine Animals Animal Health & Welfare Gait Dierlijke Productiesystemen Head bobbing Reproducibility of Results Videotape Recording Intra-rater reliability Reliability Observer Inter-rater reliability Logistic Models Phenotype Trait WIAS Animal Science and Zoology Cattle Female Agrarische Bedrijfstechnologie Emissions & Manure Valorisation Relative probability Psychology Locomotion Food Science |
| Zdroj: | Journal of Dairy Science 98 (2015) 12 Journal of Dairy Science, 98(12), 8623-8633 |
| ISSN: | 0022-0302 |
| Popis: | Lameness is still an important problem in modern dairy farming. Human observation of locomotion, by looking at different traits in one go, is used in practice to assess locomotion. The objectives of this article were to determine which individual locomotion traits are most related to locomotion scores in dairy cows, and whether experienced raters are capable of scoring these individual traits consistently. Locomotion and 5 individual locomotion traits (arched back, asymmetric gait, head bobbing, reluctance to bear weight, and tracking up) were scored independently on a 5-level scale for 58 videos of different cows. Videos were shown to 10 experienced raters in 2 different scoring sessions. Relations between locomotion score and traits were estimated by 3 logistic regression models aiming to calculate the size of the fixed effects on the probability of scoring a cow in 1 of the 5 levels of the scale (model 1) and the probability of classifying a cow as lame (locomotion score ≥3; model 2) or as severely lame (locomotion score ≥4; model 3). Fixed effects were rater, session, traits, and interactions among fixed effects. Odds ratios were calculated to estimate the relative probability to classify a cow as lame when an altered (trait score ≥3) or severely altered trait (trait score ≥4) was present. Overall intrarater and interrater reliability and agreement were calculated as weighted kappa coefficient (κw) and percentage of agreement, respectively. Specific intrarater and interrater agreement for individual levels within a 5-level scale were calculated. All traits were significantly related to the locomotion score when scored with a 5-level scale and when classified as (severely) lame or nonlame. Odds ratios for altered and severely altered traits were 10.8 and 14.5 for reluctance to bear weight, 6.5 and 7.2 for asymmetric gait, and 4.8 and 3.2 for arched back, respectively. Raters showed substantial variation in reliability and agreement values when scoring traits. The acceptance threshold for overall intrarater reliability (κw ≥0.60) was exceeded by locomotion scoring and all traits. Overall interrater reliability values ranged from κw=0.53 for tracking up to κw=0.61 for reluctance to bear weight. Intrarater and interrater agreement were below the acceptance threshold (percentage of agreement |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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