Estimation of direct and social effects of feeding duration in growing pigs using records from automatic feeding stations
- Autores
- Angarita Barajas, Belcy Karine; Han, Junjie; Cantet, Rodolfo Juan Carlos; Chewning, Sarah K.; Wurtz, Kaitlin; Siegford, Janice; Ernst, Catherine; Steibel, Juan Pedro
- Año de publicación
- 2021
- Idioma
- inglés
- Tipo de recurso
- artículo
- Estado
- versión publicada
- Descripción
- Automatic feeding systems in pig production allow for the recording of individual feeding behavior traits, which might be influenced by the social interactions among individuals. This study fitted mixed models to estimate the direct and social effects on visit duration at the feeder of group-housed pigs. The dataset included 74,413 records of each visit duration time (min) event at the automatic feeder from 135 pigs housed in 14 pens. The sequence of visits at the feeder was employed as a proxy for the social interaction between individuals. To estimate animal effects, the direct effect was apportioned to the animal feeding (feeding pig), and the social effect was apportioned to the animal that entered the feeder immediately after the feeding pig left the feeding station (follower). The data were divided into two subsets: "non-immediate replacement" time (NIRT, N = 6,256), where the follower pig occupied the feeder at least 600 s after the feeding pig left the feeder, and "immediate replacement" time (IRT, N = 58,255), where the elapsed time between replacements was less than or equal to 60 s. The marginal posterior distribution of the parameters was obtained by Bayesian method. Using the IRT subset, the posterior mean of the proportion of variance explained by the direct effect (Prpσ^d2) was 18% for all models. The proportion of variance explained by the follower social effect (Prpσ^f2) was 2%, and the residual variance (σ^e2) decreased, suggesting an improved model fit by including the follower effect. Fitting the models with the NIRT subset, the estimate of Prpσ^d2 was 20% but the Prpσ^f2 was almost zero and σ^e2 was identical for all models. For the IRT subset, the predicted best linear unbiased predictor (BLUP) of direct (Direct BLUP) and social (Follower BLUP) random effects on visit duration at the feeder of an animal was calculated. Feeder visit duration time was not correlated with traits, such as weight gain or average feed intake (P > 0.05), whereas for the daily feeder occupation time, the estimated correlation was positive with the Direct BLUP (r^ = 0.51, P < 0.05) and negative with the Follower BLUP (r^= -0.26, P < 0.05). The results suggest that the visit duration of an animal at the single-space feeder was influenced by both direct and social effects when the replacement time between visits was less than 1 min. Finally, animals that spent a longer time per day at the feeder seemed to do so by shortening the meal length of the preceding individual at the feeder.
Fil: Angarita Barajas, Belcy Karine. Michigan State University; Estados Unidos. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario. Unidad Ejecutora de Investigaciones en Producción Animal. Universidad de Buenos Aires. Facultad de Ciencias Veterinarias. Unidad Ejecutora de Investigaciones en Producción Animal; Argentina
Fil: Han, Junjie. Michigan State University; Estados Unidos
Fil: Cantet, Rodolfo Juan Carlos. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario. Unidad Ejecutora de Investigaciones en Producción Animal. Universidad de Buenos Aires. Facultad de Ciencias Veterinarias. Unidad Ejecutora de Investigaciones en Producción Animal; Argentina
Fil: Chewning, Sarah K.. Michigan State University; Estados Unidos
Fil: Wurtz, Kaitlin. Michigan State University; Estados Unidos
Fil: Siegford, Janice. Michigan State University; Estados Unidos
Fil: Ernst, Catherine. Michigan State University; Estados Unidos
Fil: Steibel, Juan Pedro. Michigan State University; Estados Unidos - Materia
-
FEEDING BEHAVIOR
PIGS
SOCIAL EFFECTS - Nivel de accesibilidad
- acceso abierto
- Condiciones de uso
- https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
- Repositorio
.jpg)
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/163793
Ver los metadatos del registro completo
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Estimation of direct and social effects of feeding duration in growing pigs using records from automatic feeding stationsAngarita Barajas, Belcy KarineHan, JunjieCantet, Rodolfo Juan CarlosChewning, Sarah K.Wurtz, KaitlinSiegford, JaniceErnst, CatherineSteibel, Juan PedroFEEDING BEHAVIORPIGSSOCIAL EFFECTShttps://purl.org/becyt/ford/4.2https://purl.org/becyt/ford/4Automatic feeding systems in pig production allow for the recording of individual feeding behavior traits, which might be influenced by the social interactions among individuals. This study fitted mixed models to estimate the direct and social effects on visit duration at the feeder of group-housed pigs. The dataset included 74,413 records of each visit duration time (min) event at the automatic feeder from 135 pigs housed in 14 pens. The sequence of visits at the feeder was employed as a proxy for the social interaction between individuals. To estimate animal effects, the direct effect was apportioned to the animal feeding (feeding pig), and the social effect was apportioned to the animal that entered the feeder immediately after the feeding pig left the feeding station (follower). The data were divided into two subsets: "non-immediate replacement" time (NIRT, N = 6,256), where the follower pig occupied the feeder at least 600 s after the feeding pig left the feeder, and "immediate replacement" time (IRT, N = 58,255), where the elapsed time between replacements was less than or equal to 60 s. The marginal posterior distribution of the parameters was obtained by Bayesian method. Using the IRT subset, the posterior mean of the proportion of variance explained by the direct effect (Prpσ^d2) was 18% for all models. The proportion of variance explained by the follower social effect (Prpσ^f2) was 2%, and the residual variance (σ^e2) decreased, suggesting an improved model fit by including the follower effect. Fitting the models with the NIRT subset, the estimate of Prpσ^d2 was 20% but the Prpσ^f2 was almost zero and σ^e2 was identical for all models. For the IRT subset, the predicted best linear unbiased predictor (BLUP) of direct (Direct BLUP) and social (Follower BLUP) random effects on visit duration at the feeder of an animal was calculated. Feeder visit duration time was not correlated with traits, such as weight gain or average feed intake (P > 0.05), whereas for the daily feeder occupation time, the estimated correlation was positive with the Direct BLUP (r^ = 0.51, P < 0.05) and negative with the Follower BLUP (r^= -0.26, P < 0.05). The results suggest that the visit duration of an animal at the single-space feeder was influenced by both direct and social effects when the replacement time between visits was less than 1 min. Finally, animals that spent a longer time per day at the feeder seemed to do so by shortening the meal length of the preceding individual at the feeder.Fil: Angarita Barajas, Belcy Karine. Michigan State University; Estados Unidos. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario. Unidad Ejecutora de Investigaciones en Producción Animal. Universidad de Buenos Aires. Facultad de Ciencias Veterinarias. Unidad Ejecutora de Investigaciones en Producción Animal; ArgentinaFil: Han, Junjie. Michigan State University; Estados UnidosFil: Cantet, Rodolfo Juan Carlos. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario. Unidad Ejecutora de Investigaciones en Producción Animal. Universidad de Buenos Aires. Facultad de Ciencias Veterinarias. Unidad Ejecutora de Investigaciones en Producción Animal; ArgentinaFil: Chewning, Sarah K.. Michigan State University; Estados UnidosFil: Wurtz, Kaitlin. Michigan State University; Estados UnidosFil: Siegford, Janice. Michigan State University; Estados UnidosFil: Ernst, Catherine. Michigan State University; Estados UnidosFil: Steibel, Juan Pedro. Michigan State University; Estados UnidosOxford University Press2021-05-03info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/163793Angarita Barajas, Belcy Karine; Han, Junjie; Cantet, Rodolfo Juan Carlos; Chewning, Sarah K.; Wurtz, Kaitlin; et al.; Estimation of direct and social effects of feeding duration in growing pigs using records from automatic feeding stations; Oxford University Press; Journal of animal science; 99; 5; 3-5-2021; 1-181525-3163CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1093/jas/skab042info:eu-repo/semantics/altIdentifier/url/https://academic.oup.com/jas/article/99/5/skab042/6262701info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-22T11:05:54Zoai:ri.conicet.gov.ar:11336/163793instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-22 11:05:54.871CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse |
| dc.title.none.fl_str_mv |
Estimation of direct and social effects of feeding duration in growing pigs using records from automatic feeding stations |
| title |
Estimation of direct and social effects of feeding duration in growing pigs using records from automatic feeding stations |
| spellingShingle |
Estimation of direct and social effects of feeding duration in growing pigs using records from automatic feeding stations Angarita Barajas, Belcy Karine FEEDING BEHAVIOR PIGS SOCIAL EFFECTS |
| title_short |
Estimation of direct and social effects of feeding duration in growing pigs using records from automatic feeding stations |
| title_full |
Estimation of direct and social effects of feeding duration in growing pigs using records from automatic feeding stations |
| title_fullStr |
Estimation of direct and social effects of feeding duration in growing pigs using records from automatic feeding stations |
| title_full_unstemmed |
Estimation of direct and social effects of feeding duration in growing pigs using records from automatic feeding stations |
| title_sort |
Estimation of direct and social effects of feeding duration in growing pigs using records from automatic feeding stations |
| dc.creator.none.fl_str_mv |
Angarita Barajas, Belcy Karine Han, Junjie Cantet, Rodolfo Juan Carlos Chewning, Sarah K. Wurtz, Kaitlin Siegford, Janice Ernst, Catherine Steibel, Juan Pedro |
| author |
Angarita Barajas, Belcy Karine |
| author_facet |
Angarita Barajas, Belcy Karine Han, Junjie Cantet, Rodolfo Juan Carlos Chewning, Sarah K. Wurtz, Kaitlin Siegford, Janice Ernst, Catherine Steibel, Juan Pedro |
| author_role |
author |
| author2 |
Han, Junjie Cantet, Rodolfo Juan Carlos Chewning, Sarah K. Wurtz, Kaitlin Siegford, Janice Ernst, Catherine Steibel, Juan Pedro |
| author2_role |
author author author author author author author |
| dc.subject.none.fl_str_mv |
FEEDING BEHAVIOR PIGS SOCIAL EFFECTS |
| topic |
FEEDING BEHAVIOR PIGS SOCIAL EFFECTS |
| purl_subject.fl_str_mv |
https://purl.org/becyt/ford/4.2 https://purl.org/becyt/ford/4 |
| dc.description.none.fl_txt_mv |
Automatic feeding systems in pig production allow for the recording of individual feeding behavior traits, which might be influenced by the social interactions among individuals. This study fitted mixed models to estimate the direct and social effects on visit duration at the feeder of group-housed pigs. The dataset included 74,413 records of each visit duration time (min) event at the automatic feeder from 135 pigs housed in 14 pens. The sequence of visits at the feeder was employed as a proxy for the social interaction between individuals. To estimate animal effects, the direct effect was apportioned to the animal feeding (feeding pig), and the social effect was apportioned to the animal that entered the feeder immediately after the feeding pig left the feeding station (follower). The data were divided into two subsets: "non-immediate replacement" time (NIRT, N = 6,256), where the follower pig occupied the feeder at least 600 s after the feeding pig left the feeder, and "immediate replacement" time (IRT, N = 58,255), where the elapsed time between replacements was less than or equal to 60 s. The marginal posterior distribution of the parameters was obtained by Bayesian method. Using the IRT subset, the posterior mean of the proportion of variance explained by the direct effect (Prpσ^d2) was 18% for all models. The proportion of variance explained by the follower social effect (Prpσ^f2) was 2%, and the residual variance (σ^e2) decreased, suggesting an improved model fit by including the follower effect. Fitting the models with the NIRT subset, the estimate of Prpσ^d2 was 20% but the Prpσ^f2 was almost zero and σ^e2 was identical for all models. For the IRT subset, the predicted best linear unbiased predictor (BLUP) of direct (Direct BLUP) and social (Follower BLUP) random effects on visit duration at the feeder of an animal was calculated. Feeder visit duration time was not correlated with traits, such as weight gain or average feed intake (P > 0.05), whereas for the daily feeder occupation time, the estimated correlation was positive with the Direct BLUP (r^ = 0.51, P < 0.05) and negative with the Follower BLUP (r^= -0.26, P < 0.05). The results suggest that the visit duration of an animal at the single-space feeder was influenced by both direct and social effects when the replacement time between visits was less than 1 min. Finally, animals that spent a longer time per day at the feeder seemed to do so by shortening the meal length of the preceding individual at the feeder. Fil: Angarita Barajas, Belcy Karine. Michigan State University; Estados Unidos. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario. Unidad Ejecutora de Investigaciones en Producción Animal. Universidad de Buenos Aires. Facultad de Ciencias Veterinarias. Unidad Ejecutora de Investigaciones en Producción Animal; Argentina Fil: Han, Junjie. Michigan State University; Estados Unidos Fil: Cantet, Rodolfo Juan Carlos. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario. Unidad Ejecutora de Investigaciones en Producción Animal. Universidad de Buenos Aires. Facultad de Ciencias Veterinarias. Unidad Ejecutora de Investigaciones en Producción Animal; Argentina Fil: Chewning, Sarah K.. Michigan State University; Estados Unidos Fil: Wurtz, Kaitlin. Michigan State University; Estados Unidos Fil: Siegford, Janice. Michigan State University; Estados Unidos Fil: Ernst, Catherine. Michigan State University; Estados Unidos Fil: Steibel, Juan Pedro. Michigan State University; Estados Unidos |
| description |
Automatic feeding systems in pig production allow for the recording of individual feeding behavior traits, which might be influenced by the social interactions among individuals. This study fitted mixed models to estimate the direct and social effects on visit duration at the feeder of group-housed pigs. The dataset included 74,413 records of each visit duration time (min) event at the automatic feeder from 135 pigs housed in 14 pens. The sequence of visits at the feeder was employed as a proxy for the social interaction between individuals. To estimate animal effects, the direct effect was apportioned to the animal feeding (feeding pig), and the social effect was apportioned to the animal that entered the feeder immediately after the feeding pig left the feeding station (follower). The data were divided into two subsets: "non-immediate replacement" time (NIRT, N = 6,256), where the follower pig occupied the feeder at least 600 s after the feeding pig left the feeder, and "immediate replacement" time (IRT, N = 58,255), where the elapsed time between replacements was less than or equal to 60 s. The marginal posterior distribution of the parameters was obtained by Bayesian method. Using the IRT subset, the posterior mean of the proportion of variance explained by the direct effect (Prpσ^d2) was 18% for all models. The proportion of variance explained by the follower social effect (Prpσ^f2) was 2%, and the residual variance (σ^e2) decreased, suggesting an improved model fit by including the follower effect. Fitting the models with the NIRT subset, the estimate of Prpσ^d2 was 20% but the Prpσ^f2 was almost zero and σ^e2 was identical for all models. For the IRT subset, the predicted best linear unbiased predictor (BLUP) of direct (Direct BLUP) and social (Follower BLUP) random effects on visit duration at the feeder of an animal was calculated. Feeder visit duration time was not correlated with traits, such as weight gain or average feed intake (P > 0.05), whereas for the daily feeder occupation time, the estimated correlation was positive with the Direct BLUP (r^ = 0.51, P < 0.05) and negative with the Follower BLUP (r^= -0.26, P < 0.05). The results suggest that the visit duration of an animal at the single-space feeder was influenced by both direct and social effects when the replacement time between visits was less than 1 min. Finally, animals that spent a longer time per day at the feeder seemed to do so by shortening the meal length of the preceding individual at the feeder. |
| publishDate |
2021 |
| dc.date.none.fl_str_mv |
2021-05-03 |
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article |
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publishedVersion |
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http://hdl.handle.net/11336/163793 Angarita Barajas, Belcy Karine; Han, Junjie; Cantet, Rodolfo Juan Carlos; Chewning, Sarah K.; Wurtz, Kaitlin; et al.; Estimation of direct and social effects of feeding duration in growing pigs using records from automatic feeding stations; Oxford University Press; Journal of animal science; 99; 5; 3-5-2021; 1-18 1525-3163 CONICET Digital CONICET |
| url |
http://hdl.handle.net/11336/163793 |
| identifier_str_mv |
Angarita Barajas, Belcy Karine; Han, Junjie; Cantet, Rodolfo Juan Carlos; Chewning, Sarah K.; Wurtz, Kaitlin; et al.; Estimation of direct and social effects of feeding duration in growing pigs using records from automatic feeding stations; Oxford University Press; Journal of animal science; 99; 5; 3-5-2021; 1-18 1525-3163 CONICET Digital CONICET |
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eng |
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eng |
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Oxford University Press |
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Oxford University Press |
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CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas |
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dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar |
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