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In this study, we estimated the genetic parameters of the daily duration of six behaviors (feeding, moving, lying, standing, ruminating while lying, and ruminating while standing) in beef cattle, automatically classified using wearable devices. The devices were attached to 332 Japanese beef cattle at two stations for approximately 5\u00a0months. We compared repeatability, Poisson regression, and random regression models using the deviance information criterion. Poisson regression models were selected for all traits at each station, probably because of the non\u2010normal distribution of the phenotypes. The heritability estimates by the Poisson regression models were moderate at each station: 0.67 and 0.68 for feeding, 0.68 and 0.53 for moving, 0.47 and 0.55 for lying, 0.45 and 0.40 for standing, 0.51 and 0.59 for ruminating while lying, and 0.37 and 0.45 for ruminating while standing. The genetic correlations between these traits were all negative at both stations, whereas the residual correlations showed different directions depending on the station. Although validation studies with larger populations are needed to confirm these findings, this study provides fundamental knowledge of the genetic basis of daily behavior in beef cattle.<\/jats:p>","DOI":"10.1111\/asj.14002","type":"journal-article","created":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T13:29:28Z","timestamp":1727789368000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Genetic parameters of behavior traits of beef cattle classified using wearable devices"],"prefix":"10.1111","volume":"95","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1707-9539","authenticated-orcid":false,"given":"Akio","family":"Onogi","sequence":"first","affiliation":[{"name":"Department of Life Sciences, Faculty of Agriculture Ryukoku University  Otsu Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Riku","family":"Fujii","sequence":"additional","affiliation":[{"name":"Department of Life Sciences, Faculty of Agriculture Ryukoku University  Otsu Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Toshio","family":"Watanabe","sequence":"additional","affiliation":[{"name":"Maebashi Institute of Animal Science Livestock Improvement Association of Japan, Inc.  Maebashi Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Atsushi","family":"Ogino","sequence":"additional","affiliation":[{"name":"Maebashi Institute of Animal Science Livestock Improvement Association of Japan, Inc.  Maebashi Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Masakazu","family":"Shinomiya","sequence":"additional","affiliation":[{"name":"Cattle Breeding Department Livestock Improvement Association of Japan, Inc.  Tokyo Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kazuhito","family":"Kurogi","sequence":"additional","affiliation":[{"name":"Cattle Breeding Department Livestock Improvement Association of Japan, Inc.  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