Division of Animal Genetics & Breeding, ICAR-Central Sheep and Wool Research Institute, Avikanagar-304 501, Rajasthan, India.
Animal. 2019 Dec;13(12):2896-2902. doi: 10.1017/S1751731119001617. Epub 2019 Jul 18.
Pre-weaning animals exit a flock through death induced by various reasons, causing significant economic losses to the goat producers. In this study, we investigated the survival from birth to weaning of Sirohi goat kids within framework of the survival analysis. Kid records were accessed from 1997 to 2017, with the information on 4417 pre-weaning animals of farmed Sirohi goat native to the Rajasthan State of India. A multivariable Cox regression was fitted to the data after checking the assumptions of regression. The explanatory variables were sex, type of birth, season of birth, birthweight, doe weight at kidding and year of birth. Model selection eliminated doe weight from the model, and sex, type of birth, season of birth, birthweight and year of birth were retained in the model. With model calibration also, these five covariates were retained in the model. The mortality on the first day after birth was 0.3%, constituting 3.5% of all pre-weaning mortality. The mortality until the end of weaning period was 7.8%. Regression analysis revealed that the higher birthweight at kidding was associated with reduced hazard of death among the kids. Male kids had higher hazards of death compared with female kids. The single-born kids had lower risks of death compared with twin-born kids after accounting for heterogeneity. The winter season had a very high adverse effect on the survival of the kids. With each passing year, risks of death decreased. The results of this study indicate that better survival of kids can be achieved by controlling both environmental and animal-related factors.
哺乳期前的动物因各种原因死亡而离开羊群,这给山羊养殖户造成了巨大的经济损失。本研究采用生存分析方法,研究了西里古里山羊哺乳期前的成活率。从 1997 年到 2017 年,我们查阅了农场饲养的西里古里山羊的 4417 只哺乳期前动物的记录,这些动物都来自印度拉贾斯坦邦。在检查回归假设后,我们对数据进行了多变量 Cox 回归分析。解释变量包括性别、出生类型、出生季节、出生体重、分娩时母羊体重和出生年份。模型选择将母羊体重从模型中剔除,性别、出生类型、出生季节、出生体重和出生年份保留在模型中。经过模型校准,这五个协变量仍保留在模型中。出生后第一天的死亡率为 0.3%,占哺乳期前所有死亡率的 3.5%。哺乳期结束时的死亡率为 7.8%。回归分析显示,分娩时较高的出生体重与降低幼崽的死亡风险有关。与雌性幼崽相比,雄性幼崽的死亡风险更高。在考虑到异质性后,单胎出生的幼崽比双胎出生的幼崽死亡风险更低。冬季对幼崽的生存有很大的不利影响。随着时间的推移,死亡风险降低。本研究结果表明,通过控制环境和动物相关因素,可以提高幼崽的成活率。