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用于测量泌乳期荷斯坦奶牛步数的腿部佩戴式计步器的验证

Validation of a leg-mounted pedometer for the measurement of steps in lactating Holstein cows.

作者信息

Marques J C S, Burnett T A, Denis-Robichaud J, Madureira A M L, Cerri R L A

机构信息

Faculty of Land and Food Systems, University of British Columbia, Vancouver V6T 1Z4, Canada.

Ridgetown Campus, University of Guelph, Ridgetown, ON, N0P2C0, Canada.

出版信息

JDS Commun. 2023 Nov 4;5(1):67-71. doi: 10.3168/jdsc.2023-0403. eCollection 2024 Jan.

Abstract

The aim of this study was to validate the pedometer AfiAct II (AfiMilk) for the measurement of steps in lactating Holstein cows housed in a freestall design by assessing its agreement with visual observation of step counts. A total of 41 primiparous (n = 12) and multiparous (n = 29) cows were enrolled in the study between August and September 2018. Steps were monitored continuously by the pedometer and visually assessed for a 24-h period using video recordings. Visually observed steps were categorized as walking and stationary steps. The total number of steps taken per cow was calculated using the sum of walking and stationary steps. Unprocessed step count data from the study day were retrieved from the AfiMilk system in time-blocks of approximately 15 min. Repeated measures correlation was used to quantify the association between the pedometer measurements and visual observation of step counts. Nonindependence among observations were accounted adjusting for interindividual (cow) variability with an analysis of covariance. Pearson correlation coefficients (r) were categorized from negligible (0.00-0.30) to very high (0.90-1.00). Bland-Altman plots were created to evaluate the bias between the pedometer and visual observations. A total of 2,261 time-blocks were used in this study with an average (mean ± standard deviation) of 55.14 ± 8.1 time-blocks per cow. A high correlation was found for the evaluation between the pedometer and observed walking steps (r = 0.74; 95% confidence interval [CI] = 0.73-0.76), stationary steps (r = 0.71; 95% CI = 0.69-0.63), and total steps (r = 0.88; 95% CI = 0.87-0.89). The results of the Bland-Altman plot suggested limited bias between the pedometer step counts and visual observation of steps, independent of the type of steps. Numerical differences and several time-block differences outside of the 95% interval of agreement suggested an overestimation of step counts by the pedometer, which increased as the number of steps increased. The pedometer measured, on average, 97.6 ± 118.5 (28%), 249.2 ± 126.2 (125%), and 297.2 ± 205.4 (196%) steps/day more than the visual observed total steps, stationary steps, and walking steps, respectively. Our findings indicate that the pedometer counts all movement in which the pedometer leg is lifted off the floor without distinguishing if there was body movement of the animal.

摘要

本研究的目的是通过评估计步器AfiAct II(AfiMilk)与步数以视觉观察结果的一致性,来验证其对采用自由牛舍设计的泌乳荷斯坦奶牛步数测量的有效性。2018年8月至9月期间,共有41头初产奶牛(n = 12)和经产奶牛(n = 29)参与了本研究。计步器持续监测步数,并使用视频记录对24小时内的步数进行视觉评估。视觉观察到的步数分为行走步数和静止步数。每头奶牛的总步数通过行走步数和静止步数之和计算得出。研究日未处理的步数计数数据以约15分钟的时间块从AfiMilk系统中检索出来。采用重复测量相关性来量化计步器测量值与步数以视觉观察结果之间的关联。通过协方差分析对个体(奶牛)变异性进行调整,以考虑观察值之间的非独立性。皮尔逊相关系数(r)分为可忽略不计(0.00 - 0.30)到非常高(0.90 - 1.00)。绘制布兰德 - 奥特曼图以评估计步器与视觉观察之间的偏差。本研究共使用了2261个时间块,每头奶牛平均(均值±标准差)为55.14±8.1个时间块。计步器与观察到的行走步数(r = 0.74;95%置信区间[CI] = 0.73 - 0.76)、静止步数(r = 0.71;95% CI = 0.69 - 0.63)和总步数(r = 0.88;95% CI = 0.87 - 0.89)之间的评估具有高度相关性。布兰德 - 奥特曼图的结果表明,计步器步数计数与步数以视觉观察之间的偏差有限,且与步数类型无关。95%一致性区间之外的数值差异和几个时间块差异表明计步器对步数计数存在高估,且随着步数增加而增加。计步器测量的平均每日总步数、静止步数和行走步数分别比视觉观察到的多97.6±118.5(28%)、249.2±126.2(125%)和297.2±205.4(196%)。我们的研究结果表明,计步器会记录计步器腿部抬离地面的所有运动,而不区分动物是否有身体移动。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d8f3/10785236/101023609aae/fx1.jpg

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