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基于加速度计的宠物狗不同强度活动计数切点的确定与应用

Determination and application of cut points for accelerometer-based activity counts of activities with differing intensity in pet dogs.

作者信息

Michel Kathryn E, Brown Dorothy Cimino

机构信息

Department of Clinical Studies-Philadelphia, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.

出版信息

Am J Vet Res. 2011 Jul;72(7):866-70. doi: 10.2460/ajvr.72.7.866.

Abstract

OBJECTIVE

To investigate whether an accelerometer-based activity monitor could be used in pet dogs to differentiate among and delineate the amount of time spent in activities of differing intensity.

ANIMALS

104 dogs.

PROCEDURES

For the first phase of the study, each dog (n = 104) wore an accelerometer-based activity monitor and was led through a series of standard activities (recumbency [sedentary], walking, and trotting). Receiver operating characteristic curves were generated to determine the optimal activity counts for predicting whether a dog was sedentary, walking, or trotting. For the second phase of the study, dogs (n = 99) wore an activity monitor on their collars continuously for 14 days at home; intensity of activity for each dog was classified by use of cut points determined on the basis of results obtained during the first phase of the study.

RESULTS

Analysis of receiver operating characteristic curves indicated that there was 100% specificity and 100% sensitivity in distinguishing sedentary activity from walking activity and 92% specificity and 92% sensitivity in distinguishing trotting activity from walking activity. Analysis of data collected during the 14-day period at home indicated that dogs were sedentary most of the time (median, 87%; range, 65% to 95%).

CONCLUSIONS AND CLINICAL RELEVANCE

Counts recorded by an accelerometer-based activity monitor could be used to discriminate effectively among standardized activities in pet dogs. There is potential for use of the method to improve the ability of clinicians and researchers to accurately estimate a pet dog's daily energy requirement.

摘要

目的

研究基于加速度计的活动监测器能否用于区分宠物狗不同强度活动所花费的时间并描绘其时长。

动物

104只狗。

方法

在研究的第一阶段,每只狗(n = 104)佩戴基于加速度计的活动监测器,并被引导完成一系列标准活动(躺卧[静态]、行走和小跑)。生成受试者操作特征曲线以确定预测狗处于静态、行走或小跑状态的最佳活动计数。在研究的第二阶段,99只狗在家中连续14天在项圈上佩戴活动监测器;根据研究第一阶段获得的结果确定的切点,对每只狗的活动强度进行分类。

结果

受试者操作特征曲线分析表明,区分静态活动和行走活动时特异性和敏感性均为100%,区分小跑活动和行走活动时特异性为92%,敏感性为92%。对在家中14天收集的数据进行分析表明,狗大部分时间处于静态(中位数为87%;范围为65%至95%)。

结论及临床意义

基于加速度计的活动监测器记录的计数可有效区分宠物狗的标准化活动。该方法有可能提高临床医生和研究人员准确估计宠物狗每日能量需求的能力。

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