A. Gottschalk, H. Lyhne, C. Pertoldi, A. C. Linder
{"title":"A Novel Method of Identifying Behavioral Reaction Norms in Captive Animals","authors":"A. Gottschalk, H. Lyhne, C. Pertoldi, A. C. Linder","doi":"10.46325/GABJ.V0I0.750","DOIUrl":null,"url":null,"abstract":"\nBehavioral instability has recently been introduced as a new quantitative method for investigating the personality of animals through the use of behavioral reaction norms (Linder et al. 2020). Previous methods used in the field are unable to produce comparable quantitative results and lack a protocol ensuring systematic data sampling (Shyne 2006, Rose et al. 2017, Linder et al. 2020). The methods used in the past have primarily been used to estimate the percentage of time spent on various behaviors (Altmann 1974). These traditional methods are deeply dependent on the ethogram used, since the percentage of time spent on one behavior always will be dependent on the amount of time spent on other behaviors. Hence, reducing the reproducibility of results and making comparisons between studies difficult (Linder et al. 2020). Furthermore, the methods previously used do not account for the predictability of an individual (the probability that a given behavior occurs). The predictability of an individual is an important factor when assessing its personality and the novel approach using behavioral instability takes the predictability of the individual into account when assessing their personality. This is enabled by analyzing the variables: median, variance, asymmetry index and kurtosis of the time spent on all occurrences of an individual’s various behaviors (Linder et al. 2020). The asymmetry index (skewness) is a measure of the asymmetry of a distribution, i.e. how much a distribution is tilted due to a high frequency of extreme values in one direction (Mann 2016). The kurtosis is a measure of the relative distance from the center of the distribution to the tails, i.e. how spread the values are around the center of the distribution (Balanda and MacGillivray 1988). \nLinder et al. (2020) have showed the application of behavioral instability in the investigation of behavioral reaction norms in a case study investigating the behavior of two captive polar bears at Aalborg Zoo. Thus, showing how the estimation of the variables: median, variance, asymmetry index and kurtosis can be used for assessing the effectiveness of enrichment manipulation. The results presented in Linder et al. (2020) show an intuitive visual representation of the individuals’ reaction norms where the variables describing behavioral instability are plotted as a response to an environmental stimulus. \nOur aim is to demonstrate a novel way of visually representing this type of data as a three-dimensional plot, exemplified with the data collected and presented in Linder et al. (2020). First, the variables of behavioral instability were plotted simultaneously for different behaviors demonstrating the effect of the environmental stimuli and secondly, three different behaviors were plotted against each other showing the individuals’ responses to the environmental stimuli for each of the variables, respectively. This novel way of illustrating an individual’s reaction norms, enables the immediate identification of changes in an individual’s predictability for a given behavior. This is exemplified in the figures presented below. \n","PeriodicalId":12670,"journal":{"name":"GABJ","volume":"157 2 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2020-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"GABJ","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.46325/GABJ.V0I0.750","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Behavioral instability has recently been introduced as a new quantitative method for investigating the personality of animals through the use of behavioral reaction norms (Linder et al. 2020). Previous methods used in the field are unable to produce comparable quantitative results and lack a protocol ensuring systematic data sampling (Shyne 2006, Rose et al. 2017, Linder et al. 2020). The methods used in the past have primarily been used to estimate the percentage of time spent on various behaviors (Altmann 1974). These traditional methods are deeply dependent on the ethogram used, since the percentage of time spent on one behavior always will be dependent on the amount of time spent on other behaviors. Hence, reducing the reproducibility of results and making comparisons between studies difficult (Linder et al. 2020). Furthermore, the methods previously used do not account for the predictability of an individual (the probability that a given behavior occurs). The predictability of an individual is an important factor when assessing its personality and the novel approach using behavioral instability takes the predictability of the individual into account when assessing their personality. This is enabled by analyzing the variables: median, variance, asymmetry index and kurtosis of the time spent on all occurrences of an individual’s various behaviors (Linder et al. 2020). The asymmetry index (skewness) is a measure of the asymmetry of a distribution, i.e. how much a distribution is tilted due to a high frequency of extreme values in one direction (Mann 2016). The kurtosis is a measure of the relative distance from the center of the distribution to the tails, i.e. how spread the values are around the center of the distribution (Balanda and MacGillivray 1988).
Linder et al. (2020) have showed the application of behavioral instability in the investigation of behavioral reaction norms in a case study investigating the behavior of two captive polar bears at Aalborg Zoo. Thus, showing how the estimation of the variables: median, variance, asymmetry index and kurtosis can be used for assessing the effectiveness of enrichment manipulation. The results presented in Linder et al. (2020) show an intuitive visual representation of the individuals’ reaction norms where the variables describing behavioral instability are plotted as a response to an environmental stimulus.
Our aim is to demonstrate a novel way of visually representing this type of data as a three-dimensional plot, exemplified with the data collected and presented in Linder et al. (2020). First, the variables of behavioral instability were plotted simultaneously for different behaviors demonstrating the effect of the environmental stimuli and secondly, three different behaviors were plotted against each other showing the individuals’ responses to the environmental stimuli for each of the variables, respectively. This novel way of illustrating an individual’s reaction norms, enables the immediate identification of changes in an individual’s predictability for a given behavior. This is exemplified in the figures presented below.
行为不稳定性最近被引入作为一种新的定量方法,通过使用行为反应规范来调查动物的个性(Linder et al. 2020)。该领域以前使用的方法无法产生可比的定量结果,并且缺乏确保系统数据采样的协议(Shyne 2006, Rose et al. 2017, Linder et al. 2020)。过去使用的方法主要用于估计花在各种行为上的时间百分比(Altmann 1974)。这些传统的方法深深地依赖于所使用的图表,因为花在一个行为上的时间百分比总是依赖于花在其他行为上的时间。因此,降低了结果的可重复性,使研究之间的比较变得困难(Linder et al. 2020)。此外,以前使用的方法没有考虑到个体的可预测性(给定行为发生的概率)。个体的可预测性是评估其人格的一个重要因素,而使用行为不稳定性的新方法在评估其人格时考虑了个体的可预测性。这可以通过分析变量来实现:中位数、方差、不对称指数和个体各种行为发生的时间峰度(Linder et al. 2020)。不对称指数(偏度)是衡量分布不对称的指标,即由于一个方向上极端值的高频率而导致分布倾斜的程度(Mann 2016)。峰度是测量从分布中心到尾部的相对距离,即值在分布中心周围的传播程度(Balanda and MacGillivray 1988)。Linder等人(2020)在调查奥尔堡动物园两只圈养北极熊行为的案例研究中,展示了行为不稳定性在行为反应规范调查中的应用。因此,显示如何估计变量:中位数,方差,不对称指数和峰度可用于评估富集操作的有效性。Linder等人(2020)提出的结果显示了个体反应规范的直观视觉表示,其中描述行为不稳定性的变量被绘制为对环境刺激的反应。我们的目标是展示一种新颖的方式,将这类数据可视化地表示为三维图,Linder等人(2020)收集和呈现的数据就是例证。首先,对不同的行为同时绘制行为不稳定性的变量,以显示环境刺激的影响;其次,对三种不同的行为相互绘制,分别显示个体对环境刺激的反应。这种描述个体反应规范的新颖方式,使我们能够立即识别出个体对特定行为的可预测性的变化。下面的数字说明了这一点。