a Department of Statistics , University of Haifa.
b Department of Behavioral Sciences and Psychology , Ariel University.
Multivariate Behav Res. 2019 Jul-Aug;54(4):530-541. doi: 10.1080/00273171.2018.1547874. Epub 2019 Apr 8.
We propose a novel approach to the analysis of synchronized three-dimensional motion in dyads. Motion recorded at high time resolution, as with a gaming device, is preprocessed in each of the three spatial dimensions by spline smoothing. Synchrony is then defined, at each time point, as the cosine between the two individuals' estimated velocity vectors. The approach is extended to allow a time lag, allowing for the analysis of leader-follower dynamics. Mean square cosine over the time range is proposed as a scalar summary of dyadic synchrony, and this measure is found to be positively associated with cognitive empathy.
我们提出了一种分析双体三维同步运动的新方法。使用游戏设备以高时间分辨率记录的运动在三个空间维度中分别通过样条平滑进行预处理。然后,在每个时间点,同步性定义为两个人的估计速度向量之间的余弦。该方法扩展为允许时间滞后,从而允许分析领导者-跟随者动态。在时间范围内的均方余弦被提议作为双体同步的标量摘要,并且发现该度量与认知同理心呈正相关。