Suppr超能文献

社交网络接近度预测心理状态的相似轨迹:来自多体素时空动态的证据。

Social network proximity predicts similar trajectories of psychological states: Evidence from multi-voxel spatiotemporal dynamics.

机构信息

Department of Psychology, University of California, Los Angeles, USA.

Tuck School of Business, Dartmouth College, USA.

出版信息

Neuroimage. 2020 Aug 1;216:116492. doi: 10.1016/j.neuroimage.2019.116492. Epub 2019 Dec 28.

Abstract

Homophily is a prevalent characteristic of human social networks: individuals tend to associate and bond with others who are similar to themselves with respect to physical traits and demographic attributes, such as age, gender, and ethnicity. Recent research using functional magnetic resonance imaging has demonstrated a positive relationship between individuals' real-world social network proximity (i.e., whether they are friends, friends-of-friends, or farther removed in social ties) and inter-subject correlation (ISC) in their time series of neural responses when viewing audiovisual movies. However, conventional ISC methods only capture information about similarity in the temporal evolution of region-averaged neural responses, and ignore information carried in fine-grained, spatially distributed response topographies. Here, we demonstrate that temporal trajectories of multi-voxel response patterns to naturalistic stimuli are exceptionally similar among friends and predictive of social network proximity, over and above the effects of response magnitude fluctuations. Furthermore, inter-subject similarity in the temporal trajectory of multi-voxel response patterns across distant points in time was particularly positively associated with individuals' proximity in their real-world social network. The fact that exceptional similarities among friends were most pronounced in long-range temporal fluctuations of response patterns located in multimodal cortical regions (e.g., regions of posterior parietal cortex) suggests that aspects of high-level processing during naturalistic stimulation may be particularly similar among friends. Given the localization of results, we speculate that socially close individuals may be particularly similar in endogenously driven shifts in how they distribute their attention (e.g., across the environment, within internal representations) over time. These results suggest that friends may experience exceptionally similar trajectories of psychological states when exposed to a common stimulus, and, more generally, that there are meaningful individual differences in the temporal evolution of multi-voxel response patterns during naturalistic stimulation.

摘要

同质性是人类社交网络的一个普遍特征

个体倾向于与在身体特征和人口属性(如年龄、性别和种族)方面与自己相似的人交往和联系。最近使用功能磁共振成像的研究表明,个体在观看视听电影时的神经反应时间序列中,其真实社交网络的接近程度(即他们是否是朋友、朋友的朋友还是社交关系更远的人)与个体间相关性(ISC)之间存在正相关关系。然而,传统的 ISC 方法仅捕获了区域平均神经反应时间演化相似性的信息,而忽略了在精细、空间分布的反应地形中携带的信息。在这里,我们证明了对自然刺激的多体素反应模式的时间轨迹在朋友之间非常相似,并且可以预测社交网络的接近程度,这超过了响应幅度波动的影响。此外,跨时间的多体素反应模式的时间轨迹在个体之间的相似性与个体在真实社交网络中的接近程度特别正相关。朋友之间的异常相似性在位于多模态皮质区域(例如,后顶叶皮质区域)的反应模式的长程时间波动中最为明显,这表明在自然刺激期间的高级处理方面,朋友之间可能特别相似。鉴于结果的定位,我们推测,社交上亲近的个体在他们如何随时间分配注意力(例如,在环境中,在内部表示中)的内源性驱动变化方面可能特别相似。这些结果表明,当暴露于共同刺激时,朋友可能会经历异常相似的心理状态轨迹,更一般地说,在自然刺激期间,多体素反应模式的时间演化存在有意义的个体差异。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验