Ahn Woo-Young, Kishida Kenneth T, Gu Xiaosi, Lohrenz Terry, Harvey Ann, Alford John R, Smith Kevin B, Yaffe Gideon, Hibbing John R, Dayan Peter, Montague P Read
Virginia Tech Carilion Research Institute, Virginia Tech, Roanoke, VA 24016, USA; Computational Psychiatry Unit, Virginia Tech, Roanoke, VA 24016, USA.
Computational Psychiatry Unit, Virginia Tech, Roanoke, VA 24016, USA; Wellcome Trust Centre for Neuroimaging, University College London, 12 Queen Square, London WC1N 3BG, UK.
Curr Biol. 2014 Nov 17;24(22):2693-9. doi: 10.1016/j.cub.2014.09.050. Epub 2014 Oct 30.
Political ideologies summarize dimensions of life that define how a person organizes their public and private behavior, including their attitudes associated with sex, family, education, and personal autonomy. Despite the abstract nature of such sensibilities, fundamental features of political ideology have been found to be deeply connected to basic biological mechanisms that may serve to defend against environmental challenges like contamination and physical threat. These results invite the provocative claim that neural responses to nonpolitical stimuli (like contaminated food or physical threats) should be highly predictive of abstract political opinions (like attitudes toward gun control and abortion). We applied a machine-learning method to fMRI data to test the hypotheses that brain responses to emotionally evocative images predict individual scores on a standard political ideology assay. Disgusting images, especially those related to animal-reminder disgust (e.g., mutilated body), generate neural responses that are highly predictive of political orientation even though these neural predictors do not agree with participants' conscious rating of the stimuli. Images from other affective categories do not support such predictions. Remarkably, brain responses to a single disgusting stimulus were sufficient to make accurate predictions about an individual subject's political ideology. These results provide strong support for the idea that fundamental neural processing differences that emerge under the challenge of emotionally evocative stimuli may serve to structure political beliefs in ways formerly unappreciated.
政治意识形态概括了生活的各个方面,这些方面定义了一个人如何组织其公共和私人行为,包括他们对性、家庭、教育和个人自主权的态度。尽管这些观念具有抽象性,但研究发现,政治意识形态的基本特征与基本生物机制紧密相连,这些机制可能有助于抵御诸如污染和身体威胁等环境挑战。这些结果引发了一个颇具争议的观点,即对非政治刺激(如受污染的食物或身体威胁)的神经反应应该能够高度预测抽象的政治观点(如对枪支管制和堕胎的态度)。我们应用机器学习方法对功能磁共振成像(fMRI)数据进行测试,以验证以下假设:大脑对引发情绪的图像的反应能够预测个体在标准政治意识形态测试中的得分。令人厌恶的图像,尤其是那些与动物相关的厌恶图像(如残缺的身体),所产生的神经反应能够高度预测政治倾向,即便这些神经预测因素与参与者对刺激的主观评分并不一致。来自其他情感类别的图像则不支持此类预测。值得注意的是,大脑对单一令人厌恶刺激的反应足以对个体的政治意识形态做出准确预测。这些结果为以下观点提供了有力支持,即在引发情绪的刺激挑战下出现的基本神经加工差异,可能以一种前所未有的方式塑造政治信念。