Bari Bilal A, Gershman Samuel J
Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.
McLean Hospital, Harvard Medical School, Belmont, MA, USA.
Comput Psychiatr. 2025 Feb 12;9(1):63-75. doi: 10.5334/cpsy.124. eCollection 2025.
Anxiety is intimately related to the desire for information and, under some accounts, thought to arise from the intolerance of uncertainty. Here, we seek to test this hypothesis by studying the relationship between trait anxiety and the willingness to pay for non-instrumental information (i.e., information that reveals whether an event will happen but cannot be used to change the outcome). We model behavior with a resource-rational model of planning, according to which non-instrumental information is useful for planning ahead, but paying for this information only makes sense if the anticipated benefits of planning outweigh the cognitive and financial costs. We find a bidirectional effect of trait anxiety factors on information seeking behavior: those with high trait somatic anxiety exhibit a stronger preference for non-instrumental information, whereas those with high trait negative affect exhibit a weaker preference. By fitting the resource-rational model, we find that this divergent desire for information arises from the utility of obtaining information for future planning (increased in somatic anxiety, decreased in negative affect). Our findings lend support to the intolerance of uncertainty hypothesis in somatic anxiety and highlight the importance of studying anxiety as a multifactorial construct.
焦虑与对信息的渴望密切相关,并且在某些观点中,被认为源于对不确定性的不耐受。在此,我们试图通过研究特质焦虑与为非工具性信息付费的意愿之间的关系来检验这一假设(即揭示某事件是否会发生但无法用于改变结果的信息)。我们用一种资源理性的规划模型来模拟行为,根据该模型,非工具性信息对提前规划有用,但只有在规划的预期收益超过认知和财务成本时,为该信息付费才是合理的。我们发现特质焦虑因素对信息寻求行为有双向影响:高特质躯体焦虑者对非工具性信息表现出更强的偏好,而高特质消极情绪者表现出较弱的偏好。通过拟合资源理性模型,我们发现这种对信息的不同渴望源于获取信息对未来规划的效用(在躯体焦虑中增加,在消极情绪中减少)。我们的研究结果支持了躯体焦虑中对不确定性不耐受的假设,并强调了将焦虑作为一个多因素结构进行研究的重要性。