I want to believe: delusion, motivated reasoning, and Bayesian decision theory.

IF 1.5 4区 医学 Q3 PSYCHIATRY Cognitive Neuropsychiatry Pub Date : 2021-11-01 Epub Date: 2021-09-24 DOI:10.1080/13546805.2021.1982686
Francesco Rigoli, Cristina Martinelli, Giovanni Pezzulo
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引用次数: 3

Abstract

Introduction: Several arguments suggest that motivated reasoning (occurring when beliefs are not solely shaped by accuracy, but also by other motives such as promoting self-esteem or self-protection) is important in delusions. However, classical theories of delusion disregard the role of motivated reasoning. Thus, this role remains poorly understood.Methods: To explore the role of motivated reasoning in delusions, here we propose a computational model of delusion based on a Bayesian decision framework. This proposes that beliefs are not only evaluated based on their accuracy (as in classical theories), but also based on the cost (in terms of reward and punishment) of rejecting them.Results: The model proposes that, when the values at stake are high (as often it is the case in the context of delusion), a belief might be endorsed because rejecting it is evaluated as too costly, even if the belief is less accurate. This process might contribute to the genesis of delusions.Conclusions: Our account offers an interpretation of how motivated reasoning might shape delusions. This can inspire research on the affective and motivational processes supporting delusions in clinical conditions such as in psychosis, neurological disorders, and delusional disorder.

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我想相信:妄想,动机推理,贝叶斯决策理论。
引言:一些论点表明,动机推理(发生在信念不仅受准确性影响,还受其他动机(如促进自尊或自我保护)的影响时)在妄想中很重要。然而,经典的妄想理论忽视了动机推理的作用。因此,人们对这一作用的了解仍然很少。方法:为了探讨动机推理在妄想中的作用,我们提出了一个基于贝叶斯决策框架的妄想计算模型。这表明,对信念的评估不仅基于它们的准确性(如经典理论),还基于拒绝它们的成本(就奖励和惩罚而言)。结果:该模型提出,当价值处于高风险时(通常是在妄想的情况下),一个信念可能会被认可,因为拒绝它被评估为代价太大,即使信念不那么准确。这个过程可能有助于错觉的产生。结论:我们的解释提供了动机推理如何塑造妄想的解释。这可以激发对临床条件下支持妄想的情感和动机过程的研究,如精神病、神经障碍和妄想障碍。
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来源期刊
CiteScore
3.20
自引率
11.80%
发文量
18
审稿时长
>12 weeks
期刊介绍: Cognitive Neuropsychiatry (CNP) publishes high quality empirical and theoretical papers in the multi-disciplinary field of cognitive neuropsychiatry. Specifically the journal promotes the study of cognitive processes underlying psychological and behavioural abnormalities, including psychotic symptoms, with and without organic brain disease. Since 1996, CNP has published original papers, short reports, case studies and theoretical and empirical reviews in fields of clinical and cognitive neuropsychiatry, which have a bearing on the understanding of normal cognitive processes. Relevant research from cognitive neuroscience, cognitive neuropsychology and clinical populations will also be considered. There are no page charges and we are able to offer free color printing where color is necessary.
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