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孕期学习、决策与心理健康调查:来自英国队列研究的见解

Investigating Learning, Decision-Making, and Mental Health in Pregnancy: Insights From a UK Cohort Study.

作者信息

Costantini Ilaria, Montout Axel, Moran Paul, Kounali Daphne, Pearson Rebecca M, Ludwig Casimir J H

机构信息

Centre for Academic Mental Health, University of Bristol, Oakfield House, Bristol, United Kingdom.

School of Psychological Science, University of Bristol, Bristol, United Kingdom.

出版信息

Comput Psychiatr. 2025 Sep 3;9(1):142-158. doi: 10.5334/cpsy.134. eCollection 2025.

Abstract

BACKGROUND

Parental capacity to learn from infant responses is a fundamental component of early dyadic interactions. However, the precise cognitive processes involved in these interactions and how these processes are influenced by mental health difficulties remain unclear.

METHODS

We investigated the computational basis of learning and decision-making in males and nulliparous females (Study 1) and pregnant participants enrolled in a cohort study (Study 2), using a two-armed bandit task adapted to simulate playful interactions with an infant. Participants chose between two competing bandits (i.e., two toys) with different underlying nominal probabilities for three outcomes (i.e., infant sad, neutral, and happy facial expressions). In Study 1, we manipulated the baseline emotional context of the task (i.e., the infant started either happy or sad) to investigate its effect on the processing of emotional feedback and decision-making. In both studies, we explored whether individual differences in mental health and personalities difficulties associated with variation in parameters.

RESULTS

In Study 1, the emotional context manipulation influenced both learning rates and how neutral outcomes were evaluated. Participants starting with a happy infant exhibited faster learning and a more negative evaluation of neutral outcomes compared to those starting with a sad infant. In Study 2, participants reporting higher levels of personality difficulties and antenatal depressive symptoms showed reduced learning rates. These associations were weaker in Study 1.

CONCLUSIONS

Our findings provide novel evidence regarding the role of the emotional context in learning and decision-making processes. For parents with depressive symptoms and personality difficulties, dampened responsivity to emotional feedback and inflexibility in updating beliefs about the values of actions may underlie fewer sensitive behaviours when interacting with their infants.

摘要

背景

父母从婴儿反应中学习的能力是早期二元互动的一个基本组成部分。然而,这些互动中所涉及的精确认知过程以及这些过程如何受到心理健康问题的影响仍不清楚。

方法

我们使用一种经过改编以模拟与婴儿进行玩耍互动的双臂赌博任务,对男性和未生育女性(研究1)以及参与一项队列研究的孕妇(研究2)的学习和决策的计算基础进行了调查。参与者在两个具有不同潜在标称名义名义概率的竞争赌博机(即两个玩具)之间进行选择,这两个赌博机对应三种结果(即婴儿悲伤、中性和高兴的面部表情)。在研究1中,我们操纵了任务的基线情绪背景(即婴儿开始时是高兴还是悲伤),以研究其对情绪反馈处理和决策的影响。在两项研究中,我们探讨了心理健康和个性困难方面的个体差异是否与参数变化相关。

结果

在研究1中,情绪背景操纵影响了学习率以及对中性结果的评估方式。与从悲伤婴儿开始的参与者相比,从高兴婴儿开始的参与者学习速度更快,对中性结果的评估更负面。在研究2中,报告个性困难和产前抑郁症状水平较高的参与者学习率较低。这些关联在研究1中较弱。

结论

我们的研究结果为情绪背景在学习和决策过程中的作用提供了新的证据。对于有抑郁症状和个性困难的父母来说,与婴儿互动时对情绪反馈的反应减弱以及在更新关于行动价值的信念时缺乏灵活性,可能是较少出现敏感行为的潜在原因。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d04/12427613/2d13d5f6d55e/cpsy-9-1-134-g1.jpg

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