Investigating the network ties between affect, attachment, and psychopathology

IF 4.9 2区 医学 Q1 CLINICAL NEUROLOGY Journal of affective disorders Pub Date : 2024-09-03 DOI:10.1016/j.jad.2024.08.219
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Abstract

Objectives

Recent years have seen an increased interest regarding theoretical and empirical associations of adult attachment security and primary affective traits concerning psychiatric disorders. In this study, network analysis technique is applied to dissect the links between both psychodynamic personality constructs and an array of psychopathological symptoms.

Methods

A total sample of 921 (69.9 % female) participants from the general population was investigated. A regularized cross-sectional partial correlation network between attachment (Experiences in Close Relationships-Revised [ECR-RD8]), primary affective traits (Brief Affective Neuroscience Personality Scales [BANPS-GL]) and psychopathological symptoms (ICD-10-Symptom-Rating Questionnaire [ISR]) was estimated via the EBICglasso algorithm. Node centrality, predictability and bridge centrality were analyzed. To evaluate the stability of the network and evaluate the significance of differences, we employed bootstrap techniques.

Results

The network was found to be stable, allowing reliable interpretations. We observed SADNESS, as well as depressive, PTSD and anxiety symptoms as the most influential nodes within the investigated network. Attachment AV and SADNESS were observed as nodes with the highest bridge centrality.

Conclusions

The results provide a data-driven in-depth look into the complex dynamics between psychopathological symptoms, attachment security and basic affective traits. Results underscore the critical interconnections between affect, attachment, and psychopathology, advocating for a psychodynamically informed systems approach in psychological research that considers the affective dimensions underlying human mental health.

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调查情感、依恋和精神病理学之间的网络联系。
研究目的近年来,人们越来越关注成人依恋安全感与精神障碍主要情感特征之间的理论和实证联系。本研究采用网络分析技术来剖析心理动力学人格建构与一系列精神病理症状之间的联系:方法:本研究共调查了来自普通人群的 921 名参与者(69.9% 为女性)。通过 EBICglasso 算法估算了依恋(亲密关系经历-修订版 [ECR-RD8])、初级情感特质(简明情感神经科学人格量表 [BANPS-GL])和精神病理症状(ICD-10-症状评级问卷 [ISR])之间的正则化横截面部分相关网络。对节点中心性、可预测性和桥中心性进行了分析。为了评估网络的稳定性和差异的显著性,我们采用了引导技术:结果:我们发现网络是稳定的,可以做出可靠的解释。我们发现 SADNESS 以及抑郁症状、创伤后应激障碍和焦虑症状是调查网络中最具影响力的节点。依恋 AV 和 SADNESS 是桥中心度最高的节点:研究结果以数据为驱动,深入探讨了精神病理症状、依恋安全感和基本情感特征之间的复杂动态关系。研究结果强调了情感、依恋和精神病理学之间的重要关联,倡导在心理学研究中采用心理动力学的系统方法,考虑人类心理健康的情感维度。
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来源期刊
Journal of affective disorders
Journal of affective disorders 医学-精神病学
CiteScore
10.90
自引率
6.10%
发文量
1319
审稿时长
9.3 weeks
期刊介绍: The Journal of Affective Disorders publishes papers concerned with affective disorders in the widest sense: depression, mania, mood spectrum, emotions and personality, anxiety and stress. It is interdisciplinary and aims to bring together different approaches for a diverse readership. Top quality papers will be accepted dealing with any aspect of affective disorders, including neuroimaging, cognitive neurosciences, genetics, molecular biology, experimental and clinical neurosciences, pharmacology, neuroimmunoendocrinology, intervention and treatment trials.
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