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Does mindfulness change the mind? A novel psychonectome perspective based on Network Analysis

机译:正念会改变主意吗?基于网络分析的新型心理连接学观点

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摘要

If the brain is a complex network of functionally specialized areas, it might be expected that mental representations could also behave in a similar way. We propose the concept of ‘psychonectome’ to formalize the idea of psychological constructs forming a dynamic network of mutually dependent elements. As a proof-of-concept of the psychonectome, networks analysis (NA) was used to explore structural changes in the network of constructs resulting from a psychological intervention. NA was applied to explore the effects of an 8-week Mindfulness-Based Stress Reduction (MBSR) program in healthy participants (N = 182). Psychological functioning was measured by questionnaires assessing five key domains related to MBSR: mindfulness, compassion, psychological well-being, psychological distress and emotional-cognitive control. A total of 25 variables, covering the five constructs, were considered as nodes in the NA. Participants significantly improved in most of the psychological questionnaires. More interesting from a network perspective, there were also significant changes in the topological relationships among the elements. Expected influence and strength centrality indexes revealed that mindfulness and well-being measures were the most central nodes in the networks. The nodes with highest topological change after the MBSR were attentional control, compassion measures, depression and thought suppression. Also, cognitive appraisal, an adaptive emotion regulation strategy, was associated to rumination before the MBSR program but became related to mindfulness and well-being measures after the program. Community analysis revealed a strong topological association between mindfulness, compassion, and emotional regulation, which supports the key role of compassion in mindfulness training. These results highlight the importance of exploring psychological changes from a network perspective and support the conceptual advantage of considering the interconnectedness of psychological constructs in terms of a ‘psychonectome’ as it may reveal ways of functioning that cannot be analyzed through conventional analytic methods.
机译:如果大脑是功能特定区域的复杂网络,则可以预期心理表征也可以以类似的方式表现。我们提出“ Psychonectome”的概念来形式化构成相互依赖的要素的动态网络的心理建构的观念。作为心理连接组的概念证明,网络分析(NA)用于探讨心理干预导致的结构网络中的结构变化。 NA被用于探索健康参与者(N = 182)中为期8周的正念减轻压力(MBSR)计划的效果。通过问卷调查评估心理功能,评估与MBSR相关的五个关键领域:正念,同情心,心理健康,心理困扰和情感认知控制。涵盖五个结构的总共25个变量被视为NA中的节点。大多数心理问卷调查的参与者都得到了明显改善。从网络角度来看,更有趣的是,元素之间的拓扑关系也发生了重大变化。预期的影响力和力量集中度指标表明,正念和幸福感是网络中最核心的节点。 MBSR后拓扑变化最大的节点是注意力控制,同情措施,沮丧和思想抑制。此外,认知评估是一种自适应的情绪调节策略,在MBSR计划开始前与反省有关,但在计划结束后与正念和幸福感相关。社区分析显示,正念,同情心和情绪调节之间存在强大的拓扑关联,这支持了同情心在正念训练中的关键作用。这些结果凸显了从网络角度探索心理变化的重要性,并支持了从“心理连接组”角度考虑心理结构的相互联系的概念优势,因为它可能揭示了无法通过传统分析方法进行分析的功能方式。

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