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

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 depend...

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Main Authors: Pablo Roca, Gustavo G Diez, Nazareth Castellanos, Carmelo Vazquez
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0219793
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spelling doaj-496a665eca47421790c9f2f0cb75a2f02021-03-03T20:34:01ZengPublic Library of Science (PLoS)PLoS ONE1932-62032019-01-01147e021979310.1371/journal.pone.0219793Does mindfulness change the mind? A novel psychonectome perspective based on Network Analysis.Pablo RocaGustavo G DiezNazareth CastellanosCarmelo VazquezIf 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.https://doi.org/10.1371/journal.pone.0219793
collection DOAJ
language English
format Article
sources DOAJ
author Pablo Roca
Gustavo G Diez
Nazareth Castellanos
Carmelo Vazquez
spellingShingle Pablo Roca
Gustavo G Diez
Nazareth Castellanos
Carmelo Vazquez
Does mindfulness change the mind? A novel psychonectome perspective based on Network Analysis.
PLoS ONE
author_facet Pablo Roca
Gustavo G Diez
Nazareth Castellanos
Carmelo Vazquez
author_sort Pablo Roca
title Does mindfulness change the mind? A novel psychonectome perspective based on Network Analysis.
title_short Does mindfulness change the mind? A novel psychonectome perspective based on Network Analysis.
title_full Does mindfulness change the mind? A novel psychonectome perspective based on Network Analysis.
title_fullStr Does mindfulness change the mind? A novel psychonectome perspective based on Network Analysis.
title_full_unstemmed Does mindfulness change the mind? A novel psychonectome perspective based on Network Analysis.
title_sort does mindfulness change the mind? a novel psychonectome perspective based on network analysis.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2019-01-01
description 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.
url https://doi.org/10.1371/journal.pone.0219793
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