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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 dependent elemen...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6638953/ https://www.ncbi.nlm.nih.gov/pubmed/31318929 http://dx.doi.org/10.1371/journal.pone.0219793 |
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author | Roca, Pablo Diez, Gustavo G. Castellanos, Nazareth Vazquez, Carmelo |
author_facet | Roca, Pablo Diez, Gustavo G. Castellanos, Nazareth Vazquez, Carmelo |
author_sort | Roca, Pablo |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-6638953 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-66389532019-07-25 Does mindfulness change the mind? A novel psychonectome perspective based on Network Analysis Roca, Pablo Diez, Gustavo G. Castellanos, Nazareth Vazquez, Carmelo PLoS One Research Article 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. Public Library of Science 2019-07-18 /pmc/articles/PMC6638953/ /pubmed/31318929 http://dx.doi.org/10.1371/journal.pone.0219793 Text en © 2019 Roca et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Roca, Pablo Diez, Gustavo G. Castellanos, Nazareth Vazquez, Carmelo Does mindfulness change the mind? A novel psychonectome perspective based on Network Analysis |
title | 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_short | 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 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6638953/ https://www.ncbi.nlm.nih.gov/pubmed/31318929 http://dx.doi.org/10.1371/journal.pone.0219793 |
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