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Trait Mindfulness as a Limiting Factor for Residual Depressive Symptoms: An Explorative Study Using Quantile Regression
Mindfulness has been suggested to be an important protective factor for emotional health. However, this effect might vary with regard to context. This study applied a novel statistical approach, quantile regression, in order to investigate the relation between trait mindfulness and residual depressi...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4079585/ https://www.ncbi.nlm.nih.gov/pubmed/24988072 http://dx.doi.org/10.1371/journal.pone.0100022 |
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author | Radford, Sholto Eames, Catrin Brennan, Kate Lambert, Gwladys Crane, Catherine Williams, J. Mark G. Duggan, Danielle S. Barnhofer, Thorsten |
author_facet | Radford, Sholto Eames, Catrin Brennan, Kate Lambert, Gwladys Crane, Catherine Williams, J. Mark G. Duggan, Danielle S. Barnhofer, Thorsten |
author_sort | Radford, Sholto |
collection | PubMed |
description | Mindfulness has been suggested to be an important protective factor for emotional health. However, this effect might vary with regard to context. This study applied a novel statistical approach, quantile regression, in order to investigate the relation between trait mindfulness and residual depressive symptoms in individuals with a history of recurrent depression, while taking into account symptom severity and number of episodes as contextual factors. Rather than fitting to a single indicator of central tendency, quantile regression allows exploration of relations across the entire range of the response variable. Analysis of self-report data from 274 participants with a history of three or more previous episodes of depression showed that relatively higher levels of mindfulness were associated with relatively lower levels of residual depressive symptoms. This relationship was most pronounced near the upper end of the response distribution and moderated by the number of previous episodes of depression at the higher quantiles. The findings suggest that with lower levels of mindfulness, residual symptoms are less constrained and more likely to be influenced by other factors. Further, the limiting effect of mindfulness on residual symptoms is most salient in those with higher numbers of episodes. |
format | Online Article Text |
id | pubmed-4079585 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-40795852014-07-08 Trait Mindfulness as a Limiting Factor for Residual Depressive Symptoms: An Explorative Study Using Quantile Regression Radford, Sholto Eames, Catrin Brennan, Kate Lambert, Gwladys Crane, Catherine Williams, J. Mark G. Duggan, Danielle S. Barnhofer, Thorsten PLoS One Research Article Mindfulness has been suggested to be an important protective factor for emotional health. However, this effect might vary with regard to context. This study applied a novel statistical approach, quantile regression, in order to investigate the relation between trait mindfulness and residual depressive symptoms in individuals with a history of recurrent depression, while taking into account symptom severity and number of episodes as contextual factors. Rather than fitting to a single indicator of central tendency, quantile regression allows exploration of relations across the entire range of the response variable. Analysis of self-report data from 274 participants with a history of three or more previous episodes of depression showed that relatively higher levels of mindfulness were associated with relatively lower levels of residual depressive symptoms. This relationship was most pronounced near the upper end of the response distribution and moderated by the number of previous episodes of depression at the higher quantiles. The findings suggest that with lower levels of mindfulness, residual symptoms are less constrained and more likely to be influenced by other factors. Further, the limiting effect of mindfulness on residual symptoms is most salient in those with higher numbers of episodes. Public Library of Science 2014-07-02 /pmc/articles/PMC4079585/ /pubmed/24988072 http://dx.doi.org/10.1371/journal.pone.0100022 Text en © 2014 Radford 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Radford, Sholto Eames, Catrin Brennan, Kate Lambert, Gwladys Crane, Catherine Williams, J. Mark G. Duggan, Danielle S. Barnhofer, Thorsten Trait Mindfulness as a Limiting Factor for Residual Depressive Symptoms: An Explorative Study Using Quantile Regression |
title | Trait Mindfulness as a Limiting Factor for Residual Depressive Symptoms: An Explorative Study Using Quantile Regression |
title_full | Trait Mindfulness as a Limiting Factor for Residual Depressive Symptoms: An Explorative Study Using Quantile Regression |
title_fullStr | Trait Mindfulness as a Limiting Factor for Residual Depressive Symptoms: An Explorative Study Using Quantile Regression |
title_full_unstemmed | Trait Mindfulness as a Limiting Factor for Residual Depressive Symptoms: An Explorative Study Using Quantile Regression |
title_short | Trait Mindfulness as a Limiting Factor for Residual Depressive Symptoms: An Explorative Study Using Quantile Regression |
title_sort | trait mindfulness as a limiting factor for residual depressive symptoms: an explorative study using quantile regression |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4079585/ https://www.ncbi.nlm.nih.gov/pubmed/24988072 http://dx.doi.org/10.1371/journal.pone.0100022 |
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