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...

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Main Authors: Sholto Radford, Catrin Eames, Kate Brennan, Gwladys Lambert, Catherine Crane, J Mark G Williams, Danielle S Duggan, Thorsten Barnhofer
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4079585?pdf=render
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spelling doaj-8fca47ce5f2e4d9e9bda487c54c1f2512020-11-25T02:08:05ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-0197e10002210.1371/journal.pone.0100022Trait mindfulness as a limiting factor for residual depressive symptoms: an explorative study using quantile regression.Sholto RadfordCatrin EamesKate BrennanGwladys LambertCatherine CraneJ Mark G WilliamsDanielle S DugganThorsten BarnhoferMindfulness 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.http://europepmc.org/articles/PMC4079585?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Sholto Radford
Catrin Eames
Kate Brennan
Gwladys Lambert
Catherine Crane
J Mark G Williams
Danielle S Duggan
Thorsten Barnhofer
spellingShingle Sholto Radford
Catrin Eames
Kate Brennan
Gwladys Lambert
Catherine Crane
J Mark G Williams
Danielle S Duggan
Thorsten Barnhofer
Trait mindfulness as a limiting factor for residual depressive symptoms: an explorative study using quantile regression.
PLoS ONE
author_facet Sholto Radford
Catrin Eames
Kate Brennan
Gwladys Lambert
Catherine Crane
J Mark G Williams
Danielle S Duggan
Thorsten Barnhofer
author_sort Sholto Radford
title 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_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_sort trait mindfulness as a limiting factor for residual depressive symptoms: an explorative study using quantile regression.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2014-01-01
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.
url http://europepmc.org/articles/PMC4079585?pdf=render
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