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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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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