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The association between trajectories of change in social functioning and psychological treatment outcome in university students: a growth mixture model analysis
BACKGROUND: The transition to university and resultant social support network disruption can be detrimental to the mental health of university students. As the need for mental health support is becoming increasingly prevalent in students, identification of factors associated with poorer outcomes is...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cambridge University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10600814/ https://www.ncbi.nlm.nih.gov/pubmed/36876490 http://dx.doi.org/10.1017/S0033291723000363 |
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author | Barnett, Phoebe Saunders, Rob Buckman, Joshua E. J. Naqvi, Syed Ali Singh, Satwant Stott, Joshua Wheatley, Jon Pilling, Stephen |
author_facet | Barnett, Phoebe Saunders, Rob Buckman, Joshua E. J. Naqvi, Syed Ali Singh, Satwant Stott, Joshua Wheatley, Jon Pilling, Stephen |
author_sort | Barnett, Phoebe |
collection | PubMed |
description | BACKGROUND: The transition to university and resultant social support network disruption can be detrimental to the mental health of university students. As the need for mental health support is becoming increasingly prevalent in students, identification of factors associated with poorer outcomes is a priority. Changes in social functioning have a bi-directional relationship with mental health, however it is not clear how such measures may be related to effectiveness of psychological treatments. METHODS: Growth mixture models were estimated on a sample of 5221 students treated in routine mental health services to identify different trajectories of change in self-rated impairment in social leisure activities and close relationships during the course of treatment. Multinomial regression explored associations between trajectory classes and treatment outcomes. RESULTS: Five trajectory classes were identified for social leisure activity impairment while three classes were identified for close relationship impairment. In both measures most students remained mildly impaired. Other trajectories included severe impairment with limited improvement, severe impairment with delayed improvement, and, in social leisure activities only, rapid improvement, and deterioration. Trajectories of improvement were associated with positive treatment outcomes while trajectories of worsening or stable severe impairment were associated with negative treatment outcomes. CONCLUSIONS: Changes in social functioning impairment are associated with psychological treatment outcomes in students, suggesting that these changes may be associated with treatment effectiveness as well as recovery experiences. Future research should seek to establish whether a causal link exists to understand whether integrating social support within psychological treatment may bring additional benefit for students. |
format | Online Article Text |
id | pubmed-10600814 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cambridge University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-106008142023-10-27 The association between trajectories of change in social functioning and psychological treatment outcome in university students: a growth mixture model analysis Barnett, Phoebe Saunders, Rob Buckman, Joshua E. J. Naqvi, Syed Ali Singh, Satwant Stott, Joshua Wheatley, Jon Pilling, Stephen Psychol Med Original Article BACKGROUND: The transition to university and resultant social support network disruption can be detrimental to the mental health of university students. As the need for mental health support is becoming increasingly prevalent in students, identification of factors associated with poorer outcomes is a priority. Changes in social functioning have a bi-directional relationship with mental health, however it is not clear how such measures may be related to effectiveness of psychological treatments. METHODS: Growth mixture models were estimated on a sample of 5221 students treated in routine mental health services to identify different trajectories of change in self-rated impairment in social leisure activities and close relationships during the course of treatment. Multinomial regression explored associations between trajectory classes and treatment outcomes. RESULTS: Five trajectory classes were identified for social leisure activity impairment while three classes were identified for close relationship impairment. In both measures most students remained mildly impaired. Other trajectories included severe impairment with limited improvement, severe impairment with delayed improvement, and, in social leisure activities only, rapid improvement, and deterioration. Trajectories of improvement were associated with positive treatment outcomes while trajectories of worsening or stable severe impairment were associated with negative treatment outcomes. CONCLUSIONS: Changes in social functioning impairment are associated with psychological treatment outcomes in students, suggesting that these changes may be associated with treatment effectiveness as well as recovery experiences. Future research should seek to establish whether a causal link exists to understand whether integrating social support within psychological treatment may bring additional benefit for students. Cambridge University Press 2023-10 2023-03-06 /pmc/articles/PMC10600814/ /pubmed/36876490 http://dx.doi.org/10.1017/S0033291723000363 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited. |
spellingShingle | Original Article Barnett, Phoebe Saunders, Rob Buckman, Joshua E. J. Naqvi, Syed Ali Singh, Satwant Stott, Joshua Wheatley, Jon Pilling, Stephen The association between trajectories of change in social functioning and psychological treatment outcome in university students: a growth mixture model analysis |
title | The association between trajectories of change in social functioning and psychological treatment outcome in university students: a growth mixture model analysis |
title_full | The association between trajectories of change in social functioning and psychological treatment outcome in university students: a growth mixture model analysis |
title_fullStr | The association between trajectories of change in social functioning and psychological treatment outcome in university students: a growth mixture model analysis |
title_full_unstemmed | The association between trajectories of change in social functioning and psychological treatment outcome in university students: a growth mixture model analysis |
title_short | The association between trajectories of change in social functioning and psychological treatment outcome in university students: a growth mixture model analysis |
title_sort | association between trajectories of change in social functioning and psychological treatment outcome in university students: a growth mixture model analysis |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10600814/ https://www.ncbi.nlm.nih.gov/pubmed/36876490 http://dx.doi.org/10.1017/S0033291723000363 |
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