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Chronic low back pain patient groups in primary care – A cross sectional cluster analysis

BACKGROUND: Due to the heterogeneous nature of chronic low back pain (CLBP), it is necessary to identify patient groups and evaluate treatments within these groups. We aimed to identify groups of patients with CLBP in the primary care setting. METHODS: We performed a k-means cluster analysis on a la...

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Autores principales: Viniol, Annika, Jegan, Nikita, Hirsch, Oliver, Leonhardt, Corinna, Brugger, Markus, Strauch, Konstantin, Barth, Jürgen, Baum, Erika, Becker, Annette
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3852748/
https://www.ncbi.nlm.nih.gov/pubmed/24131707
http://dx.doi.org/10.1186/1471-2474-14-294
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author Viniol, Annika
Jegan, Nikita
Hirsch, Oliver
Leonhardt, Corinna
Brugger, Markus
Strauch, Konstantin
Barth, Jürgen
Baum, Erika
Becker, Annette
author_facet Viniol, Annika
Jegan, Nikita
Hirsch, Oliver
Leonhardt, Corinna
Brugger, Markus
Strauch, Konstantin
Barth, Jürgen
Baum, Erika
Becker, Annette
author_sort Viniol, Annika
collection PubMed
description BACKGROUND: Due to the heterogeneous nature of chronic low back pain (CLBP), it is necessary to identify patient groups and evaluate treatments within these groups. We aimed to identify groups of patients with CLBP in the primary care setting. METHODS: We performed a k-means cluster analysis on a large data set (n = 634) of primary care patients with CLBP. Variables of sociodemographic data, pain characteristics, psychological status (i.e., depression, anxiety, somatization), and the patient resources of resilience and coping strategies were included. RESULTS: We found three clusters that can be characterized as “pensioners with age-associated pain caused by degenerative diseases”, “middle-aged patients with high mental distress and poor coping resources”, and “middle-aged patients who are less pain-affected and better positioned with regard to their mental health”. CONCLUSIONS: Our results supported current knowledge concerning groups of CLBP patients in primary care. In particular, we identified a group that was most disabled and distressed, and which was mainly characterized by psychological variables. As shown in our study, pain-related coping strategies and resilience were low in these patients and might be addressed in differentiating treatment strategies. Future studies should focus on the identification of this group in order to achieve effective treatment allocation. TRIAL REGISTRATION: German Clinical Trial Register DRKS00003123
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spelling pubmed-38527482013-12-06 Chronic low back pain patient groups in primary care – A cross sectional cluster analysis Viniol, Annika Jegan, Nikita Hirsch, Oliver Leonhardt, Corinna Brugger, Markus Strauch, Konstantin Barth, Jürgen Baum, Erika Becker, Annette BMC Musculoskelet Disord Research Article BACKGROUND: Due to the heterogeneous nature of chronic low back pain (CLBP), it is necessary to identify patient groups and evaluate treatments within these groups. We aimed to identify groups of patients with CLBP in the primary care setting. METHODS: We performed a k-means cluster analysis on a large data set (n = 634) of primary care patients with CLBP. Variables of sociodemographic data, pain characteristics, psychological status (i.e., depression, anxiety, somatization), and the patient resources of resilience and coping strategies were included. RESULTS: We found three clusters that can be characterized as “pensioners with age-associated pain caused by degenerative diseases”, “middle-aged patients with high mental distress and poor coping resources”, and “middle-aged patients who are less pain-affected and better positioned with regard to their mental health”. CONCLUSIONS: Our results supported current knowledge concerning groups of CLBP patients in primary care. In particular, we identified a group that was most disabled and distressed, and which was mainly characterized by psychological variables. As shown in our study, pain-related coping strategies and resilience were low in these patients and might be addressed in differentiating treatment strategies. Future studies should focus on the identification of this group in order to achieve effective treatment allocation. TRIAL REGISTRATION: German Clinical Trial Register DRKS00003123 BioMed Central 2013-10-16 /pmc/articles/PMC3852748/ /pubmed/24131707 http://dx.doi.org/10.1186/1471-2474-14-294 Text en Copyright © 2013 Viniol et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Viniol, Annika
Jegan, Nikita
Hirsch, Oliver
Leonhardt, Corinna
Brugger, Markus
Strauch, Konstantin
Barth, Jürgen
Baum, Erika
Becker, Annette
Chronic low back pain patient groups in primary care – A cross sectional cluster analysis
title Chronic low back pain patient groups in primary care – A cross sectional cluster analysis
title_full Chronic low back pain patient groups in primary care – A cross sectional cluster analysis
title_fullStr Chronic low back pain patient groups in primary care – A cross sectional cluster analysis
title_full_unstemmed Chronic low back pain patient groups in primary care – A cross sectional cluster analysis
title_short Chronic low back pain patient groups in primary care – A cross sectional cluster analysis
title_sort chronic low back pain patient groups in primary care – a cross sectional cluster analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3852748/
https://www.ncbi.nlm.nih.gov/pubmed/24131707
http://dx.doi.org/10.1186/1471-2474-14-294
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