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The temporal relation between pain and fatigue in individuals receiving treatment for chronic musculoskeletal pain
BACKGROUND: Numerous investigations have revealed significant relations between pain and fatigue in individuals with persistent pain conditions. However, the direction of influence between pain and fatigue remains unclear. Shortcomings of design and analytic approaches used in previous research limi...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8905765/ https://www.ncbi.nlm.nih.gov/pubmed/35260111 http://dx.doi.org/10.1186/s12891-022-05162-7 |
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author | Yamada, Keiko Adams, Heather Ellis, Tamra Clark, Robyn Sully, Craig Lariviere, Christian Sullivan, Michael JL |
author_facet | Yamada, Keiko Adams, Heather Ellis, Tamra Clark, Robyn Sully, Craig Lariviere, Christian Sullivan, Michael JL |
author_sort | Yamada, Keiko |
collection | PubMed |
description | BACKGROUND: Numerous investigations have revealed significant relations between pain and fatigue in individuals with persistent pain conditions. However, the direction of influence between pain and fatigue remains unclear. Shortcomings of design and analytic approaches used in previous research limit the nature of conclusions that can be drawn about possible causal or directional relations between pain and fatigue. The present study investigated the temporal relation between changes in pain and changes in fatigue in individuals with musculoskeletal pain enrolled in a 10-week behavioral activation intervention. On the basis of previous findings, it was hypothesized that analyses would support a bi-directional relation between pain and fatigue. METHODS: The study sample consisted of 104 individuals with chronic musculoskeletal pain participating in a 10-week standardized rehabilitation intervention. Measures of pain intensity and fatigue were completed pre-, mid-, and post-treatment. The three-wave data panel permitted examination of the direction of influence between pain and fatigue through the course of the intervention. A random-intercept cross-lagged panel model (RI-CLPM) was used to examine the temporal relation between pain and fatigue. RESULTS: Consistent with previous research, cross-sectional analyses of pre-treatment data revealed significant correlations between measures of pain and fatigue. Significant reductions in pain and fatigue were observed through the course of treatment (d = 0.33 and d = 0.66, p < .001, respectively). RI-CLPM revealed that pain severity predicted later fatigue (pre to mid-treatment standardized path coefficient (β) = 0.55, p = 0.02; mid to post-treatment β = 0.36, p = 0.001); however, fatigue did not predict later pain severity. CONCLUSIONS: Discussion addresses the processes that might underlie the temporal relation between pain and fatigue. Clinical implications of the findings are also discussed. |
format | Online Article Text |
id | pubmed-8905765 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-89057652022-03-18 The temporal relation between pain and fatigue in individuals receiving treatment for chronic musculoskeletal pain Yamada, Keiko Adams, Heather Ellis, Tamra Clark, Robyn Sully, Craig Lariviere, Christian Sullivan, Michael JL BMC Musculoskelet Disord Research BACKGROUND: Numerous investigations have revealed significant relations between pain and fatigue in individuals with persistent pain conditions. However, the direction of influence between pain and fatigue remains unclear. Shortcomings of design and analytic approaches used in previous research limit the nature of conclusions that can be drawn about possible causal or directional relations between pain and fatigue. The present study investigated the temporal relation between changes in pain and changes in fatigue in individuals with musculoskeletal pain enrolled in a 10-week behavioral activation intervention. On the basis of previous findings, it was hypothesized that analyses would support a bi-directional relation between pain and fatigue. METHODS: The study sample consisted of 104 individuals with chronic musculoskeletal pain participating in a 10-week standardized rehabilitation intervention. Measures of pain intensity and fatigue were completed pre-, mid-, and post-treatment. The three-wave data panel permitted examination of the direction of influence between pain and fatigue through the course of the intervention. A random-intercept cross-lagged panel model (RI-CLPM) was used to examine the temporal relation between pain and fatigue. RESULTS: Consistent with previous research, cross-sectional analyses of pre-treatment data revealed significant correlations between measures of pain and fatigue. Significant reductions in pain and fatigue were observed through the course of treatment (d = 0.33 and d = 0.66, p < .001, respectively). RI-CLPM revealed that pain severity predicted later fatigue (pre to mid-treatment standardized path coefficient (β) = 0.55, p = 0.02; mid to post-treatment β = 0.36, p = 0.001); however, fatigue did not predict later pain severity. CONCLUSIONS: Discussion addresses the processes that might underlie the temporal relation between pain and fatigue. Clinical implications of the findings are also discussed. BioMed Central 2022-03-08 /pmc/articles/PMC8905765/ /pubmed/35260111 http://dx.doi.org/10.1186/s12891-022-05162-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Yamada, Keiko Adams, Heather Ellis, Tamra Clark, Robyn Sully, Craig Lariviere, Christian Sullivan, Michael JL The temporal relation between pain and fatigue in individuals receiving treatment for chronic musculoskeletal pain |
title | The temporal relation between pain and fatigue in individuals receiving treatment for chronic musculoskeletal pain |
title_full | The temporal relation between pain and fatigue in individuals receiving treatment for chronic musculoskeletal pain |
title_fullStr | The temporal relation between pain and fatigue in individuals receiving treatment for chronic musculoskeletal pain |
title_full_unstemmed | The temporal relation between pain and fatigue in individuals receiving treatment for chronic musculoskeletal pain |
title_short | The temporal relation between pain and fatigue in individuals receiving treatment for chronic musculoskeletal pain |
title_sort | temporal relation between pain and fatigue in individuals receiving treatment for chronic musculoskeletal pain |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8905765/ https://www.ncbi.nlm.nih.gov/pubmed/35260111 http://dx.doi.org/10.1186/s12891-022-05162-7 |
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