Cargando…
Cluster analysis of Canadian Armed Forces veterans living with chronic pain: Life After Service Studies 2016
Objective: This study explored the heterogeneity of Canadian Armed Forces veterans living with chronic pain to inform service needs planning and research using cluster analysis. Design: We used a national cross-sectional Statistics Canada population survey. Participants: Participants included 2754 C...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8210876/ https://www.ncbi.nlm.nih.gov/pubmed/34189392 http://dx.doi.org/10.1080/24740527.2021.1898278 |
_version_ | 1783709386004234240 |
---|---|
author | Reyes Velez, Julian Thompson, James M. Sweet, Jill Busse, Jason W. VanTil, Linda |
author_facet | Reyes Velez, Julian Thompson, James M. Sweet, Jill Busse, Jason W. VanTil, Linda |
author_sort | Reyes Velez, Julian |
collection | PubMed |
description | Objective: This study explored the heterogeneity of Canadian Armed Forces veterans living with chronic pain to inform service needs planning and research using cluster analysis. Design: We used a national cross-sectional Statistics Canada population survey. Participants: Participants included 2754 Canadian Armed Forces (CAF) Regular Force veterans released from service between 1998 and 2015 and surveyed in 2016. Methods: We used cluster analysis of veterans with chronic pain based on pain severity, mental health, and activity limitation characteristics. We compared clusters for sociodemographic, health, and service utilization characteristics. Results: Of 2754 veterans, 1126 (41%) reported chronic pain. Veterans in cluster I (47%) rarely had severe pain (2%) or severe mental health problems (8%), and none had severe activity limitations. Veterans in cluster II (26%) more often than veterans in cluster I but less often than veterans in cluster III endorsed severe pain (27%) and severe mental health problems (22%) and were most likely to report severe activity limitation (91%). Veterans in cluster III (27%) were most likely to report severe pain (36%) and severe mental health problems (96%), and a majority reported severe activity limitations (72%). There was evidence of considerable heterogeneity among individuals in terms of socioeconomic characteristics, pain characteristics, mental and physical health status, activity limitations, social integration, and service utilization indicators. Conclusions: About half of Canadian veterans living with chronic pain infrequently endorse severe pain or serious mental health issues without severe activity limitations. The other half had more complex characteristics. The heterogeneity of CAF veterans with chronic pain emphasizes the need for support systems that can address variability of needs. |
format | Online Article Text |
id | pubmed-8210876 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-82108762021-06-28 Cluster analysis of Canadian Armed Forces veterans living with chronic pain: Life After Service Studies 2016 Reyes Velez, Julian Thompson, James M. Sweet, Jill Busse, Jason W. VanTil, Linda Can J Pain Research Article Objective: This study explored the heterogeneity of Canadian Armed Forces veterans living with chronic pain to inform service needs planning and research using cluster analysis. Design: We used a national cross-sectional Statistics Canada population survey. Participants: Participants included 2754 Canadian Armed Forces (CAF) Regular Force veterans released from service between 1998 and 2015 and surveyed in 2016. Methods: We used cluster analysis of veterans with chronic pain based on pain severity, mental health, and activity limitation characteristics. We compared clusters for sociodemographic, health, and service utilization characteristics. Results: Of 2754 veterans, 1126 (41%) reported chronic pain. Veterans in cluster I (47%) rarely had severe pain (2%) or severe mental health problems (8%), and none had severe activity limitations. Veterans in cluster II (26%) more often than veterans in cluster I but less often than veterans in cluster III endorsed severe pain (27%) and severe mental health problems (22%) and were most likely to report severe activity limitation (91%). Veterans in cluster III (27%) were most likely to report severe pain (36%) and severe mental health problems (96%), and a majority reported severe activity limitations (72%). There was evidence of considerable heterogeneity among individuals in terms of socioeconomic characteristics, pain characteristics, mental and physical health status, activity limitations, social integration, and service utilization indicators. Conclusions: About half of Canadian veterans living with chronic pain infrequently endorse severe pain or serious mental health issues without severe activity limitations. The other half had more complex characteristics. The heterogeneity of CAF veterans with chronic pain emphasizes the need for support systems that can address variability of needs. Taylor & Francis 2021-04-21 /pmc/articles/PMC8210876/ /pubmed/34189392 http://dx.doi.org/10.1080/24740527.2021.1898278 Text en © 2021 Crown. Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Reyes Velez, Julian Thompson, James M. Sweet, Jill Busse, Jason W. VanTil, Linda Cluster analysis of Canadian Armed Forces veterans living with chronic pain: Life After Service Studies 2016 |
title | Cluster analysis of Canadian Armed Forces veterans living with chronic pain: Life After Service Studies 2016 |
title_full | Cluster analysis of Canadian Armed Forces veterans living with chronic pain: Life After Service Studies 2016 |
title_fullStr | Cluster analysis of Canadian Armed Forces veterans living with chronic pain: Life After Service Studies 2016 |
title_full_unstemmed | Cluster analysis of Canadian Armed Forces veterans living with chronic pain: Life After Service Studies 2016 |
title_short | Cluster analysis of Canadian Armed Forces veterans living with chronic pain: Life After Service Studies 2016 |
title_sort | cluster analysis of canadian armed forces veterans living with chronic pain: life after service studies 2016 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8210876/ https://www.ncbi.nlm.nih.gov/pubmed/34189392 http://dx.doi.org/10.1080/24740527.2021.1898278 |
work_keys_str_mv | AT reyesvelezjulian clusteranalysisofcanadianarmedforcesveteranslivingwithchronicpainlifeafterservicestudies2016 AT thompsonjamesm clusteranalysisofcanadianarmedforcesveteranslivingwithchronicpainlifeafterservicestudies2016 AT sweetjill clusteranalysisofcanadianarmedforcesveteranslivingwithchronicpainlifeafterservicestudies2016 AT bussejasonw clusteranalysisofcanadianarmedforcesveteranslivingwithchronicpainlifeafterservicestudies2016 AT vantillinda clusteranalysisofcanadianarmedforcesveteranslivingwithchronicpainlifeafterservicestudies2016 |