Cluster analysis of Canadian Armed Forces veterans living with chronic pain: Life After Service Studies 2016.

Julian Reyes Velez, James M Thompson, Jill Sweet, Jason W Busse, Linda VanTil
{"title":"Cluster analysis of Canadian Armed Forces veterans living with chronic pain: Life After Service Studies 2016.","authors":"Julian Reyes Velez,&nbsp;James M Thompson,&nbsp;Jill Sweet,&nbsp;Jason W Busse,&nbsp;Linda VanTil","doi":"10.1080/24740527.2021.1898278","DOIUrl":null,"url":null,"abstract":"<p><p><b>Objective</b>: This study explored the heterogeneity of Canadian Armed Forces veterans living with chronic pain to inform service needs planning and research using cluster analysis. <b>Design</b>: We used a national cross-sectional Statistics Canada population survey. <b>Participants</b>: Participants included 2754 Canadian Armed Forces (CAF) Regular Force veterans released from service between 1998 and 2015 and surveyed in 2016. <b>Methods</b>: 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. <b>Results</b>: 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. <b>Conclusions</b>: 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.</p>","PeriodicalId":53214,"journal":{"name":"Canadian Journal of Pain-Revue Canadienne de la Douleur","volume":"5 1","pages":"81-95"},"PeriodicalIF":2.0000,"publicationDate":"2021-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/24740527.2021.1898278","citationCount":"10","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Canadian Journal of Pain-Revue Canadienne de la Douleur","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/24740527.2021.1898278","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 10

Abstract

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.

Abstract Image

Abstract Image

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
加拿大武装部队退伍军人慢性疼痛的聚类分析:退役后生活研究2016。
目的:利用聚类分析方法探讨加拿大武装部队退伍军人慢性疼痛的异质性,为服务需求规划和研究提供依据。设计:我们采用了加拿大统计局的全国横断面人口调查。参与者:参与者包括1998年至2015年间退役的2754名加拿大武装部队(CAF)正规军退伍军人,并于2016年接受调查。方法:对慢性疼痛退伍军人进行疼痛严重程度、心理健康和活动限制特征的聚类分析。我们比较了社会人口统计学、健康和服务利用特征的集群。结果:2754名退伍军人中,1126名(41%)报告慢性疼痛。第一类退伍军人(47%)很少有严重的疼痛(2%)或严重的精神健康问题(8%),没有人有严重的活动限制。第二组的退伍军人(26%)比第一组的退伍军人更多,但比第三组的退伍军人更少承认严重的疼痛(27%)和严重的精神健康问题(22%),并且最有可能报告严重的活动限制(91%)。第三类退伍军人(27%)最有可能报告严重疼痛(36%)和严重精神健康问题(96%),大多数报告严重活动限制(72%)。有证据表明,在社会经济特征、疼痛特征、身心健康状况、活动限制、社会融合和服务利用指标方面,个体之间存在相当大的异质性。结论:大约一半患有慢性疼痛的加拿大退伍军人很少有严重的疼痛或严重的精神健康问题,没有严重的活动限制。另一半则有更复杂的特征。CAF退伍军人慢性疼痛的异质性强调了对支持系统的需求,可以解决需求的可变性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
3.70
自引率
12.50%
发文量
36
期刊最新文献
Prospective Preference Assessment for the Psilocybin for Enhanced Analgesia in Chronic nEuropathic PAIN (PEACE-PAIN) Trial. Assessing Quality of Referrals to a Community-Based Chronic Pain Clinic. The Influence of Loneliness on Pain Outcomes for Adolescents: A Cross-Sectional Survey. Chronic pain experiences of immigrant Indian women in Canada: A photovoice exploration. [Enhancing Chronic Pain Management: Exploring the Essential Contribution of Primary Care Nurses].
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1