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

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

Read the full article
Report a problem with this article

Related articles

  • More for Researchers

    The impact of exposure to morally injurious events on posttraumatic stress symptoms among Israeli combat Veterans: a longitudinal moderated mediation model of moral injury outcomes and dispositional forgiveness

    Abstract: Background: Exposure to potentially morally injurious events (PMIEs) during military service can lead to moral injury (MI) outcomes and posttraumatic stress symptoms (PTSS). This longitudinal study examined the relationships between PMIE exposure, MI outcomes, and PTSS among Israeli combat veterans, and the potential protective role of dispositional forgiveness in these associations. Method: Participants were 169 Israeli combat veterans who participated in a six-year longitudinal study with four measurement points (T1: 12 months before enlistment, T2: Six months following enlistment- pre-deployment, T3: 18 months following enlistment- post-deployment, and T4: 28 months following discharge). Participants’ characteristics were assessed via semi-structured interviews (T1) and validated self-report measures (T2-T4) between 2019-2024. Results: Approximately 36% of participants reported exposure to PMIEs during service, with 13% exceeding the clinical threshold for probable PTSD at T4. PMIE-Betrayal at T3 was positively associated with MI outcomes of shame and trust violation at T4. The indirect effect of PMIEs on PTSS through MI outcome-Shame depended on forgiveness levels. Among veterans with low forgiveness, higher exposure to PMIE-Betrayal was associated with increased MI shame, which was linked to more severe PTSS. Conversely, for those with high forgiveness, exposure to PMIE-Self and Other was associated with decreased MI shame and subsequently reduced PTSS. Conclusion: Dispositional forgiveness moderates the relationship between PMIE exposure and MI outcomes, particularly shame, which mediates the development of PTSS. These findings highlight forgiveness as a potential target for intervention in treating moral injury and preventing PTSS among combat veterans.

    Mental Health Peer reviewed