Depression symptoms and health functioning were most strongly linked to other factors in networks of mental health and functional challenges among U.S. military veterans, suggesting that interventions targeting depression alongside health-promoting behaviors may have greatest potential to disrupt these networks.
Key Findings
Results
Depression symptoms were most central to the network of associations among mental health and functioning domains in U.S. military veterans.
Study used data from The Veterans Metrics Initiative (TVMI) with N=2150 U.S. military veterans.
Network analyses were conducted examining four mental health domains (depression, PTSD, anxiety, and suicidal ideation) and four functional domains (health, social, vocational, and financial).
Depression showed the strongest linkages to other factors across the full network of mental health and functioning associations.
Similar central role of depression was observed for both those with minimal and elevated symptom levels.
Results
Health functioning was most strongly linked to other factors in the network of functional challenges experienced by military veterans.
Health functioning was identified as a central node alongside depression symptoms in the combined network of mental health and functioning domains.
The network analyses examined health, social, vocational, and financial functioning domains.
Consistent associations for health functioning were observed across subgroups with minimal versus elevated symptom levels.
Authors suggest efforts to increase engagement in health-promoting behaviors may have significant potential to disrupt these networks.
Results
Network analyses revealed consistent patterns of centrality regardless of overall symptom burden level.
Separate analyses were conducted for participants with minimal versus elevated symptom levels.
Similar central roles for depression and health functioning were identified in both subgroups.
This consistency suggests these factors are robustly central rather than artifacts of symptom severity.
The sample included N=2150 U.S. military veterans from the TVMI study.
Background
Trauma exposure is widespread and knowledge regarding which symptoms are most central to maintaining poor mental health and functioning has been limited prior to this study.
The paper identifies a gap in existing research regarding which symptoms and domains of functioning are most central in maintaining poor mental health.
The study examined multiple co-occurring challenges including depression, PTSD, anxiety, suicidal ideation, and health, social, vocational, and financial functioning.
The veteran population was selected given high rates of trauma exposure and associated mental health challenges.
Network analysis was employed as the methodological approach to identify central factors rather than examining domains in isolation.
Conclusions
The authors conclude that interventions targeting depression and health-promoting behaviors may have the greatest potential to disrupt posttrauma networks in military veterans.
Findings are described as suggesting interventions targeting depression 'alongside efforts to increase engagement in health-promoting behaviors, may have greatest potential to disrupt these networks.'
Authors note future research is needed 'to confirm the causal impact that these factors have on other aspects of mental health and functioning.'
Authors also call for evaluation of 'whether interventions that target these factors can improve the mental health and well-being of military veterans and other trauma-exposed populations.'
Generalizability is implied to extend beyond veterans to 'other trauma-exposed populations.'
Vogt D, Kumar S, Caine E, Gamble S, Karras E, Borowski S. (2026). Disrupting posttrauma networks: Identifying candidate intervention targets to improve military veterans' mental health and well-being.. Journal of anxiety disorders. https://doi.org/10.1016/j.janxdis.2026.103113