Publications

The following manuscripts have been published or are currently in press. Listings are in chronological order, unless otherwise noted.

Research Publication 2
Title Publication Date/Location
The Impact of Prior Deployment Experience on Civilian Employment After Military Service Occupational and Environmental Medicine 2013; 70: 408-417

Horton JL, Jacobson IG, Wong CA, Wells TS, Boyko EJ, Smith B, Ryan MA, and Smith TC

Employment after military service, in particular after stressful deployment experiences, is a concern for many veterans and policymakers. Among this large cohort of veterans, we found that prior deployment and PTSD were not significantly associated with job status post-service; in contrast, depression, panic/anxiety disorder, and poor physical health increased the risk of unemployment among certain groups. These findings may guide policy for veterans most in need of post-military employment support.

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The Millennium Cohort Study: The First 20 Years of Research Dedicated to Understanding the Long-Term Health of US Service Members and Veterans Annals of Epidemiology 2022 Mar;67:61-72

Belding JN, Castañeda SF, Jacobson IG, LeardMann CA, Porter B, Powell TM, Kolaja CA, Seelig AD, Matsuno RK, Carey FR, Rivera AC, Trone DW, Sheppard B, Walstrom J, Boyko EJ, Rull RP, For The Millennium Cohort Study Team

In commemoration of the 20th anniversary of the Millennium Cohort Study, this paper provides a summary of the study design, key findings, and future directions. Published findings are summarized and categorized into 3 core areas (psychological health, physical health, and health-related behaviors) and several crosscutting areas culminating in more than 120 publications to date. The Study will continue to foster stakeholder relationships such that research findings inform and guide policy initiatives and health promotion efforts.

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The Millennium Cohort Study: A 21-Year Prospective Cohort Study of 140,000 Military Personnel Military Medicine 2002 Jun;167(6):483-8.

Gray GC, Chesbrough KB, Ryan MAK, Amoroso P, Boyko EJ, Gackstetter GD, Hooper TI, Riddle JR, for the Millennium Cohort Study Group

The origins and development of the Millennium Cohort Study are described. The largest prospective study in military history was established to answer the most difficult questions about long-term health after military service.

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The Millennium Cohort Study: Answering Long-Term Health Concerns of US Military Service Members by Integrating Longitudinal Survey Data with Military Health System Records Military Health Care From predeployment to post-separation 1st ed. New York, NY: Routledge;2013: 55-77

Crum-Cianflone N

In: Amara J, Hendricks A, eds

This textbook chapter provides a detailed summary of the first decade of the Millennium Cohort Study. The chapter includes an overview of the study methodology and key publications including a review of foundational papers and epidemiologic studies examining the associations of military service experiences with mental, behavioral, and physical health outcomes.

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The Occupational Role of Women in Military Service: Validation of Occupation and Prevalence of Exposures in the Millennium Cohort Study International Journal of Environmental Health Research 2007 Aug;17(4):271-84

Smith TC, Jacobson IG, Smith B, Hooper TI, Ryan MAK, for the Millennium Cohort Study Team

Data on women's occupations are reliable, and occupational codes can be well correlated with exposures of concern. This was an award-winning presentation at a Navy conference in 2006.

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The Physical and Mental Health of a Large Military Cohort: Baseline Functional Health Status of the Millennium Cohort BMC Public Health 2007 Nov;7(147):340

Smith TC, Zamorski M, Smith B, Riddle JR, LeardMann CA, Wells TS, Engel CC, Hoge CW, Adkins J, Blazer D, for the Millennium Cohort Study Team

The functional health of service members in this 22-year longitudinal study compares favorably at baseline with other civilian and military populations.

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The relative impact of injury and deployment on mental and physical quality of life among military service members PLoS One 2022 Sep 29 | doi: 10.1371/journal.pone.0274973

Kolaja CA, Castañeda SF, Woodruff SI, Rull RP, Armenta RF

Deployment and injury status was associated with poorer mental and physical quality of life (QOL) with clinically significant decreases in physical QOL observed for those who deployed and were injured, either in battle or nonbattle settings, compared with uninjured deployers.

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The Role of Posttraumatic Stress Symptoms and Negative Affect in Predicting Substantiated Intimate Partner Violence Incidents Among Military Personnel Military Behavioral Health 2021;9(4):442–462

Stander, VA, Woodall KA, Richardson SM, Thomsen CJ, Milner JS, McCarroll JE, Riggs DS, Cozza SJ, for the Millennium Cohort Study Team

Increasing rates of posttraumatic stress disorder (PTSD) in military populations may indicate heightened risk for aggression, including aggression among domestic partners. Using longitudinal data from the Millennium Cohort Study, we evaluated the association of PTSD symptom clusters and comorbid conditions as predictors of incidents of met criteria incidents of domestic abuse (physical and psychological) from DoD Family Advocacy Program (FAP) Central Registry data. Among 54,667 active-duty personnel who responded to the 2011 survey, FAP records documented 501 participants (1%) with incidents of emotional or physical met criteria incidents of aggression in the data collection period. Results showed that certain aspects of PTSD and behavioral health problems predicted incidents. In particular, general PTSD symptoms (e.g., anger/irritability, sleep disruption) and comorbid alcohol dependence were stronger predictors than trauma-specific PTSD symptomology (e.g., reexperiencing, hypervigilance). These results indicate that clinicians should consider the interpersonal consequences of PTSD and related behavioral problems.

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The US Department of Defense Millennium Cohort Study: Career Span and Beyond Longitudinal Follow-Up Journal of Occupational and Environmental Medicine 2009 Oct;51(10):1193-1201

Smith TS, for the Millennium Cohort Study Team

Describes the Millennium Cohort Study, a large longitudinal occupational health study designed and initiated prior to the combat deployments in Iraq and Afghanistan specifically to assess any short or long-term health outcomes during and after military service and career.

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Three-Item Dimensions of Anger Reactions Scale JAMA Network Open 2024 Feb 5 | doi: 10.1001/jamanetworkopen.2023.54741

Forbes D, LeardMann CA, Lawrence-Wood E, Villalobos J, Madden K, Gutierrez IA, Cowlishaw S, Baur J, Adler AB

Given the prevalence of problematic anger and its association with adverse outcomes, it is vital to develop a very brief measure that can be easily included in research and clinical contexts. Using data from two large military samples with current and former service members in Australia and the US, this study reported on a newly developed 3-item Dimensions of Anger Reactions (DAR-3) scale. The DAR-3 assesses anger intensity, frequency, and duration. Results were consistent across the samples in terms of the scale’s reliability, validity, and cut-off score. The DAR-3 has practical utility for military and veteran populations.

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