The following manuscripts have been published or are currently in press. Listings are in chronological order, unless otherwise noted.
| Title | Publication | Date/Location |
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| Longitudinal Examination of the Influence of Individual Posttraumatic Stress Disorder Symptoms and Clusters of Symptoms on the Initiation of Cigarette Smoking | Journal of Addiction Medicine | Sep/Oct;12(5):363-372 |
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Seelig AD, Bensley KM, Williams EC, Armenta RF, Rivera AC, Peterson AV, Jacobson IG, Littman AJ, Maynard C, Bricker JB, Rull RP, Boyko EJ for the Millennium Cohort Study Team This study examined the risk for smoking initiation by each of the 17 PTSD symptoms that characterize the disorder. No significant associations between specific PTSD symptoms and subsequent smoking initiation were observed in this study population. Among the subsample who screened positive for PTSD, "feeling irritable or having angry outbursts" and "feeling as though your future will somehow be cut short" were associated with a higher risk of subsequent smoking initiation. |
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| Posttraumatic Stress Disorder Symptom Association With Subsequent Risky and Problem Drinking Initiation | Journal of Addiction Medicine | 2018 Sep/Oct;12(5):353-362 |
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Bensley KM, Seelig AD, Armenta RF, Rivera AC, Peterson AV, Jacobson IG, Littman AJ, Maynard C, Bricker JB, Boyko EJ, Rull RP, and Williams EC This study investigated the association between PTSD symptoms and symptom clusters and the initiation of risky and problem drinking. One PTSD symptom (irritability/anger) was associated with a higher risk of risky drinking initiation. Five PTSD symptoms (restricted affect, sense of foreshortened future, exaggerated startle response, sleep disturbance, and irritability/anger) and two symptom clusters (dysphoric arousal and emotional numbing) were associated with an increased risk of problem drinking initiation. |
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| Longitudinal Investigation of Military-Specific Factors Associated with Continued Unhealthy Alcohol Use Among a Large US Military Cohort | Journal of Addiction Medicine | 2020 Jul-Aug; 14(4): e53–e63 |
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Jacobson IG, Williams EC, Seelig AD, Littman AJ, Maynard CC, Bricker JB, Rull RR, Boyko EJ, for the Millennium Cohort Study Team This study examined military-specific risk factors for continued unhealthy alcohol use (e.g. heavy weekly, heavy episodic, and problem drinking) among service members screening positive on two consecutive surveys. Service members in the Reserve/Guard (compared with Active Duty) and those who separated from military service during follow-up (compared with those remaining on active service) had an elevated risk for continuing unhealthy drinking across all three dimensions of unhealthy alcohol use. |
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| Sexual Health Difficulties Among Service Women: The Influence of Posttraumatic Stress Disorder | Journal of Affective Disorders | 2021 Sep 1;292:678-686 |
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Kolaja CA, Schuyler AC, Armenta RF, Orman JA, Stander VA, LeardMann CA Sexual health of service women was found to be negatively impacted by recent combat deployment and sexual assault. Post-traumatic stress disorder(PTSD) mediated the associations of recent combat deployment and sexual assault with sexual health difficulties. Some military factors (i.e., service branch, component, paygrade) were associated with sexual health difficulties among service women. Findings indicate that effective treatment of PTSD may mitigate sexual health issues. |
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| Problematic Anger and Economic Difficulties: Findings from the Millennium Cohort Study | Journal of Affective Disorders | 2022 Jan 15;297:679-68 |
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Adler AB, LeardMann CA, Yun S, Jacobson IG, Forbes D; Millennium Cohort Study Team Of 95,895 participants, 17.4% screened positive for problematic anger. Problematic anger was significantly associated with involuntary job loss and financial problems, adjusting for demographics, military characteristics, disabling injury, and behavioral health factors. Among veterans, problematic anger was associated with unemployment and homelessness after adjustment for covariates. These findings suggest it may be useful for military leaders, veteran organizations, and policy makers to support the adjustment and financial health of military personnel and veterans by proactively addressing problematic anger. |
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| Identifying at-risk marines: A person-centered approach to adverse childhood experiences, mental health, and social support | Journal of Affective Disorders | 2023 Mar 15 | doi: 10.1016/j.jad.2023.01.020 |
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Reed-Fitzke K, LeardMann CA, Wojciak AS, Ferraro AJ, Hamilton A, Duncan JM, Rull RP In a sample of male Marines (n=3,881), five subgroups based on adverse childhood experiences were identified. One in five Marines reported moderate to elevated levels of childhood adversity. A history of varying types of childhood adversity characterized by parental absence was associated with greater PTSD and depression symptomology and lower levels of social support. When attempting to identify Marines most at-risk for mental health concerns, the identification of specific patterns of childhood adversity, particularly regarding parental absence, may be more valuable. |
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| A Comparison of the PRIME-MD PHQ-9 and PHQ-8 in a Large Military Prospective Study, The Millennium Cohort Study | Journal of Affective Disorders | May 2013; 148(1): 77-83 |
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Wells TS, Horton JL, LeardMann CA, Jacobson IG, and Boyko EJ The PHQ-9 is a validated tool for depression screening, however recently an abbreviated version (PHQ-8) is increasingly being used in survey research that excludes the last and most sensitive item. This study compared the performance of the PHQ-8 with the PHQ-9 in a large, population-based sample of current and former military service members. Excellent agreement was detected between the two instruments, suggesting that the PHQ-8 performs well when screening for depression in similar populations. |
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| Millennium Cohort: The 2001-2003 Baseline Prevalence of Mental Disorders in the US Military | Journal of Clinical Epidemiology | 2007 Feb;60(2):192-201 |
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Riddle JR, Smith TC, Smith B, Corbeil TE, Engel CC, Wells TS, Hoge CW, Adkins J, Zamorski M, Blazer D, for the Millennium Cohort Study Team The baseline prevalence of mental disorders in this 22-year longitudinal study compares favorably with other civilian and military populations. |
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| Millennium Cohort: Enrollment Begins a 21-year Contribution to Understanding the Impact of Military Service | Journal of Clinical Epidemiology | 2007 Feb;60(2):181-91 |
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Ryan MA, Smith TC, Smith B, Amoroso P, Boyko EJ, Gray GC, Gackstetter GD, Riddle JR, Wells TS, Gumbs G, Corbeil TE, Hooper TI, for the Millennium Cohort Study Team A foundation report, this describes original enrollment methods and challenges of the Millennium Cohort Study. Characteristics of the first 77,047 participants are detailed and shown to strongly represent the population-based sample of the US military from which they were drawn. |
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| Risk of Traumatic Brain Injury in Deployment and Nondeployment Settings Among Members of the Millennium Cohort Study | Journal of Head Trauma Rehabilitation | 2024 Jun 27. doi: 10.1097/HTR.0000000000000970. Online ahead of print. |
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Jannace KC, Pompeii L, de Porras DGR, Perkison WB, Yamal JM, Trone DW, Rull RP The risk of traumatic brain injury (TBI) was higher among service members in deployment settings compared to those in nondeployment settings. Risk reduction strategies and education are needed to reduce the occurrence of TBI based on deployment status and history. |
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