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1.
J Trauma Stress ; 37(3): 460-470, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38424733

ABSTRACT

The current study investigated the associations among probable posttraumatic stress disorder (PTSD), recent Veterans Health Administration (VHA) health care use, and care-seeking for PTSD in U.S. military veterans. Analyses were conducted among 19,691 active duty military personnel enrolled in the Millennium Cohort Study who separated from the military between 2000 and 2012 and were weighted to the 1,130,103 active duty personnel who separated across this time period. VHA utilization was identified from electronic medical records in the year before survey completion, and PTSD care-seeking and PTSD symptoms were assessed through self-report on the 2014-2016 survey; thus, the observation period regarding care-seeking and VHA use encompassed 2013-2016. Veterans with probable PTSD were more likely to use VHA services than those without probable PTSD, aOR = 1.12, 95% CI [1.01, 1.24], although the strongest association with recent VHA use was a depression diagnosis, aOR = 2.47, 95% CI [2.26, 2.70]. Among veterans with probable PTSD, the strongest predictor of care-seeking was recent VHA use compared to community care, aOR = 4.01, 95% CI [3.40, 4.74); reporting a diagnosis of depression was the second strongest predictor of PTSD care-seeking, OR = 2.99, 95% CI [2.53, 3.54]. However, the absolute number of veterans with probable PTSD who were not seeking care was approximately equivalent between veterans using VHA services and those not using VHA services. Additionally, certain groups were identified as being at risk of not seeking care, namely Air Force veterans and veterans with high physical and mental functioning despite substantial PTSD symptoms.


Subject(s)
Patient Acceptance of Health Care , Stress Disorders, Post-Traumatic , United States Department of Veterans Affairs , Veterans , Humans , Stress Disorders, Post-Traumatic/therapy , Stress Disorders, Post-Traumatic/epidemiology , United States/epidemiology , Veterans/psychology , Veterans/statistics & numerical data , Male , Female , Adult , Patient Acceptance of Health Care/statistics & numerical data , United States Department of Veterans Affairs/statistics & numerical data , Middle Aged , Veterans Health Services/statistics & numerical data , Young Adult , Cohort Studies , Depression/epidemiology , Depression/therapy
2.
Depress Anxiety ; 39(4): 334-343, 2022 04.
Article in English | MEDLINE | ID: mdl-35343604

ABSTRACT

BACKGROUND: The transition from military to civilian life is a dramatic change that is often stressful for veterans. However, little is known regarding how mental health symptoms fluctuate in the period leading up to and following separation from the military. METHODS: The current study examined posttraumatic stress disorder and depression symptoms reported on surveys completed within 1 year of military separation from 23,887 active duty Millennium Cohort Study participants. A series of general linear models and graphs stratified by demographic and military characteristics examined the association between time until/since separation and mental health symptoms. RESULTS: Character of discharge had the most striking relationship between time until/since separation and mental health. Personnel with Honorable discharges did not differ in their level of mental health symptoms across the study period. In contrast, personnel with Other than Honorable/General discharges reported normal levels of mental health symptoms 1 year-prior to separation but reported progressively greater symptoms leading to separation which persisted through the remainder of study period. CONCLUSIONS: This study suggests that additional outreach is needed for personnel with Other than Honorable/General discharges. However, for most other personnel, increased mental health symptomatology around military separation is not a normative phenomenon and any instance should be treated promptly.


Subject(s)
Military Personnel , Stress Disorders, Post-Traumatic , Veterans , Cohort Studies , Humans , Mental Health , Military Personnel/psychology , Stress Disorders, Post-Traumatic/psychology , Veterans/psychology
3.
BMC Med Res Methodol ; 21(1): 5, 2021 01 06.
Article in English | MEDLINE | ID: mdl-33407168

ABSTRACT

BACKGROUND: Questionnaires used in longitudinal studies may have questions added or removed over time for numerous reasons. Data missing completely at a follow-up survey is a unique issue for longitudinal studies. While such excluded questions lack information at one follow-up survey, they are collected at other follow-up surveys, and covariances observed at other follow-up surveys may allow for the recovery of the missing data. This study utilized data from a large longitudinal cohort study to assess the efficiency and feasibility of using multiple imputation (MI) to recover this type of information. METHODS: Millennium Cohort Study participants completed the 9-item Patient Health Questionnaire (PHQ) depression module at 2 time points (2004, 2007). The suicidal ideation item in the module was set to missing for the 2007 assessment. Several single-level MI models using different sets of predictors and forms of suicidal ideation were used to compare self-reported values and imputed values for this item in 2007. Additionally, associations with sleep duration and smoking status, which are related constructs, were compared between self-reported and imputed values of suicidal ideation. RESULTS: Among 63,028 participants eligible for imputation analysis, 4.05% reported suicidal ideation on the 2007 survey. The imputation models successfully identified suicidal ideation, with a sensitivity ranging between 34 and 66% and a positive predictive value between 36 and 42%. Specificity remained above 96% and negative predictive value above 97% for all imputed models. Similar associations were found for all imputation models on related constructs, though the dichotomous suicidal ideation imputed from the model using only PHQ depression items yielded estimates that were closest with the self-reported associations for all adjusted analyses. CONCLUSIONS: Although sensitivity and positive predictive value were relatively low, applying MI techniques allowed for inclusion of an otherwise missing variable. Additionally, correlations with related constructs were estimated near self-reported values. Therefore, the other 8 depression items can be used to estimate suicidal ideation that was completely missing from a survey using MI. However, these imputed values should not be used to estimate population prevalence.


Subject(s)
Depression , Suicidal Ideation , Cohort Studies , Depression/diagnosis , Depression/epidemiology , Humans , Longitudinal Studies , Surveys and Questionnaires
4.
Anthrozoos ; 34(5): 671-684, 2021.
Article in English | MEDLINE | ID: mdl-34776606

ABSTRACT

The purpose of this study was to explore the differences in anxiety and depressive symptoms between older adult pet owners and non-pet owners after accounting for various correlates. Research findings on the anxiety-relieving and antidepressant effects of late-life pet ownership are mixed and limited. This may be due in part to various characteristics that impact the likelihood of owning a pet. Propensity score matching was used to pair 169 pet owners with 169 non-pet owners aged 70 to 91 years who participated in the University of Alabama at Birmingham Study of Aging. One set of propensity scores was created using age, sex, race, rurality, marital status, and income, as well as self-reported health, difficulty with activities of daily living, and difficulty with instrumental activities of daily living. A second set of scores was created using age, sex, race, rurality, marital status, and income. Multiple linear regression analyses were then used to explore the relation between pet ownership status and anxiety or depressive symptoms, controlling for the other symptoms. Pet ownership was significantly associated with lower self-reported anxiety symptoms (Ɵ = -0.14) but not depressive symptoms (Ɵ = -0.03) in the data matched without health variables. When propensity score matching included health variables, pet ownership was related to neither symptoms of anxiety (Ɵ = -0.08) nor depression (Ɵ = 0.05). These results suggest that owning a pet in later life is related to fewer anxiety symptoms, over and above the impact of depressive symptoms, even after accounting for various demographic and economic covariates. However, general and functional health appear to be critical to this relation, but the direction of this relation could not be determined from our analyses (i.e., it is not clear whether the relation between pet ownership and anxiety symptoms is confounded by, mediates, or is mediated by health). This study is the first large-scale analysis to find a significant relation between pet ownership and fewer anxiety symptoms in older adults.

5.
BMC Psychiatry ; 19(1): 396, 2019 12 13.
Article in English | MEDLINE | ID: mdl-31836015

ABSTRACT

BACKGROUND: Posttraumatic stress disorder (PTSD) often co-occurs with other psychiatric disorders, particularly major depressive disorder (MDD). The current study examined longitudinal trajectories of PTSD and MDD symptoms among service members and veterans with comorbid PTSD/MDD. METHODS: Eligible participants (n = 1704) for the Millennium Cohort Study included those who screened positive at baseline for both PTSD (PTSD Checklist-Civilian Version) and MDD (Patient Health Questionnaire). Between 2001 and 2016, participants completed a baseline assessment and up to 4 follow-up assessments approximately every 3 years. Mixture modeling simultaneously determined trajectories of comorbid PTSD and MDD symptoms. Multinomial regression determined factors associated with latent class membership. RESULTS: Four distinct classes (chronic, relapse, gradual recovery, and rapid recovery) described symptom trajectories of PTSD/MDD. Membership in the chronic class was associated with older age, service branch, deployment with combat, anxiety, physical assault, disabling injury/illness, bodily pain, high levels of somatic symptoms, and less social support. CONCLUSIONS: Comorbid PTSD/MDD symptoms tend to move in tandem, and, although the largest class remitted symptoms, almost 25% of participants reported chronic comorbid symptoms across all time points. Results highlight the need to assess comorbid conditions in the context of PTSD. Future research should further evaluate the chronicity of comorbid symptoms over time.


Subject(s)
Depressive Disorder, Major/psychology , Military Personnel/psychology , Stress Disorders, Post-Traumatic/psychology , Veterans/psychology , Adult , Aged , Cohort Studies , Comorbidity , Depressive Disorder, Major/epidemiology , Female , Humans , Longitudinal Studies , Male , Middle Aged , Stress Disorders, Post-Traumatic/epidemiology , United States/epidemiology
6.
J Trauma Stress ; 31(2): 296-306, 2018 04.
Article in English | MEDLINE | ID: mdl-29603393

ABSTRACT

Research has shown combat exposure to be associated with negative mental health outcomes. Different combat exposure measures are not composed of the same combat experiences, and few combat exposure measures have been directly compared to another measure. Furthermore, research about the unique associations between specific combat experiences and mental health is lacking. We investigated associations between new-onset posttraumatic stress disorder (PTSD), new-onset depression, and alcohol-related problems and two commonly used measures of combat among a sample of 20,719 recently deployed U.S. military personnel. A 13-item measure assessed both direct and indirect combat exposures, and a 5-item measure assessed only indirect exposures. Both combat measures were associated with all outcomes in the same direction (e.g., PTSD, odds ratio [OR] = 2.97 vs. 4.01; depression, OR = 2.03 vs. 2.42; alcohol-related problems, OR = 1.41 vs. 1.62, respectively, for the 5- and 13-item measures). The 13-item measure had a stronger association with some outcomes, particularly PTSD. Each specific item had significant bivariate associations with all outcomes, ORs = 1.43-4.92. After adjusting for other combat exposures, items assessing witnessing abuse, feeling in danger, and knowing someone injured or killed remained associated with all outcomes, ORs = 1.18-2.72. After this adjustment, several items had unexpected protective associations with some mental health outcomes. Results indicated these two combat exposure measures were approximately equally effective for determining risk for negative mental health outcomes in a deployed population, despite having different content. Additional research is needed to replicate and understand how specific combat exposures affect health.


Subject(s)
Alcoholism/epidemiology , Depression/epidemiology , Military Personnel/statistics & numerical data , Stress Disorders, Post-Traumatic/epidemiology , Surveys and Questionnaires , War Exposure , Adult , Factor Analysis, Statistical , Female , Humans , Male , Military Personnel/psychology , Odds Ratio , Risk Assessment/methods , United States/epidemiology
7.
Am J Epidemiol ; 186(12): 1310-1318, 2017 Dec 15.
Article in English | MEDLINE | ID: mdl-29036483

ABSTRACT

Posttraumatic stress disorder (PTSD) is a common psychiatric disorder among service members and veterans. The clinical course of PTSD varies between individuals, and patterns of symptom development have yet to be clearly delineated. Previous studies have been limited by convenience sampling, short follow-up periods, and the inability to account for combat-related trauma. To determine the trajectories of PTSD symptoms among deployed military personnel with and without combat exposure, we used data from a population-based representative sample of 8,178 US service members who participated in the Millennium Cohort Study from 2001 to 2011. Using latent growth mixture modeling, trajectories of PTSD symptoms were determined in the total sample, as well as in individuals with and without combat exposure, respectively. Overall, 4 trajectories of PTSD were characterized: resilient, pre-existing, new-onset, and moderate stable. Across all trajectories, combat-deployed service members diverged from non-combat-deployed service members, even after a single deployment. The former also generally had higher PTSD symptoms. Based on the models, nearly 90% of those without combat exposure remained resilient over the 10-year period, compared with 80% of those with combat exposure. Findings demonstrate that although the clinical course of PTSD symptoms shows heterogeneous patterns of development, combat exposure is uniformly associated with poor mental health.


Subject(s)
Combat Disorders/epidemiology , Military Personnel/psychology , Stress Disorders, Post-Traumatic/epidemiology , Veterans/psychology , Adult , Afghan Campaign 2001- , Combat Disorders/psychology , Female , Health Behavior , Humans , Iraq War, 2003-2011 , Longitudinal Studies , Male , Prospective Studies , Psychiatric Status Rating Scales , Resilience, Psychological , Risk Factors , Socioeconomic Factors , Stress Disorders, Post-Traumatic/psychology , United States/epidemiology
8.
BMC Med Res Methodol ; 17(1): 69, 2017 04 20.
Article in English | MEDLINE | ID: mdl-28427350

ABSTRACT

BACKGROUND: Posttraumatic growth is the positive change resulting from traumatic experiences and is typically assessed with retrospective measures like the Posttraumatic Growth Inventory (PTGI). The PTGI was designed to include reference to a specific traumatic event, making it difficult to implement, without change, in prospective survey studies. Thus, a modified Posttraumatic Growth Inventory-Short Form (PTGI-SF) was included in a large prospective study of current and former U.S. military personnel. The current study provides preliminary psychometric data for this modified measure and its ability to assess psychological well-being at a single time point. METHODS: The study population (N = 135,843) was randomly and equally split into exploratory and confirmatory samples that were proportionately balanced on trauma criterion. Exploratory factor analysis and confirmatory factor analysis (CFA) were performed to assess the psychometric validity of the modified measure. The final model was also assessed in a subset of the confirmatory sample with a history of trauma using CFA. RESULTS: Results supported a single-factor model with two additional correlations between items assessing spirituality and items assessing compassion/appreciation for others. This model also fits among the subset with a history of trauma. The resulting measure was strongly associated with social support and personal mastery. CONCLUSIONS: The modified PTGI-SF in this study captures psychological well-being in cross-sectional assessments, in addition to being able to measure posttraumatic growth with multiple assessments. Results indicate that the modified measure is represented by a single factor, but that items assessing spirituality and compassion/appreciation for others may be used alone to better capture these constructs.


Subject(s)
Military Personnel/psychology , Psychometrics/methods , Quality of Life/psychology , Stress Disorders, Post-Traumatic/psychology , Adult , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Prospective Studies , Surveys and Questionnaires , United States
9.
Aging Ment Health ; 20(7): 736-42, 2016 07.
Article in English | MEDLINE | ID: mdl-25909628

ABSTRACT

OBJECTIVES: We investigated (1) age of onset of hoarding disorder (HD) symptoms and diagnosis, (2) late-onset HD, (3) progression of HD symptoms, and (4) association between demographics and hoarding progression. METHOD: Eighty-two older adults with HD provided retrospective ratings of their hoarding symptoms for each decade of life. Age of onset of symptoms (saving, difficulty discarding, and clutter) was operationalized as the first decade in which the participant reported at least minor symptom severity, and age of onset for possible HD diagnosis was operationalized as the first decade in which the participant reported all three symptoms. We used mixed effects modeling to examine the progression of HD symptoms. RESULTS: The median age of onset for symptoms was between 10 and 20 years, and the median age of onset for possible HD diagnosis was between 20 and 30 years. Twenty-three percent of participants reported onset of possible HD diagnosis after the age of 40. All HD symptoms increased in severity over time. Men reported higher initial clutter and a slower increase in hoarding severity for all symptoms. Increased education was associated with slower increase in saving. Having at least one parent with hoarding tendencies was associated with higher initial hoarding symptoms. CONCLUSION: Generally, symptoms of HD begin relatively early and worsen across the lifespan. However, approximately one fourth of older adults with HD reported a possible onset after the age of 40.


Subject(s)
Hoarding Disorder/diagnosis , Hoarding/diagnosis , Adult , Age of Onset , Aged , Disease Progression , Female , Hoarding/epidemiology , Hoarding/psychology , Hoarding Disorder/epidemiology , Hoarding Disorder/psychology , Humans , Male , Middle Aged , Prevalence , Psychiatric Status Rating Scales , Retrospective Studies , Severity of Illness Index
10.
Int J Geriatr Psychiatry ; 29(7): 741-6, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24343998

ABSTRACT

OBJECTIVE: Late-life hoarding is a serious psychiatric condition with significant implications in health and functioning. Geriatric hoarding patients show greater impairment in activities of daily living and have a greater number of medical conditions compared with same-aged nonhoarders. This study examined the relationship between geriatric hoarding severity and functional disability severity. METHODS: Sixty-five subjects age 60 or older with hoarding disorder (HD) participated in the current study. Participants were assessed with measures of hoarding severity, psychiatric symptoms, and general disability. Hierarchical regression was used to test the unique association of hoarding symptoms with functional disability beyond the effects of demographic factors, anxiety, and depression. RESULTS: When controlling for demographics (age and gender) and psychiatric symptoms (anxiety and depression), hoarding severity predicts functional disability severity. Analyses also show that clinician-administered measures of hoarding are stronger predictors of disability than patient self-report measures. CONCLUSIONS: When treating older adults with HD, clinicians must consider symptom impact on daily life. A multidisciplinary team must be utilized to address the wide-ranging consequences of hoarding symptoms. Future work should examine how psychiatric treatment of HD affects functional disability.


Subject(s)
Activities of Daily Living , Hoarding Disorder/psychology , Age Factors , Aged , California , Disability Evaluation , Female , Geriatric Assessment/methods , Humans , Male , Middle Aged , Predictive Value of Tests , Psychiatric Status Rating Scales , Regression Analysis , Severity of Illness Index , Sex Factors
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