ABSTRACT
OBJECTIVE: To determine if and how cardiometabolic conditions (MetC) may be associated with posttraumatic stress disorder (PTSD) symptoms over time when controlling for the influence of potentially confounding variables. METHOD: Parallel process latent growth modeling was applied to self-reported longitudinal data collected from 35,788 World Trade Center 9/11 survivors to determine how the development and course of PTSD symptoms and MetC influence each other when controlling for age, sex, race/ethnicity, preexisting traumas, physical health problems, general psychological distress, smoking, and alcohol use. RESULTS: A unidirectional relationship was found in which the intercept of PTSD symptoms predicted the slope of MetC. Hyperarousal (ß = .172) and emotional numbing (ß = .171) PTSD symptoms demonstrated the strongest association with MetC changes over and above the effects of control variables and potential confounders. Post hoc analyses indicated that utilization of PTSD-related psychotherapy was associated with decreased early presentations of MetC following trauma, which may have vital implications for the integrated treatment of trauma-exposed individuals. CONCLUSIONS: Findings have strong theoretical and clinical implications for conceptualizing traumatic stress reactions as systemic processes and utilizing integrated treatment practices following psychological trauma. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
Subject(s)
Cardiovascular Diseases , Stress Disorders, Post-Traumatic , Humans , Stress Disorders, Post-Traumatic/psychology , Psychotherapy , Alcohol Drinking , Self Report , Cardiovascular Diseases/complicationsABSTRACT
Alternative models of traumatic stress and broader psychopathology have been proposed to address issues of heterogeneity, comorbidity, clinical utility, and equitable representation. However, systematic and practical methods and guidelines to organize and apply these models remain scarce. The Middle-Out Approach is a novel, integrative, contextually informed framework for organizing and applying existing empirical methods to evaluate current and alternative traumatic stress reactions. Rather than beginning to identify traumatic stress reactions from the top-down (i.e., disorder-first approach) or bottom-up (i.e., symptom-first approach), constructs are evaluated from the middle out (i.e., presentation-first approach), unconstrained by higher-order disorders or lower-order diagnostic symptoms. This approach provides innovation over previous methods at multiple levels, including the conceptualization of traumatic stress reactions as well as the type of assessments and data sources used and how they are used in statistical analyses. Conceptualizations prioritize the identification of middle-order phenotypes, representing person-centered clinical presentations, which are informed by the integration of multidimensional, transdiagnostic, and multimodal (e.g., psychosocial, physiological) assessments and/or data sources. Integrated data are then analyzed concurrently using person-centered statistical models to identify precise, discrete, and representative health outcomes within broader heterogeneous samples. Subsequent variable-centered analyses are then used to identify culturally sensitive and contextually informed correlates of phenotypes, their clinical utility, and the differential composition within and between broader traumatic stress reactions. Examples from the moral injury literature are used to illustrate practical applications that may increase clinical utility and the accurate representation of health outcomes for diverse individuals and communities.
ABSTRACT
OBJECTIVE: Home violence exposure (HVE) varies by type and frequency of exposure, which can lead to uncertainty when determining what is traumatic and what is not, particularly when assessing posttraumatic stress symptoms (PTSS) and disorder (PTSD). The current study examined whether specific types of HVE were associated with specific types of PTSS to help determine what experiences may rise to the level of trauma. METHOD: Participants included 988 racially and ethnically diverse college students (74.1% women). Two latent class analyses were performed, examining types of HVE and types of PTSS to determine how classifications of HVE were associated with classifications of PTSS. RESULTS: Four classifications of HVE were identified: high exposure (21.7%), vicarious exposure (28.9%), victimization (10.5%), and low exposure (38.9%). Four classifications of PTSS were also identified: high PTSS (20.9%), dysphoric arousal (17.4%), anxious arousal (21.3%), and low PTSS (40.4%). Even when considering other potentially traumatic events, participants with experiences of victimization were 2.55 times more likely than those with low exposure to meet criteria for PTSD. Victimization was uniquely associated with dysphoric arousal as well as all other PTSS. High exposure was associated with high PTSS and anxious arousal, with vicarious exposure associated only with anxious arousal. CONCLUSIONS: Findings provide unique evidence for the potentially traumatic effects of victimization in the home. Frequent and cumulative effects of HVE that do not meet DSM criteria for a potentially traumatic event may be associated with elevated PTSS, particularly symptoms of anxious and dysphoric arousal. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
Subject(s)
Exposure to Violence/psychology , Exposure to Violence/statistics & numerical data , Stress Disorders, Post-Traumatic/epidemiology , Stress Disorders, Post-Traumatic/psychology , Surveys and Questionnaires , Adolescent , Adult , Female , Humans , Latent Class Analysis , Male , Middle Aged , New England/epidemiology , Severity of Illness Index , Young AdultABSTRACT
We evaluated the presence of posttraumatic growth (PTG) among survivors of the 9/11 terrorist attack and how indicators of psychosocial well-being, direct 9/11-related exposure, and posttraumatic stress symptoms (PTSS) relate to PTG. PTG was examined among 4934 participants using the Posttraumatic Growth Inventory (PTGI). A confirmatory factor analysis (CFA) was conducted to determine if the original factor structure of the PTGI fits our data and principal component analysis (PCA) to identify the appropriate factor structure. Multivariable linear regression models were used to examine the association between PTG and indicators of psychosocial well-being, 9/11-related exposure, and PTSS, controlling for covariates. CFA identified a two-factor structure of the PTGI as a better fit than the original five-factor model. Participants who experienced very high 9/11-related exposure level (ß = 7.72; 95% CI: 5.75-9.70), higher PTSS at waves 1 (ß = 0.13; 95% CI: 0.08-0.18) and 2 (ß = 0.09; 95% CI: 0.05-0.14), high social integration (ß = 5.71; 95% CI: 4.47, 6.96), greater social support (ß = 0.49; 95% CI: 0.37, 0.61), and higher self-efficacy (ß = 1.26; 95% CI: 1.04, 1.48) had higher PTGI scores. Our findings suggest PTG is present, 15 years following the 9/11 terrorist attack. Very high-level 9/11 exposure, PTSS, and indicators of psychosocial well-being were associated with PTG.
Subject(s)
Adaptation, Psychological , Posttraumatic Growth, Psychological , September 11 Terrorist Attacks/psychology , Stress Disorders, Post-Traumatic/epidemiology , Survivors/psychology , Adult , Female , Humans , Life Change Events , Male , Middle Aged , Stress Disorders, Post-Traumatic/etiology , Stress Disorders, Post-Traumatic/psychology , Surveys and Questionnaires , United States/epidemiologyABSTRACT
There is a need for a clearer understanding of the factors associated with increased risk of aggression and violence (AV) among people with psychosis and other severe mental illness (SMI) to guide effective prevention and intervention. The current article (1) reviews the literature regarding psychosocial factors associated with AV among individuals with psychosis and other SMI who do not have longstanding antisocial behaviors, (2) proposes an integrative psychosocial model of AV that can be practically applied, and (3) proposes appropriate evidence-based clinical interventions to reduce AV and facilitate recovery. We propose that increased risk for AV among people with psychosis is driven by anger, which is affected by a range of factors including victimization and situational stressors, social rejection or experiences of discrimination, anxious arousal, and hostile attribution bias related to psychosis. The cumulative effect of these systems is exacerbated by co-occurring substance misuse and increased impulsivity, particularly negative urgency. In consideration of the current psychosocial model and existing evidence-based interventions for AV in individuals with psychosis, we propose that trauma-informed interventions that integrate skills training in emotion regulation, social and interpersonal situations, cognitive restructuring and remediation, and modified prolonged exposure may demonstrate the most promise for this population.
Subject(s)
Aggression/psychology , Antisocial Personality Disorder/psychology , Models, Psychological , Psychotic Disorders/psychology , Violence/psychology , Antisocial Personality Disorder/diagnosis , Antisocial Personality Disorder/therapy , Humans , Psychotic Disorders/diagnosis , Psychotic Disorders/therapy , Violence/trendsABSTRACT
There is a paucity of knowledge concerning the underlying symptomatology of heterogeneous posttraumatic stress symptom (PTSS) trajectories following mass trauma, such as a terrorist attack. This study examined longitudinal PTSS trajectories using latent growth mixture modeling in 2,355 World Trade Center (WTC) tower survivors surveyed by the WTC Health Registry an average of 2.5, 5.5, and 10.5 years after the September 11, 2001 terrorist attacks. Covariates included sociodemographic characteristics, WTC-related exposure, and other traumas/stressors. Four curvilinear PTSS trajectories were identified: low symptom (74.9%), recovering (8.0%), worsening (6.7%), and chronic (10.4%). The majority of WTC survivors (85.3%) maintained stable symptom trajectories over time, with PTSS changes occurring less often. Although WTC-related exposure was associated with initial PTSS severity, exposure was not associated with chronicity or change of PTSS over time. Male gender and a higher number of post-WTC disaster life-stressors were associated with worsening symptom severity over time. Individuals with more severe hyperarousal symptoms at Wave 1, particularly of anxious arousal, were more likely to have PTSS that worsened over time, adjusted odds ratio (aOR) = 1.55. Less severe emotional numbing symptoms, particularly of dysphoria, at Wave 1, were marginally significantly associated with subsequent PTSS recovery, aOR = 0.75. Interventions that target hyperarousal and emotional numbing symptoms may mitigate a worsening of symptoms and facilitate posttraumatic recovery following future mass traumas, such as terrorist attacks. Further clinical implications are discussed.
Spanish Abstracts by Asociación Chilena de Estrés Traumático (ACET) Trayectorias de estrés postraumático en sobrevivientes de la torre del World Trade Center: Hiperactivación y adormecimiento emocional predicen un cambio en los síntomas TRAYECTORIAS DE TEPT RELACIONADAS CON EL WORLD TRADE CENTER Existe una escasez de conocimientos sobre la sintomatología subyacente de las trayectorias heterogéneas de los síntomas de estrés postraumático (TEPT) después de un trauma masivo, como un ataque terrorista. Este estudio examinó las trayectorias longitudinales de TEPT utilizando modelos de mezcla de crecimiento latente en 2.355 sobrevivientes de las torres del World Trade Center (WTC), encuestados por el Registro de Salud de WTC con un promedio de 2.5, 5.5 y 10.5 años después de los ataques terroristas del 11 de septiembre de 2001. Las covariables incluyeron características sociodemográficas, exposición relacionada con el WTC y otros traumas/factores estresantes. Se identificaron cuatro trayectorias curvilíneas de TEPT: síntomas bajos (74.9%), recuperación (8,0%), empeoramiento (6,7%) y crónico (10,4%). La mayoría de los sobrevivientes del WTC (85.3%) mantuvieron trayectorias de síntomas estables a lo largo del tiempo, con cambios en TEPT que ocurren con menos frecuencia. Aunque la exposición relacionada con el WTC se asoció con la gravedad inicial del TEPT, la exposición no se asoció con la cronicidad o el cambio del TEPT a lo largo del tiempo. El género masculino y un mayor número de factores estresantes de vida después del WTC se asociaron con el empeoramiento de la gravedad de los síntomas con el tiempo. Las personas con síntomas de hiperactivación más severos en la primera evaluación (1), particularmente de agitación ansiosa, tenían más probabilidades de tener TEPT, el cual empeoró a través del tiempo, la razón de probabilidades ajustada (aOR) = 1.55. Los síntomas de adormecimiento emocional menos severos, particularmente de disforia, en la primera evaluación (1), se asociaron marginalmente de manera significativa con la recuperación subsecuente de TEPT, aOR = 0.75. Las intervenciones dirigidas a los síntomas de hipersensibilidad y adormecimiento emocional pueden mitigar el empeoramiento de los síntomas y facilitar la recuperación postraumática después de futuros traumas masivos, como los ataques terroristas. Se discuten las implicaciones clínicas.
Subject(s)
Disease Progression , September 11 Terrorist Attacks/psychology , Stress Disorders, Post-Traumatic/psychology , Survivors/psychology , Adult , Checklist , Female , Humans , Longitudinal Studies , Male , Middle Aged , Psychological Trauma/classification , Psychological Trauma/psychology , Registries , Severity of Illness Index , Time FactorsABSTRACT
OBJECTIVE: Following the World Trade Center (WTC) terrorist attack in New York City, prevalence rates of posttraumatic stress disorder (PTSD) and depression remain elevated. Although social support and self-efficacy have been associated with PTSD, little is known about their differential effect on PTSD and depressive comorbidity. METHOD: WTC tower survivors (n = 1,304) were assessed at Wave 1 (2003-2004), Wave 2 (2006-2007), Wave 3 (2011-2012), and Wave 4 (2015-2016). RESULTS: At Wave 4, 13.0% of participants had probable PTSD, a decrease from 16.5% at Wave 1. In addition, 4.1% (54) were identified as having PTSD alone, 6.8% (89) had depression alone, and 8.9% (116) had comorbid PTSD and depression. Of those with PTSD, 68.2% also had comorbid depression. WTC tower survivors with PTSD and comorbid depression reported greater PTSD symptom severity and were more likely to have had greater exposure to the events of 9/11 (adjusted odds ratio [aOR] = 1.14) and lower self-efficacy (aOR = 0.85) than those with depression alone. Less perceived social support predicted only depression and not PTSD, whereas less perceived self-efficacy equally predicted having PTSD or depression (aOR = 0.76). CONCLUSIONS: Findings indicate that self-efficacy may be more important to the severity and chronicity of PTSD symptoms than social support. Multivariate comparisons suggest that PTSD with comorbid depression is a presentation of trauma-dependent psychopathologies, as opposed to depression alone following trauma, which was independent of trauma exposure and may be secondary to the traumatic event and posttraumatic response. Implications for assessment and treatment are discussed. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
Subject(s)
Depression/epidemiology , Self Efficacy , Social Support , Stress Disorders, Post-Traumatic/epidemiology , Survivors/psychology , Terrorism/psychology , Adult , Cohort Studies , Comorbidity , Depression/etiology , Depression/psychology , Exposure to Violence/psychology , Female , Humans , Male , Middle Aged , New York City , Stress Disorders, Post-Traumatic/etiology , Stress Disorders, Post-Traumatic/psychology , Time FactorsABSTRACT
Ten to eleven years after the September 11, 2001 terrorist attacks, probable posttraumatic stress disorder (PTSD) was evaluated in 1,755 World Trade Center (WTC) evacuees based on data from the WTC Health Registry. Characteristics of men and women were compared and factors associated with PTSD symptom severity were examined using the PTSD Checklist (PCL). Compared with men (n = 1,015, 57.8%), women (n = 740, 42.2%) were younger and of lower socioeconomic status. Ten to eleven years after September 11, 2001, 13.7% of men and 24.1% of women met criteria for PTSD. Results indicated that when considered with all other variables (i.e., demographic, socioeconomic and social resources, exposure to the attacks, life events), gender was not a significant predictor of PTSD symptom severity. Being younger on September 11, 2001, unemployed, less educated, and/or having higher exposure to the attacks, unmet mental health care needs, and less social support predicted higher PCL scores for both genders (ßs = .077 to .239). Demographic characteristics and socioeconomic resources (ΔR2 = .113) accounted for the largest amount of variance in PCL scores over and above exposure/evacuation, mental healthcare needs, and social support variables (ΔR2 = .093 to .102). When trends of unmet mental healthcare needs were analyzed, the most prevalent response for men was that they preferred to manage their own symptoms (15.1%), whereas the most prevalent response for women was that they could not afford to pay for mental health care (14.7%). Although the prevalence of probable PTSD in women tower survivors was approximately twice as high as it was for men, this is attributable largely to demographic and socioeconomic resource factors and not gender alone. Implications for treatment and interventions are discussed.
Subject(s)
September 11 Terrorist Attacks/psychology , Sex Factors , Stress Disorders, Post-Traumatic/psychology , Survivors/psychology , Adult , Age Factors , Checklist , Cohort Studies , Female , Humans , Male , Middle Aged , New York City/epidemiology , Patient Acceptance of Health Care/psychology , Prevalence , Registries , Risk Factors , September 11 Terrorist Attacks/statistics & numerical data , Severity of Illness Index , Socioeconomic Factors , Stress Disorders, Post-Traumatic/epidemiologyABSTRACT
BACKGROUND: This study investigated the validity of self-reported concentration and memory problems (CMP) in residents environmentally exposed to manganese (Mn). METHOD: Self-report of CMP from a health questionnaire (HQ) and the Symptom Checklist-90-Revised (SCL-90-R) was compared to neuropsychological assessment (Trails A&B; Digit Span; Digit Symbol; Similarities; Auditory Consonant Trigrams, ACT; NAB Memory; Rey-Osterrieth, Rey-O, Delayed). Participants included 146 residents from Ohio exposed to air-Mn, with a modeled average concentration of 0.55 µg m-3 (range = 0.01-4.58). RESULTS: Residents were primarily White (94.5%), aged 30-64 years (M = 51.24), with a minimum of 10 years of residence (range = 10-64). Ninety-four (65.3%) participants reported concentration problems, and 107 residents (73.3%) reported memory problems. More participants endorsed CMP on the SCL-90-R than on the HQ. The prevalence of self-reported CMP was higher for women than for men (88.4% vs. 68.3%). Point-biserial and Pearson's correlations between self-reported CMP and neuropsychological test scores were nonsignificant and weak for both the HQ (rpb = -.20 to rpb = .04) and the SCL-90-R (r = -.12 to r = .007). Greater levels of depression, anxiety, and female sex predicted having more self-reported CMP on both the HQ and the SCL-90-R. Air-Mn and blood-Mn were not associated with self-reported CMP. Residential distance from the Mn source accounted for a small proportion of variance (sr2 = .04), although depression remained the largest predictor (sr2 = .21). CONCLUSION: These results indicate that self-report of CMP in Mn-exposed residents appear to be invalid when compared to neuropsychological test scores. The participants' misperception of having CMP is associated with less education and higher levels of depression. Neuropsychological assessment is recommended to attain valid results.
Subject(s)
Cognitive Dysfunction/chemically induced , Diagnostic Self Evaluation , Manganese Poisoning/complications , Memory Disorders/chemically induced , Neuropsychological Tests , Self Report/standards , Adult , Cognitive Dysfunction/diagnosis , Female , Humans , Male , Memory Disorders/diagnosis , Middle Aged , Reproducibility of ResultsABSTRACT
This report describes the use of medications as a proxy when medical record reviews are unavailable, to study the health effects of residents environmentally exposed to air-manganese (n = 185) compared to unexposed residents (n = 90). Participants' current medication lists and medication questionnaire responses were collected in clinical interviews and categorized into 13 domains. Exposed participants reported fewer hours of sleep than controls (6.6 vs. 7.0). The exposed used significantly more medications than unexposed participants (82.2 % vs. 67.8 %) and, when adjusting for age, education, and personal income, also for pain (aOR = 2.40) and hypothyroidism (aOR = 7.03). Exposed participants with higher air-Mn concentrations, monitored for 10 years by the U.S. Environmental Protection Agency, were 1.5 times more likely to take pain medications. The exposed participants take significantly more medications than unexposed participants in the categories of hypothyroidism, pain, supplements, and total medications.
Subject(s)
Air Pollutants/analysis , Drug Utilization/statistics & numerical data , Environmental Exposure , Manganese/analysis , Adult , Aged , Environmental Monitoring , Female , Humans , Male , Middle Aged , Models, Theoretical , Nonprescription Drugs , Ohio , Plant Preparations , Prescription Drugs , Rural Population , Surveys and QuestionnairesABSTRACT
BACKGROUND: After the 9/11/2001 World Trade Center (WTC) attack, many police-responders developed PTSD and might be vulnerable to develop depression and/or anxiety. Comorbidity of PTSD, depression, and/or anxiety is examined. METHOD: Police enrollees (N = 1,884) from the WTC Health Registry were categorized into four groups based on comorbidity of PTSD, depression, and anxiety. DSM-IV diagnostic criteria for PTSD were used. Depression (PHQ-8) and anxiety (GAD-7) were assessed with standardized psychometric inventories. Multinomial logistic regression was used to identify putative risk factors associated with comorbidity of PTSD. RESULTS: Of 243 (12.9% of total) police with probable PTSD, 21.8% had probable PTSD without comorbidity, 24.7% had depression, 5.8% had anxiety, and 47.7% had comorbid depression and anxiety. Risk factors for comorbid PTSD, depression, and anxiety include being Hispanic, decrease in income, experiencing physical injury on 9/11, experiencing stressful/traumatic events since 9/11, and being unemployed/retired. CONCLUSION: Nearly half of police with probable PTSD had comorbid depression and anxiety. Am. J. Ind. Med. 59:425-436, 2016. © 2016 Wiley Periodicals, Inc.
Subject(s)
Anxiety/epidemiology , Depression/epidemiology , Police/psychology , September 11 Terrorist Attacks , Stress Disorders, Post-Traumatic/epidemiology , Adult , Comorbidity , Emergency Responders/psychology , Female , Follow-Up Studies , Hispanic or Latino/psychology , Humans , Logistic Models , Male , Mental Health , New York City/epidemiology , Psychometrics , Risk Factors , Self Report , Survivors/psychology , Unemployment/psychologyABSTRACT
Manganese (Mn), an essential element, can be neurotoxic in high doses. This cross-sectional study explored the cognitive function of adults residing in two towns (Marietta and East Liverpool, Ohio, USA) identified as having high levels of environmental airborne Mn from industrial sources. Air-Mn site surface emissions method modeling for total suspended particulate (TSP) ranged from 0.03 to 1.61 µg/m(3) in Marietta and 0.01-6.32 µg/m(3) in East Liverpool. A comprehensive screening test battery of cognitive function, including the domains of abstract thinking, attention/concentration, executive function and memory was administered. The mean age of the participants was 56 years (±10.8 years). Participants were mostly female (59.1) and primarily white (94.6%). Significant relationships (p<0.05) were found between Mn exposure and performance on working and visuospatial memory (e.g., Rey-O Immediate ß=-0.19, Rey-O Delayed ß=-0.16) and verbal skills (e.g., Similarities ß=-0.19). Using extensive cognitive testing and computer modeling of 10-plus years of measured air monitoring data, this study suggests that long-term environmental exposure to high levels of air-Mn, the exposure metric of this paper, may result in mild deficits of cognitive function in adult populations.