Peritraumatic and trait dissociation differentiate police officers with resilient versus symptomatic trajectories of posttraumatic stress symptoms

Research has consistently demonstrated that stress reactions to potentially traumatic events do not represent a unified phenomenon. Instead, individuals tend to cluster into prototypical response patterns over time including chronic symptoms, recovery, and resilience. We examined heterogeneity in a posttraumatic stress disorder (PTSD) symptom course in a sample of 178 active-duty police officers following exposure to a life-threatening event using latent growth mixture modeling (LGMM). This analysis revealed 3 discrete PTSD symptom trajectories: resilient (88%), distressed-improving (10%), and distressed-worsening (2%). We further examined whether trait and peritraumatic dissociation distinguished these symptom trajectories. Findings indicate that trait and peritraumatic dissociation differentiated the resilient from the distressed-improving trajectory (trait, p < .05; peritraumatic, p < .001), but only peritraumatic dissociation differentiated the resilient from the distressed-worsening trajectory (p < .001). It is essential to explore heterogeneity in symptom course and its predictors among active-duty police officers, a repeatedly exposed group. These findings suggest that police officers may be a highly resilient group overall. Furthermore, though there is abundant evidence that dissociation has a positive linear relationship with PTSD symptoms, this study demonstrates that degree of dissociation can distinguish between resilient and symptomatic groups of individuals.     

PTSD Symptom Trajectories in Disaster Volunteers: The Role of Self‐Efficacy,Social Acknowledgement,and Tasks Carried Out

Millions of volunteers respond after disasters, with a 24% to 46% risk of developing posttraumatic stress disorder (PTSD). It is unclear which symptom trajectories develop and how they differ between core (volunteering before the disaster) and noncore volunteers (joining after the disaster) and which factors predict trajectories. Symptoms of PTSD were assessed at 6‐, 12‐, and 18‐months postearthquake in 449 volunteers in Indonesia. Demographics, previous mental health service use, self‐efficacy, social acknowledgment, and type of tasks were assessed at 6 months. In both core and noncore volunteers, 2 PTSD symptom trajectories emerged: a resilient trajectory (moderate levels of symptoms with a slow decrease over time; 90.9%) and a chronic trajectory (higher levels of symptoms with an increase over time; 9.1%). In both trajectories, core volunteers had fewer symptoms than noncore volunteers. Core volunteers in the chronic trajectory were characterized by having sought prior mental help, reported lower levels of self‐efficacy and social acknowledgment, and were more likely to have provided psychosocial support to beneficiaries (Cramér's V = .17 to .27, partial η² = .02 to .06). Aid organizations should identify and follow up chronic PTSD trajectories in volunteers, including the noncore, who may be out of sight to the organization after the acute response phase.     

Posttraumatic Stress Symptoms and Associated Comorbidity During the COVID-19 Pandemic in Ireland: A Population-Based Study

The prevalence of posttraumatic stress disorder (PTSD) as it relates to individuals’ experiences of the COVID-19 pandemic has yet to be determined. This study was conducted to determine rates of COVID-19–related PTSD in the Irish general population, the level of comorbidity with depression and anxiety, and the sociodemographic risk factors associated with COVID-19–related PTSD. A nationally representative sample of adults from the general population of the Republic of Ireland (N = 1,041) completed self-report measures of all study variables. The rate of COVID-19–related PTSD was 17.7% (n = 184), 95% CI [15.35%, 19.99%], and there was a high level of comorbidity with generalized anxiety (49.5%) and depression (53.8%). Meeting the diagnostic requirement for COVID-19–related PTSD was associated with younger age, male sex, living in a city, living with children, moderate and high perceived risk of COVID-19 infection, and screening positive for anxiety or depression. Posttraumatic stress symptoms related to the COVID-19 pandemic are common in the general population. Our results show that health professionals responsible for responding to the COVID-19 pandemic should expect to routinely encounter symptoms and concerns related to posttraumatic stress.     

Mental Health Over Time in a Military Sample: The Impact of Alcohol Use Disorder on Trajectories of Psychopathology After Deployment

To identify trajectories of depression and posttraumatic stress (PTS) symptom groups after deployment and determine the effect of alcohol use disorder on these trajectories, depression symptoms were modeled using the 9‐item Patient Health Questionnaire in 727 Ohio National Guard members, and PTS symptoms were modeled using the PTSD Checklist in 472 Ohio National Guard members. There were 55.8% who were resistant to depression symptoms across the 4 years of study, and 41.5% who were resistant to PTS symptoms. There were 18.7% and 42.2% of participants who showed resilience (experiencing slightly elevated symptoms followed by a decline, according to Bonanno et al., 2002) to depression and PTS symptoms, respectively. Mild and chronic dysfunction constituted the smallest trajectory groups across disorders. Marital status, deployment to an area of conflict, and number of lifetime stressors were associated with membership into different latent groups for depression (unstandardized β estimates range = 0.69 to 1.37). Deployment to an area of conflict, number of lifetime traumatic events and education predicted membership into different latent groups for PTS (significant unstandardized β estimate range = 0.83 to 3.17). AUD was associated with an increase in both symptom outcomes (significant unstandardized β estimate range = 0.20 to 9.45). These results suggested that alcohol use disorder may have contributed substantially to trajectories of psychopathology in this population.     

Contribution of risk and resilience factors to anxiety trajectories during the early stages of the COVID-19 pandemic: A longitudinal study

The COVID-19 pandemic, and the response of governments to mitigate the pandemic's spread, resulted in exceptional circumstances that comprised a major global stressor, with broad implications for mental health. We aimed to delineate anxiety trajectories over three time-points in the first 6 months of the pandemic and identify baseline risk and resilience factors that predicted anxiety trajectories. Within weeks of the pandemic onset, we established a website ( covid19resilience.org ), and enrolled 1362 participants (n = 1064 from US; n = 222 from Israel) who provided longitudinal data between April–September 2020. We used latent growth mixture modelling to identify anxiety trajectories and ran multivariate regression models to compare characteristics between trajectory classes. A four-class model best fit the data, including a resilient trajectory (stable low anxiety) the most common (n = 961, 75.08%), and chronic anxiety (n = 149, 11.64%), recovery (n = 96, 7.50%) and delayed anxiety (n = 74, 5.78%) trajectories. Resilient participants were older, not living alone, with higher income, more education, and reported fewer COVID-19 worries and better sleep quality. Higher resilience factors' scores, specifically greater emotion regulation and lower conflict relationships, also uniquely distinguished the resilient trajectory. Results are consistent with the pre-pandemic resilience literature suggesting that most individuals show stable mental health in the face of stressful events. Findings can inform preventative interventions for improved mental health.     

Predictors of PTSD Symptom Change Among Outpatients in the U.S. Department of Veterans Affairs Health Care System

Although the U.S. Department of Veterans Affairs (VA) has prioritized care for posttraumatic stress disorder (PTSD), many patients with PTSD remain symptomatic. Patterns of PTSD symptom change are not well understood. Thus, the current study was designed to categorize and investigate potential predictors of symptom trajectories in patients with PTSD. The sample comprised 2,237 VA patients who were diagnosed with PTSD in 2013 and completed at least 4 PTSD Checklist (PCL) assessments over 12 weeks. Latent trajectory analysis was used to identify latent classes of patients based on PCL scores. Based on model fit indices, 3 trajectories were identified. Compared to patients in the mild‐improving trajectory (21.9%), those in the severe‐stable trajectory (34.3%) were more likely to be male, relative risk ratio (RRR) = 1.48, 95% CI [1.08, 2.02]; non‐White, RRR = 1.77, 95% CI [1.33, 2.35]; Hispanic, RRR = 2.07, 95% CI [1.40, 3.04]; and have comorbid depression, RRR = 1.58, 95% CI [1.25, 1.99]. Compared to patients in the moderate‐improving trajectory (43.8%), those in the severe‐stable trajectory were more likely to have sleep disorders, RRR = 1.25, 95% CI [1.01, 1.55]. Our findings suggest that male veterans, minority veterans, and veterans with certain comorbid conditions may be less likely to achieve improved PTSD symptoms. Targeted efforts are needed to improve outcomes for PTSD patients on nonremitting trajectories and to improve the consistency of PTSD assessment across the VA health care system.     

Depression during the COVID-19 pandemic among people living with HIV: Are low HIV/AIDS stigma and high perceived emotional support protective resources?

This study has two objectives: first, to examine changes in depressive symptoms among people living with HIV (PLWH) during the COVID-19 pandemic and, second, to verify the role of HIV/AIDS stigma and perceived emotional support (PES) in the heterogeneity of these changes. The participants were 392 people with a medical diagnosis of HIV who have undergone antiretroviral therapy. Depression was measured at three time points with 6-month intervals using the Centre for Epidemiological Studies Depression Scale (CES-D). PES was evaluated with the Berlin Social Support Scales, and HIV/AIDS-related stigma was assessed with the Berger HIV Stigma Scale. Latent growth class modelling identified four trajectories of depression over the study period: three stable (very high, high, and very low) and one increasing. Both the very high and high stable trajectories had baseline values above the CES-D cut-off point for depression, suggesting that 57.6% of the sample was likely to be diagnosed with depression. After controlling for sociodemographic and clinical variables, stigma and PES were found to be significant covariates of the obtained trajectories; however, they did not protect against an increase in depression symptoms. There was no overall increase in depression symptoms among the PLWH participants during the pandemic, but this change in depression symptoms was heterogeneous. We observed the potential development of depression in initially well-functioning individuals despite their personal resources differing only slightly from those who remained resilient.     

Trauma Exposure,Posttraumatic Stress Disorder Symptoms Trajectory,and Disability Level Among Hospitalized Injury Survivors in Kenya

Potentially traumatic events (PTEs) have been consistently associated with posttraumatic stress disorder (PTSD). However, the extent of association and attribution to subsequent disability has varied, with limited studies conducted in urban low‐income contexts. This longitudinal study estimated the trajectory of PTSD symptoms up to 7 months after hospitalization and the associated disability level among adult patients who had been hospitalized due to injury. Adult injury patients (N = 476) admitted to Kenyatta National Hospital in Nairobi, Kenya, were interviewed in person in the hospital, and via phone at 1, 2–3, and 4–7 months after hospital discharge. Using latent growth curve modeling, two trajectories of PTSD symptoms emerged: (a) persistently elevated PTSD symptoms (9.2%), and (b) low PTSD symptoms (90.8%). Number of PTEs experienced remained moderately associated with the elevated trajectory after controlling for in‐hospital depressive symptoms. Having previously witnessed killings or serious injuries, AOR = 2.32, 95% CI [1.07, 5.05]; being female, AOR = 4.74, 95% CI [4.53, 4.96]; elevated depressive symptoms during hospitalization, AOR = 2.96, 95% CI [1.28, 6.83]; and having no household savings/assets, AOR = 1.28, 95% CI [1.13, 1.44], were associated with the elevated PTSD symptoms trajectory class after controlling for other risk factors. Latent membership in the elevated PTSD trajectory was associated with a significantly higher level of disability several months after hospital discharge, p < .001, after controlling for injury and demographic characteristics. These results underline the associations among in‐hospital depressive symptoms, witnessing atrocities, and poverty, and an elevated PTSD symptoms trajectory.     

The Impact of Family Separation and Worry About Family on Psychological Adjustment in Refugees Resettled in Australia

Few reliable predictors of postarrival psychological adjustment have been identified with regard to refugees once they arrive in their host country. We investigated the association between family separation and psychological symptoms in refugees resettled in Australia from 2013 to 2016. Participants were 1,495 adult refugees (M = 38.9 years, SD = 12.7) who participated in the Building a New Life in Australia population-based study across 4 years. Participants were assessed for psychological distress and posttraumatic stress symptoms (PTSS) using the Kessler Psychological Distress Scale (K6) and Posttraumatic Stress Disorder–8 (PTSD-8), respectively. We used latent class growth analysis (LCGA) to identify latent longitudinal trajectories and binary logistic regression to assess the contribution of family predictor variables toward PTSD-8 and K6 symptom trajectory class membership. The LCGA supported a four-class solution for PTSS, categorized as improving PTSS (18.4%), persistently high PTSS (11.5%), resilient PTSS (57.3%), and deteriorating PTSS (12.6%). For the K6, LCGA supported a four-class solution comprising classes categorized as persistently high psychological distress (PD; 7.0%), improving PD (17.3%), resilient PD (61.1%), and deteriorating PD (14.6%). Separation from family members did not independently predict the course of psychological symptoms; however, worry about family and friends contributed to the persistence of high PTSD-8 scores, OR = 1.75, and deteriorating K6 scores, OR = 1.57. The current findings suggest persistently high or worsening psychological symptom trajectories during the postsettlement phase may be marked by worry about family and friends, in addition to older age and female gender, rather than separation alone.     

Trajectory of self-rated health after combat-related injury

BackgroundThe U.S. military conflicts in Iraq and Afghanistan yielded the most combat casualties since Vietnam. With more service members than ever surviving their wounds, prospective research on factors related to long-term, patient-reported outcomes, including self-rated health (SRH), has increased importance. This study's objective was to use preinjury and postinjury SRH measures to identify trajectories and predictors of SRH after combat-related injury.MethodsThe Wounded Warrior Recovery Project was queried for U.S. military personnel with combat-related injuries from Iraq or Afghanistan between 2004 and 2011. A single-item measure was used to assess SRH once prior to injury and twice after injury, and responses included excellent, very good, good, fair, or poor. Only those with good or better preinjury SRH levels were included. SRH trajectories were identified and defined. Multinomial logistic regression examined the association between injury-specific characteristics, post-traumatic stress disorder (PTSD), and SRH trajectory.ResultsThe study sample included 1,093 military personnel. Overall, 4 SRH trajectories were identified: (1) 56.7% resilient (preinjury SRH level was maintained throughout follow-up), (2) 9.4% recovered (SRH declined on first postinjury measure then returned to preinjury level), (3) 22.9% delayed (SRH declined only on second postinjury measure), and (4) 11.0% chronic (SRH declined on first postinjury measure and did not return to preinjury level). In multinomial logistic regression and relative to the resilient group, screening PTSD positive, serious-severe injury severity, and lower extremity injury predicted membership in the recovered and chronic groups, whereas back injury predicted membership in the chronic group only.ConclusionThis is the first study to examine long-term SRH trajectory following combat-related injury, finding that a majority of military personnel remain at their preinjury health levels of good or better. Decreases in postinjury SRH were associated with physical and psychological factors, which reinforces the need for a multidisciplinary approach to care.     

Natural Course of Co‐Occurring PTSD and Alcohol Use Disorder Among Recent Combat Veterans

Posttraumatic stress disorder (PTSD) and alcohol use disorder (AUD) commonly co‐occur in veterans, yet little is known about the longitudinal course of PTSD and drinking in comorbid populations. This study assessed the natural course of daily alcohol consumption and weekly changes in PTSD symptoms in 112 recent combat veterans over the course of 11 months. Latent class growth mixture modeling was used to classify individuals into distinct classes with similar PTSD symptom and alcohol use growth trajectories. We then investigated theorized predictors of class membership including sociodemographics; pre‐, peri‐, and postdeployment factors; coping; symptom severity; and number of mental health/substance use appointments attended. Results revealed that most participants had severe and nonremitting PTSD. Trajectories for alcohol use included gradual and drastic declines, and chronic low‐level drinking. The use of behavioral health services (odds ratio = 2.47) and fewer current stressors (odds ratio = 0.42) predicted AUD remission. Because little variation was observed in the PTSD course, our study did not observe coordinated fluctuations of PTSD symptoms and heavy drinking. Our findings suggest that treatment impacts the course of AUD and that recent combat veterans who do not seek PTSD treatment may have chronic and severe PTSD symptoms.     

How Prevalent Is Resilience Following Sexual Assault?: Comment on Steenkamp et al. (2012)

Steenkamp, Dickstein, Salters‐Pedneault, Hofmann, and Litz (2012) analyzed latent trajectories of posttraumatic stress disorder (PTSD) symptoms on data obtained in the early months following a single‐incident sexual assault. In contrast to previous studies of potentially traumatic events, they did not observe a trajectory of minimal symptoms or resilience, which they argued occurred because sexual assault involves more severe and direct trauma exposure than examined in previous studies. Although sexual assault is an aversive and challenging event, it seems highly unlikely that at least some sexual assault survivors would not be resilient. Steenkamp et al.'s failure to observe resilience can easily be explained on purely methodological grounds. Most notably, their findings were probably heavily influenced by sampling bias. Additionally, their sample size was too small and had too much missing data for the kinds of latent trajectory modeling they attempted.     

Associations among psychosis,mood, anxiety,and posttraumatic stress symptoms: A network analysis

The associations among psychotic experiences (i.e., hallucinations and delusions), trauma exposure, and posttraumatic stress symptoms are complex and multidirectional. Using network analysis to understand how psychotic experiences and symptoms of posttraumatic stress disorder (PTSD) relate to one another may identify new interventional targets to treat comorbidity and its underlying pathological processes. This study aimed to use network analysis to examine the associations among psychotic experiences; negative symptoms of psychosis; and symptoms of PTSD, anxiety, and depression. In this population-based cohort study, 4,472 participants (36.7% male) were assessed for psychotic experiences, negative symptoms of psychosis, PTSD, anxiety, and depression at age 23 (M = 23.86 years, SD = 0.520) or 24 years (M = 24.03, SD = 0.848). Associations among symptoms were assessed via network analysis. Exploratory graph analysis identified three clusters of densely connected symptoms within the overall network: psychotic experiences; PTSD symptoms; and depressive and anxiety symptoms and negative symptoms of psychosis. Psychotic experiences had the strongest associations with other symptoms in the network, and symptoms of anxiety played a key role in bridging psychotic experiences, symptoms of PTSD, and depressive symptoms. Consistent with the stress reactivity and affective models for psychotic experiences, the results suggest that symptoms of anxiety and emotional distress (e.g., hyperarousal, panic) may have a key role in the development and maintenance of psychotic experiences and symptoms of PTSD. Targeting these symptoms may ameliorate symptom burden transdiagnostically.     

Posttraumatic Stress Disorder in U.S. Military Primary Care: Trajectories and Predictors of One‐Year Prognosis

We examined the longitudinal course of primary care patients in the active duty Army with posttraumatic stress disorder (PTSD) and identified prognostic indicators of PTSD severity. Data were drawn from a 6‐site randomized trial of collaborative primary care for PTSD and dpression in the military. Subjects were 474 soldiers with PTSD (scores ≥ 50 on the PTSD Checklist ‐Civilian Version). Four assessments were completed at U.S. Army installations: baseline, and follow‐ups at 3 months (92.8% response rate [RR]), 6 months (90.1% RR), and 12 months (87.1% RR). Combat exposure and 7 validated indicators of baseline clinical status (alcohol misuse, depression, pain, somatic symptoms, low mental health functioning, low physical health functioning, mild traumatic brain injury) were used to predict PTSD symptom severity on the Posttraumatic Diagnostic Scale (Cronbach's α = .87, .92, .95, .95, at assessments 1–4, respectively). Growth mixture modeling identified 2 PTSD symptom trajectories: subjects reporting persistent symptoms (Persisters, 81.9%, n = 388), and subjects reporting improved symptoms (Improvers 18.1%, n = 86). Logistic regression modeling examined baseline predictors of symptom trajectories, adjusting for demographics, installation, and treatment condition. Subjects who reported moderate combat exposure, adjusted odds ratio (OR) = 0.44, 95% CI [0.20, 0.98], or who reported high exposure, OR = 0.39, 95% CI [0.17, 0.87], were less likely to be Improvers. Other baseline clinical problems were not related to symptom trajectories. Findings suggested that most military primary care patients with PTSD experience persistent symptoms, highlighting the importance of improving the effectiveness of their care. Most indicators of clinical status offered little prognostic information beyond the brief assessment of combat exposure.     

Resilience and Posttraumatic Stress Disorder Symptoms in National Guard Soldiers Deployed to Iraq: A Prospective Study of Latent Class Trajectories and Their Predictors

This study examined the prospective course of posttraumatic stress disorder (PTSD) symptoms in a cohort of National Guard soldiers (N = 522) deployed to combat operations in Iraq. Participants were assessed 4 times: 1 month before deployment, 2–3 months after returning from deployment, 1 year later, and 2 years postdeployment. Growth mixture modeling revealed 3 distinct trajectories: low‐stable symptoms, resilient, 76.4%; new‐onset symptoms, 14.2%; and chronic distress, 9.4%. Relative to the resilient class, membership in both the new‐onset symptoms and chronic distress trajectory classes was predicted by negative emotionality/neuroticism, odds ratios (OR s) = 1.09, 95% CI [1.02, 1.17], and OR = 1.22, 95% CI [1.09,1.35], respectively; and combat exposure, OR = 1.07, 95% CI [1.02, 1.12], and OR = 1.12, 95% CI [1.02, 1.24], respectively. Membership in the new‐onset trajectory class was predicted by predeployment military preparedness, OR = 0.95, 95% CI [0.91, 0.98], perceived threat during deployment, OR = 1.07, 95% CI [1.03, 1.10], and stressful life events following deployment, OR = 1.44, 95% CI [1.05, 1.96]. Prior deployment to Iraq or Afghanistan, OR = 3.85, 95% CI [1.72, 8.69], predeployment depression, OR = 1.27, 95% CI [1.20, 1.36], and predeployment concerns about a deployment's impact on civilian/family life, OR = 1.09, 95% CI [1.02, 1.16], distinguished the chronic distress group relative to the resilient group. Identifying predeployment vulnerability and postdeployment contextual factors provides insight for future efforts to bolster resilience, prevent, and treat posttraumatic symptoms.     

The Sequential Relation Between Changes in Catastrophizing and Changes in Posttraumatic Stress Disorder Symptom Severity

Catastrophizing has been discussed as a cognitive precursor to the emergence of posttraumatic stress disorder (PTSD) symptoms following the experience of stressful events. Implicit in cognitive models of PTSD is that treatment-related reductions in catastrophizing should yield reductions in PTSD symptoms. The tenability of this prediction has yet to be tested. The present study investigated the sequential relation between changes in a specific form of catastrophizing—symptom catastrophizing—and changes in PTSD symptom severity in a sample of 73 work-disabled individuals enrolled in a 10-week behavioral activation intervention. Measures of symptom catastrophizing and PTSD symptom severity were completed at pre-, mid-, and posttreatment assessment points. Cross-sectional analyses of pretreatment data revealed that symptom catastrophizing accounted for significant variance in PTSD symptom severity, β = .40, p < .001, sr = .28 (medium effect size), even when controlling for known correlates of symptom catastrophizing, such as pain and depression. Significant reductions in symptom catastrophizing and PTSD symptoms were observed during treatment, with large effect sizes, ds = 1.42 and 0.94, respectively, ps < .001. Cross-lagged analyses revealed that early change in symptom catastrophizing predicted later change in PTSD symptoms; early changes in PTSD symptom severity did not predict later change in symptom catastrophizing. These findings are consistent with the conceptual models that posit a causal relation between catastrophizing and PTSD symptom severity. The clinical implications of the findings are discussed.     

A Network Approach to Studying the Associations Between Posttraumatic Stress Disorder Symptoms and Dissociative Experiences

In recent years, there has been a growing recognition of a dissociative subtype of posttraumatic stress disorder (D-PTSD), characterized by experiences of depersonalization (DP) and derealization (DR), among individuals with PTSD. Little is known, however, about how experiences of DP and/or DR are associated with the experience of other PTSD symptoms. The central aim of the present paper was to explore the associations among DP, DR, and other PTSD symptoms by means of a network analysis of cross-sectional data for 557 participants whose overall self-reported PTSD symptom severity warranted a probable PTSD diagnosis. Three notable findings emerged: (a) a strong association between DP and DR, (b) the identification of DP as the most central symptom in the network, and (c) the discovery that clusters of symptoms in the network were roughly consistent with DSM-5 PTSD criteria. We discuss these findings in light of some considerations, including the nature of our sample and the limits of interpreting cross-sectional network models.     

The Course of PTSD Symptoms Among Gulf War Veterans: A Growth Mixture Modeling Approach

Relatively little is known about the course of PTSD symptoms over time following trauma exposure. Accordingly, this study utilized a specialized structural equation modeling approach, growth mixture modeling, to examine the trajectory of PTSD symptoms across three time points in a sample of Gulf War veterans (n at Time 1 = 2,949, n at Time 2 = 2,313, and n at Time 3 = 1,327). Results were most consistent with a two-group model suggesting that the course of PTSD symptoms following the Gulf War was best characterized by two distinct growth curves: (1) low levels of PTSD symptoms with little increase over time and (2) higher levels of initial symptoms with a significant increase over time. Thus, it appears that response to Gulf War experiences is not homogeneous, and that a subset of individuals may experience relatively more PTSD symptoms over time. In addition, men, Whites, those reporting more education, and those reporting less combat exposure had a significantly higher probability of being classified into the less symptomatic group.     

Trajectories of PTSD Among Lower Manhattan Residents and Area Workers Following the 2001 World Trade Center Disaster, 2003–2012

Group‐based trajectory modeling was used to explore empirical trajectories of symptoms of posttraumatic stress disorder (PTSD) among 17,062 adult area residents/workers (nonrescue/recovery workers) enrolled in the World Trade Center (WTC) Health Registry using 3 administrations of the PTSD Checklist (PCL) over 9 years of observation. Six trajectories described PTSD over time: low‐stable (48.9%), moderate‐stable (28.3%), moderate‐increasing (8.2%), high‐stable (6.0%), high‐decreasing (6.6 %), and very high‐stable (2.0%). To examine factors associated with improving or worsening PTSD symptoms, groups with similar intercepts, but different trajectories were compared using bivariate analyses and logistic regression. The adjusted odds of being in the moderate‐increasing relative to the moderate‐stable group were significantly greater among enrollees reporting low social integration (OR = 2.18), WTC exposures (range = 1.34 to 1.53), job loss related to the September 11, 2001 disaster (OR = 1.41), or unmet mental health need/treatment (OR = 4.37). The odds of being in the high‐stable relative to the high‐decreasing group were significantly greater among enrollees reporting low social integration (OR = 2.23), WTC exposures (range = 1.39 to 1.45), or unmet mental health need/treatment (OR = 3.42). The influence of severe exposures, scarce personal/financial resources, and treatment barriers on PTSD trajectories suggest a need for early and ongoing PTSD screening postdisaster.     

Bushfire impact on youth

The authors examined the association between disaster‐related traumatic experiences and posttraumatic stress disorder (PTSD) symptoms in 155 youth, aged 8–18 years, from the Lower Eyre Peninsula of South Australia who were affected by January 2005 bushfires. Youth completed measures of PTSD symptoms and disaster experiences 11–5 months postdisaster. Many youth (27%) reported moderate to severe levels of PTSD symptoms; younger children reported greater PTSD symptom severity than older youth. Perceived personal life threat and ongoing loss/disruption were related to greater PTSD symptomatology. Following disasters, it may be helpful to identify young children and youth who perceived that their life was threatened and experienced more ongoing life disruption, as these youth may be at higher risk for persistent PTSD symptoms.