World Trade Center responders in their own words: predicting PTSD symptom trajectories with AI-based language analyses of interviews.

BACKGROUND: Oral histories from 9/11 responders to the World Trade Center (WTC) attacks provide rich narratives about distress and resilience. Artificial Intelligence (AI) models promise to detect psychopathology in natural language, but they have been evaluated primarily in non-clinical settings using social media. This study sought to test the ability of AI-based language assessments to predict PTSD symptom trajectories among responders. METHODS: Participants were 124 responders whose health was monitored at the Stony Brook WTC Health and Wellness Program who completed oral history interviews about their initial WTC experiences. PTSD symptom severity was measured longitudinally using the PTSD Checklist (PCL) for up to 7 years post-interview. AI-based indicators were computed for depression, anxiety, neuroticism, and extraversion along with dictionary-based measures of linguistic and interpersonal style. Linear regression and multilevel models estimated associations of AI indicators with concurrent and subsequent PTSD symptom severity (significance adjusted by false discovery rate). RESULTS: Cross-sectionally, greater depressive language (ß = 0.32; p = 0.049) and first-person singular usage (ß = 0.31; p = 0.049) were associated with increased symptom severity. Longitudinally, anxious language predicted future worsening in PCL scores (ß = 0.30; p = 0.049), whereas first-person plural usage (ß = -0.36; p = 0.014) and longer words usage (ß = -0.35; p = 0.014) predicted improvement. CONCLUSIONS: This is the first study to demonstrate the value of AI in understanding PTSD in a vulnerable population. Future studies should extend this application to other trauma exposures and to other demographic groups, especially under-represented minorities.

Parental posttraumatic stress and child behavioral problems in world trade center responders.

BACKGROUND: We investigated trans-generational associations between Post Traumatic Stress Disorder (PTSD) symptoms in World Trade Center (WTC) responders and behavioral problems in their children. METHODS: Participants were WTC responders-8034 police and 8352 non-traditional (eg, construction workers)-with one or more children at the time of their first visit to the World Trade Center Health Program (WTC-HP). Self-report questionnaires were administered approximately 4 years after the 9/11 WTC attack. RESULTS: A total of 31.4% of non-traditional and 20.0% of police responders reported behavioral problems in their children. Non-traditional responder status, female sex, Hispanic ethnicity, more life stressors, more WTC-related PTSD symptoms, and dysphoric arousal symptoms were significant correlates of behavioral problems in responders' children. CONCLUSIONS: Specific parental sociodemographic, psychosocial and clinical characteristics, as well as PTSD symptom severity, were significant correlates of child behavior problems. Findings encourage monitoring and early intervention for children of disaster responders, particularly those at highest risk.

DSM-IV post-traumatic stress disorder among World Trade Center responders 11-13 years after the disaster of 11 September 2001 (9/11).

BACKGROUND: Post-traumatic symptomatology is one of the signature effects of the pernicious exposures endured by responders to the World Trade Center (WTC) disaster of 11 September 2001 (9/11), but the long-term extent of diagnosed Diagnostic and Statistical Manual of Mental Disorders, 4th edition (DSM-IV) post-traumatic stress disorder (PTSD) and its impact on quality of life are unknown. This study examines the extent of DSM-IV PTSD 11-13 years after the disaster in WTC responders, its symptom profiles and trajectories, and associations of active, remitted and partial PTSD with exposures, physical health and psychosocial well-being. METHOD: Master's-level psychologists administered sections of the Structured Clinical Interview for DSM-IV and the Range of Impaired Functioning Tool to 3231 responders monitored at the Stony Brook University World Trade Center Health Program. The PTSD Checklist (PCL) and current medical symptoms were obtained at each visit. RESULTS: In all, 9.7% had current, 7.9% remitted, and 5.9% partial WTC-PTSD. Among those with active PTSD, avoidance and hyperarousal symptoms were most commonly, and flashbacks least commonly, reported. Trajectories of symptom severity across monitoring visits showed a modestly increasing slope for active and decelerating slope for remitted PTSD. WTC exposures, especially death and human remains, were strongly associated with PTSD. After adjusting for exposure and critical risk factors, including hazardous drinking and co-morbid depression, PTSD was strongly associated with health and well-being, especially dissatisfaction with life. CONCLUSIONS: This is the first study to demonstrate the extent and correlates of long-term DSM-IV PTSD among responders. Although most proved resilient, there remains a sizable subgroup in need of continued treatment in the second decade after 9/11.

Non-technical skills needed by medical disaster responders- a scoping review.

BACKGROUND: There is no universal agreement on what competence in disaster medicine is, nor what competences and personal attributes add value for disaster responders. Some studies suggest that disaster responders need not only technical skills but also non-technical skills. Consensus of which non-technical skills are needed and how training for these can be provided is lacking, and little is known about how to apply knowledge of non-technical skills in the recruitment of disaster responders. Therefore, this scoping review aimed to identify the non-technical skills required for the disaster medicine response. METHOD: A scooping review using the Arksey & O´Malley framework was performed. Structured searches in the databases PuBMed, CINAHL Full Plus, Web of Science, PsycInfo and Scopus was conducted. Thereafter, data were structured and analyzed. RESULTS: From an initial search result of 6447 articles, 34 articles were included in the study. These covered both quantitative and qualitative studies and different contexts, including real events and training. The most often studied real event were responses following earthquakes. Four non-technical skills stood out as most frequently mentioned: communication skills; situational awareness; knowledge of human resources and organization and coordination skills; decision-making, critical-thinking and problem-solving skills. The review also showed a significant lack of uniform use of terms like skills or competence in the reviewed articles. CONCLUSION: Non-technical skills are skills that disaster responders need. Which non-technical skills are most needed, how to train and measure non-technical skills, and how to implement non-technical skills in disaster medicine need further studies.

Assessing the role of sustainability competencies in enhancing psychological first aid effectiveness for disaster responders in Fiji.

Background: Psychological first aid (PFA) is essential for mental health and wellbeing after traumatic events. Integrating competency-based outcomes is crucial with the increasing demand for effective psychological first-aid interventions. This study examines the correlation between sustainability competencies and PFA principles within Fiji's disaster responder's context. Method: The research was guided by a theoretical framework based on a comprehensive review of sustainability competencies and PFA principles. A cross-sectional survey assessed the importance of sustainability competencies in disaster responders to deliver PFA effectively. The survey used a stratified random sampling method to get diverse PFA-trained participants (66%) and non-PFA trained (34%), aiming to understand how these competencies can impact PFA success in various disaster situations. The survey, encompassing various domains of disaster response and a diverse range of respondents age, gender, and years of experience, employed the Likert scale to assess the importance of competencies such as integrated problem-solving, strategic, systems thinking, self-awareness, normative, collaboration, anticipatory, and critical thinking. Results: The study involved 49 PFA-trained participants (55% female, 45% male) and 15 non-PFA-trained participants (53% female, 46% male), excluding 10 responses from the latter group due to ambiguous answers to critical questions. The correlation between age, experience, and the valuation of professional competencies among disaster responders indicates that disaster responders, with extensive experience and PFA training, rated competencies as "important," reflecting a perspective shaped by long-term career development and practical experiences. Equally, younger and early career responders emphasize competencies as "very important," indicating an initial recognition of their significance. The appraisal patterns across different age groups, especially among those with PFA training, suggest a tendency to moderate assessments of competency importance with increasing experience. Statistical analysis, including mean, median, standard deviation, and variance, provided a detailed understanding of the data, underscoring competencies like self-awareness in both data sets and integrated problem-solving and collaboration within PFA-trained responders as the key for effective PFA interventions. Conclusion: The study underlines the critical need to integrate sustainability competencies into the PFA curriculum in Fiji's unique sociocultural context. This interplay between age, experience, and competency assessment stresses the diverse factors influencing perceptions in the disaster response field beyond experience alone. The results show that sustainability competencies are the ultimate to the effectiveness of PFA measurement and interventions. The research lays the foundation for future studies to develop validated tools for assessing sustainable competencies in different cultural contexts, thereby improving the effectiveness of PFA in disaster management. Integrating these competencies into PFA training could significantly strengthen PFA intervention and competency-based evaluation.

Dealing with difficult choices: a qualitative study of experiences and consequences of moral challenges among disaster healthcare responders.

BACKGROUND: Disasters are chaotic events with healthcare needs that overwhelm available capacities. Disaster healthcare responders must make difficult and swift choices, e.g., regarding who and what to prioritize. Responders dealing with such challenging choices are exposed to moral stress that might develop into moral distress and affect their wellbeing. We aimed to explore how deployed international disaster healthcare responders perceive, manage and are affected by moral challenges. METHODS: Focus groups discussions were conducted with 12 participants which were Swedish nurses and physicians with international disaster healthcare experience from three agencies. The transcribed discussions were analyzed using content analysis. RESULTS: We identified five interlinked themes on what influenced perceptions of moral challenges; and how these challenges were managed and affected responders' wellbeing during and after the response. The themes were: "type of difficult situation", "managing difficult situations", "tools and support", "engagement as a protective factor", and "work environment stressors as a risk factor. Moral challenges were described as inevitable and predominant when working in disaster settings. The responders felt that their wellbeing was negatively affected depending on the type and length of their stay and further; severity, repetitiveness of encounters, and duration of the morally challenging situations. Responders had to be creative and constructive in resolving and finding their own support in such situations, as formal support was often either lacking or not considered appropriate. CONCLUSION: The participating disaster healthcare responders were self-taught to cope with both moral challenges and moral distress. We found that the difficult experiences also had perceived positive effects such as personal and professional growth and a changed worldview, although at a personal cost. Support considered useful was foremost collegial support, while psychosocial support after deployment was considered useful provided that this person had knowledge of the working conditions and/or similar experiences. Our findings may be used to inform organizations' support structures for responders before, during and after deployment.

A Literature Review on Psychosocial Support for Disaster Responders: Qualitative Synthesis with Recommended Actions for Protecting and Promoting the Mental Health of Responders.

Little scientific evidence exists on ways to decrease the psychological stress experienced by disaster responders, or how to maintain and improve their mental health. In an effort to grasp the current state of research, we examined research papers, agency reports, the manuals of aid organisations, and educational materials, in both English and Japanese. Using MEDLINE, Ichushi-Web (Japanese search engine), Google Scholar, websites of the United Nations agencies, and the database of the Grants System for Japan's Ministry of Health, Labour, and Welfare, 71 pertinent materials were identified, 49 of which were analysed. As a result, 55 actions were extracted that could potentially protect and improve the mental health of disaster responders, leading to specific recommendations. These include (1) during the pre-activity phase, enabling responders to anticipate stressful situations at a disaster site and preparing them to monitor their stress level; (2) during the activity phase, engaging in preventive measures against on-site stress; (3) using external professional support when the level of stress is excessive; and (4) after the disaster response, getting back to routines, sharing of experiences, and long-term follow-up. Our results highlighted the need to offer psychological support to disaster responders throughout the various phases of their duties.

Moral Distress among Disaster Responders: What is it?

INTRODUCTION: Current research of moral distress is mainly derived from challenges within high-resource health care settings, and there is lack of clarity among the different definitions. Disaster responders are prone to a range of moral challenges during the work, which may give rise to moral distress. Further, organizations have considered increased drop-out rates and sick leaves among disaster responders as consequences of moral distress. Therefore, initiatives have been taken to address and understand the impacts of moral distress and its consequences for responders. Since there is unclarity among the different definitions, a first step is to understand the concept of moral distress and its interlinkages within the literature related to disaster responders. HYPOTHESIS/PROBLEM: To examine how disaster responders are affected by moral challenges, systematic knowledge is needed about the concepts related to moral distress. This paper aims to elucidate how the concept of moral distress in disaster response is defined and explained in the literature. METHODS: The paper opted to systematically map the existing literature through the methods of a scoping review. The searches derived documents which were screened regarding specific inclusion criteria. The included 16 documents were analyzed and collated according to their definitions of moral distress or according to their descriptions of moral distress. RESULTS: The paper provides clarity among the different concepts and definitions of moral distress within disaster response. Several concepts exist that describe the outcomes of morally challenging situations, centering on situations when individuals are prevented from acting in accordance with their moral values. Their specific differences suggest that to achieve greater clarity in future work, moral stress and moral distress should be distinguished. CONCLUSION: Based on the findings, a conceptual model of the development of moral distress was developed, which displays a manifestation of moral distress with the interplay between the responder and the context. The overview of the different concepts in this model can facilitate future research and be used to illuminate how the concepts are interrelated.

Health Risks and Challenges in Earthquake Responders in Nepal: A Qualitative Research.

INTRODUCTION: While the impact of disasters is strongly felt by those directly affected, they also have significant impact on the mental and physical health of rescue/relief workers and volunteers during the response phase of disaster management. METHOD: Semi-structured interviews were conducted with 11 experts in the field of disaster management from Nepal, inquiring specifically about the impact of the 2015 mega-earthquake on the mental and physical health of rescue/relief workers and volunteers. A thematic approach was used to analyze the results. These were used to assess the applicability of a previously developed conceptual framework which illustrates the hazards and risk factors affecting disaster response workers and the related hazard mitigation approaches. RESULTS: The findings suggested a relationship between the type of injuries to responders and the type of disaster, type of responder, and vulnerability of location. The conceptual framework derived from literature was verified for its applicability with a slight revision on analysis of experts' opinion based on particular context and disaster setting. Technical skills of responders, social stigma, governance, and the socio-economic status of the affected nation were identified as critical influencing factors to heath injuries and could be minimized utilizing some specific or collective measures targeted at the aforementioned variables. Some geographic and weather-specific risks may be challenging to overcome. CONCLUSION: To prevent or minimize the hazards for disaster relief workers, it is vital to understand the variables that contribute to injuries. Risk minimization strategies should address these critical factors.

Health Risks in Disaster Responders: A Conceptual Framework.

INTRODUCTION: Disasters cause severe disruption to socio-economic, infrastructural, and environmental aspects of community and nation. While the impact of disasters is strongly felt by those directly affected, they also have significant impacts on the mental and physical health of relief/recovery workers and volunteers. Variations in the nature and scale of disasters necessitate different approaches to risk management and hazard reduction during the response and recovery phases. METHOD: Published articles (2010-2017) on the quantitative and quantitative relationship between disasters and the physical and mental health of relief/recovery workers and volunteers were systematically collected and reviewed. A total of 162 relevant studies were identified. Physical injuries and mental health impacts were categorized into immediate, short-term, and chronic conditions. A systematic review of the literature was undertaken to explore the health risks and injuries encountered by disaster relief workers and volunteers, and to identify the factors contributing to these and relating mitigation strategies. RESULTS: There were relatively few studies into this issue. However, the majority of the scrutinized articles highlighted the dependence of nature and scope of injuries with the disaster type and the types of responders, while the living and working environment and socio-economic standing also had significant influence on health outcomes. CONCLUSION: A conceptual framework derived from the literature review clearly illustrated several critical elements that directly or indirectly cause damage to physical and mental health of disaster responders. Pre-disaster and post-disaster risk mitigation approaches may be employed to reduce the vulnerability of both volunteers and workers while understanding the identified stressors and their relationships.Khatri KC J, Fitzgerald G, Poudyal Chhetri MB. Health risks in disaster responders: a conceptual framework. Prehosp Disaster Med. 2019;34(2):209-216.

The Mass Casualty Incident in Turin, 2017: A Case Study of Disaster Responders' Mental Health in an Italian Level I Hospital.

OBJECTIVE: To assess the psychological impact of a mass casualty incident (MCI) in a subset of personnel in a level I hospital. METHODS: Emergency department staff responded to an MCI in June 2017 in Turin, Italy by an unexpected sudden surge of casualties following a stampede (mass escape). Participants completed the Psychological Simple Triage and Rapid Treatment Responder Self-Triage System (PsySTART-R), which classified the potential risk of psychological distress in "no risk" versus "at risk" categorization and identified a range of impacts aggregated for the population of medical responders. Participants were administered a questionnaire on the perceived effectiveness of management of the MCI. Two months later, the participants were evaluated using the Hospital Anxiety and Depression Scale (HADS), the Kessler Psychological Distress Scale (K6), and the Posttraumatic Stress Disorder Checklist (PCL-5). RESULTS: The majority of the responders were classified as "no risk" by the PsySTART-R; no significant differences on HADS, K6, and PCL-5 were found in the participants grouped by the PsySTART-R categories. The personnel acquainted to work in emergency contexts (emergency department and intensive care unit) scored significantly lower in the HADS than the personnel usually working in other wards. The number of positive PsySTART-R criteria correlated with the HADS depression score. CONCLUSIONS: Most of the adverse psychological implications of the MCI were well handled and averted by the responders. A possible explanation could be related to factors such as the clinical condition of the victims (most were not severely injured, no fatalities), the small number of casualties (87) brought to the hospital, the event not being considered life-threatening, and its brief duration, among others. Responders had mainly to cope with a sudden surge in casualties and with organizational issues.

The Association Between Dissatisfaction with Debriefing and Post-Traumatic Stress Disorder (PTSD) in Rescue and Recovery Workers for the Oklahoma City Bombing.

OBJECTIVE: The purpose of this study was to investigate potential association between psychopathology and subjective evaluation of the experience of debriefing in disaster-exposed rescue and recovery workers. METHODS: Structured diagnostic interviews for DSM-III-R psychiatric disorders were conducted with 166 firefighters who served as rescue and recovery workers for the 1995 Oklahoma City bombing, who categorized their satisfaction with the debriefing on 4 levels. "Very dissatisfied" responses were examined for their association with post-traumatic stress disorder (PTSD) and with PTSD symptom groups. RESULTS: Being "very dissatisfied" with the debriefing was significantly associated with the DSM-III-R avoidance and numbing group and with PTSD. CONCLUSIONS: These findings suggest that debriefing may be an unsatisfactory intervention for people with prominent avoidance and numbing symptoms, such as those with PTSD. These individuals might be better served by referral directly to psychiatric treatment (Disaster Med Public Health Preparedness. 2018;12:718-722).

PTSD symptom dimensions and their relationship to functioning in World Trade Center responders.

Post-traumatic stress disorder (PTSD) symptoms are common among responders to the 9/11 attacks on the World Trade Center and can lead to impairment, yet it is unclear which symptom dimensions are responsible for poorer functioning. Moreover, how best to classify PTSD symptoms remains a topic of controversy. The present study tested competing models of PTSD dimensions and then assessed which were most strongly associated with social/occupational impairment, depression, and alcohol abuse. World Trade Center responders (n=954) enrolled in the Long Island site of the World Trade Center Health Program between 2005 and 2006 were administered standard self-report measures. Confirmatory factor analysis confirmed the superiority of four-factor models of PTSD over the DSM-IV three-factor model. In selecting between four-factor models, evidence was mixed, but some support emerged for a broad dysphoria dimension mapping closely onto depression and contributing strongly to functional impairment. This study confirmed in a new population the need to revise PTSD symptom classification to reflect four dimensions, but raises questions about how symptoms are categorized. Results suggest that targeted treatment of symptoms may provide the most benefit, and that treatment of dysphoria-related symptoms in disaster relief workers may have the most benefit for social and occupational functioning.