Mental Health Prevention Intervention Research Articles

Enhancing Aviation Safety through AI-Driven Mental Health Management for Pilots and Air Traffic Controllers.

This article provides an overview of the mental health challenges faced by pilots and air traffic controllers (ATCs), whose stressful professional lives may negatively impact global flight safety and security. The adverse effects of mental health disorders on their flight performance pose a particular safety risk, especially in sudden unexpected startle situations. Therefore, the early detection, prediction and prevention of mental health deterioration in pilots and ATCs, particularly among those at high risk, are crucial to minimize potential air crash incidents caused by human factors. Recent research in artificial intelligence (AI) demonstrates the potential of machine and deep learning, edge and cloud computing, virtual reality and wearable multimodal physiological sensors for monitoring and predicting mental health disorders. Longitudinal monitoring and analysis of pilots' and ATCs physiological, cognitive and behavioral states could help predict individuals at risk of undisclosed or emerging mental health disorders. Utilizing AI tools and methodologies to identify and select these individuals for preventive mental health training and interventions could be a promising and effective approach to preventing potential air crash accidents attributed to human factors and related mental health problems. Based on these insights, the article advocates for the design of a multidisciplinary mental healthcare ecosystem in modern aviation using AI tools and technologies, to foster more efficient and effective mental health management, thereby enhancing flight safety and security standards. This proposed ecosystem requires the collaboration of multidisciplinary experts, including psychologists, neuroscientists, physiologists, psychiatrists, etc. to address these challenges in modern aviation.

The Online Support System for Mental Health Problems After the Earthquake: A Prompt Response from The Psychiatric Association of Turkey

IntroductionPrevious research demonstrated that disasters have adverse mental health outcomes. Preventive mental health interventions in the golden hours/days after a disaster may reduce psychological harm by getting in the way of emerging mental disorders or alleviating existing ones. The widespread use of smartphones and broad internet access enabled remote mental health interventions during disasters. After the 2023 Turkey earthquake, observing the mental health burden of the earthquake, The Psychiatric Association of Turkey conducted an online platform for psychological first aid. The aim was to unite volunteer psychiatrists and disaster survivors.ObjectivesThis study presents the organization of an online mental health service during a disaster while reporting the characteristics of the service users.MethodsThe Psychiatric Association of Turkey called its members to volunteer for an Online Support System for Mental Problems After the Earthquake. The group regularly united to set standards of care. An action plan and algorithm were set up for applicants with acute suicidal, homicidal risk, or active psychotic symptoms in collaboration with local institutions and field volunteers. Volunteer psychiatrists were asked to collect information on the applicant’s sociodemographic characteristics, disaster experience, and mental health status.ResultsVolunteer psychiatrists collected data on 180 applications. Most cases applied for themselves (%95.5), and some asked for advice to care for their relatives (%4.5). Earthquake survivors have the highest psychopathology rate (%64.9), followed by healthcare workers and search and rescue personnel (%61.1). Figure 1 summarizes the subgroups of the service users. The earthquake survivors group had a mean age of 34.45, % and 76.1 of them were female. Only %15.7 of them had lower educational levels than high school. %75 cases reached safe places on the 5th day of the disaster. Applicants reported discrimination and aggression after the catastrophe, related to experiencing mental health problems, owning a pet, looting, and being seen as less traumatized since their relatives are alive.Image:ConclusionsThe present experience of the Psychiatric Association of Turkey is an example of a fast and collaborative response to a disaster regarding mental health. Our results also represent the characteristics of online mental health service users during a disaster.Disclosure of InterestNone Declared

Workplace mental health resilience: usability and impact study of a mental health coping mobile app on a corporate setting

IntroductionMental health resilience is crucial to professional wellbeing and productivity, being that 57% of company employees are reporting burnout. Additionally, early-stage preventive mental health interventions are not common, and typically employees only have access to mid-stage professional care.ObjectivesThe aim of this project is to provide employees with a preventive self-coping tool, enabling open and inclusive care. Specifically, the aim is to assess the receptivity, usability and impact of the usage of a mobile app that provides coping strategies based on positive psychology and a burnout-risk screening.MethodsA mobile app was used with the purpose of being accessible to everyone, independently of their financial capacity. The app also promotes inclusiveness, by aggregating several approaches and methods for mental health coping, which are recommended given the needs of each user. The app was released to a large Portuguese company with 700 employees, in which employees could download it voluntarily.ResultsAfter 7 months, the results showed 37% receptivity rate, 24% improvement on anxiety levels, 36% improvement on workplace wellbeing, 23% increase on mental health self-coping skills, and 21% improvement on burnout-risk levels. These metrics were acquired via app’s back-end, self-reporting, and our model for burnout-risk screening.ConclusionsFirst results showcase the positive impact of adding such a mobile solution to the employees’ mental healthcare. Next steps will be conducting a longer study, adding control groups and productivity assessment.Disclosure of InterestNone Declared

The evidence-based COPE program: Reducing the time between diagnosing and treating depression and anxiety in youth.

The soaring prevalence of depression and anxiety in children, teenagers, and young adults is now a public health epidemic, yet access to timely evidence-based mental health treatment is often lacking due to a severe shortage of mental health providers. This article provides an overview of the current state of depression and anxiety in children and adolescents as well as first-line evidence-based treatment. The Creating Opportunities for Personal Empowerment (COPE) program, a cognitive-behavioral skills-building intervention, is highlighted as an evidence-based intervention for timely treatment that can be delivered by NPs, physicians, and physician associates/assistants in primary care settings, school-based health centers, and chronic care clinics with reimbursement as well as in schools and universities as a preventive mental health intervention.

Longitudinal assessment of psychological distress and its determinants in a sample of firefighters based in Montreal, Canada.

Firefighters face elevated risks of common mental health issues, with distress rates estimated at around 30%, surpassing those of many other occupational groups. While exposure to potentially traumatic events (PTEs) is a well-recognized risk factor, existing research acknowledges the need for a broader perspective encompassing multidimensional factors within the realm of occupational stress. Furthermore, this body of evidence heavily relies on cross-sectional studies. This study adopts an intensive longitudinal approach to assess psychological distress and its determinants among firefighters. Participants were recruited from 67 fire stations in Montreal, Canada, meeting specific criteria: full-time employment, smartphone ownership, and recent exposure to at least one PTE, or first responder status. Subjects underwent a telephone interview and were directed to use an app to report depressive, post-traumatic, and generalized anxiety symptoms every 2 weeks, along with work-related stressors, social support, and coping styles. Analyses involved 274 participants, distinguishing between those exceeding clinical thresholds in at least one distress measure (the "distressed" subgroup) and those deemed "resilient." The duration and onset of distress were computed for the distressed group, and linear mixed models were employed to evaluate determinants for each psychological distress variable. Clinical psychological distress was observed in 20.7% of participants, marked by depressive, post-traumatic, and anxiety symptoms, often within the first 4-week reference period. Contextual factors (operational climate, social support, solitude) and individual factors (coping style, solitude and lifetime traumatic events in private life) exhibited more significant impacts on psychological distress than professional pressures within the firefighters' work environment. This study reports lower rates of psychological distress than previous research, possibly attributable to sample differences. It highlights that reported symptoms often represent a combined and transient layer of distress rather than diagnosable mental disorders. Additionally, determinants analysis underscores the importance of interpersonal relationships and coping mechanisms for mental health prevention interventions within this worker group. The findings carry implications for the development of prevention and support programs for firefighters and similar emergency workers.

The effects of an adapted mental health literacy curriculum for secondary school students in Germany on mental health knowledge and help-seeking efficacy: results of a quasi-experimental pre-post evaluation study.

Because the majority of mental illnesses develop early in life, effective preventative public mental health interventions are needed. Interventions fostering mental health literacy can be used to enhance personal resources and capacities to facilitate mental health care and thus, address help-seeking barriers. A Canadian mental health literacy school curriculum was adapted, piloted, and evaluated for the use in German schools. The study presents the intervention's effects on mental health knowledge and help-seeking efficacy among 10th grade students in Germany. 10th grade students (aged 14-17 years old) from one secondary school participated in a pre- and post-intervention control group study. Both groups completed a questionnaire at two time points assessing mental health knowledge and help-seeking efficacy. Repeated measure analysis of variance (ANOVA) was employed to evaluate the intervention's effects. Data from 188 students was eligible for analysis. The analysis of the baseline data reveals a high comparability of the two groups in terms of demographics, and initial mental health knowledge and help-seeking efficacy scores. ANOVA results showed significant improvements for the intervention group having a large effect size for mental health knowledge (f = 0.574, p < 0.001, partial η2 = 0.25) and a medium effect size for help-seeking efficacy (f = 0.311, p < 0.001, partial η2 = 0.09). The first-time application and evaluation of an adapted mental health literacy school curriculum shows significant increases in mental health knowledge and help-seeking efficacy, two core dimensions of mental health literacy, among 10th grade students in Germany. Further studies are needed to confirm these results as well as have a more in-depth analysis on the interrelations of the different dimensions of mental health knowledge and help-seeking practices.

Exploring the determinants ofsuccessful implementation ofa preventive mental health andwellness intervention forAfghan refugee families: a qualitative analysis.

Many refugee children experience trauma in early childhood. Effective, tailored interventions are needed to improve refugee children's access to preventive mental health. We interviewed refugee-serving stakeholders and parents participating in an evidence-based preventive mental health and wellness intervention adapted for Afghan refugee children and families who may have experienced trauma. Interview guide development was informed by two implementation science frameworks: the Consolidated Framework for Implementation Research and the Model for Adaptation Design and Impact. A three-person team coded transcripts via rapid qualitative analysis, and the study team reached consensus on themes. Six refugee-serving facilitators and five refugee parents discussed key determinants of successful implementation. Themes included: (i) modeling cultural humility to promote communication about emotions; (ii) needed linguistic support and referral networks to avoid miscommunications and missed communications; (iii) bridging connections between children, families and schools; (iv) different takeaways, or differing goals and expectations between facilitators and participants; and (v) timely, specific cultural considerations to overcome participation barriers. Overall, we found key determinants of successful implementation of a preventive mental health and wellness intervention for refugee children and families included adaptations to enhance cultural humility and sensitivity to cultural context while strengthening communication among facilitators, children and families.

Perceived Stress among Healthcare Students and Its Association with Anxiety and Depression: A Cross-Sectional Study in Saudi Arabia.

Introduction. Healthcare students are subjected to high-stress levels due to different academic, social, and financial stressors. Persistent and severe stress might predispose students to depression and anxiety. Therefore, this research aims to investigate the level of perceived stress among healthcare students and its relation to anxiety and depression. Methods. A prospective cross-sectional study using a validated questionnaire was conducted among healthcare students in Saudi Arabia. The 14-item Perceived Stress Scale (PSS) was used to evaluate perceived stress, and depression and anxiety were measured using the Hospital Anxiety and Depression Scale (HADS). All statistical analyses were carried out using PSPP Statistical Analysis Software version 1.2.0. Results. A total of 701 respondents participated in this study. The average age of the students was 20.9 years old, and 59.3% were female. Almost three-quarters of students perceive themselves as stressed. Around two-thirds were categorized as having borderline/cases of depression or anxiety. Perceived stress was four times more likely among students with cases of anxiety [Adjusted Odds Ratio (AOR) = 4.83; 95% CI 2.89, 8.06], depression [AOR = 4.79; 95% CI 2.68, 8.53] as compared with those without these conditions. Conclusions. Stress is highly prevalent among healthcare students, and it is strongly associated with female gender and students' anxiety and depression. Therefore, the mental health of healthcare students is an essential factor affecting perceived stress and at-risk individuals. Therefore, preventative mental health interventions targeting healthcare students are necessary to help improve mental health and cope with stressors in academic education.

Psychiatric and non-psychiatric population vulnerabilities in time of a crisis: the unsuspected aggression factor

ObjectivesIn March 2020, France faced a health crisis due to the COVID-19 outbreak that, like previous infectious disease crises, involved high psychological and emotional stress, a series of factors that influenced the ongoing mental health crisis.MethodsWe recruited 384 respondents to complete an online questionnaire during the second month of isolation: 176 psychotherapy recipients (68 were currently attending psychiatric care) and 208 healthy controls. We measured demographic characteristics, impulsivity, aggression, hopelessness, suicidal risk, and the global level of anxiety and depression in order to estimate potential discrepancies in clinical measures across these populations.ResultsOur results indicate that the group currently undergoing psychiatric care was prone to loneliness and social isolation. Regarding clinical and nonclinical population, there were differences in suicidal risk, depression, anxiety, and hopelessness but mainly in aggression. Regression analysis also demonstrated that aggression surprisingly influenced anxiety levels. Patients undergoing therapy compared with patients who were not displayed differences only in suicidal risk, anxiety, and hopelessness, with those undergoing therapy having higher scores. The outpatient group undergoing therapy had a significantly lower level of impulsivity. Moreover, the regression to predict anxiety and depression levels from correlated factors highlighted the potentially heightened role of aggression in predicting anxiety in the clinical group.ConclusionNew research into stress reactions should assess other clinical signals, such as aggression, and examine preventive mental health interventions in times of crisis.

Age and environmental factors predict psychological symptoms in adolescent refugees during the initial post-resettlement phase

BackgroundAdolescent refugees are at high risk of developing mental disorders but are often not recognised early. This pilot study aimed to identify early putative risk factors associated with psychological symptoms in newly resettled refugee youth at potential risk of subsequently developing mental disorders.MethodsNewly resettled adolescent refugees were recruited through English language schools in Melbourne, Australia. Participants were assessed with the MINI-Kid, Achenbach Youth Self-Report and Reaction of Adolescents to Traumatic Stress scale. Parents completed a mental health screening separately. Linear regression models were used to identify predictive factors associated with symptom ratings.ResultsSeventy-eight, ostensibly well, refugee adolescents (mean age = 15.0 ± 1.6 years) resettled in Australia for 6.1 ± 4.2 months were assessed. Levels of anxiety, depression and post-traumatic stress symptoms were considerably lower than in mainstream population data. Prior displacement was a key determinant of symptomatology. Transitory displacement, irrespective of duration, was associated with elevated scores for depression (t (47) = -4.05, p < 0.0001), avoidance/numbing (U = 466, p < .05) and total trauma (U = 506, p < .05) symptoms. Older age was a unique predictor of depression (F (1,74) = 8.98, p < .01), internalising (F(1,74) = 6.28, p < .05) and total (F(1,74) = 4.10, p < .05) symptoms, whilst parental depression symptoms (t = 2.01, p < 0.05), displacement (t = 3.35, p < 0.01) and, expectedly, trauma exposure (t = 3.94, p < 0.001) were unique predictors of post-traumatic stress symptoms.ConclusionsDisplaced status, older age, and parental symptoms predicted psychological symptoms in adolescent refugees in an initial relatively asymptomatic post-resettlement phase. The early recognition of at-risk refugee youth may provide an opportunity for preventative mental health interventions.

Mental Health Prevention and Promotion-A Narrative Review.

Extant literature has established the effectiveness of various mental health promotion and prevention strategies, including novel interventions. However, comprehensive literature encompassing all these aspects and challenges and opportunities in implementing such interventions in different settings is still lacking. Therefore, in the current review, we aimed to synthesize existing literature on various mental health promotion and prevention interventions and their effectiveness. Additionally, we intend to highlight various novel approaches to mental health care and their implications across different resource settings and provide future directions. The review highlights the (1) concept of preventive psychiatry, including various mental health promotions and prevention approaches, (2) current level of evidence of various mental health preventive interventions, including the novel interventions, and (3) challenges and opportunities in implementing concepts of preventive psychiatry and related interventions across the settings. Although preventive psychiatry is a well-known concept, it is a poorly utilized public health strategy to address the population's mental health needs. It has wide-ranging implications for the wellbeing of society and individuals, including those suffering from chronic medical problems. The researchers and policymakers are increasingly realizing the potential of preventive psychiatry; however, its implementation is poor in low-resource settings. Utilizing novel interventions, such as mobile-and-internet-based interventions and blended and stepped-care models of care can address the vast mental health need of the population. Additionally, it provides mental health services in a less-stigmatizing and easily accessible, and flexible manner. Furthermore, employing decision support systems/algorithms for patient management and personalized care and utilizing the digital platform for the non-specialists' training in mental health care are valuable additions to the existing mental health support system. However, more research concerning this is required worldwide, especially in the low-and-middle-income countries.

Modelling in economic evaluation of mental health prevention: current status and quality of studies

BackgroundThe present study aimed to identify and critically appraise the quality of model-based economic evaluation studies in mental health prevention.MethodsA systematic search was performed on MEDLINE, EMBASE, EconLit, PsycINFO, and Web of Science. Two reviewers independently screened for eligible records using predefined criteria and extracted data using a pre-piloted data extraction form. The 61-item Philips Checklist was used to critically appraise the studies. Systematic review registration number: CRD42020184519.ResultsForty-nine studies were eligible to be included. Thirty studies (61.2%) were published in 2015–2021. Forty-seven studies were conducted for higher-income countries. There were mainly cost-utility analyses (n = 31) with the dominant primary outcome of quality-adjusted life year. The most common model was Markov (n = 26). Most of the studies were conducted from a societal or health care perspective (n = 37). Only ten models used a 50-year time horizon (n = 2) or lifetime horizon (n = 8). A wide range of mental health prevention strategies was evaluated with the dominance of selective/indicate strategy and focusing on common mental health problems (e.g., depression, suicide). The percentage of the Philip checkilst’s criteria fulfilled by included studies was 69.3% on average and ranged from 43.3 to 90%. Among three domains of the Philip checklist, criteria on the model structure were fulfilled the most (72.1% on average, ranging from 50.0% to 91.7%), followed by the data domain (69.5% on average, ranging from 28.9% to 94.0%) and the consistency domain (54.6% on average, ranging from 20.0% to 100%). The practice of identification of ‘relevant’ evidence to inform model structure and inputs was inadequately performed. The model validation practice was rarely reported.ConclusionsThere is an increasing number of model-based economic evaluations of mental health prevention available to decision-makers, but evidence has been limited to the higher-income countries and the short-term horizon. Despite a high level of heterogeneity in study scope and model structure among included studies, almost all mental health prevention interventions were either cost-saving or cost-effective. Future models should make efforts to conduct in the low-resource context setting, expand the time horizon, improve the evidence identification to inform model structure and inputs, and promote the practice of model validation.

COVID-19 Survivors' Intensive Care Unit Experiences and Their Possible Effects on Mental Health: A Qualitative Study.

It is known that being hospitalized in the intensive care unit (ICU) for any reason is a risk factor for future psychiatric problems. This qualitative study aims to identify the experiences of coronavirus disease 2019 (COVID-19) ICU survivors and provide insights for relevant mental health problems after being discharged. Participants were COVID-19 patients discharged from ICUs of a secondary care hospital. The experiences of 21 ICU survivors were evaluated using Colaizzi's 7-step approach, which were determined by the purposeful sampling method. There were three themes generated from the interviews as "emotions on COVID-19 diagnosis," "feelings about ICU stay and health care providers," and "life in the shadow of COVID-19." Two subthemes for every single theme were generated, and a total of 19 codes were extracted. It is essential to understand the individual's unique experiences in designing preventive interventions and apply individual preventive mental health interventions during ICU stay.

Health Promotion and Wellness for All Students: School-Based Occupational Therapy as a Preventive Approach.

The coronavirus disease 2019 pandemic accelerated the impending youth mental health crisis in the United States, necessitating a comprehensive approach to providing mental health education and interventions. School-based occupational therapy practitioners' scope of practice includes wellness promotion, early detection, and evidence-based interventions for mental health challenges. Given the rise of school-based wellness programs, the growing legislation supporting the formation of such programs, and the burgeoning burden of pediatric mental health concerns, occupational therapy practitioners are uniquely positioned to create and implement interventions to support student access to the general education curriculum and can do so by using both prepandemic funding sources and pandemic response funds. This Health Policy Perspectives column is a call to action to refocus the occupational therapy practitioner's role in school settings to include providing high-quality, evidence-based preventive mental health education and interventions. In this column, we examine prevention-based occupational therapy services in Mason City Schools, Mason, Ohio, as a model of success in the execution of this vision for school-based practice. In addition, we outline the importance of expanding the role of occupational therapy practitioners in schools, which will in turn increase the visibility and relevancy of the profession and broaden its impact on mitigating the youth mental health crisis.

The Predictive Relationship Between Sensory Reactivity and Depressive Symptoms in Young Autistic Children with Few to No Words

Depression and sensory reactivity are both common in autism. However, there is little understanding of the predictive relationship between these factors, or the nature of this relationship in autistic children who speak few to no words. This study set out to explore the longitudinal relationship between sensory reactivity and depressive symptoms in 33 young autistic children who speak few to no words. We found positive correlations between depressive symptoms and hyper-reactivity and sensory seeking at both timepoints, and across timepoints. We further found a bidirectional predictive relationship between depressive symptoms and sensory seeking. These results implicate sensory seeking in the development of depressive symptoms in young autistic children who use few to no words. Our findings have important implications for preventative mental health interventions, especially for those with a developmental language delay.

Predicting transitions between longitudinal classes of post-traumatic stress disorder, adjustment disorder and well-being during the COVID-19 pandemic: protocol of a latent transition model in a general Dutch sample

BackgroundA growing body of literature shows profound effects of the COVID-19 pandemic on mental health, among which increased rates of post-traumatic stress disorder (PTSD) and adjustment disorder (AD). However, current...

Will Nothing Be the Same Again?: Changes in Lifestyle during COVID-19 Pandemic and Consequences on Mental Health.

Social isolation caused by the COVID-19 pandemic has drastically affected lifestyles: from sedentary behaviors to reduced physical activity, from disrupted sleep patterns to altered dietary habits. As a consequence, serious mental and emotional responses have been registered. There was a significant decline in physical and other meaningful activities of daily living, leisure, social activity, and education. In children, collateral effects of the pandemic include inadequate nutrition with a risk of both overweight and underweight, addiction to screens, lack of schooling, and psychosocial difficulties. Older adults are frequently unable to adapt to lockdown measures and suffer from depression and cognitive complaints. Recent studies focusing on changes in lifestyle during the Covid-19 pandemic and consequences on mental health have been identified in PubMed/Medline, Scopus, Embase, and ScienceDirect. All the available literature has been retrospectively reviewed. The results of the present narrative review suggest that mental distress caused by social isolation seems to be linked not only to personality characteristics but also to several lifestyle components (sleep disruption, altered eating habits, reduced physical activity). This review aims to explore major changes in the lifestyle and quality of life and the impact of these changes on mental health, and to inform clinicians and policymakers about elements that may reduce the negative psychological effects of the quarantine period imposed during this worldwide crisis. There is an urgent need for tailored preventive, diagnostic, and therapeutic mental health interventions for the general population and for higher risk groups.

Impact of Adverse Childhood Experiences on the Mother-Infant Social-Emotional Well-Being in Low- and Middle-Income Countries

The “Ghosts in the Nursery” metaphor demonstrates how the impact of parental adverse childhood experiences (ACEs) persist across the lifespan and confers risk to the psychosocial development of subsequent generations. Mothers in low- and middle-income countries (LMICs) suffer increased vulnerability to ACEs because of complex biological, psychological, economic, social, and environmental risk factors, which, in turn, prevent children from attaining their developmental potential. This article reviews the evidence of maternal ACEs' impact on child social and emotional developmental outcomes in LMICs as well as possible psychological and neurobiological mechanisms for intergenerational transmission of ACEs. Clinical implications of elucidating the association between ACEs and subsequent sequelae on child development highlights the need to screen for maternal ACEs in prenatal and pediatric settings. A main emphasis of this article is to promote child mental health prevention intervention by focusing on addressing maternal ACEs and by helping caregivers to be “Angels in the Nursery.” Angels in the Nursery are characterized by care-receiving experiences that provide the child with a core sense of self-worth and security that can be drawn upon when the child becomes a parent to interrupt the cycle of maltreatment and thus effectively promote child mental health. [ Psychiatr Ann . 2021;51(7):316–321.]

Assessment of Psychological Distress in Health-care Workers during and after the First Wave of COVID-19: A Canadian Longitudinal Study: Évaluation de la Détresse Psychologique Chez Les Travailleurs de la Santé Durant et Après la Première Vague de la COVID-19: une étude longitudinale canadienne.

Health-care workers (HCW) exposed to COVID-19 are at risk of experiencing psychological distress. Although several cross-sectional studies have been carried out, a longitudinal perspective is needed to better understand the evolution of psychological distress indicators within this population. The objectives of this study were to assess the evolution of psychological distress and to identify psychological distress trajectories of Canadian HCW during and after the first wave of COVID-19. This prospective cohort study was conducted from May 8 to September 4, 2020, and includes a volunteer sample of 373 HCW. Symptoms of post-traumatic disorder, anxiety, and depression were assessed using the Post-Traumatic Stress Disorder Checklist for Diagnostic and Statistical Manual of Mental Disorders fifth edition (PCL-5), the Generalized Anxiety Disorder-7, and the Patient Health Questionnaire-9. Descriptive statistics were used to illustrate the evolution of psychological distress indicators, whereas latent class analysis was carried out to identify trajectories. During and after the first wave of COVID-19, the rates of clinical mental health symptoms among our sample varied between 6.2% and 22.2% for post-traumatic stress, 10.1% and 29.9% for depression, and 7.3% and 26.9% for anxiety. Finally, 4 trajectories were identified: recovered (18.77%), resilient (65.95%), subchronic (7.24%), and delayed (8.04%). The longitudinal nature of our study and the scarcity of our data are unique among existing studies on psychological distress of HCW in COVID-19 context and allow us to contextualize prior transversal data on the topic. Although our data illustrated an optimistic picture in showing that the majority of HCW follow a resilience trajectory, it is still important to focus our attention on those who present psychological distress. Implementing preventive mental health interventions in our health-care institutions that may prevent chronic distress is imperative. Further studies need to be done to identify predictors that may help to characterize these trajectories.

Online Indicated Preventive Mental Health Interventions for Youth: A Scoping Review.

Objective: Between the ages of 12 and 25 the onset of mental disorders typically occurs, and the burden of mental health problems is greatest for this group. Indicated preventive interventions to target individuals with subclinical symptoms to prevent the transition to clinical levels of disorders have gained considerable traction. However, the threshold to seek help appears to be high even when help is needed. Online interventions could offer a solution, especially during the COVID-19 pandemic. This scoping review will present an overview of the recent research of indicated online preventive interventions for youth (12–25 years) experiencing the early stages of mental health complaints with the aim of identifying the nature and extent of the research evidence.Methods: The 5-stage framework by Arksey and O'Malley was used. Academic literature published from 2013 onwards in printed or electronic format was included from Scopus, PsychINFO, and Ovid MEDLINE(R) ALL.Results: The search yielded 11,122 results, with the final selection resulting in inclusion of 30 articles for this review. In total, the articles included 4,950 participants. 26.7% of the selected articles focused on youth between 12 and 25 years. Of the articles 60% did not screen for, nor exclude participants with clinical levels of symptoms. Most studies used a common evidence-based therapy for the disorder-category targeted. More than half of the online interventions included some form of human support. Adherence levels ranged between 27.9 and 98%. The results indicate general effectiveness, usability and acceptability of online indicated preventive interventions. The most commonly used approach was CBT (n = 12 studies). Studies varied in their size, rigor of study, effectiveness and outcome measures. Online interventions with a combination of clinical and peer moderation (n = 3 studies) appear to result in the most stable and highest effect sizes.Conclusion: Online indicated preventive mental health interventions for youth with emerging mental health issues show promise in reducing various mental health complaints, and increasing positive mental health indicators such as well-being and resilience. Additionally, high levels of usability and acceptability were found. However, the included studies show important methodological shortcomings. Also, the research has mainly focused on specific diagnostic categories, meaning there is a lack of transdiagnostic approaches. Finally, clear definitions of- as well as instruments to measure- emerging or subclinical mental health symptoms in youth remain are missing.