Young People's Online Help-Seeking and Mental Health Difficulties: Systematic Narrative Review

Inequitable access to mental healthcare for socially excluded adolescents

BACKGROUND

Adolescence is a critical period for mental health and social exclusion, a key social determinant of mental health. Early intervention approaches are key to mitigating the impact of mental ill-health during adolescence, however social exclusion can create additional barriers to accessing care.

AIM

We aimed to better understand help-seeking experiences of adolescents facing co-occurring social exclusion and mental ill-health, including sources of support, barriers and preferences for service provision.

METHOD

Cross-sectional data were analysed, from the 2022 Mission Australia Youth Survey (N = 18,800). Adolescents aged 15 to 19 years were recruited from around Australia, through schools, community organisations and digital platforms. Indices of four domains of social exclusion (housing, finances, relational and education/employment) were created using existing Youth Survey variables, and supplemented with demographic characteristics, psychological distress and help-seeking behaviours (perceived need, mental health supports, barriers to access and preferences). Relationships between social exclusion domains, mental health concerns and help-seeking behaviours were explored using logistic regression models.

RESULTS

A total of 9,743 young people reported having needed mental health support, yet only 58.1% reportedly sought support (n = 5,565). Social exclusion domains were associated with different help-seeking behaviours: housing challenges with higher help-seeking (OR = 1.28; 95% CI [1.15, 1.42]); relational difficulties and edu-employment issues with lower (OR = 0.75; 95% CI [0.68, 0.83] and OR = 0.82; 95% CI [0.75, 0.89]). Stigma, confidentiality concerns, cost and not knowing where to seek help were common barriers to help-seeking; those experiencing social exclusion more likely to report these. Participants reported a strong preference for face-to-face support.

CONCLUSIONS

This study highlights the additional needs and challenges faced by adolescents dealing with both social exclusion and mental ill-health. With greater barriers to help-seeking, concerted efforts are needed to reduce stigma, improve mental health literacy and increase access to trusted information sources. Further initiatives should focus on structural factors that socially exclude young people and exacerbate inequitable access to mental healthcare.

Help-Seeking Behaviors of Young People with Problematic Sexualized Behaviors

A substantial proportion of all reported child sexual abuse is perpetrated by other young people, though it is challenging to accurately depict its prevalence. Even less is known about the help-seeking behaviors of young people. Understanding how they seek help for their own problematic sexualized behavior is crucial to better inform therapeutic interventions and early intervention opportunities. This study used an administrative dataset of contacts (N = 901) received by Kids Helpline over nine years. Given the paucity of research on this topic, our approach to draw upon the contacts made to Kids Helpline by young people concerned about their own sexualized interests or behaviors is innovative and exploratory. Descriptive analyses were conducted to examine the characteristics of each contact as well as the demographics of the young people making contact. The present study examined the characteristics of 695 males and 206 females (aged 10 to 25) seeking help for their own problematic sexualized behaviors. Young people who contacted Kids Helpline for problematic sexualized behavior reported the following specific concerns: sexual behaviors (40.50%) and pornography use (38.20%). A quarter of contacts (25.86%) raised multiple concerns. Results suggest that intervention should be provided early and in an age-graded way. Several implications for theory and practice are discussed.

Factors related to help-seeking and service utilization for professional mental healthcare among young people: An umbrella review

The aim of this umbrella review is to summarize evidence on factors that influence help-seeking and service utilization for professional mental healthcare among young people ages 0-30. The CINAHL, Cochrane, Epistemonikos, MEDLINE, PsycINFO, PubMed, and Web of Science databases were searched in December 2023 for systematic reviews in English. The search yielded 26 eligible reviews, all of which are medium or high quality. Primary study overlap was rare. Using an established framework, we organize intrapersonal (n = 37), interpersonal (n = 14), institutional (n = 9), community (n = 7), and public policy (n = 6) factors. The most frequently reviewed factor at each level is trust of professionals (intrapersonal), close others' support for treatment (interpersonal), cost (institutional), availability (community), and insurance (public policy). Stigma is widely referenced (18 reviews) and classified as multi-dimensional. Narrative synthesis reveals population-specific variability (e.g., rural, racial/ethnic minority, refugees, immigrants) in the importance of many factors. To develop interventions and healthcare systems sensitive to young people's needs, we recommend promoting stigma-reduction campaigns, and targeting trustworthiness, affordability, anonymity, accessibility, and mental health literacy. Identifying commonalities and differences across populations and contexts assists in the design of nuanced and efficient treatment delivery systems for young people, who are at a critical time for their mental health.

Why do some Mexicans with psychosis risk symptoms seek mental health care and others do not?

Help-seeking barriers differ according to the sociocultural context and country-specific mental healthcare system. More research is needed in low-middle-income countries, where early psychosis programs are still scarce, and the mental health care gap is wide. This study aims to explore predisposing, enabling, and need factors associated with mental health service utilization in 481 Mexicans self-reporting psychosis risk symptoms, as well as differences between those who were currently mental health service users (MHSU) and those who were not (non-MHSU). Participants responded to self-reported measures through an online survey. The factors associated with an increased probability of using mental health services were having an occupation, having a medium/high socioeconomic status, an intention to seek help from a mental health professional, fewer help-seeking barriers, moderate/severe anxious symptoms, higher distress associated with psychosis risk symptoms and social functioning impairment. Findings provide relevant information for designing more effective strategies to improve help-seeking, early identification, and timely treatment delivery in Mexico. The need to generate strategies focused on reducing stigma, enhancing psychosis literacy in the community, and increasing the identification of emerging signs of psychosis in primary healthcare professionals is highlighted, mainly when co-occurring with other psychiatric symptoms.

Determinants of the implementation of eHealth-based long-term follow-up care for young cancer survivors: a qualitative study

BACKGROUND

eHealth may help closing gaps in the long-term follow-up care of former young age cancer patients. While its introduction to medical aftercare appears promising, it also faces obstacles in the course of its implementation. This study explored what prospective eHealth applications have to achieve and what facilitating and hindering factors are associated with the implementation of them.

METHODS

A qualitative, explorative-descriptive design involving semi-structured interviews was used in this study. General practitioners (GPs) from urban and rural areas as well as former cancer patients were recruited and interviewed. The interview guide focused on expectations of telemedical care services for the patient group of children and adolescents as well as potential facilitating and hindering factors of the implementation of telemedical care services for former cancer patients. Interviews were recorded, transcribed and analyzed on the basis of qualitative content analysis as described by Kuckartz.

RESULTS

Empiric saturation was reached after 25 interviews, respectively. The age of the physicians surveyed at the time of the interviews ranged from 27 to 71 years, with an average of 42 years. The former patients ranged in age from 21 to 43 at the time of participation, with an average age of 34. The age at diagnosis ranged from 3 to 31 years. eHealth services were considered an effective way to maintain continuity of care and improve the health literacy of cancer survivors. Cooperation with health insurance companies and gamification-elements were regarded as beneficial for the introduction of eHealth structures. Poor interface compatibility, insufficient network coverage and lack of digital literacy were valued as potential barriers.

CONCLUSIONS

If properly introduced, eHealth shows the potential to provide stakeholders with tools that increase their self-efficacy and ability to act. As the technology continues to advance, our data provides application-oriented factors for tailored implementation strategies to bring eHealth into the field.

Universal online self-help ACT interventions for youth: A systematic review

Previous reviews of online self-help have not exclusively focussed on universally delivered Acceptance and Commitment Therapy (ACT). This systematic review aimed to evaluate the effectiveness of universal online self-help ACT interventions for young people. Relevant databases were searched for studies examining ACT interventions that were delivered universally, online and as self-help (guided and unguided) to young people aged 10 to 25-years-old. Eleven studies met inclusion criteria. These were assessed for quality and findings summarised using a narrative synthesis. Outcomes on mental health, well-being and ACT processes were reviewed, and results across studies were mixed. Most studies found significant improvements in mental health and well-being outcomes following the ACT intervention; however less than half found improvements in ACT process measures. Subgroups, such as those with elevated mental health symptoms, had better outcomes. There were no changes in measures of psychological inflexibility. However, methodological issues limited the interpretation of findings. Heterogeneity between studies and methodological issues made it difficult for this review to draw conclusions regarding the effectiveness of universal online self-help ACT interventions for young people. Future research with consistent approaches is needed across these types of interventions to improve methodological rigour to determine whether these interventions are effective.

Self-management, self-care, and self-help in adolescents with emotional problems: a scoping review

This study aimed to review the existing published and grey literature describing the concepts of self-management, self-care, and self-help, and to capture strategies or techniques related to these concepts, for adolescents with emotional problems. Emotional problems are rising amongst adolescents, yet timely access to specialist mental health treatment is limited to those with greater severity of mental health difficulties. Self-management, self-care, and self-help strategies may be used by adolescents with emotional problems both in terms of those waiting for treatment and to prevent relapse. Given the overlap in existing definitions and the lack of clarity around these concepts in an adolescent mental health context, a scoping review of the literature is warranted to provide clarity. Eligible studies were those involving adolescents aged 10 to 19 years with symptoms of emotional problems. Studies referenced self-management, self-care, or self-help, not involving a professional, in this population. Quantitative, qualitative, economic, and mixed methods studies, as well as systematic, scoping, and literature reviews, from 2000 onwards and in the English language, were eligible for inclusion. A systematic search was conducted of both published and grey literature. Databases searched included PsycINFO, Medline, Embase, Web of Science, and CINAHL Plus. Mednar was also searched for unpublished studies and grey literature. Tables  of themes, terms, and associated strategies are presented alongside a thematic analysis of the results. 62 articles were included. These were 20 quantitative studies, 14 systematic reviews, 10 qualitative studies, five review papers, four book chapters, four mixed methods studies, two dissertations, two meta-analyses and one scoping review and systematic review. Most of the included articles referenced self-help (n = 51), followed by self-management (n = 17) and self-care (n = 6). A total of 12 themes were identified from a reflexive thematic analysis of descriptions (and associated strategies) of self-management, self-help, or self-care in included texts. This scoping review provides clarity on the similarities and differences between how these concepts are discussed, and the strategies which are associated with each of these concepts in the relevant literature. Implications for policy and intervention development for adolescents' self-management, self-help, and self-care of their mental health are discussed. There is considerable overlap in both the ways in which these concepts are described, and the strategies or approaches proposed in relation to them, supporting previous research suggesting these strategies should be grouped under a single term, such as "self or community approaches." More research is needed for self-management, self-help, and self-care amongst marginalized groups as these adolescents may have the highest unmet need for mental health support.

Mental health-related internet use by people with a diagnosis of chronic psychiatric disorder, attending community mental health centres

BACKGROUND

There is little information on Internet use for obtaining mental health information among individuals with chronic psychiatric disorders, who are receiving services from community mental health centres (CMHCs).

OBJECTIVE

To investigate the mental health information-seeking behaviour of individuals with chronic psychiatric disorders who attend CMHCs.

METHOD

This is a cross-sectional descriptive study. The data was collected by questionnaire (structured interview format) (n = 135 participants). The collected data were analysed with descriptive statistics and chi-square test.

RESULTS

It was found that 75.6% of the participants used the internet to search for information about mental health problems. Although the information retrieved from the internet was frequently or occasionally shared with the mental health team (19.6% and 40.2% of the participants, respectively), general online communication with professionals was rare (93.1% of the participants had not contacted mental health professionals).

CONCLUSIONS

Most participants looked for information about their mental health on the internet. Therefore, mental health professionals should consider how to facilitate professional-patient therapeutic communication, with acknowledged Internet use by individuals with chronic psychiatric disorders.

Common and differential variables of anxiety and depression in adolescence: a nation-wide smartphone-based survey

BACKGROUND

Mental health in adolescence is critical in its own right and a predictor of later symptoms of anxiety and depression. To address these mental health challenges, it is crucial to understand the variables linked to anxiety and depression in adolescence.

METHODS

Here, we analyzed data of 278 adolescents that were collected in a nation-wide survey provided via a smartphone-based application during the COVID-19 pandemic. We used an elastic net regression machine-learning approach to classify individuals with clinically relevant self-reported symptoms of depression or anxiety. We then identified the most important variables with a combination of permutation feature importance calculation and sequential logistic regressions.

RESULTS

40.30% of participants reported clinically relevant anxiety symptoms, and 37.69% reported depressive symptoms. Both machine-learning models performed well in classifying participants with depressive (AUROC = 0.77) or anxiety (AUROC = 0.83) symptoms and were significantly better than the no-information rate. Feature importance analyses revealed that anxiety and depression in adolescence are commonly related to sleep disturbances (anxiety OR = 2.12, depression OR = 1.80). Differentiating between symptoms, self-reported depression increased with decreasing life satisfaction (OR = 0.43), whereas self-reported anxiety was related to worries about the health of family and friends (OR = 1.98) as well as impulsivity (OR = 2.01).

CONCLUSION

Our results show that app-based self-reports provide information that can classify symptoms of anxiety and depression in adolescence and thus offer new insights into symptom patterns related to adolescent mental health issues. These findings underscore the potentials of health apps in reaching large cohorts of adolescence and optimize diagnostic and treatment.

Characterization of Psychopathology in Latin American Adolescents Using a Web-Based Screening Tool: Cross-Sectional Study

BACKGROUND

Mental health problems and suicide ideation are common in adolescents. Early detection of these issues could prevent the escalation of mental health-related symptoms in the long term. Moreover, characterizing different profiles of prevalent symptoms in conjunction with emotional regulation strategies could guide the design of specific interventions. The use of web-based screening (WBS) tools has been regarded as a suitable strategy to timely detect symptomatology while improving the appeal, cost, timeliness, and reach of detection in young populations. However, the evidence regarding the accuracy of these approaches is not fully conclusive.

OBJECTIVE

The study aims (1) to examine the capability of a WBS to identify adolescents with psychiatric symptoms and suicidality and (2) to characterize the mental health profiles of a large sample of adolescents using WBS.

METHODS

A total of 1599 Latin American Spanish-speaking adolescents (mean age 15.56, SD 1.34 years), consisting of 47.3% (n=753) female, 98.5% Chilean (n=1570), and 1.5% Venezuelan (n=24) participants, responded to a mental health WBS. A randomized subsample of participants also responded to the Mini International Neuropsychiatric Interview for Children and Adolescents (MINI-KID). McNemar χ2 and receiver-operating characteristic curves tested the detection accuracy of WBS contrasted with the MINI-KID. Latent profile analyses explored the symptomatic and emotional regulation profiles of participants.

RESULTS

Both measures showed an adequate level of agreement (area under the curve per symptom domain ranging from 0.70 to 0.89); however, WBS yielded a higher prevalence than MINI-KID for all psychiatric symptoms, except suicide ideation and depression. Latent profile analyses yielded 4 profiles-one of them presented elevated psychopathological symptoms, constituting 11% of the sample (n=175). Rumination (odds ratio [OR] 130.15, 95% CI 51.75-439.89; P<.001), entrapment (OR 96.35, 95% CI 29.21-317.79; P<.001), and defeat (OR 156.79, 95% CI 50.45-487.23; P<.001) contributed significantly to the prediction of latent profile memberships, while cognitive reappraisal did not contribute to the prediction of any latent profile memberships, and expressive suppression was only associated to profile-2 membership.

CONCLUSIONS

WBS is acceptable for the timely detection of adolescents at risk of mental health conditions. Findings from the symptomatic and emotional regulation profiles highlight the need for comprehensive assessments and differential interventions.

The Trajectories of Online Mental Health Information Seeking: Modeling Search Behavior Before and After Completion of Self-report Screens

There is an appreciable mental health treatment gap in the United States. Efforts to bridge this gap and improve resource accessibility have led to the provision of online, clinically-validated tools for mental health self-assessment. In theory, these screens serve as an invaluable component of information-seeking, representing the preparative and action-oriented stages of this process while altering or reinforcing the search content and language of individuals as they engage with information online. Accordingly, this work investigated the association of screen completion with mental health-related search behaviors. Three-year internet search histories from N=7,572 Microsoft Bing users were paired with their respective depression, anxiety, bipolar disorder, or psychosis online screen completion and sociodemographic data available through Mental Health America. Data was transformed into network representations to model queries as discrete steps with probabilities and times-to-transition from one search type to another. Search data subsequent to screen completion was also modeled using Markov chains to simulate likelihood trajectories of different search types through time. Differences in querying dynamics relative to screen completion were observed, with searches involving treatment, diagnosis, suicidal ideation, and suicidal intent commonly emerging as the highest probability behavioral information seeking endpoints. Moreover, results pointed to the association of low risk states of psychopathology with transitions to extreme clinical outcomes (i.e., active suicidal intent). Future research is required to draw definitive conclusions regarding causal relationships between screens and search behavior.

Children and young people's reported contact with professional services for mental health concerns: a secondary data analysis

Children and young people's mental health services have been under increasing pressure following COVID-19. Understanding, for which channels help is sought from, will highlight services needing support. This study aims to explore the professional services that parents of children, and young people get help from when they have a concern for the child's/their mental health. Secondary analysis of data is taken from Mental Health of Children and Young People in England Survey, 2017. 7608 reports of mental health-related contact with professional services from parents of 5-16 year-olds and self-reports from young people aged 17-19 were available. Service contact was reported by Diagnostic and Statistical Manual of Mental Disorders (DSM-V) diagnosis, age, gender and ethnicity. Less than two-thirds of children and young people with a DSM-V diagnosis (63.5% (95% CI 58.6-68.1) aged 5-10, and 64.0% (95% CI 59.4-68.4) aged 11-16) reported contact with any professional services. The figure was lower for those aged 17-19; 50.1% (95% CI 42.8-58.2), p = 0.005. Children and young people aged 5-16 from Black (11.7%; 95% CI 2.4-41.4), Asian (55.1%; 95% CI 34.7-73.9) and Mixed (46.0%; 95% CI 32.4-60.3) ethnic groups reported less contact with professional services compared to those from the White group (66.9%; 95% CI 63.5-70.2). Patterns of service access during the three main educational stages aid with understanding service need during childhood. These lower levels of reported service access for young people aged 17-19 with a DSM-V diagnosis and those in ethnic minority groups demand further investigation.

The Acceptability, Engagement, and Feasibility of Mental Health Apps for Marginalized and Underserved Young People: Systematic Review and Qualitative Study

BACKGROUND

Smartphone apps may provide an opportunity to deliver mental health resources and interventions in a scalable and cost-effective manner. However, young people from marginalized and underserved groups face numerous and unique challenges to accessing, engaging with, and benefiting from these apps.

OBJECTIVE

This study aims to better understand the acceptability (ie, perceived usefulness and satisfaction with an app) and feasibility (ie, the extent to which an app was successfully used) of mental health apps for underserved young people. A secondary aim was to establish whether adaptations can be made to increase the accessibility and inclusivity of apps for these groups.

METHODS

We conducted 2 sequential studies, consisting of a systematic literature review of mental health apps for underserved populations followed by a qualitative study with underserved young male participants (n=20; age: mean 19). Following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines, an electronic search of 5 databases was conducted in 2021. The search yielded 18,687 results, of which 14 articles met the eligibility criteria.

RESULTS

The included studies comprised a range of groups, including those affected by homelessness, having physical health conditions, living in low- and middle-income countries, and those with sexual and gender minority identities. Establishing and maintaining user engagement was a pervasive challenge across mental health apps and populations, and dropout was a reported problem among nearly all the included studies. Positive subjective reports of usability, satisfaction, and acceptability were insufficient to determine users' objective engagement.

CONCLUSIONS

Despite the significant amount of funding directed to the development of mental health apps, juxtaposed with only limited empirical evidence to support their effectiveness, few apps have been deliberately developed or adapted to meet the heterogeneous needs of marginalized and underserved young people. Before mental health apps are scaled up, a greater understanding is needed of the types of services that more at-risk young people and those in limited-resource settings prefer (eg, standard vs digital) followed by more rigorous and consistent demonstrations of acceptability, effectiveness, and cost-effectiveness. Adopting an iterative participatory approach by involving young people in the development and evaluation process is an essential step in enhancing the adoption of any intervention, including apps, in "real-world" settings and will support future implementation and sustainability efforts to ensure that marginalized and underserved groups are reached.

TRIAL REGISTRATION

PROSPERO CRD42021254241; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=254241.

Effects of Parental Psychological Control on Attitudes Toward Seeking Professional Psychological Help in Senior High School Students: Serial Mediating Effects of Rejection Sensitivity and Social Withdrawal

The purpose of the current study was to examine the serial mediating effects of rejection sensitivity and social withdrawal on parental psychological control and attitudes toward seeking professional psychological help among senior high school students. In November 2022, 648 students completed a self-report questionnaire. The parental psychological control scale, senior high school students' rejection sensitivity scale, social withdrawal scale, and attitudes toward seeking professional psychological help scale were used for measurement. Correlation analysis showed parental psychological control and rejection sensitivity were positively correlated with social withdrawal (r = 0.387, 0.466, 0.495, all p < 0.001). Parental psychological control and rejection sensitivity were significantly negatively correlated with social withdrawal and attitudes toward seeking professional psychological help (r = -0.325, -0.324, -0.397, all p < 0.001). Mediating effect analysis indicated that parental psychological control had a significant direct effect on attitude toward seeking professional psychological help, and rejection sensitivity and social withdrawal had significant serial mediating effects among parental psychological control and attitudes toward seeking professional psychological help in senior high school students. These aspects warrant attention as they play significant roles in influencing students' willingness to seek psychological assistance. [Journal of Psychosocial Nursing and Mental Health Services, 62(7), 47-55.].

Delivering a Smartphone Serious Game-Based Intervention to Promote Resilience for Adolescents With Type 1 Diabetes: A Feasibility Study

INTRODUCTION

The aim of this study is to test the feasibility of a smartphone serious game-based intervention to promote resilience for adolescents with type 1 diabetes mellitus (T1DM).

METHOD

A two-arm feasibility study was employed. Adolescents with T1DM were recruited. Adolescents in intervention group completed the serious game (named "WeCan") in one month. We evaluated feasibility and acceptability using criteria such as the recruitment response rate, the follow-up response rate, and satisfaction.

RESULTS

Sixty-one adolescents with T1DM were included in this study. The study had a recruitment response rate of 62.89% (61/97) and an intervention completion rate of 64.52% (20/31). Eighty-two percent of the adolescents were satisfied with WeCan, which they perceived to have the advantages of being a lively format, attractive, and privacy, easy to operate, and improved attitude towards diabetes.

CONCLUSIONS

These findings suggest that WeCan demonstrated good feasibility among the target population. However, the efficacy of health-related outcomes needs to be clarified in future studies.

Can #chatsafe support parents and carers beyond Australia? A qualitative study

BACKGROUND

Rates of self-harm and suicide are rising for young people globally and many implicate social media in this problem. To address this concern and to increase the confidence of adults to communicate safely about suicide and social media with young people, the #chatsafe Guide for Parents and Carers was developed in Australia. With significant uptake of the resource among Australian adults, the aim of the current study was to update and contextualise the #chatsafe Guide for Parents and Carers for audiences in 15 countries globally. To improve the relevance of this resource for parents and carers in these countries, the present study sought to understand the concerns held by parents, carers and suicide prevention professionals around the world about these topics and to explore the extent to which a resource such as #chatsafe would be helpful within their communities.

METHODS

Seven focus groups were conducted via Zoom with parents, carers and suicide prevention professionals (n = 40) from 15 countries. Transcribed data were coded and thematically analysed using both inductive and deductive processes.

RESULTS

Six themes are reported: (1) Two scary 'S' words; (2) Country and culture impact who talks (or is silent) about self-harm and suicide; (3) The need for a protective social ecosystem; (4) #chatsafe is a tool that can help parents, carers and young people worldwide; (5) #chatsafe should consider local context and end users to improve its relevance for parents and carers worldwide; and (6) A range of marketing and dissemination strategies are needed to reach adults with #chatsafe information. Findings of this study informed the update and contextualisation of the #chatsafe Guide for Parents and Carers for adult audiences in 15 countries.

CONCLUSIONS

The findings from this study underscore a universal need for psychoeducation initiatives that provide adults with the skills and knowledge to support the mental health of young people, both online and offline, and that resources like #chastafe can play an important role in providing reliable information about these topics to adults across a range of cultures and contexts.

New Brunswick's mental health action plan: A quantitative exploration of program efficacy in children and youth using the Canadian Community Health Survey

In 2011, the New Brunswick government released the New Brunswick Mental Health Action Plan 2011-2018 (Action Plan). Following the release of the Action Plan in 2011, two progress reports were released in 2013 and 2015, highlighting the implementation status of the Action Plan. While vague in their language, these reports indicated considerable progress in implementing the Action Plan, as various initiatives were undertaken to raise awareness and provide additional resources to facilitate early prevention and intervention in children and youth. However, whether these initiatives have yielded measurable improvements in population-level mental health outcomes in children and youth remains unclear. The current study explored the impact of the Action Plan by visualizing the trend in psychosocial outcomes and service utilization of vulnerable populations in New Brunswick before and after the implementation of the Action Plan using multiple datasets from the Canadian Community Health Survey. Survey-weighted ordinary least square regression analyses were performed to investigate measurable improvements in available mental health outcomes. The result revealed a declining trend in the mental wellness of vulnerable youth despite them consistently reporting higher frequencies of mental health service use. This study highlights the need for a concerted effort in providing effective mental health services to New Brunswick youth and, more broadly, Canadian youth, as well as ensuring rigorous routine outcome monitoring and evaluation plans are consistently implemented for future mental health strategies at the time of their initiation.

Outcomes of Best-Practice Guided Digital Mental Health Interventions for Youth and Young Adults with Emerging Symptoms: Part I. A Systematic Review of Socioemotional Outcomes and Recommendations

Youth-specific digital mental health interventions (DMHI) represent an emerging field of study, and aim to increase access, improve socioemotional outcomes, and, where required, support triage to targeted interventions. However, prior reviews have reported inconsistent findings on the clinical effectiveness of such interventions in young adults (12-25 years). Further, shortfalls remain for the impact of guided interventions based on the mode of delivery and the type of human support personnel (e.g., professional or peer) guiding the intervention. In response, this systematic review, co-designed with Australia's leading mental health organization, aims to assess the effectiveness of guided digital programs in improving youth socioemotional outcomes. Included studies involve young people experiencing mental ill-health, receiving brief (i.e., 1-12 sessions), digitally delivered (at least partially) psychological interventions that were guided or partially guided, tested in a type of experimental study, with a socioemotional outcome. Specific socioemotional outcomes examined were depression, anxiety, stress, wellbeing, mindfulness, and quality of life. A systematic search of the contemporary published and grey literature identified 22,482 records with 32 relevant records published between 2018 and 2023. A narrative synthesis guided integration of findings. Results demonstrated strong evidence for the effectiveness of guided interventions on socioemotional outcomes (i.e., depression, anxiety, stress) yet these effects were short-lived. When factoring in the use of different control groups (i.e., active vs. inactive), inconsistent effects were observed for the socioemotional outcomes of depression, anxiety, and stress. The mode of delivery (i.e., asynchronous, synchronous, combined) and the type of human support personnel did not appear to impact socioemotional outcomes. Results indicate efficacious brief digital interventions for depression and anxiety include refresher/follow-up content, goal setting content, and relapse prevention content. In contrast, poor efficacy is associated with interventions that include homework tasks, self-monitoring, and log-keeping content.PROSPERO, ID CRD42023405812.

Muslim experiences and Islamic perspectives on suicide: a qualitative analysis of fatwa inquiries

Suicide is a rising global public health challenge. Yet, the determinants and magnitude of the problem are understudied in both Muslim-majority countries and Muslim diaspora communities. The overall rarity of suicide events compounded by poor reporting complicates the study of suicide among Muslims. Results across studies are inconsistent and data remains limited due to a myriad of factors. Against this backdrop, this study takes a novel approach to examining the relationship between suicide, Islam, and Muslim cultures through a qualitative analysis of Muslim scholarly responses to suicide-related inquiries (fatwas). The study includes 122 fatwas extracted from Arabic and English fatwa databases based in the Middle East and North America. Through a general inductive approach, both the questions and the answers of each fatwa were analyzed for recurring themes. The analysis yielded four main themes: (1) risk and protective factors; (2) post-suicide matters; (3) prevention; and (4) worldview and conceptualization. The significance and implications of each of these themes are explored in order to advance the understanding of lived experiences, risk factors, and prevention of suicidality in Muslim populations.

"Can Anyone Tell Me…". Online Health Communities in Diabetes Self-Management in Poland and Italy

This paper contributes to the debate about the role of Online Health Communities (OHCs) in the healthcare system by concentrating on the kind of information sought and shared by their members. The paper focuses on OHCs for diabetes and discusses the main findings of a qualitative study conducted in Italy and Poland. The Uses and Gratifications approach informed the study, while content analysis was used to perform the analysis. The findings show that OHCs' role goes beyond information and emotional support, which relies on expertise by experience. Indeed, the lack of basic knowledge constituting the essential diabetes literacy for self-management was partially compensated by peer exchange in the OHCs. This raises at least two problems: quality and reliability of the information shared online, and consequences in terms of the equity that a healthcare system provides.

Examining the Effectiveness of a Digital Media Campaign at Reducing the Duration of Untreated Psychosis in New York State: Results From a Stepped-wedge Randomized Controlled Trial

BACKGROUND AND HYPOTHESIS

Longer duration of untreated psychosis (DUP) predicts worse outcomes in First Episode Psychosis (FEP). Searching online represents one of the first proactive step toward treatment initiation for many, yet few studies have informed how best to support FEP youth as they engage in early online help-seeking steps to care.

STUDY DESIGN

Using a stepped-wedge randomized design, this project evaluated the effectiveness of a digital marketing campaign at reducing DUP and raising rates of referrals to FEP services by proactively targeting and engaging prospective patients and their adult allies online.

STUDY RESULTS

Throughout the 18-month campaign, 41 372 individuals visited our website, and 371 advanced to remote clinical assessment (median age = 24.4), including 53 allies and 318 youth. Among those assessed (n = 371), 53 individuals (14.3%) reported symptoms consistent with psychotic spectrum disorders (62.2% female, mean age 20.7 years) including 39 (10.5%) reporting symptoms consistent with either Clinical High Risk (ie, attenuated psychotic symptoms; n = 26) or FEP (n = 13). Among those with either suspected CHR or FEP (n = 39), 20 (51.3%) successfully connected with care. The campaign did not result in significant differences in DUP.

CONCLUSION

This study highlights the potential to leverage digital media to help identify and engage youth with early psychosis online. However, despite its potential, online education and professional support alone are not yet sufficient to expedite treatment initiation and reduce DUP.

Breaking down barriers to mental healthcare access in prison: a qualitative interview study with incarcerated males in Norway

BACKGROUND

Mental health problems are highly prevalent in prison populations. Incarcerated persons generally come from disadvantaged backgrounds and are living under extraordinary conditions while in prison. Their healthcare needs are complex compared to the general population. Studies have found that incarcerated individuals are reluctant to seek help and that they experience challenges in accessing mental healthcare services. To some extent, seeking treatment depends on the degree of fit between potential users and health services, and actual use might be a better indication of accessibility than the fact that services are available. This study aimed to explore individual and systemic facilitators and barriers to accessing mental healthcare in a prison context.

METHODS

An analytical approach drawing on elements of constructivist Grounded theory was the methodological basis of this study. Fifteen male participants were recruited from three prisons in Northern Norway. Data was collected through in-depth interviews on topics such as help-seeking experiences, perceived access to services and availability of health information.

RESULTS

We found that distrust in the system, challenges with the referral routines, worries about negative consequences, and perceived limited access to mental healthcare were barriers to help-seeking among incarcerated individuals. How prison officers, and healthcare personnel respond to incarcerated persons reporting mental distress could also be critical for their future willingness to seek help. Providing information about mental health and available services, initiating outreaching mental health services, and integrating mental health interventions into treatment programs are examples of efforts that might reduce barriers to accessing services.

CONCLUSIONS

Facilitating access to mental health services is crucial to accommodate the mental health needs of those incarcerated. This study provides insights into the complex interplay of individual, social and systemic factors that may contribute to the utilization of mental health care among incarcerated persons. We suggest that correctional and healthcare systems review their practices to facilitate access to healthcare for people in prison.

The Role of Mental Health Stigma in University Students' Satisfaction With Web-Based Stress Management Resources: Intervention Study

BACKGROUND

University students frequently report elevated levels of stress and mental health difficulties. Thus, the need to build coping capacity on university campuses has been highlighted as critical to mitigating the negative effects of prolonged stress and distress among students. Since the COVID-19 pandemic, web-based stress management resources such as infographics and web-based workshops have been central to supporting university students' mental health and well-being. However, there is a lack of research on students' satisfaction with and uptake of these approaches. Furthermore, mental health stigma has been suggested to have not only fueled the emergence of these web-based approaches to stress management but may also influence students' help-seeking behaviors and their satisfaction with and uptake of these resources.

OBJECTIVE

This study explored potential differences in students' satisfaction and strategy use in response to an interactive infographic (an emerging resource delivery modality) presenting stress management strategies and a web-based workshop (a more common modality) presenting identical strategies. This study also examined the relative contribution of students' strategy use and family-based mental health stigma in predicting their sustained satisfaction with the 2 web-based stress management approaches.

METHODS

University students (N=113; mean age 20.93, SD 1.53 years; 100/113, 88.5% women) completed our web-based self-report measure of family-based mental health stigma at baseline and were randomly assigned to either independently review an interactive infographic (n=60) or attend a synchronous web-based workshop (n=53). All participants reported their satisfaction with their assigned modality at postintervention (T1) and follow-up (T2) and their strategy use at T2.

RESULTS

Interestingly, a 2-way mixed ANOVA revealed no significant group × time interaction or main effect of group on satisfaction. However, there was a significant decrease in satisfaction from T1 to T2, despite relatively high levels of satisfaction being reported at both time points. In addition, a 1-way ANOVA revealed no significant difference in strategy use between groups. Results from a hierarchical multiple regression revealed that students' strategy use positively predicted T2 satisfaction in both groups. However, only in the web-based workshop group did family-based mental health stigma predict T2 satisfaction over and above strategy use.

CONCLUSIONS

While both approaches were highly satisfactory over time, findings highlight the potential utility of interactive infographics since they are less resource-intensive than web-based workshops and students' satisfaction with them is not impacted by family-based mental health stigma. Moreover, although numerous intervention studies measure satisfaction at a single time point, this study highlights the need for tracking satisfaction over time following intervention delivery. These findings have implications for student service units in the higher education context, emphasizing the need to consider student perceptions of family-based mental health stigma and preferences regarding delivery format when designing programming aimed at bolstering students' coping capacity.

Potential mental health-related harms associated with the universal screening of anxiety and depressive symptoms in Australian secondary schools

BACKGROUND

Anxiety and depressive disorders typically emerge in adolescence and can be chronic and disabling if not identified and treated early. School-based universal mental health screening may identify young people in need of mental health support and facilitate access to treatment. However, few studies have assessed the potential harms of this approach. This paper examines some of the potential mental health-related harms associated with the universal screening of anxiety and depression administered in Australian secondary schools.

METHODS

A total of 1802 adolescent students from 22 secondary schools in New South Wales, Australia, were cluster randomised (at the school level) to receive either an intensive screening procedure (intervention) or a light touch screening procedure (control). Participants in the intensive screening condition received supervised self-report web-based screening questionnaires for anxiety, depression and suicidality with the follow-up care matched to their symptom severity. Participants in the light touch condition received unsupervised web-based screening for anxiety and depression only, followed by generalised advice on help-seeking. No other care was provided in this condition. Study outcomes included the increased risk of anxiety, depression, psychological distress, decreased risk of help-seeking, increased risk of mental health stigma, determined from measures assessed at baseline, 6 weeks post-baseline, and 12 weeks post-baseline. Differences between groups were analysed using mixed effect models.

RESULTS

Participants in the intensive screening group were not adversely affected when compared to the light touch screening condition across a range of potential harms. Rather, participants in the intensive screening group were found to have a decreased risk of inhibited help-seeking behaviour compared to the light touch screening condition.

CONCLUSIONS

The intensive screening procedure did not appear to adversely impact adolescents' mental health relative to the light touch procedure. Future studies should examine other school-based approaches that may be more effective and efficient than universal screening for reducing mental health burden among students. Trial registration Australian and New Zealand Clinical Trials Registry (ACTRN12618001539224) https://anzctr.org.au/Trial/Registration/TrialReview.aspx?id=375821 .

Help-Seeking and Barriers to Service Use amongst Men with Past-Year Suicidal Ideation and not in Contact with Mental Health Services

OBJECTIVE

Men are less likely than women to engage with formal mental health services for suicidality. We describe the sources of support, barriers to service use, and coping strategies of men with past-year suicidal ideation who are not receiving formal mental health services.

METHOD

Australian men experiencing past-year suicidal ideation who also did not receive formal mental health services within the past year (n = 176) completed a survey that assessed help-seeking behaviors, coping strategies and styles, use of general services, barriers to service use, and individual-level characteristics. Analyses included descriptive statistics and bivariate analyses.

RESULTS

The most common type of support was self-help resources, and self-reliance was the most common barrier to formal mental health service use. Most participants had seen a GP for non-mental-health-related reasons in the past year. Men who did not seek any help for their suicidality experienced lower instrumental barriers and perceived need for support, and lower levels of certain coping styles. Limitations included a cross-sectional design and small sample size.

CONCLUSION

The current study provides insight into the help-seeking experiences of men with past-year suicidality and not receiving formal mental health services. The findings suggest it may be helpful to improve the linkage between online and informal sources of support and evidence-based interventions.

Innovations in Medicine: Exploring ChatGPT's Impact on Rare Disorder Management

Artificial intelligence (AI) is rapidly transforming the field of medicine, announcing a new era of innovation and efficiency. Among AI programs designed for general use, ChatGPT holds a prominent position, using an innovative language model developed by OpenAI. Thanks to the use of deep learning techniques, ChatGPT stands out as an exceptionally viable tool, renowned for generating human-like responses to queries. Various medical specialties, including rheumatology, oncology, psychiatry, internal medicine, and ophthalmology, have been explored for ChatGPT integration, with pilot studies and trials revealing each field's potential benefits and challenges. However, the field of genetics and genetic counseling, as well as that of rare disorders, represents an area suitable for exploration, with its complex datasets and the need for personalized patient care. In this review, we synthesize the wide range of potential applications for ChatGPT in the medical field, highlighting its benefits and limitations. We pay special attention to rare and genetic disorders, aiming to shed light on the future roles of AI-driven chatbots in healthcare. Our goal is to pave the way for a healthcare system that is more knowledgeable, efficient, and centered around patient needs.

The Urgent Need for an Evidence-Based Digital Mental Health Practice Model of Care for Youth

Australian providers of mental health services and support for young people include private and public allied health providers, government initiatives (eg, headspace), nongovernment organizations (eg, Kids Helpline), general practitioners (GPs), and the hospital system. Over 20 years of research has established that many young people prefer to seek mental health support online; however, clear client pathways within and between online and offline mental health services are currently lacking. The authors propose a Digital Mental Health Practice model of care for youth to assist with digital mental health service mapping. The proposed model offers accessible pathways for a client to engage with digital mental health services, provides clear navigation to access support for individual needs, and facilitates a seamless connection with offline mental health services using a transferable electronic health records system. This future-looking model also includes emerging technologies, such as artificial intelligence and the metaverse, which must be accounted for as potential tools to be leveraged for digital therapies and support systems. The urgent need for a user-centered Digital Mental Health Practice model of care for youth in Australia is discussed, highlighting the shortcomings of traditional and existing online triage models evident during the COVID-19 pandemic, and the complex challenges that must be overcome, such as the integration of diverse mental health care providers and establishment of a robust electronic health records system. Potential benefits of such a model include reduced pressure on emergency rooms, improved identification of immediate needs, enhanced referral practices, and the establishment of a cost-efficient national digital mental health care model with global applicability. The authors conclude by stressing the consequences of inaction, warning that delays may lead to more complex challenges as new technologies emerge and exacerbate the long-term negative consequences of poor mental health management on the economic and biopsychosocial well-being of young Australians.

"Influencing the influencers:" a field experimental approach to promoting effective mental health communication on TikTok

A substantial body of social scientific research considers the negative mental health consequences of social media use on TikTok. Fewer, however, consider the potentially positive impact that mental health content creators ("influencers") on TikTok can have to improve health outcomes; including the degree to which the platform exposes users to evidence-based mental health communication. Our novel, influencer-led approach remedies this shortcoming by attempting to change TikTok creator content-producing behavior via a large, within-subject field experiment (N = 105 creators with a reach of over 16.9 million viewers; N = 3465 unique videos). Our randomly-assigned field intervention exposed influencers on the platform to either (a) asynchronous digital (.pdf) toolkits, or (b) both toolkits and synchronous virtual training sessions that aimed to promote effective evidence-based mental health communication (relative to a control condition, exposed to neither intervention). We find that creators treated with our asynchronous toolkits-and, in some cases, those also attending synchronous training sessions-were significantly more likely to (i) feature evidence-based mental health content in their videos and (ii) generate video content related to mental health issues. Moderation analyses further reveal that these effects are not limited to only those creators with followings under 2 million users. Importantly, we also document large system-level effects of exposure to our interventions; such that TikTok videos featuring evidence-based content received over half a million additional views in the post-intervention period in the study's treatment groups, while treatment group mental health content (in general) received over three million additional views. We conclude by discussing how simple, cost-effective, and influencer-led interventions like ours can be deployed at scale to influence mental health content on TikTok.

Understanding How Youth Search for Mental Health Information Online: A Qualitative Descriptive Study

The objective of this study was to understand how youth search for mental health information online. Youth partners were engaged at the onset of the project and provided input throughout on the design, conduct and analysis. Individual, semi-structured interviews with Canadian youth with experience searching for mental health information online were conducted. Data collection and reflexive thematic analysis proceeded concurrently. Fourteen youth were interviewed. Four main themes related to how youth search online emerged: mind-set shapes the search process; external factors shape the search process; key attributes of helpful information; and cues affecting trustworthiness of online information. Findings can inform the development of youth-friendly online mental health information that is perceived as helpful and trustworthy by youth. Ensuring youth have access to quality online mental health information, accessible to how they search for it, is critical to the mental health and development of youth.

Social media impact on psychological well-being-A cross-sectional study among the adolescents of Odisha

Background

Psychological well-being encapsulates positive dimensions, encompassing an individual's sense of mastery, autonomy, personal growth, and a profound connection with purpose and meaning in life. In the domain of mental well-being, research indicates that social media yields consequential outcomes, contributing to elevated levels of well-being, life satisfaction, and social support. The engagement of adolescents with social networking sites serves as a facilitator in fortifying existing friendships and cultivating new connections through online platforms. This, in consequence, alleviates social isolation and loneliness, thereby fostering a discernible enhancement in the mental health of adolescents.

Method

The study was conducted among 120 undergraduate students studying in different colleges of Bhubaneswar, Odisha. The study was based on a 2 (social media use) ×2 (gender) factorial design with independent variables being the social media use (high use and low use) and gender (boys and girls) of the undergraduate students. All of the adolescents were in the age group of 17-19 years. Subjects were randomly selected from different undergraduate colleges of Bhubaneswar, Odisha. Data analysis was performed using the IBM SPSS Statistics software version 21.

Results

The sample consisted of 120 students from different colleges of Bhubaneswar, Odisha. Comparisons of psychological well being mean scores of subjects indicated that high social media use had higher psychological well being than their low social media use among the counterparts. Psychological well being scores of the boys was found to be higher than girls, indicating that boys were psychologically healthier than their girl counterparts.

Conclusion

The finding of this study revealed that higher social media users had better perceived social support than lower social media users. Comparison of mean scores disclosed that boys and higher social media users had better psychological well-being than girls and lower social media users respectively. Social media is linked to social support and psychological wellbeing among the college students. This information will provide information to psychologists and public health specialist guiding their work with college students.

Mental Telehealth Utilization Patterns Among High School Students from Racial and Ethnic Minority Backgrounds Affected by Violence and Substance Use

BACKGROUND

Recent data show high school students from racial and ethnic minority (REM) backgrounds in the United States confront a twofold challenge, marked by the highest rates of firearm-related homicides since 1994 and increased youth substance use. The pandemic increased online and telehealth usage opportunities for at-risk REM youth. Therefore, this study investigated (1) the frequency and prevalence of co-occurring youth violence and substance use among REM adolescents, (2) racial/ethnic, age, and natal sex (as gender data was not collected) differences in patterns and trends in co-occurring youth violence and substance use among REM adolescents, and (3) the relationship between these syndemic issues and REM adolescent mental telehealth use during the pandemic.

METHODS

Data was sourced from a nationally representative sample of U.S. 9th-12th students (n = 3241) who completed the CDC's 2021 Adolescent and Behavioral Experiences Survey (ABES). Using univariate (frequency distribution), bivariate (Pearson's chi-squared test), and multivariate logistic regression models, we examined seven violence victimization outcomes, four violence perpetration outcomes, two family violence outcomes, and six substance use outcomes and their associations with telehealth use for mental health (dependent variable) among REM adolescents.

RESULTS

This sample was primarily female (50.7%), Black or African American (48.3%), Hispanic or Latinx (20.6%), and identified as straight or heterosexual (69.5%). The study found significant sex-based differences in violence perpetration/victimization, substance use, and telehealth use for mental health. In general, mental telehealth use was significantly associated with substance use among REM adolescents (cigarette smoking, vaping, alcohol, marijuana, prescription meds, and illicit drug use) (p-value = .001). Mental telehealth use was also significantly associated with all peer and family violence outcomes (p < 0.001). Controlling for covariates, gun carrying was associated with 4.8 times higher odds of using mental telehealth. Students in a physical fight or carrying a weapon (gun, knife, or club) on school property had 2.45 times and 8.09 times the odds of utilizing mental telehealth. Bullied students were 2.5 times more likely to use mental telehealth (p-value < 0.05). Illicit drug use (cocaine, heroin, methamphetamines, and ecstasy) was associated with a higher likelihood of mental telehealth use (AOR = 1.3, p-value = .05).

CONCLUSION

Our results suggest crucial insights for shaping violence and substance use prevention strategies, with implications for the future of online and telehealth behavioral services. Mental telehealth help-seeking emerges as a crucial avenue for supporting adolescents affected by violence and substance use, especially when they face obstacles to accessing traditional services. It can work in tandem with in-person services to address these challenges.

Social media and postsecondary student adoption of mental health labels: protocol for a scoping review

INTRODUCTION

Many postsecondary students use social media at an age when mental health issues often arise for the first time. On social media, students describe their mental states or social interactions using psychiatric language. This is a process of mental health labelling as opposed to receiving a formal diagnosis from a psychiatrist. Despite substantial literature on psychiatric labelling effects such as stigma, little research has addressed the mechanisms and effects of labelling through social media. Our objective is to summarise the existing evidence to address this gap.

METHODS AND ANALYSIS

This review includes articles in English published since 1995 on how postsecondary students interact with mental health labels in their use of social media. We will consider empirical studies and theses. The search strategy includes SCOPUS, PubMed, OVID MEDLINE (to access APA PsycINFO), Web of Science and ProQuest Global Dissertations and Theses. This scoping review follows the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extensions for protocols and Scoping Reviews guidelines. The artificial intelligence application, Connected Papers, will assist in identifying additional references. The outcomes of interest are labelling by self or others and changes in self-concept and presentation associated with these labels. Two researchers will independently identify the included studies and extract data, solving disagreements with a third opinion. We will produce tables and narrative descriptions of the operationalisation and measurement methods of labelling and social media use, reported effects and uses of labelling, and explanatory mechanisms for the adoption of labels.

ETHICS AND DISSEMINATION

This literature review does not require ethics approval. The researchers will present their findings for publication in an open-access peer-reviewed journal and at student/scientific conferences. Potential knowledge users include university students, social media users, researchers, mental health professionals and on-campus mental health services.

Effectiveness of Online and Remote Interventions for Mental Health in Children, Adolescents, and Young Adults After the Onset of the COVID-19 Pandemic: Systematic Review and Meta-Analysis

BACKGROUND

The prevalence of mental illness increased in children, adolescents, and young adults during the COVID-19 pandemic, while at the same time, access to treatment facilities has been restricted, resulting in a need for the quick implementation of remote or online interventions.

OBJECTIVE

This study aimed to give an overview of randomized controlled studies examining remote or online interventions for mental health in children, adolescents, and young adults and to explore the overall effectiveness of these interventions regarding different symptoms.

METHODS

A systematic literature search was conducted according to PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analysis) guidelines using PubMed, PsycInfo, Psyndex, Embase, and Google Scholar. A meta-analysis was conducted using a random effects model to calculate overall effect sizes for interventions using standardized mean differences (SMDs) for postintervention scores.

RESULTS

We identified 17 articles with 8732 participants in the final sample, and 13 were included in the quantitative analysis. The studies examined different digital interventions for several outcomes, showing better outcomes than the control in some studies. Meta-analyses revealed significant medium overall effects for anxiety (SMD=0.44, 95% CI 0.20 to 0.67) and social functioning (SMD=0.42, 95% CI -0.68 to -0.17) and a large significant effect for depression (SMD=1.31, 95% CI 0.34 to 2.95). In contrast, no significant overall treatment effects for well-being, psychological distress, disordered eating, and COVID-19-related symptoms were found.

CONCLUSIONS

The qualitative and quantitative analyses of the included studies show promising results regarding the effectiveness of online interventions, especially for symptoms of anxiety and depression and for training of social functioning. However, the effectiveness needs to be further investigated for other groups of symptoms in the future. All in all, more research with high-quality studies is required.

Evaluation of an online suicide prevention campaign targeting men

BACKGROUND

Men are at elevated risk of suicide compared to women. Adherence to traditional norms of masculinity can interfere with potential protective factors such as openness to talk and seeking social support, which can contribute to the increased suicide risk. An online public health campaign was developed to improve mental health among men and tackle the stigma surrounding it. This study aimed at examining whether the online suicide prevention campaign targeting men increased openness to talk about emotions and help-seeking behavior and decreased hopelessness and adherence to traditional gender norms concerning self-reliance.

METHOD

250 men (18+) from Flanders (Belgium) were recruited online and given access to the campaign website for a period of 3 days. Before and after viewing the campaign website, participants were asked to complete an online survey.

RESULTS

Viewing the campaign was associated with a small increase in help-seeking intention when experiencing suicidal thoughts. Among men who reported mental health problems, a small increase in openness to communicating and expressing emotions was found after viewing the campaign. In general, participants evaluated the campaign positively.

CONCLUSION

This study demonstrated the potential beneficial impact of an online prevention campaign specifically targeting men on health behaviors that may protect against suicidal behavior.

Review: Crisis responses for children and young people - a systematic review of effectiveness, experiences and service organisation (CAMH-Crisis)

BACKGROUND

In England, one in six children aged 5-19 has a probable diagnosable mental health disorder. This is a major public health problem, with multiple agencies adopting varying approaches to care delivery for children and young people (CYP) in crisis.

OBJECTIVES

To examine the organisation of crisis services across education, health, social care and voluntary sectors; the experiences and perceptions of CYP, families and staff; the effectiveness of current approaches to care and the goals of crisis intervention.

METHODS

A systematic review of all relevant English language evidence regarding the provision and receipt of crisis support for CYP aged 5-25 (PROSPERO-CRD42019160134). Seventeen databases were searched from 1995 to 2021 and relevant UK-only grey literature was identified. Critical appraisal was conducted using appropriate design specific appraisal tools. A narrative approach to synthesis was conducted.

RESULTS

In total, 138 reports (48 reports covering 42 primary research studies; 36 reports covering 39 descriptive accounts of the organisation services and 54 UK-only grey literature reports) were included. The evidence suggests that crisis services were organised as follows: triage/assessment-only, digitally mediated support approaches, and intervention approaches and models. When looking at experiences of crisis care, four themes were identified: (a) barriers and facilitators to seeking and accessing appropriate support; (b) what children and young people want from crisis services; (c) children's, young people's and families' experiences of crisis services; and (d) service provision. In determining effectiveness, the findings are summarised by type of service and were generated from single heterogenous studies. The goals of crisis services were identified.

DISCUSSION

Despite a lack of high-quality international studies, findings suggest that support prior to reaching crisis point is important. From this work, various aspects of crisis care have been identified that can be incorporated into existing services across education, health, social care and the voluntary sector.

Mixed-Methods Examination of Adolescent-Reported Barriers to Accessing Mental Health Services

PURPOSE

Many adolescents struggle to access the mental healthcare they need. To increase access to mental health services, we must have a clear understanding of the barriers adolescents face from their own perspectives. This online mixed-methods study aimed to enhance understanding of access barriers by centering the perspectives of diverse adolescents who had recently tried and failed to access mental health support.

METHODS

In this convergent parallel mixed-methods study, adolescents responded to a preintervention, open-ended question about barriers they have faced to accessing mental health services when they needed them and shared information about their background and depressive symptoms. Barriers were assessed using inductive, conventional content analysis. Quantitative analyses examined barrier differences across sociodemographic groups.

RESULTS

All adolescents (aged 11-17 years, 50% racially minoritized youth, 15% gender diverse youth, 64% LGBTQ + youth; 78% with clinically elevated depressive symptoms) reported at least one barrier to accessing mental health support, and 20% reported multiple barriers. Content analysis revealed 13 barrier categories, with parent-related barriers (three different categories) accounting for 32% of all barriers. The most common barrier categories related to personal and financial constraints. Asian adolescents, adolescents who were aged 17 years or more, and adolescents who reported uncertainty of their gender identity endorsed the numerically highest mean number of barriers to accessing mental health support.

DISCUSSION

High-symptom adolescents reported myriad barriers to accessing mental health support, with 32% of all barriers related to parents.

Factors associated with perceived helpfulness and use of mental health websites by Australian young adults with a family history of mental illness

Young adults with a family history of mental illness may be vulnerable to develop mental health conditions based on genetic and environmental features. This study aimed to explore factors associated with the use of mental health websites for young adults aged 18-30 years who reported a family history of mental illness. Young adults (n = 469) who reported a family history of mental illness completed an online survey regarding their use of mental health websites, demographic questionnaires and the Depression, Anxiety and Stress Scales. In total, 194 (41%) participants reported using mental health websites, with the majority using these for their own mental well-being (n = 156; 33%). Having a previous history of a mental health condition was associated with mental health website use, along with having a prior history of drug use and having more than one family member diagnosed with a mental illness.

Linguistic Variables and Gender Differences Within a Messenger-Based Psychosocial Chat Counseling Service for Children and Adolescents: Cross-Sectional Study

BACKGROUND

Text messaging is widely used by young people for communicating and seeking mental health support through chat-based helplines. However, written communication lacks nonverbal cues, and language usage is an important source of information about a person's mental health state and is known to be a marker for psychopathology.

OBJECTIVE

The aim of the study was to investigate language usage, and its gender differences and associations with the presence of psychiatric symptoms within a chat counseling service for adolescents and young adults.

METHODS

For this study, the anonymized chat content of a German messenger-based psychosocial chat counseling service for children and adolescents ("krisenchat") between May 2020 and July 2021 was analyzed. In total, 661,131 messages from 6962 users were evaluated using Linguistic Inquiry and Word Count, considering the following linguistic variables: first-person singular and plural pronouns, negations, positive and negative emotion words, insight words, and causation words. Descriptive analyses were performed, and gender differences of those variables were evaluated. Finally, a binary logistic regression analysis examined the predictive value of linguistic variables on the presence of psychiatric symptoms.

RESULTS

Across all analyzed chats, first-person singular pronouns were used most frequently (965,542/8,328,309, 11.6%), followed by positive emotion words (408,087/8,328,309, 4.9%), insight words (341,460/8,328,309, 4.1%), negations (316,475/8,328,309, 3.8%), negative emotion words (266,505/8,328,309, 3.2%), causation words (241,520/8,328,309, 2.9%), and first-person plural pronouns (499,698/8,328,309, 0.6%). Female users and users identifying as diverse used significantly more first-person singular pronouns and insight words than male users (both P<.001). Negations were significantly more used by female users than male users or users identifying as diverse (P=.007). Similar findings were noted for negative emotion words (P=.01). The regression model of predicting psychiatric symptoms by linguistic variables was significant and indicated that increased use of first-person singular pronouns (odds ratio [OR] 1.05), negations (OR 1.11), and negative emotion words (OR 1.15) was positively associated with the presence of psychiatric symptoms, whereas increased use of first-person plural pronouns (OR 0.39) and causation words (OR 0.90) was negatively associated with the presence of psychiatric symptoms. Suicidality, self-harm, and depression showed the most significant correlations with linguistic variables.

CONCLUSIONS

This study highlights the importance of examining linguistic features in chat counseling contexts. By integrating psycholinguistic findings into counseling practice, counselors may better understand users' psychological processes and provide more targeted support. For instance, certain linguistic features, such as high use of first-person singular pronouns, negations, or negative emotion words, may indicate the presence of psychiatric symptoms, particularly among female users and users identifying as diverse. Further research is needed to provide an in-depth look into language processes within chat counseling services.

Validity and reliability of the Arabic version of the population postpartum depression literacy scale (PoDLiS): a web-based survey in Saudi Arabia

BACKGROUND

Proper knowledge about postpartum depression (PPD) will help recognize symptoms and encourage women to seek the needed professional help. Until now, there has been a scarcity of research on the literacy level of PPD among the Saudi population and the factors affecting it. This study translated the Postpartum Depression Literacy Scale (PoDLiS) into Arabic and evaluated its psychometric properties. Furthermore, the Saudi population's mental health literacy for PPD and the factors associated with it were examined as a secondary objective.

METHODS

This cross-sectional study involved 2,336 participants selected via convenience sampling from all over Saudi Arabia, all of whom willingly agreed to participate. Data collection was done through an online questionnaire using Google Forms, covering sociodemographic characteristics and the Arabic PoDLiS.

RESULTS

The Arabic version of PoDLiS showed acceptable goodness-of-fit between the observed data and the resulting six-factor solution, RMSEA = 0.049, 90% confidence interval RMSEA (0.010-0.050), pCLOSE = 0.742, CFI = 0.962, TLI = 0.940, χ2(270) = 1576.12, p-value = 0.742. The total Cronbach's alpha (α) of the PoDLiS showed acceptable internal consistency, measuring at 0.742. High literacy was seen in married and young participants with a postgraduate degree and sufficient household income who have known someone with PPD. Significantly lower literacy was seen in male, non-Saudi participants and those residing in the central and northern regions of Saudi Arabia.

CONCLUSIONS

The Arabic version of the PoDLiS showed good psychometric properties, and it can be used to assess PPD literacy among perinatal women and to examine the impact of PPD awareness programs. Despite reporting relatively good PPD literacy in the Saudi population, there is a persistent gap in participants' beliefs about available professional help and the attitudes that facilitate recognizing PPD. Our findings highlight the importance of implementing public education campaigns to improve overall knowledge about PPD and promote prevention, early recognition, and treatment of PPD.

ChatGPT is not ready yet for use in providing mental health assessment and interventions

Background

Psychiatry is a specialized field of medicine that focuses on the diagnosis, treatment, and prevention of mental health disorders. With advancements in technology and the rise of artificial intelligence (AI), there has been a growing interest in exploring the potential of AI language models systems, such as Chat Generative Pre-training Transformer (ChatGPT), to assist in the field of psychiatry.

Objective

Our study aimed to evaluates the effectiveness, reliability and safeness of ChatGPT in assisting patients with mental health problems, and to assess its potential as a collaborative tool for mental health professionals through a simulated interaction with three distinct imaginary patients.

Methods

Three imaginary patient scenarios (cases A, B, and C) were created, representing different mental health problems. All three patients present with, and seek to eliminate, the same chief complaint (i.e., difficulty falling asleep and waking up frequently during the night in the last 2°weeks). ChatGPT was engaged as a virtual psychiatric assistant to provide responses and treatment recommendations.

Results

In case A, the recommendations were relatively appropriate (albeit non-specific), and could potentially be beneficial for both users and clinicians. However, as complexity of clinical cases increased (cases B and C), the information and recommendations generated by ChatGPT became inappropriate, even dangerous; and the limitations of the program became more glaring. The main strengths of ChatGPT lie in its ability to provide quick responses to user queries and to simulate empathy. One notable limitation is ChatGPT inability to interact with users to collect further information relevant to the diagnosis and management of a patient's clinical condition. Another serious limitation is ChatGPT inability to use critical thinking and clinical judgment to drive patient's management.

Conclusion

As for July 2023, ChatGPT failed to give the simple medical advice given certain clinical scenarios. This supports that the quality of ChatGPT-generated content is still far from being a guide for users and professionals to provide accurate mental health information. It remains, therefore, premature to conclude on the usefulness and safety of ChatGPT in mental health practice.

Digital mental health strategies used by young people in Aotearoa New Zealand during the COVID-19 pandemic: 'Just do it yourself, DIY'

Objective

With rising rates of mental health distress amongst youth during the COVID-19 pandemic, digital resources have been identified as a valuable tools for delivering support to young people. However, many of the websites and apps developed by professionals to support the youth do not take account of the importance young people place on exercising their own agency in managing their mental health. This article investigates how young people in Aotearoa New Zealand used digital resources to manage their mental health needs during the COVID-19 pandemic.

Methods

The study gathered information from semi-structured interviews with 34 young people aged 16-22 years. The data was analysed using reflexive thematic analysis.

Results

Six themes were identified including: searching for online information about mental health; evaluating digital mental health resources; controlling mood through online activity; looking for escape in the virtual world; staying connected online; and giving and receiving support.

Conclusion

Young people's practices demonstrated their investment in their own agency, a general reluctance to engage with professional resources and recognition of the need to balance the risks and benefits of the informal strategies they preferred. Young people appeared sceptical of professionally-designed mental health resources and interventions and preferred to adapt and re-purpose the wide range of platforms and networks available in their informal digital worlds.

Evaluation of a Low-Intensity Online Intervention (LiON) for Reducing Distress and Mental Health Symptoms in Young People

PURPOSE

Enhancing young people's mental health is crucial given that most adult mental disorders develop before age 24 years. However, it is unclear whether low-intensity interventions delivered online can be effective. This study aimed to provide preliminary evidence on whether a low-intensity online intervention (LiON) can effectively lower young people's distress levels and mental health symptoms.

METHODS

We compared the preintervention and postintervention changes in distress level and severity of depression and anxiety symptoms in 137 young people aged 15-24 years who used the LiON service with the three-month changes in a 1:1 propensity score-matched control group of community young people who did not use the service. They participated in one of the following modules for the first time: (1) sleep and relaxation, (2) stress-coping, and (3) problem-solving.

RESULTS

Participants who received LiON intervention (mean age 22.88 [standard deviation 3.67] years, 65.7% female) showed significantly greater reductions in distress level (Cohen's f2: 0.079), as well as the severity of depressive symptoms (Cohen's f2: 0.056) and anxiety symptoms (Cohen's f2: 0.044) compared to the control group.

DISCUSSION

The findings suggest that the LiON intervention has the potential to effectively reduce distress and mental health symptoms in young people. Future research should aim to confirm these findings through randomized controlled trials and explore the cost-effectiveness of the intervention.

Real-World Adoption of Mental Health Support Among Adolescents: Cross-Sectional Analysis of the California Health Interview Survey

OBJECTIVE

We aim to examine: (a) the extent to which patterns of adoption of counseling services and digital mental health interventions (DMHIs) shifted in recent years (2019-2021); (b) the impact of distress on adoption of mental health support; and (c) reasons related to adolescents' low adoption of DMHIs when experiencing distress.

METHODS

Data were from three cohorts of adolescents aged 12-17 years (n = 847 in 2019; n = 1,365 in 2020; n = 1,169 in 2021) recruited as part of the California Health Interview Survey. We estimated logistic regression models to examine the likelihood of using mental health support as a function of psychological distress, sociodemographic characteristics, and cohorts. We also analyzed adolescents' self-reported reasons for not trying DMHIs as a function of distress.

RESULTS

The proportion of adolescents reporting elevated psychological distress (∼50%) was higher than those adopting counseling services (<20%) or DMHIs (<10%). A higher level of distress was associated with a greater likelihood of receiving counseling (OR = 1.15), and using DMHIs to connect with a professional (Odds ratio (OR) = 1.11) and for self-help (OR = 1.17). Among those experiencing high distress, adolescents' top reason for not adopting an online tool was a lack of perceived need (19.2%).

CONCLUSION

Adolescents' main barriers to DMHI adoption included a lack of perceived need, which may be explained by a lack of mental health literacy. Thoughtful marketing and dissemination efforts are needed to increase mental health awareness and normalize adoption of counseling services and DMHIs.

Serving the Underserved? Uptake, Effectiveness, and Acceptability of Digital SSIs for Rural American Adolescents

OBJECTIVE

Rural teens are less likely to access care for depression than urban teens. Evidence-based digital single-session interventions (SSIs), offered via social media advertisements, may be well suited to narrowing this gap in treatment access and increasing access to support for adolescents living in rural areas. We evaluated the viability of using social media-based advertisements to equitably recruit adolescents living in rural areas with elevated depression symptoms to digital SSIs; we sought to characterize and assess whether SSI completion rates and acceptability differed for adolescents living in rural versus more urban areas, across three intervention conditions (two active, evidence-based SSIs; one placebo control); and we tested whether digital SSIs differentially reduced depressive symptoms.

METHOD

We used pre-intervention and three-month follow up data from 13- to 16-year-old adolescents (N = 2,322; 88% female; 55% non-Hispanic White) within a web-based randomized control trial of three free, digital SSIs (ClinicalTrials.gov identifier: NCT04634903) collected eight months into the COVID-19 pandemic in the United States.

RESULTS

Digital SSIs reached adolescents at population-congruent rates; however, social media ads resulted in relative underrepresentation of youths from rural areas who hold minoritized racial/ethnic identities. Adolescents living in rural areas also completed digital SSIs at similar rates to their urban peers, found SSIs equivalently as acceptable, and reported comparable depression symptom reductions as youth living in urban areas.

CONCLUSION

Digital SSIs and their dissemination through social media may offer a promising means of narrowing the gap between access to evidence-based mental health support between adolescents living in rural and urban areas; however, targeted efforts are warranted to reach racially minoritized youths in rural U.S. counties.

Utilizing User Preferences in Designing the AGILE (Accelerating Access to Gender-Based Violence Information and Services Leveraging on Technology Enhanced) Chatbot

INTRODUCTION

Technology advancements have enhanced artificial intelligence, leading to a user shift towards virtual assistants, but a human-centered approach is needed to assess for acceptability and effectiveness. The AGILE chatbot is designed in Kenya with features to redefine the response towards gender-based violence (GBV) among vulnerable populations, including adolescents, young women and men, and sexual and gender minorities, to offer accurate and reliable information among users.

METHODS

We conducted an exploratory qualitative study through focus group discussions (FGDs) targeting 150 participants sampled from vulnerable categories; adolescent girls and boys, young women, young men, and sexual and gender minorities. The FGDs included multiple inquiries to assess knowledge and prior interaction with intelligent conversational assistants to inform the user-centric development of a decision-supportive chatbot and a pilot of the chatbot prototype. Each focus group comprised 9-10 members, and the discussions lasted about two hours to gain qualitative user insights and experiences. We used thematic analysis and drew on grounded theory to analyze the data.

RESULTS

The analysis resulted in 14 salient themes composed of sexual violence, physical violence, emotional violence, intimate partner violence, female genital mutilation, sexual reproductive health, mental health, help-seeking behaviors/where to seek support, who to talk to, and what information they would like, features of the chatbot, access of chatbot, abuse and HIV, family and community conflicts, and information for self-care.

CONCLUSION

Adopting a human-centered approach in designing an effective chatbot with as many human features as possible is crucial in increasing utilization, addressing the gaps presented by marginalized/vulnerable populations, and reducing the current GBV epidemic by moving prevention and response services closer to people in need.

Capturing mood dynamics through adolescent smartphone social communication

Most adolescents with depression remain undiagnosed and untreated-missed opportunities that are costly from both personal and public health perspectives. A promising approach to detecting adolescent depression in real-time and at a large scale is through their social communication on the smartphone (e.g., text messages, social media posts). Past research has shown that language from online social communication reliably indicates interindividual differences in depression. To move toward detecting the emergence of depression symptoms intraindividually, the present study tested whether sentiment (i.e., words connoting positive and negative affect) from smartphone social communication prospectively predicted daily mood fluctuations in 83 adolescents (Mage = 16.49, 73.5% female) with a wide range of depression severity. Participants completed daily mood ratings across a 90-day period, during which 354,278 messages were passively collected from social communication apps. Greater positive sentiment (i.e., more positive weighted composite valence score and a greater proportion of words expressing positive sentiment) predicted more positive next-day mood, controlling for previous-day mood. Moreover, greater proportions of positive and negative sentiment were, respectively, associated with lower anhedonia and greater dysphoria symptoms measured at baseline. Exploratory analyses of nonaffective linguistic features showed that greater use of social engagement words (e.g., friends and affiliation) and emojis (primarily consisting of hearts) predicted more positive changes in mood. Collectively, findings suggest that language from smartphone social communication can detect mood fluctuations in adolescents, laying the foundation for language-based tools to identify periods of heightened depression risk. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Alone but together: Cloud-based commensality benefits physical and mental health

Cloud-based commensality refers to an eating scenario in which people are eating and videoconferencing with remote co-diners. We report two experiments designed to investigate whether cloud-based commensality can exert a positive effect on individuals' physical and mental health. In Experiment 1, the participants were asked to rate their expectations concerning their feelings when eating in the context of cloud-based commensality or solitary eating and to make food choices in each eating scenario. In Experiment 2, romantic couples were recruited to have meals in different eating scenarios in the laboratory and were asked to rate their emotions and close relationships. The results of the two experiments revealed that when engaging in cloud-based commensality, participants reduced their intake of meat dishes but did not increase their choices of meat dishes compared to solitary eating. Moreover, the results suggest that cloud-based commensality can alleviate negative feelings and promote positive emotions during periods of quarantine or non-quarantine and enhance close relationships for romantic couples. These findings demonstrate that cloud-based commensality is beneficial for individuals' physical and mental health and provide practical implications for utilizing social eating to promote healthy eating.

Development and pilot testing of an online training program for better use of internet to learn about depression and anxiety (BUILDA)

BACKGROUND

Depression and anxiety are common issues among college students in the United States. Although college students routinely use the Internet for information regarding their mental health, they might lack the digital health literacy required to search, evaluate, and use Internet resources.

MATERIALS AND METHODS

A web-based short training program with four modules aimed to improve mental health literacy and digital health literacy for Better Use of Internet to Learn about Depression and Anxiety (BUILDA). BUILDA was tested in a pilot study with 10 undergraduate students who completed the program and provided feedback via online surveys and exit interviews. Participants completed a pretest and a post-test, which included health literacy instruments and realistic case scenarios to assess student knowledge and ability to search and use Internet information on mental health topics. Descriptive analyses and paired t-tests were used.

RESULTS

Increased knowledge about mental health topics was observed in pilot participants, with improvement in mean values of depression literacy (P =. 01) and anxiety literacy (P =. 019) from pretest to post-test. Better Internet search performance was also observed as the number of participants who scored >90% in case scenarios increased from two pretest to five post-test. Students used more valid and reliable Internet resources after training, citing more government health agency websites (20% in the pretest and 25% in the post-test) and scholarly resources (6% in the pretest and 30% in the post-test). The pilot participants reported the BUILDA program was useful and provided minor suggestions regarding program improvement.

CONCLUSIONS

It was feasible to deliver a short training program via a simple website to help students develop mental health literacy and digital health skills.

Online interventions and virtual day centres for young people who use drugs: potential for harm reduction?

BACKGROUND

The methodological part of the large-scale study on the psychosocial distress of young people in Slovenia focused on vulnerable young people who use drugs and explored the potential of online interventions in harm reduction programmes. We looked at the needs of young people who, at the time of the research, were attending a virtual Discord day centre hosted by the DrogArt NGO or were involved in the organisation's other programmes. We explored young people's knowledge of online interventions, their satisfaction with them and the opportunities they offer for harm reduction programmes.

METHODS

The study used a qualitative methodology with a combination of deductive and inductive coding, and relied on framework analysis, 18 young people who had used drugs or had stopped using participated in the study. The inclusion criterion was a maximum age of 25 years. In-depth interviews were conducted with the young people, which lasted on average between one and a half and two hours.

RESULTS

The study showed the potential of online interventions, specifically the virtual day centre, which provide a safe and relaxed space for young people in the sample to meet and talk, which is accessible and where they feel welcome. Online interventions have also enabled some of the sample to engage in the 'offline' support types offered within the organisation. The main advantages of online interventions are seen by young people as being more 'geographically' accessible and more available during the COVID-19 epidemic. Online support suits some people because they can leave sessions more quickly and it is more informal, while others prefer it because of specific problems or difficulties, such as social anxiety.

CONCLUSIONS

The results show the relatively high potential of online interventions in harm reduction programmes, as well as more broadly for young people with various psychosocial difficulties and who, for example, do not use drugs. These types of support allow quick contact with a professional or peer and facilitate contact with a support programme. Young people are still poorly informed about the support programmes available in Slovenia and would like more information. Thus, in addition to developing and upgrading the network of programmes, we need to focus on providing information to young people through channels that are close to them and can reach them.

Associations between dimensions of mental health literacy and adolescent help-seeking intentions

BACKGROUND

The majority of long-term mental health problems begin during adolescence. Low mental health literacy (MHL) may impede help-seeking for these problems. Although MHL is a multidimensional construct and adolescent help-seeking can be through formal and informal means, little is known about how dimensions of MHL influence these help-seeking intentions. This study examines associations between dimensions of MHL and formal and informal help-seeking intentions among adolescents. It also investigates whether informal help-seeking mediates the association between dimensions of MHL and formal help-seeking, and whether these associations are moderated by gender.

METHODS

A cross-sectional survey including measures of MHL, and help-seeking intentions was distributed to participants in 10 schools (12-17 years) across Scotland (n = 734). Data were analysed using Confirmatory Factor Analyses (CFA) and Structural Equation Modelling (SEM).

RESULTS

Confirmatory Factor Analyses identified two distinct dimensions of MHL: ability to identify a mental health problem, and knowledge of treatment efficacy. Only knowledge of treatment efficacy was associated with increased intention to seek formal and informal help. Ability to identify a mental health problem was negatively associated with both forms of help-seeking intentions. Informal help-seeking mediated the association between both forms of MHL and formal help-seeking. Gender did not moderate the associations between MHL and help-seeking.

CONCLUSIONS

Care should be taken when providing MHL interventions to ensure that adaptive forms of MHL are promoted. Future research should investigate possible mechanisms by which discrete forms of MHL influence adolescent help-seeking as well as investigating other potential moderators of MHL and help-seeking, such as stigma.