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OBJECTIVE: Self-guided digital mental health interventions (DMHIs) teaching empirically supported skills (e.g. behavioral activation) have demonstrated efficacy for improving youth mental health, but we lack evidence for the complex skill of cognitive restructuring (CR). METHOD: We conducted the first-ever RCT testing a CR DMHI ("Project Think") against an active control (supportive therapy; "Project Share") in collaboration with public schools. Pre-registered outcomes were DMHI acceptability and helpfulness post-intervention, as well as internalizing symptoms and CR skills use from baseline to seven-month follow-up, in the full sample and the subsample with elevated symptoms. RESULTS: Participants (N = 597; MAge = 11.99; 48% female; 68% White) rated both programs highly on acceptability and helpfulness. Both conditions were associated with significant internalizing symptom reductions across time in both samples, with no significant condition differences. CR skills use declined significantly across time for Project Share youths but held steady across time for Project Think youths in both samples; this pattern produced a significant condition difference favoring Project Think within the elevated sample at seven-month follow-up. CONCLUSION: Internalizing symptoms declined comparably for Think and Share participants. Consequently, future research should examine whether encouraging youths to share their feelings produces symptom improvements, and whether a single-session, self-guided CR DMHI produces beneficial effects relative to more inert control conditions. Further, the decline in CR skills use for Project Share youths versus sustained CR use by Project Think youths raises questions about the natural time course of youths' CR use and the impact of these DMHIs on that course. ClinicalTrials.gov Registration: NCT04806321.
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Despite the well-known benefits of comprehensive sexual health education, the majority of school sexual health education curricula in the United States (U.S.) is non-comprehensive and excludes LGBTQ+ students. This exclusion may contribute to poor health outcomes in LGBTQ+ youth, with some research beginning to document these experiences and provide recommendations for curricula changes. Using a sample of LGBTQ+ youth across the U.S. (ages 13-17; N = 809), this study characterizes youths' sexual health education experiences and provides curricula recommendations using a mixed methods approach. Quantitative analyses revealed that LGBTQ+ content is often excluded from sexual health education, particularly topics surrounding sexual orientation and gender identity, which youth wanted to learn more about. Furthermore, participants identified several extracurricular sources of sexual health education, including online spaces, friends, and personal experiences, which were often preferred. Qualitative analyses suggested that LGBTQ+ youth described their sexual health education as exclusive of LGBTQ+ content, often being based in abstinence, religious principles, or described as oppressive (e.g. hearing LGBTQ+ negative remarks) or suppressive (e.g. skipping required LGBTQ+ content). LGBTQ+ youth also provided recommendations for future curricula. Findings can inform curricula development and implementation, as well as policy change, to ascertain that all youth have access to inclusive and comprehensive sexual health education.
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Brief, school-based mental health interventions hold promise for reducing barriers to mental health support access, a critical endeavor in light of increasing rates of mental health concerns among youth. However, there is no consensus on whether or not brief school-based interventions are effective at reducing mental health concerns or improving well-being. This systematic review and meta-analysis aims to provide consensus and determine directions for future work. Articles were included if they examined a brief (≤ four sessions or 240 min of intervention time) psychosocial intervention, were conducted within a Pre-K through 12th-grade school setting, included at least one treatment outcome evaluating mental health or well-being, and were published since 2000. A total of 6,702 papers were identified through database searching, of which 81 papers (k studies = 75) were ultimately selected for inclusion. A total of 40,498 students were included across studies and a total of 75 unique interventions were examined. A total of 324 effect sizes were extracted. On average, interventions led to statistically significant improvements in mental health/well-being outcomes versus control conditions up to one-month (g = .18, p = .004), six-month (g = .15, p = .006), and one-year (g = .10, p = .03) post-intervention. There may be benefits to brief school-based interventions from a preventative public health standpoint; future research may focus on how to optimize their real-world utility. Prospero pre-registration: CRD42021255079.
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This study investigated barriers and facilitators to mental health service use (e.g., interventions, educational programs) in caregivers of children with neurodevelopmental disorders and/or neurodevelopmental problems, as they experience high levels of distress and low help-seeking behaviour. Caregivers of children aged 0 to 12 with neurodevelopmental disorders and/or neurodevelopmental problems (N = 78) completed a mixed-method online survey about their mental health and service use. Caregiver-reported psychological distress and mental health service use were positively correlated. Most participants (66.2%) were above the clinical cut-off score for anxiety, depression, or caregiving stress; of these participants, 45.7% had not accessed mental health services for themselves within the past year. Lack of time and difficulties arranging childcare were noted barriers; patient-oriented suggestions for service improvement were provided. The findings add novel information on factors to increase mental health service use in this population. Recommendations for clinical practice for those practitioners who provide services for children with neurodevelopmental disorders and/or neurodevelopmental problems are included.
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Autistic youth experience elevated rates of co-occurring internalizing symptoms. Interventions to treat internalizing symptoms in autistic youth are almost uniformly costly and time-intensive, blunting dissemination of intervention and highlighting the need for scalable solutions. One promising option is a relatively new class of evidence-based treatments, single-session interventions (SSIs), however, no study has examined SSIs for depression symptoms in autistic youth. Participants included 40 autistic adolescents ranging in age from 11 to 16 (Mage = 14.22, Nmale = 32). Eligible youth who agreed to participate were randomized to either the active intervention (Project Personality), or an active control designed to mimic supportive therapy. Participants and their caregiver completed questionnaires immediately before, after, and three months post intervention. All participants completed the intervention independently and largely reported enjoying it. The intervention was delivered with 100% fidelity. Findings demonstrated improvements in perceived primary control, malleability of personality, and social competence relative to the active control group immediately post-intervention. Further, results revealed improvements in self-reported depression symptoms and parent reported emotional regulation at 3-month follow up. This study was the first to assess a GM-SSI designed to treat depression symptoms in autistic adolescents. Results indicated improvements in perceived control immediately post-intervention and downstream improvements in depression. Nonetheless, we did not find improvements in symptoms of anxiety, suggesting that autistic adolescents may require modifications to the intervention to maximize benefit. Findings demonstrate the utility of GM-SSI for internalizing symptoms for autistic youth and hold considerable promise as a low-intensity and scalable intervention.
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Depression is a major public health problem among adolescents and preadolescents in the United States. Clinical scientists have spent considerable resources designing and testing depression interventions. Some programs can prevent and reduce depression to a modest degree,1 while others show null or potentially adverse impacts on youth mental health.2 However, due to low access to treatment for depression (more than 50% of adolescents with depression symptoms never access treatment at all3) and the heterogeneity of depressive symptoms, no interventions have led to meaningful declines in the overall burdens of depression for adolescents.4 In high school students, rates of self-reported persistent feelings of sadness or hopelessness and suicidal thoughts and behaviors increased between 2011 and 2021 in the United States.5 Status quo approaches are unlikely to sustainably improve adolescent depression. We propose that a critical and often overlooked contributor to this shortfall is youth autonomy-a key, developmentally aligned need for adolescents-to reduce rates of depression at the population level. During adolescence, individuals begin to separate from their parents, guardians, and caregivers (hereafter caregivers) and make decisions independently. This process is critical for healthy identity formation, self-efficacy, and mental health, including prevention and reduction of depression.6 Youth autonomy is among myriad multilevel factors (eg, social connectedness, food and housing insecurity, adversity exposure) relevant to depression trajectories. However, in contrast to many social and structural contributors to depression, perceived autonomy of youths is relatively modifiable through individual-level intervention, making it a promising intervention target. The psychosocial importance of youth autonomy stands in sharp contrast to modern policies and structures that undermine youth independence and control-including within many existing depression interventions.
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OBJECTIVE: More than 200 million children and adolescents live in countries affected by violent conflict, are likely to have complex mental health needs, and struggle to access traditional mental health services. Digital mental health interventions have the potential to overcome some of the barriers in accessing mental health support. We performed a scoping review to map existing digital mental health interventions relevant for children and adolescents affected by war, to examine the strength of the evidence base, and to inform the development of future interventions. METHOD: Based on a pre-registered strategy, we systematically searched MEDLINE, Embase, Global Health, APA PsychInfo, and Google Scholar from the creation of each database to September 30, 2022, identifying k = 6,843 studies. Our systematic search was complemented by extensive consultation with experts from the GROW Network. RESULTS: The systematic search identified 6 relevant studies: 1 study evaluating digital mental health interventions for children and adolescents affected by war, and 5 studies for those affected by disasters. Experts identified 35 interventions of possible relevance. The interventions spanned from universal prevention to specialist-guided treatment. Most interventions directly targeted young people and parents or carers/caregivers and were self-guided. A quarter of the interventions were tested through randomized controlled trials. Because most interventions were not culturally or linguistically adapted to relevant contexts, their implementation potential was unclear. CONCLUSION: There is very limited evidence for the use of digital mental health interventions for children and adolescents affected by war at present. The review provides a framework to inform the development of new interventions. DIVERSITY & INCLUSION STATEMENT: We actively worked to promote sex and gender balance in our author group. STUDY PREREGISTRATION INFORMATION: Digital mental health interventions for children and young people affected by war: a scoping review; https://osf.io/; hrny9.
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This commentary addresses the challenges in identifying consistent moderators and mediators of psychological treatments for eating disorders (EDs), as highlighted by McClure et al. (International Journal of Eating Disorders, 2023) in their systematic review. Specifically, we discuss the often-overlooked importance of temporal context (when an intervention is delivered), alongside sociodemographic and symptom type (for whom an intervention is delivered), in understanding and optimizing treatment engagement and effectiveness. We outline how individuals' fluctuating levels of motivation and receptivity across different "pivotal moments" in the help-seeking process-including initial outreach and self-screening, ongoing care engagement, and post-discharge-can dynamically impact interventions' relevance and impacts. We also overview how Just-In-Time Adaptive Interventions in digital mental health interventions can be harnessed to simultaneously consider "when" and "for whom" ED interventions can exert the greatest benefits. We conclude with several recommendations for conducting ED intervention and implementation research that integrate timing into support delivery and study design, enabling a deeper understanding of not just how and for whom, but when, ED interventions can be most effective.
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Transtornos da Alimentação e da Ingestão de Alimentos , Humanos , Transtornos da Alimentação e da Ingestão de Alimentos/terapia , Fatores de TempoRESUMO
Research on causal beliefs about mental illness-the beliefs people hold about what causes a particular mental illness, or mental illnesses in general-is split across a number of theories and disciplines. Although research on this subject has provided a number of insights and practical applications, the diversity of theories, terminology, and keywords makes it challenging for a new reader to gain a comprehensive understanding. We sought to address this by conducting a systematic scoping review of research on causal beliefs. This review included English-language articles from any year that mentioned causal beliefs for mental illness in their title or abstract. We identified articles in two stages. In the first stage, we used a narrow set of search terms referring specifically to causal beliefs (1227 records identified, 417 included). In the second stage, we used a comprehensive set of terms relevant to research on causal beliefs (10,418 records identified, 3838 included). We analyzed articles qualitatively, organizing them into one of five theories or categories: the common-sense model of self-regulation, explanatory models, mental health literacy, biogenetic causal beliefs, and other research on causal beliefs. We provide a comprehensive summary of these literatures in terms of their history, typical research questions and study design, findings, and practical applications. These theories differ in their theoretical orientation towards causal beliefs, research methods, findings, and applications. However, they broadly share a view of causal beliefs as multifaceted, culturally determined, and relevant for additional psychosocial variables such as mental illness stigma and help-seeking. We conclude by making recommendations for researchers, clinicians, public health messaging, and for individuals with mental illness.
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Transtornos Mentais , Humanos , Transtornos Mentais/psicologia , Conhecimentos, Atitudes e Prática em Saúde , Letramento em SaúdeRESUMO
BACKGROUND: Research on mental illness labeling has demonstrated that self-labeling (identifying with a mental illness label, e.g., "I have depression") is associated with internalized stigma, maladaptive responses to that stigma, and lower quality of life. However, research has not yet examined the link between self-labeling and how individuals cope with emotional distress. It is important to understand this relationship because adaptive and maladaptive methods of coping can lead to positive and negative mental illness outcomes. METHODS: This cross-sectional study examined the link between depression self-labeling, depression symptoms, and three constructs related to depression self-management (perceived control over depression, cognitive emotion regulation strategies, and help-seeking beliefs) in a large (N = 1423) sample of U.S. college students. RESULTS: Approximately one-fifth of students (22.2 %) self-labeled as having depression, while 39.0 % were estimated to meet diagnostic criteria for MDD. After controlling for depression symptom severity, self-labeling was associated with lower levels of perceived control over depression (p = .002), more catastrophizing (p = .013), less perspective taking, refocusing, reappraisal, and planning (ps < 0.05), and more positive help-seeking attitudes towards medication (p < .001) but not therapy. LIMITATIONS: Results are non-causal and may not generalize to non-college populations. CONCLUSIONS: Self-labeling may inform how individuals cope with emotional distress, with the potential for positive and negative effects on clinical outcomes. This is consistent with well-established research on self-labeling with regards to stigma, but extends this research in important new directions.
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Capacidades de Enfrentamento , Depressão , Humanos , Depressão/psicologia , Estudos Transversais , Qualidade de Vida , Estigma Social , Estudantes/psicologia , Adaptação PsicológicaRESUMO
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.
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Acessibilidade aos Serviços de Saúde , Serviços de Saúde Mental , Humanos , Masculino , Adolescente , Feminino , Pesquisa Qualitativa , Identidade de Gênero , Saúde MentalRESUMO
BACKGROUND: Perceptions of personal attributes as less malleable are associated with more severe depression symptoms and less active coping in youth. Perceptions of depression itself as relatively fixed have been linked to more severe depression symptoms; however, it is not known how beliefs about depression relate to active and avoidant coping behaviors in particular. METHODS: We gathered information about beliefs about depression and activation and avoidance behaviors among 104 adolescents with high depression symptoms. The primary depression belief examined was prognostic pessimism, or the belief that depression is relatively permanent. We calculated correlations between this belief and activation and avoidance/rumination behaviors. RESULTS: Prognostic pessimism was negatively correlated with behavioral activation scores (r = -0.31; p = .001), and was positively correlated with behavioral avoidance/rumination scores (r = 0.30; p = .002). LIMITATIONS: This data was cross-sectional, and relied on self-report measures of depression beliefs and behaviors. CONCLUSIONS: Adolescents who believe that depression is relatively permanent might feel less motivated to engage in effortful activation behaviors, instead favoring avoidance. These results may help elucidate the ways in which malleability beliefs relate to mental health outcomes among adolescents, and highlight prognostic pessimism as a potential treatment target for reducing depressogenic behaviors.
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Depressão , Transtorno Depressivo , Humanos , Adolescente , Depressão/psicologia , Estudos Transversais , Emoções , Adaptação PsicológicaRESUMO
Labelling specific psychiatric concerns as 'niche' topics relegated to specialty journals obstructs high-quality research and clinical care for these issues. Despite their severity, eating disorders are under-represented in high-impact journals, underfunded, and under-addressed in psychiatric training. We provide recommendations to stimulate broad knowledge dissemination for under-acknowledged, yet severe, psychiatric disorders.
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Anorexia Nervosa , Bulimia Nervosa , Bulimia , Transtornos da Alimentação e da Ingestão de Alimentos , Humanos , Anorexia Nervosa/epidemiologia , Bulimia/epidemiologia , Bulimia/psicologia , ComorbidadeRESUMO
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.
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Objective The current project aims to identify individuals in urgent need of mental health care, using a machine learning algorithm (random forest). Comparison/contrast with conventional regression analyses is discussed. Participants: A total of 2,409 participants were recruited from an anonymous university, including undergraduate and graduate students, faculty, and staff. Methods: Answers to a COVID-19 impact survey, the Patient Health Questionnaire-9 (PHQ-9), and the Generalized Anxiety Disorder-7 (GAD-7) were collected. The total scores of PHQ-9 and GAD-7 were regressed on six composites that were created from the questionnaire items, based on their topics. A random forest was trained and validated. Results: Results indicate that the random forest model was able to make accurate, prospective predictions (R2 = .429 on average) and we review variables that were deemed predictively relevant. Conclusions: Overall, the study suggests that predictive models can be clinically useful in identifying individuals with internalizing symptoms based on daily life disruption experiences.
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BACKGROUND: Increasingly, college science courses are transitioning from a traditional lecture format to active learning because students learn more and fail less frequently when they engage in their learning through activities and discussions in class. Fear of negative evaluation (FNE), defined as a student's sense of dread associated with being unfavorably evaluated while participating in a social situation, discourages undergraduates from participating in small group discussions, whole class discussions, and conversing one-on-one with instructors. OBJECTIVE: This study aims to evaluate the acceptability of a novel digital single-session intervention and to assess the feasibility of implementing it in a large enrollment college science course taught in an active learning way. METHODS: To equip undergraduates with skills to cope with FNE and bolster their confidence, clinical psychologists and biology education researchers developed Project Engage, a digital, self-guided single-session intervention for college students. It teaches students strategies for coping with FNE to bolster their confidence. Project Engage provides biologically informed psychoeducation, uses interactive elements for engagement, and helps generate a personalized action plan. We conducted a 2-armed randomized controlled trial to evaluate the acceptability and the preliminary effectiveness of Project Engage compared with an active control condition that provides information on available resources on the college campus. RESULTS: In a study of 282 upper-level physiology students, participants randomized to complete Project Engage reported a greater increase in overall confidence in engaging in small group discussions (P=.01) and whole class discussions (P<.001), but not in one-on-one interactions with instructors (P=.05), from baseline to immediately after intervention outcomes, compared with participants in an active control condition. Project Engage received a good acceptability rating (1.22 on a scale of -2 to +2) and had a high completion rate (>97%). CONCLUSIONS: This study provides a foundation for a freely available, easily accessible intervention to bolster student confidence for contributing in class. TRIAL REGISTRATION: OSF Registries osf.io/4ca68 http://osf.io/4ca68.
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BACKGROUND: Sleep problems are common in adolescents and have detrimental impacts on physical and mental health and daily functioning. Evidence-based treatment like cognitive behaviour therapy for insomnia (CBT-I) is often hard to access, and adolescents may not engage in and adhere to longer, clinician-delivered interventions. Brief, self-guided, and accessible sleep interventions are needed. OBJECTIVE: To explore the user experience of a prototype online self-help single session sleep intervention developed for adolescents. METHODS: Eleven participants aged 17-19 years (8 females, 3 males) took part in online retrospective think-aloud interviews. Participants first completed the prototype intervention independently and were then shown the intervention page by page and asked to verbalise their thoughts and experiences. Transcripts were analyzed thematically. RESULTS: Participants found the intervention helpful. Four themes were generated - 'Educative: Learning, but more fun', 'Effortless: Quicker and Easier', 'Personalization: Power of Choice', and 'Positivity: Just Good Vibes'. The theme 'Educative: Learning, but more fun' encompassed two sub-themes 'Opportunity to Learn' and 'Aesthetics and Learning'. These themes reflected participants' views that the intervention was educative, personalised, solution-oriented and easy to use, but could incorporate more graphics and visuals to aid in learning and could be made more effortless and positive through modifications to its design. CONCLUSIONS: Findings convey the importance of ensuring educative well-designed content, personalization, a positive tone, and ease of use while designing interventions targeting adolescents's sleep and mental health. They also indicate areas for further developing the intervention.
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Psychological therapies are highly effective interventions for a range of mental health conditions and often preferred by many patients over medication. Unfortunately, most people who could benefit from these therapies do not receive them. This is true even in the United States, which enjoys relatively high numbers of mental health professionals. The lack of access is further compounded by structural inequities, such as income, geography, and race. The low and inequitable access to one of the most effective interventions for mental health conditions is, arguably, one of the most significant barriers to addressing the growing burden of mental health conditions globally. There are several reasons which might contribute to this inequity, notably the historical reliance on complex treatment protocols designed in settings which serve a nonrepresentative group of persons with mental health problems and, consequently, an emphasis on specialist providers and in-person protocols. These factors lead to long and expensive training, variable quality of delivery, and enhanced costs and challenges to patient engagement. In contrast to medication, the lack of a commercial incentive to promote psychological therapies means that there are no market forces which fuel their scaling up. Given there will never be enough psychologists to serve the large unmet and growing mental health needs in the population, we consider stepped and collaborative models that leverage the range of expertise offered by diverse providers, to offer a pathway to scale up a person-centered approach for psychological treatments. In this article, we highlight three innovations that address some barriers and the potential roles of clinical psychologists to broaden the reach of psychological therapies. (PsycInfo Database Record (c) 2023 APA, all rights reserved).