Search

Despite the emerging body of literature on the benefits of youth peer support, there is also evidence that peer support can have unintended negative impacts on peers themselves. It is important to explore what aspects of the peer role contribute to these difficulties in order to mitigate risks. This paper uses a participatory approach to examine the unique attributes of youth peer practice and the related challenges. We conducted semi-structured interviews and focus groups with both peer and non-peer staff from a community-based youth mental health program that provides peer support services (N = 29). Thematic analyses were completed using QSR NVivo. Analyses capture the defining features and related challenges of the peer support role (self-disclosure, boundaries, role confusion and dynamic recovery), and risk factors that affect peers (stigma, exposure to harm and burnout). This paper contributes to the literature on peer support as well as youth participatory evaluation. The findings will be useful to support the development of improved organizational contexts for peer practice and more effective peer support programming. [ABSTRACT FROM AUTHOR]

Background: Forcibly displaced populations are highly vulnerable to psychosocial distress and mental disorders, including alcohol misuse. In an ongoing trial that seeks to develop a transdiagnostic intervention addressing psychological distress and alcohol use disorders among conflict-affected populations, we will carry out a cost-effectiveness evaluation using a capability-based Oxford Capabilities Mental Health (OxCAP-MH) measure. The OxCAP-MH is a 16-item questionnaire developed from the Capability Approach, that covers multiple domains of functioning and welfare. The aim of the current paper is to present the results of the translation, cultural adaptation and valuation of the OxCAP-MH into Juba Arabic for South Sudanese refugees living in Uganda. We adhered to the official Translation and Linguistic Validation process of the OxCAP-MH. To carry out the translation, the Concept Elaboration document, official English version of the OxCAP-MH, and the Back-Translation Review Template were used. Four independent translators were used for forward and back translations. The reconciled translated version was then piloted in two focus group discussions (N = 16) in Rhino refugee settlement. A most important to least important valuation of the sixteen capability domains covered in the OxCAP-MH was also done. Results: The Juba Arabic version of the OxCAP-MH was finalized following a systematic iterative process. The content of the Juba Arabic version remained unchanged, but key concepts were adapted to ensure cultural acceptability, feasibility, and comprehension of the measure in the local context of Rhino refugee settlement. Most participants had low levels of literacy and required support with filling in the tool. Participants suggested an additional capability that is currently not reflected in the OxCAP-MH, namely access to food. Furthermore, discussions around the valuation exercise of the sixteen domains led to two separate importance scales, which showed relevant differences. Conclusions: In this context, the OxCAP-MH was considered culturally acceptable. The valuation exercise proved cognitively demanding. Participants voiced confusion over how to answer the questions on the OxCAP-MH instrument due to low levels of literacy. These concerns invite consideration for future research to consider how measures such as the OxCAP-MH can be made more accessible to individuals with low literacy rates in resource poor settings. [ABSTRACT FROM AUTHOR]

Previous studies have demonstrated that psychological needs frustration strongly influences adolescent depression. However, this influence's underlying mechanisms remain unknown, and related protective factors have not been identified. Based on an integration of basic psychological needs theory, the cognitive vulnerability model of depression, and findings regarding the link between psychological suzhi (a Chinese cultural construct that includes a hierarchical and integrated set of positive psychological qualities) and mental health, we assessed a structural equation model examining the mediating role of self-esteem and moderating role of psychological suzhi in the relationship between psychological needs frustration and depression. Participants were 1552 Chinese adolescents (Mage = 12.30, SD = 0.54, 49.10% male) who effectively completed paper-based questionnaires. The results indicated that psychological needs frustration significantly and positively predicted adolescent depression. Furthermore, the relationship between psychological needs frustration and depression was significantly mediated by self-esteem and significantly moderated by psychological suzhi; specifically, psychological suzhi buffered the association between psychological needs frustration and adolescents' depression. Additionally, we provide further evidence for the relationship between psychological needs frustration and depression, revealing the relevant underlying mechanisms and protective factors; these findings have practical relevance in the prevention and treatment of Chinese adolescents' depression. Highlights: Psychological needs frustration significantly and positively predicted adolescent depression. Self-esteem played a mediating role between psychological needs frustration and depression. Psychological suzhi played a moderating role in the association between psychological needs frustration and depression. [ABSTRACT FROM AUTHOR]

The COVID-19 pandemic caused concern regarding suicide risk mitigation while requiring many clinicians to transition to telehealth. We hypothesized that this transition would increase suicide intent, suicide desire, and depressive symptom ratings from pre-COVID-19 to peri-COVID-19. Patients at a southeastern US outpatient psychotherapy training clinic reported on suicide risk and depressive symptoms before and after the transition to telehealth treatment. Additionally, the effect of continuation of treatment on suicide risk was also analyzed. Suicide risk levels (n=39) and depressive symptoms (n=25) did not increase following the transition to telehealth. Self-reported suicide desire ratings significantly decreased from pre- to peri-pandemic assessments. Findings suggest that telehealth, among other sociocultural factors, became somewhat of a "port in a storm," such that it may have provided protections from exacerbations of mental health concerns and further vulnerabilities towards increased suicide risk. This paper concludes with relevant implications and suggestions for community health clinics. [ABSTRACT FROM AUTHOR]

Objectives: The COVID-19 pandemic has had significant impacts on maternal mental health. We explored the lived experiences of women with perinatal depression and anxiety to elucidate their perceptions of how the pandemic influenced their mental health and access to care. Methods: We conducted a qualitative descriptive study using semi-structured interviews. From March to October 2021, purposive sampling was used to recruit a socio-demographically diverse sample of women with self-reported perinatal depression or anxiety who were pregnant or within one year postpartum between March 2020 and October 2021. Interviews were conducted remotely and thematically analyzed. Results: Fourteen women were interviewed. Three major themes arose. Theme 1, Negative impacts of COVID-19 on symptoms of depression and anxiety, described how the pandemic magnified underlying symptoms of depression and anxiety, increased social isolation, generated anxiety due to fears of COVID-19 infection, and caused economic stress. In theme 2, Negative impacts of COVID-19 on access to and quality of health care, women described stressful and isolating delivery experiences, negative psychological impact of partners not being able to participate in their perinatal health care, interruptions and barriers to mental health treatment, and challenges in using telehealth services for mental health care. Theme 3, Positive impacts of COVID-19 on mental health, identified advantages of increased telehealth access and ability to work and study from home. Conclusions for Practice: The COVID-19 pandemic negatively affected women with perinatal depression and anxiety by magnifying underlying symptoms, increasing stress and social isolation, and disrupting access to mental health care. Findings provide support for policies and interventions to prevent and address social isolation, as well as optimization of telehealth services to prevent and address gaps in perinatal mental health treatment. Significance: What is Already Known on this Subject? Quantitative data suggest that the pandemic increased rates of perinatal mental illness. Yet the perspectives of women with perinatal depression and anxiety on how the pandemic affected their mental health and access to care remain underreported. What this Study adds? This paper offers new insight from the lived experience of women with perinatal depression and anxiety on ways the pandemic negatively and positively affected their mental health and access to mental health care. Implications for interventions, policies, and clinical practice are discussed. [ABSTRACT FROM AUTHOR]

Objective: To determine what firearm policies New Jersey residents believe will prevent school shootings and the extent to which this varies by sex, firearm ownership status, and political affiliation. Methods: A representative sample of New Jersey residents (N = 1,018) was collected via the Eagleton Center on Public Interest Polling (ECPIP). Data were weighted to reflect the state's population. Participants were asked to rate how helpful they perceived different firearm-related policies to be for preventing school shootings. Results: Findings indicate that participants perceived universal and expanded background checks, increased mental health funding, and requiring a license for firearm purchases as most effective for preventing school shootings. Arming school personnel, prayer in schools, decreasing the number of entrances at schools, and secure storage requirements were viewed as less effective. Firearm ownership, sex, and political affiliation significantly influenced perceptions of the effectiveness of these policies. Conclusion: The study examined the perceived effectiveness of policies to prevent school shootings. The study highlights disparities and commonalities in policy support among different groups, emphasizing the importance of collective efforts to address gun violence in schools. [ABSTRACT FROM AUTHOR]

Life Course Theory contends that school transitions can interrupt academic and wellbeing trajectories, depending on child, family, and school factors. Hierarchical regression analyses examined how autistic traits were associated with school transition outcomes. Autistic traits explained 12% of the variance in Quality of Life (QOL), 24% of the variance in mental health and 9% of the variance in school belonging. When autistic traits were accounted for, gender was a significant predictor of changes in QOL whereas changes in school belonging were predicted by cognitive functioning, parent education, school attendance and school refusal. Changes in mental health after transition were mostly predicted by family factors including family structure, family functioning and parent education but were also significantly predicted by sleep problems. [ABSTRACT FROM AUTHOR]

Children and adolescents in residential care often present with emotional and/or behavioral problems associated to previous adverse experiences such as abuse and neglect. Consequently, child welfare systems have developed therapeutic residential care (TRC) programs to address the most complex needs of this population. The aim of this study is to explore the characteristics of youths in TRC comparing them with those of youth in general residential care (GRC), and to detect the factors predicting referral to TRC programs. The sample consisted of 900 adolescents aged 12–17 years old (M = 15.57; SD = 1.33; 66.2% boys), from General Residential Care (n = 554) and Therapeutic Residential Care (n = 346). Profile information was collected through official files and an ad hoc questionnaire. Mental health problems were evaluated using the youth self-report (YSR). Significant sociodemographic differences were found between groups. Also, a higher frequency of emotional abuse and neglect, worse mental health, more breakdowns in child welfare measures and risk behaviors were found among adolescents in TRC. Sociodemographic and familial characteristics, features of the protective process and risk behaviors were associated to referral to TRC programs. Youths in GRC and TRC present with mental and behavioral problems that make it necessary to implement prevention programs and early detection procedures. Screening and evaluation of youth's mental health and establishment of concrete criteria are suggested to ensure appropriate referral to the most suitable resource according to the individual needs of adolescents. [ABSTRACT FROM AUTHOR]

There is growing interest in the role of Social Prescribing (SP) to help promote mental well-being and support individuals with mental health difficulties. Yet, implementation of SP to children and young people (CYP) has proved slow and underdeveloped compared with adult populations. Understanding the barriers and facilitators will help key stakeholders to better embed SP for CYP into practice. Using the Theoretical Domains Framework (TDF), a comprehensive, theoretical-led framework, underpinned by 33 behaviour change theories and 128 constructs, perceived barriers and facilitators to SP were investigated. The sample comprised of 11 Link Workers and 9 individuals involved in facilitating SP with CYP, who took part in semi-structured interviews. Transcripts were analysed using a deductive thematic analysis, and themes were coded under each theoretical domain. Overall, 33 barriers and facilitators for SP were identified across 12 domains of the TDF. Under capability, barriers and facilitators were found for knowledge, skills, memory/attention/decision making processes, and behavioural regulation. For opportunity, barriers and facilitators were found for social/professional influences, as well as environmental context and resources. Finally, for motivation, domains covered included: beliefs about consequences, beliefs about capabilities, optimism, motivations/goals, reinforcement, and emotions. Findings suggest that a wide range of barriers and facilitators affect the implementation of CYP SP to improve mental health and well-being. Interventions which target different domains related to capability, opportunity and motivation should be developed to better facilitate CYP SP. [ABSTRACT FROM AUTHOR]

This study examined hospitalizations in a large, all-payer, nationally representative sample of inpatient hospitalizations in the US and identified differences in rates of hospitalization for conditions by race and ethnicity in autistic adults. Conditions examined included mood disorders, epilepsy, schizophrenia, and ambulatory care sensitive conditions (ACSCs). Compared to white, non-Hispanic autistic adults, Black, Hispanic, Asian or Pacific Islander (API), and autistic adults of another race had lower prevalence of admission for a principal diagnosis of a mood disorder. Conversely, Black, Hispanic, API, and autistic adults of another race had higher odds of admission for epilepsy than white autistic adults. Black and Hispanic autistic adults were more likely to have schizophrenia as a principal diagnosis compared to white autistic adults, but only Black autistic adults had increased odds for admission for an ACSCs compared to white autistic adults. Differences in diagnosis prevalence among hospitalized autistic adults may suggest differential access to comprehensive outpatient care that could prevent such hospitalizations, while also pointing to concerns of differential validity of diagnostic tools and treatment approaches. Insurance policy and programs should prioritize optimizing outpatient care to ensure access to care and emphasize the need for equitable treatment. [ABSTRACT FROM AUTHOR]

Caregivers of children with neurodiverse needs are known to experience challenges and hardship due to the increased needs of the child and the lack of support available. This study aimed to explore the support needs and well-being of caregivers of children with neurodiverse needs in Australia. Sixty-six caregivers participated in an online survey asking questions about support needs. The results highlighted five main themes that caregivers commonly experienced including: barriers to community engagement, impact on close relationships, negative impact on mental health and identity, financial hardship, and identified support needs. Findings identified multiple unmet needs existing amongst caregivers and further emphasises the importance of addressing these needs to improve the quality of life of caregivers of children with neurodiverse needs. [ABSTRACT FROM AUTHOR]

Socioeconomic status (SES) at different points in a child's lifetime may have different effects on health outcomes. This study aimed to examine longitudinal associations between SES and psychosocial problems in preschool children (n = 2509, Mage = 24.2 ± 1.3 months). The psychosocial problems of children were assessed using the Brief Infant–Toddler Social and Emotional Assessment at age 2 years and age 3 years and categorized as having yes/no psychosocial problems. Four groups of pattern of presence/absence of psychosocial problems between age 2 and 3 years were classified: (1) 'no problems', (2) 'problems at age two', (3) 'problems at age three', and (4) 'continuing problems'. Five indicators of SES (i.e., maternal education level, single-parent family, unemployment, financial problems, and neighborhood SES) were evaluated. Results showed around one-fifth (2Y = 20.0%, 3Y = 16.0%) of children had psychosocial problems. Multinomial logistic regression models revealed low and middle maternal education levels were associated with 'problems at age two'; low maternal education level and financial problems were associated with 'problems at age three'; low and middle maternal education level, single-parent family, and unemployment were associated with 'continuing problems'. No associations were observed between neighborhood SES and any pattern. Results suggest children in a lower SES, indicated by maternal education, single-parent family, and financial stress, had higher odds of developing and continuously having psychosocial problems in early childhood. These findings call for optimally timing interventions to reduce the impact of disadvantaged SES in early childhood on psychosocial health. [ABSTRACT FROM AUTHOR]

Autistic adults experience disparities in physical health and health care access. A major barrier to addressing these disparities is a lack of federal funding for research on this topic. In seeking funding from the National Institutes of Health (NIH), we discovered nodes that contribute to structural discrimination in physical health–related research for autistic adults. To examine this structural discrimination, we systematically searched funded research on all physical health–disparity conditions in autistic adults using NIH RePORTER. Among 61 unique studies, none focused on improving the relevant physical health condition through intervention, programs, or services for autistic adults. Thus, we need updated policies and procedures that support research on physical health disparities in populations with developmental or mental health conditions. [ABSTRACT FROM AUTHOR]

Emotional/behaviour problems and exposure to stressful life events are thought to contribute to new onset of urinary incontinence (UI) amongst children who have attained bladder control. However, very few prospective studies have examined these associations. We assessed whether mental health problems and stressful life events were associated with subsequent new onset in UI using multivariable logistic regression in a prospective UK cohort (n = 6408). Mothers provided information on their child's symptoms of common mental disorders (Development and Wellbeing Assessment, 7 years), stressful life events (7–8 years) and wetting (day and night, 9 years). There was strong evidence that separation anxiety symptoms were associated with new-onset UI in the fully adjusted model (OR (95% CI) = 2.08 (1.39, 3.13), p < 0.001). Social anxiety, attention-deficit hyperactivity disorder and oppositional defiant disorder symptoms were associated with new-onset UI, but these associations attenuated following adjustment for child developmental level and earlier emotional/behaviour problems. There was weak evidence for a sex interaction with stressful life events (p = 0.065), such that females experiencing more stressful life events were at higher risk of new-onset UI (fully adjusted model OR (95% CI) = 1.66 (1.05, 2.61), p = 0.029), but there was no association in males (fully adjusted model OR (95% CI) = 0.87 (0.52, 1.47), p = 0.608). These results suggest that separation anxiety and stressful life events in girls may lead to an increase in UI. [ABSTRACT FROM AUTHOR]

As the COVID-19 pandemic further unfolds, it becomes a key theoretical and practical question to identify trajectories of child psychological well-being and to explore risk and resilience factors for developmental adjustment. The current study addressed this research gap by means of an ecological design: A (lockdown)–B (relaxation)–B (relaxation)–A (lockdown). We collected parental reports via online questionnaires over four measurement occasions during the COVID-19 pandemic in Germany (non-probabilistic sample): from the first lockdown (T1—spring 2020, N = 1769) to the following period of relaxation (T2—summer 2020, n = 873; T3—fall 2020, n = 729) on to the second lockdown (T4—winter 2020/21, n = 748). Key measures at T1–T4 were child emotional and behavioral problems as well as hyperactivity, child emotional and family-related well-being, parental strain, and parent–child relationship quality. We found evidence for quadratic growth models. While child problem behaviors (b = 0.32, p < 0.001) and emotional well-being (b = − 0.33, p < 0.001) improved after the first lockdown during subsequent periods of relaxation before worsening again in the second lockdown, child family-related well-being steadily decreased over all four measurement points (T1–T2: p < 0.001; T2–T3: p = 0.045; T3–T4: p = 0.030). Importantly, parental stress emerged as a strong risk factor (ps < 0.11) and the parent–child relationship quality constituted a resilience factor (p = 0.049) for child psychological well-being. These findings have major implications for policies aiming to further child health during the COVID-19 pandemic. [ABSTRACT FROM AUTHOR]

Background: In the context of Greece, many instruments measuring constructs pertinent to child and adolescent mental health lacked a locally-validated, freely-available version. As part of a nationwide survey, we translated and cross-culturally adapted a collection of seventeen brief, largely-employed assessment tools that can be used at scale. Methods: This study is part of the Child and Adolescent Mental Health Initiative in Greece (CAMHI), a capacity-building program focusing on enhancing mental health care for children and adolescents living in Greece. We conducted a nationwide survey assessing mental health symptoms, parenting practices, service availability and quality, mental health literacy and stigma, and professional practices within the country. As part of this process, we selected outcomes and instruments after consulting the International Consortium for Health Outcomes Measurement (ICHOM) and the COnsensus-based Standards for the selection of health Measurement INstruments (COSMIN). From our selection, we identified 17 instruments that did not have a Greek-validated version available for use. These instruments were translated and cross-culturally adapted following a structured procedure, including independent back-and-forth translations, synthesis of versions, expert revision, and pilot testing. Some instruments were slightly modified to meet CAMHI survey purposes. Results: A cross-culturally adapted version in Greek was made available for the following instruments: Pediatric Symptoms Checklist (PSC); Deliberate Self Harm Inventory (DSH) (modified); Child and Adolescent Trauma Screen-2 (CATS-2); ABCD Screen Use (modified); Swanson, Nolan, and Pelham-IV (SNAP-IV); Parent Behavior Inventory (PBI); Mental Health Literacy Scale (MHLS)—(modified); Australian Mental Health Vignettes; Reported and Intended Behavior Scale (RIBS); Barriers to Access to Care (BACE) (modified); Experience of Service Questionnaire (ESQ) (modified); and Multitheoretical List of Therapeutic Interventions (MULTI-30) (modified). Conclusion: A collection of these widely-used assessment tools is now adapted for the local context and freely accessible at [https://osf.io/crz6h/]. Researchers and health professionals in Greece can utilize this resource to screen, evaluate, and monitor various constructs related to mental health in accordance with the most effective practices. [ABSTRACT FROM AUTHOR]

Diabetes Mellitus (DM) is more common among individuals with severe mental illness (SMI). We aimed to assess quality-of-care-indicators in individuals with SMI following the 2015 Israel's Mental-Health-reform. We analyzed yearly changes in 2015–2019 of quality-of-care-measures and intermediate-DM-outcomes, with adjustment for gender, age-group, and socioeconomic status (SES) and compared individuals with SMI to the general adult population. Adults with SMI had higher prevalences of DM (odds ratio (OR) = 1.64; 95% confidence intervals (CI): 1.61–1.67) and obesity (OR = 2.11; 95% CI: 2.08–2.13), compared to the general population. DM prevalence, DM control, and obesity rates increased over the years in this population. In 2019, HbA1c testing was marginally lower (OR = 0.88; 95% CI: 0.83–0.94) and uncontrolled DM (HbA1c > 9%) slightly more common among patients with SMI (OR = 1.22; 95% CI: 1.14–1.30), control worsened by decreasing SES. After adjustment, uncontrolled DM (adj. OR = 1.02; 95% CI: 0.96–1.09) was not associated with SMI. Cardio-metabolic morbidity among patients with SMI may be related to high prevalences of obesity and DM rather than poor DM control. Effective screening for metabolic diseases in this population and social reforms are required. [ABSTRACT FROM AUTHOR]

Background: Psychological distress is highly noticeable among caregivers working in residential youth care (RYC). Maintaining and enhancing caregivers' professional mental health and quality of life is crucial to achieve effective outcomes in RYC. Nevertheless, trainings to protect caregivers' mental health are scarce. Considering the buffering effect over negative psychological outcomes, compassion training could be beneficial in RYC. Objective: This study is part of a Cluster Randomized Trial examining the effects of the Compassionate Mind Training for Caregivers (CMT-Care Homes), looking at professional quality of life and mental health of caregivers working in RYC. Method: The sample was composed of 127 professional caregivers from 12 Portuguese residential care homes (RCH). RCHs were randomly allocated at experimental (N = 6) and control group (N = 6). Participants were assessed at baseline, post-treatment, and 3 and 6-month follow-ups, answering to the Professional Quality of Life Scale and the Depression, Anxiety and Stress Scale. Program effects were tested using a two-factor mixed MANCOVA, with self-critical attitude and education degree as covariates. Results: MANCOVA showed a significant Time × Group interaction effects (F = 1.890, p =.014; η p 2 =.050), with CMT-Care Homes participants presenting lower scores on burnout, anxiety, and depression at 3 and 6-months follow-ups, when compared with controls. Participants that received CMT-Care Homes considered the program useful to deal with pandemic threats and with youth during lockdowns. Conclusion: This study shows the benefits of the CMT-Care Homes in helping professional caregivers reducing burnout, anxiety and depression, and dealing with pandemic challenges in RYC. Trial registration: This cluster randomized trial was registered at ClinicalTrials.gov (TRN: NCT04512092) on 6th August 2020. [ABSTRACT FROM AUTHOR]

The opioid crisis is an ever-growing issue nationwide. The role of peer support specialists has received widespread acceptance in the substance use and behavioral health spheres. However, there is a lack of standardization on the training required for peer support specialists to function as competent members of integrated behavioral health teams. We conducted qualitative focus groups with 14 practicing certified peer support specialists to determine their perceived educational needs. Inductive thematic analysis was used to analyze the data and six themes emerged: mental health and suicide prevention training, diversity, equity, and inclusion training, counseling skills training, family systems approach to care training, professionalism training, and taking care of self – mind, soul, and body training. To improve peer support specialists' confidence in their ability to competently perform their jobs, important topics need to be incorporated into their educational training and preparation. [ABSTRACT FROM AUTHOR]

Depressive symptoms among people living with HIV (PLWH) are associated with poorer overall health outcomes. We characterized depressive symptoms and improvements in symptomology among PLWH (≥ 19 years old) in British Columbia (BC), Canada. We also examined associations between depressive symptomology and antiretroviral therapy (ART) treatment interruptions. Depressive symptoms were measured using the 10-item Center for Epidemiologic Studies Depression Scale (CES-D-10), within a longitudinal cohort study with three surveys administered 18-months apart. We used multivariable logistic regression to model factors associated with improvements in depressive symptoms (CES-D-10 scores from ≥ 10 to < 10). Of the 566 participants eligible for analysis 273 (48.2%) had CES-D scores indicating significant depressive symptoms (score ≥ 10) at enrollment. Improvements in symptoms at first follow-up were associated with greater HIV self-care on the Continuity of Care Scale (adjusted odds ratio: 1.17; 95% CI 1.03–1.32), and not having a previously reported mental health disorder diagnosis (aOR 2.86; 95% CI 1.01–8.13). Those reporting current cocaine use (aOR 0.33; 95% CI 0.12–0.91) and having a high school education, vs. less than, (aOR 0.25; 95% CI 0.08–0.82) had lower odds of improvement in depressive symptomatology. CES-D scores ≥ 10 were not significantly associated with ART treatment interruptions during follow-up (aOR: 1.08; 95% CI:0.65–1.8). Supporting greater self-care and consideration of mental health management strategies in relation to HIV may be useful in promoting the wellbeing of PLWH who experience depressive symptoms. [ABSTRACT FROM AUTHOR]

Brief tools are necessary to identify adolescents at greatest risk for ART non-adherence. From the WHO's HEADSS/HEADSS+ adolescent wellbeing checklists, we identify constructs strongly associated with non-adherence (validated with viral load). We conducted interviews and collected clinical records from a 3-year cohort of 1046 adolescents living with HIV from 52 South African government facilities. We used least absolute shrinkage and selection operator variable selection approach with a generalized linear mixed model. HEADSS constructs most predictive were: violence exposure (aOR 1.97, CI 1.61; 2.42, p < 0.001), depression (aOR 1.71, CI 1.42; 2.07, p < 0.001) and being sexually active (aOR 1.80, CI 1.41; 2.28, p < 0.001). Risk of non-adherence rose from 20.4% with none, to 55.6% with all three. HEADSS+ constructs were: medication side effects (aOR 2.27, CI 1.82; 2.81, p < 0.001), low social support (aOR 1.97, CI 1.60; 2.43, p < 0.001) and non-disclosure to parents (aOR 2.53, CI 1.91; 3.53, p < 0.001). Risk of non-adherence rose from 21.6% with none, to 71.8% with all three. Screening within established checklists can improve identification of adolescents needing increased support. Adolescent HIV services need to include side-effect management, violence prevention, mental health and sexual and reproductive health. [ABSTRACT FROM AUTHOR]