Flexible resources and experiences of racism among a multi-ethnic adolescent population in Aotearoa, New Zealand: an intersectional analysis of health and socioeconomic inequities using survey data.

BACKGROUND: As societies become increasingly diverse, understanding the complex nature of racism for multiple ethnic, social, and economic identities of minority youth is required. Here we explore the experience of racism between and among privileged majority adolescent groups and targeted minority (Indigenous and ethnic) adolescents in New Zealand. Using the concept of structural and embodiment flexible resources, which act as risk and protective factors, we examine the social and health effects on minority youth. METHODS: In this intersectional analysis, we use self-reported data from the Youth2000 survey series administered in 2001, 2007, 2012, and 2019 to large, representative samples of students from mainstream state and private schools in the Auckland, Tai Tokerau, and Waikato regions of New Zealand. Students were in school years 9-13 and mostly aged 13-17 years. Ethnic or migrant group, income level of country of origin, and migrant generation were used as measures of structural resources and perceived ethnicity as a measure of embodiment resource. Racism and its effects were measured as socioeconomic inequities (household, neighbourhood, and school-level deprivation); interpersonal discrimination (unfair treatment, bullying, and safety); and health inequities (forgone health care, symptoms of depression, and attempted suicide). We used generalised linear models to explore variations in economic, interpersonal, and health outcomes for Indigenous and migrant youth, adjusting for mediating effects of household deprivation and measures of flexible resources (migration generation, income level of country of origin, and perceived ethnicity). FINDINGS: We collected data from a total of 20 410 adolescents from the four survey waves between 2001 and 2019. Participants had a median age of 15 years (IQR 14-16). Socioeconomic, interpersonal, and health inequities varied with access to flexible resources among Maori and racialised migrant youth. Maori and racialised migrants from low-income and middle-income countries in particular experienced high levels of socioeconomic inequities. Racialised migrant youth experienced persistent socioeconomic inequities extending over three generations, especially Pasifika migrant adolescents. Minorities perceived as White experienced less discrimination and had more advantages than visibly racialised groups. Regression models showed that embodiment resources, and to a lesser extent structural resources, mediated, but did not eliminate ethnic disparities in socioeconomic status and interpersonal discrimination; these resources did not strongly mediate ethnic disparities in health. Trend analyses indicate consistency in these patterns with ethnicity-based inequities persisting or increasing over time. INTERPRETATION: Indigenous and ethnic minority experiences of racism are heterogeneous. Structural flexible resources (wealth) and, more substantially, embodiment flexible resources (perceived Whiteness) mitigate individual experiences of racism. In multi-ethnic western societies, anti-racist interventions and policies must address both structural deprivation and associated intergenerational mobility and colourism (ie, implicit and explicit bias against non-White youth). FUNDING: Health Research Council of New Zealand.

Enhancing an online cognitive behavioural therapy intervention for depression: Harnessing the feedback of sexual and gender minority youth to help improve SPARX.

OBJECTIVE: SPARX is an online cognitive behavioural therapy self-help intervention for adolescent depression provided in serious game format. Since 2014, it has been freely available in Aotearoa New Zealand (NZ) due to funding from the NZ government. In 2020/21, feedback from sexual and gender minority youth (SGMY) was used to refine and update SPARX. METHOD: Three online focus groups and follow-up email consultations involved 12 SGMY (16 to 25 years old) in NZ. A general inductive approach was used to analyse data. RESULTS: SGMY had specific needs as well as preferences and four themes were identified: attend to our contextual realities; portrayals of sexual and gender minority people in games; envisaged ideals for serious gaming and appraisals of SPARX. SGMY feedback was used to improve SPARX for this unique population, with the updates launched in October 2021. CONCLUSIONS: SGMY are underserved in terms of their mental health needs. Refining or tailoring existing interventions proffers a potential way forward in terms of addressing these needs.

Effects of Ethnic Classification on Substantive Findings in Adolescent Mental Health Outcomes.

Although most adolescents are healthy, epidemiological studies show that a significant number experience mental health challenges, and that Indigenous and ethnic minority youth tend to have poorer mental health outcomes. However, ethnic classification in adolescence is complex due to increasing multi-ethnic identification, and little is known about how different classification methods affect research conclusions. This study used a nationally representative adolescent sample from Aotearoa New Zealand (N = 8275; ages 12-18; 55% female; 32% multi-ethnic) to investigate the effects that five ethnic classification methods have on substantive findings in three mental health outcomes: overall psychosocial difficulties, deliberate self-harm, and suicide attempts. The results showed that, depending on the classification method used, reported outcomes within the same nominal ethnic group varied by an effect size (d) of up to 0.12, and the reported magnitude of difference between nominal ethnic groups varied by an effect size (d) of up to 0.25. These effects are substantial given that they are solely due to a change in method. The impact that ethnic classification method has on substantive findings highlights the importance of criticality and transparency in research involving ethnicity data.

Computerized cognitive behavioural therapy for gender minority adolescents: Analysis of the real-world implementation of SPARX in New Zealand.

OBJECTIVE: SPARX is a form of computerized cognitive behavioural therapy in serious game format funded via the Ministry of Health to be freely available in New Zealand. At registration users identify themselves as male, female, transgender or intersex. We aimed to establish whether adolescent transgender users of SPARX, compared to adolescent male and female users, were more likely to have high mental health needs at baseline and were more likely to complete SPARX. We also sought to determine changes in transgender adolescents' depressive symptoms after using SPARX. METHODS: Quantitative analysis of 5 years of usage data from the nation-wide delivery of SPARX in New Zealand. RESULTS: There were 9079 adolescents who completed the registration process and used SPARX, 2.3% (n = 207) identified as transgender. The majority of transgender registrants (69.0%) completing a baseline Patient Health Questionnaire - modified for Adolescents were categorized as having high mental health needs, significantly more so than male and female registrants (p < 0.001). Over half of all SPARX registrants completed the first module of the program, with subsequently lower proportions of transgender registrants completing Module 4 (p = 0.005) and Module 7 (i.e. the last module, p = 0.048). Of those registrants completing a baseline and subsequent Patient Health Questionnaire - modified for Adolescents, both male (n = 247) and female (n = 630) registrants, on average, had improvements in their scores (2.68 and 3.15, respectively), whereas transgender registrants (n = 14) did not (-0.43) (p = 0.048). CONCLUSION: This is the first study describing the impact of an e-therapy on transgender young people. The analysis of data from this free self-help intervention suggests that transgender adolescents seeking treatment for depression have particularly high mental health needs, and an existing well tested tool may be less effective for them than it is for others. Taken together the results appear to suggest targeted efforts may be required for transgender adolescents.

Intersex adolescents seeking help for their depression: the case study of SPARX in New Zealand.

OBJECTIVE: SPARX is a computerized cognitive behavioral therapy self-help program for adolescent depression that is freely available in New Zealand. At registration, users identify themselves as either male, female, intersex, or transgender. We aimed to describe the mental health of adolescent intersex users. METHOD: A secondary analysis of SPARX usage data over 5 years. RESULTS: Of the 8922 adolescents users, 0.6% (n = 50) identified as intersex. Based on Patient Health Questionnaire 9 - modified for Adolescents (PHQ-A) results, 78.3% of intersex users had high levels of depression and/or self-harm and suicidal ideation. The mean PHQ-A scores for intersex users were significantly higher than for males and females (p < .001). As only three intersex users completed SPARX Level 4 or more (of the seven-level program), we were unable to meaningfully investigate any reductions in their depressive symptoms over time. CONCLUSIONS: There is a dearth of empirical data on the mental health of intersex adolescents. These results suggest that intersex adolescents seeking help from an online resource have high mental health needs compared with other young people, possibly because they defer seeking help.

Technology Matters: SPARX - computerised cognitive behavioural therapy for adolescent depression in a game format.

Adolescent depression is common, and its prevalence is thought to be increasing in many high income nations. Addressing adolescent depression has proven challenging using traditional face-to-face psychotherapies, with major barriers including workforce shortages internationally and reluctance to seek help among some adolescents. There is substantial evidence to support the use of digital tools to treat mental health problems, with the National Institute for Health and Care Excellence (NICE) now recommending such tools as a first-line treatment. In this article, we outline the evidence base for SPARX, a digital tool named specifically in NICE guideline NG134, and discuss its use in clinical settings. We also consider implementation issues and future research directions.

Digital Micro Interventions for Behavioral and Mental Health Gains: Core Components and Conceptualization of Digital Micro Intervention Care.

Although many people access publicly available digital behavioral and mental health interventions, most do not invest as much effort in these interventions as hoped or intended by intervention developers, and ongoing engagement is often low. Thus, the impact of such interventions is minimized by a misalignment between intervention design and user behavior. Digital micro interventions are highly focused interventions delivered in the context of a person's daily life with little burden on the individual. We propose that these interventions have the potential to disruptively expand the reach of beneficial therapeutics by lowering the bar for entry to an intervention and the effort needed for purposeful engagement. This paper provides a conceptualization of digital micro interventions, their component parts, and principles guiding their use as building blocks of a larger therapeutic process (ie, digital micro intervention care). The model represented provides a structure that could improve the design, delivery, and research on digital micro interventions and ultimately improve behavioral and mental health care and care delivery.

Body size and weight, and the nutrition and activity behaviours of sexual and gender minority youth: findings and implications from New Zealand.

OBJECTIVE: To describe the body size and weight, and the nutrition and activity behaviours of sexual and gender minority (SGM) students and compare them with those of exclusively opposite-sex-attracted cisgender students. Male and female SGM students were also compared. DESIGN: Data were from a nationally representative health survey. SETTING: Secondary schools in New Zealand, 2012. PARTICIPANTS: A total of 7769 students, 9 % were SGM individuals. RESULTS: Overall, weight-control behaviours, poor nutrition and inactivity were common and, in many cases, more so for SGM students. Specifically, male SGM students (adjusted OR; 95 % CI) were significantly more likely to have tried to lose weight (1·95; 1·47, 2·59), engage in unhealthy weight control (2·17; 1·48, 3·19), consume fast food/takeaways (2·89; 2·01, 4·15) and be physically inactive (2·54; 1·65, 3·92), and were less likely to participate in a school sports team (0·57; 0·44, 0·75), compared with other males. Female SGM students (adjusted OR; 95 % CI) were significantly more likely to engage in unhealthy weight control (1·58; 1·20, 2·08), be overweight or obese (1·24; 1·01, 1·53) and consume fast food/takeaways (2·19; 1·59, 3·03), and were less likely to participate in a school sports team (0·62; 0·50, 0·76), compared with other females. Generally, female SGM students were more negatively affected than comparable males, except they were less likely to consume fast food/takeaways frequently (adjusted OR; 95 % CI: 0·62; 0·40, 0·96). CONCLUSIONS: SGM students reported increased weight-control behaviours, poor nutrition and inactivity. Professionals, including public health nutritionists, must recognize and help to address the challenges facing sexual and gender minorities.

Navigating double marginalisation: migrant Chinese sexual and gender minority young people's views on mental health challenges and supports.

Sexual and/or gender minority young people who are also members of an ethnic minority can experience unique challenges. Limited research draws directly on the mental health experiences of these 'double minority' youth. This study focused on Chinese sexual/gender minority youth in New Zealand. It sought to explore features they found challenging for, or supportive of, their mental health and wellbeing. Semi-structured interviews were conducted with 11 Chinese sexual/gender minority participants aged between 19 and 29 years old and residing in Auckland, New Zealand. An inductive approach to qualitative data analysis was used. Two major domains of findings emerged. Firstly, participants described mental health challenges linked to racism, sexism, cis-heteronormativity and challenges in relation to intersecting identities. Secondly, Chinese culture and community connections, family and peer support and role models seemed to facilitate resiliency. However, the fear of 'losing face', unwillingness to disclose distress when unwell and mental health service providers' lack of cultural and linguistic competency were described as barriers to effective mental health support. In conclusion, Chinese and sexual/gender minority identities were integral parts of participants' sense of self, and this was associated with their mental health and wellbeing. Further research is required to explore ways to reduce barriers and promote resiliency.

Exposure to suicide behaviour and individual risk of self-harm: Findings from a nationally representative New Zealand high school survey.

PURPOSE: To examine whether there is an association between students self-reported suicide attempts and non-suicidal self-injury and exposure to suicidal behaviour among friends, family members or within school communities. METHODS: A cross-sectional analysis of a nationally representative health and well-being survey of 8500 New Zealand high school students conducted from March through November 2012. Students' self-reported suicide attempts and repeated non-suicidal self-injury was examined in relation to student reports of self-harming behaviour among friends and family as well as data from school administrators of completed suicides within the school community. RESULTS: Almost 1 in 20 (4.5%) students reported a suicide attempt in the last 12 months and 7.9% reported repeated non-suicidal self-injury in the last 12 months. The risk of both suicide attempts and repeated non-suicidal self-injury was highest among females, students from homes with economic deprivation and among students reporting an episode of low mood in the previous 12 months. Students exposed to suicide attempts or completed suicide among friends and/or family members were at increased risk of reporting attempted suicide and repeated non-suicidal self-injury in the last year. There was no association between completed suicide in school community and students self-reported suicide attempts or repeated non-suicidal self-injury. CONCLUSIONS: Low mood and exposure to suicide attempts of friends and family members are associated with suicide attempts and repeated non-suicidal self-injury in New Zealand high school students. This research highlights importance of supporting adolescents with low mood and exposed to suicide of friends and family.

Using Computerized Mental Health Programs in Alternative Education: Understanding the Requirements of Students and Staff.

Computerized cognitive behavioral therapy (cCBT) programs have been shown to be both acceptable and effective with youth. However, their use with more vulnerable youth, such as early school leavers, remains relatively unstudied. This study explored student and staff attitudes toward the use of cCBT in an alternative education setting. METHODS: Student and staff needs were assessed using the Requirements development approach (Van Velsen, Wentzel, & Van Gemert-Pijnen, 2013). An online staff survey (n = 16) was conducted to provide information on the context of delivery, and stakeholder requirements were further explored in four student workshops (n = 32) and staff group discussions (n = 12). RESULTS: Students' requirements in relation to program look and feel were reflective of issues with literacy and concentration. Activity- rather than text-based programs were considered easier to learn from, whereas attractive design with features such as connecting with others were thought necessary to keep young people engaged. Students wanted to learn practical skills on improving their mental health and well-being, using content that is positive, encouraging, and credible and that can be tailored to individual needs. Anonymity and voluntary participation were considered essential when delivering cCBT in the context of alternative education, as well as additional access from home to ensure timeliness of support. Staff required both flexibility and careful planning and timetabling in order to deliver cCBT in the alternative education setting and to support student engagement. CONCLUSION: The findings provide novel insight into the needs and preferences of vulnerable youth, with important implications for the implementation of computerized mental health programs in alternative education settings. A better understanding of user needs and preferences is critical for improving the uptake and impact of e-mental health resources.

Beyond the Trial: Systematic Review of Real-World Uptake and Engagement With Digital Self-Help Interventions for Depression, Low Mood, or Anxiety.

BACKGROUND: Digital self-help interventions (including online or computerized programs and apps) for common mental health issues have been shown to be appealing, engaging, and efficacious in randomized controlled trials. They show potential for improving access to therapy and improving population mental health. However, their use in the real world, ie, as implemented (disseminated) outside of research settings, may differ from that reported in trials, and implementation data are seldom reported. OBJECTIVE: This study aimed to review peer-reviewed articles reporting user uptake and/or ongoing use, retention, or completion data (hereafter usage data or, for brevity, engagement) from implemented pure self-help (unguided) digital interventions for depression, anxiety, or the enhancement of mood. METHODS: We conducted a systematic search of the Scopus, Embase, MEDLINE, and PsychINFO databases for studies reporting user uptake and/or usage data from implemented digital self-help interventions for the treatment or prevention of depression or anxiety, or the enhancement of mood, from 2002 to 2017. Additionally, we screened the reference lists of included articles, citations of these articles, and the titles of articles published in Internet Interventions, Journal of Medical Internet Research (JMIR), and JMIR Mental Health since their inception. We extracted data indicating the number of registrations or downloads and usage of interventions. RESULTS: After the removal of duplicates, 970 papers were identified, of which 10 met the inclusion criteria. Hand searching identified 1 additional article. The included articles reported on 7 publicly available interventions. There was little consistency in the measures reported. The number of registrants or downloads ranged widely, from 8 to over 40,000 per month. From 21% to 88% of users engaged in at least minimal use (eg, used the intervention at least once or completed one module or assessment), whereas 7-42% engaged in moderate use (completing between 40% and 60% of modular fixed-length programs or continuing to use apps after 4 weeks). Indications of completion or sustained use (completion of all modules or the last assessment or continuing to use apps after six weeks or more) varied from 0.5% to 28.6%. CONCLUSIONS: Available data suggest that uptake and engagement vary widely among the handful of implemented digital self-help apps and programs that have reported this, and that usage may vary from that reported in trials. Implementation data should be routinely gathered and reported to facilitate improved uptake and engagement, arguably among the major challenges in digital health.

Integrated (one-stop shop) youth health care: best available evidence and future directions.

Although mental health problems represent the largest burden of disease in young people, access to mental health care has been poor for this group. Integrated youth health care services have been proposed as an innovative solution. Integrated care joins up physical health, mental health and social care services, ideally in one location, so that a young person receives holistic care in a coordinated way. It can be implemented in a range of ways. A review of the available literature identified a range of studies reporting the results of evaluation research into integrated care services. The best available data indicate that many young people who may not otherwise have sought help are accessing these mental health services, and there are promising outcomes for most in terms of symptomatic and functional recovery. Where evaluated, young people report having benefited from and being highly satisfied with these services. Some young people, such as those with more severe presenting symptoms and those who received fewer treatment sessions, have failed to benefit, indicating a need for further integration with more specialist care. Efforts are underway to articulate the standards and core features to which integrated care services should adhere, as well as to further evaluate outcomes. This will guide the ongoing development of best practice models of service delivery.

Preventing Depression in Final Year Secondary Students: School-Based Randomized Controlled Trial.

BACKGROUND: Depression often emerges for the first time during adolescence. There is accumulating evidence that universal depression prevention programs may have the capacity to reduce the impact of depression when delivered in the school environment. OBJECTIVE: This trial investigated the effectiveness of SPARX-R, a gamified online cognitive behavior therapy intervention for the prevention of depression relative to an attention-matched control intervention delivered to students prior to facing a significant stressor-final secondary school exams. It was hypothesized that delivering a prevention intervention in advance of a stressor would reduce depressive symptoms relative to the control group. METHODS: A cluster randomized controlled trial was conducted in 10 government schools in Sydney, Australia. Participants were 540 final year secondary students (mean 16.7 [SD 0.51] years), and clusters at the school level were randomly allocated to SPARX-R or the control intervention. Interventions were delivered weekly in 7 modules, each taking approximately 20 to 30 minutes to complete. The primary outcome was symptoms of depression as measured by the Major Depression Inventory. Intention-to-treat analyses were performed. RESULTS: Compared to controls, participants in the SPARX-R condition (n=242) showed significantly reduced depression symptoms relative to the control (n=298) at post-intervention (Cohen d=0.29) and 6 months post-baseline (d=0.21) but not at 18 months post-baseline (d=0.33). CONCLUSIONS: This is the first trial to demonstrate a preventive effect on depressive symptoms prior to a significant and universal stressor in adolescents. It demonstrates that an online intervention delivered in advance of a stressful experience can reduce the impact of such an event on the potential development or exacerbation of depression. TRIAL REGISTRATION: Australian New Zealand Clinical Trials Registry ACTRN12614000316606; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=365986 (Archived by WebCite at http://www.webcitation.org/ 6u7ou1aI9).

The association between socioeconomic deprivation and secondary school students' health: findings from a latent class analysis of a national adolescent health survey.

BACKGROUND: The aims of this study were to examine indicators of socioeconomic deprivation among secondary school students and to determine associations between household poverty, neighbourhood deprivation and health indicators. METHODS: Data were from a nationally representative sample of 8500 secondary school students in New Zealand who participated in a health survey in 2012. Latent class analyses were used to group students by household poverty based on nine indicators of household socioeconomic deprivation: no car; no phone; no computer; their parent/s worry about not having enough money for food; more than two people sharing a bedroom; no holidays with their families; moving home more than twice that year; garages or living rooms used as bedrooms; and, no parent at home with employment. Multilevel generalized linear models were used to estimate the cross-level interaction between household poverty and neighbourhood deprivation with depressive symptoms, cigarette smoking and overweight/ obesity. RESULTS: Three groups of students were identified: 80 % of students had low levels of household poverty across all indicators; 15 % experienced moderate poverty; and 5 % experienced high levels of poverty. Depressive symptoms and cigarette smoking were 2-3 times higher in the poverty groups compared to student's not experiencing poverty. There were also higher rates of overweight/ obesity among students in the poverty groups compared to students not experiencing poverty, but once covariates were accounted for the relationship was less clear. Of note, students experiencing poverty and living in affluent neighbourhoods reported higher levels of depressive symptoms and higher rates of cigarette smoking than students experiencing poverty and living in low socioeconomic neighbourhoods. This cross-level interaction was not seen for overweight/ obesity. CONCLUSIONS: Measures of household socioeconomic deprivation among young people should not be combined with neighbourhood measures of socioeconomic deprivation due to non-linear relationships with health and behaviour indicators. Policies are needed that address household poverty alongside efforts to reduce socioeconomic inequalities in neighbourhoods.

Adolescents with disability report higher rates of injury but lower rates of receiving care: findings from a national school-based survey in New Zealand.

OBJECTIVE: This study investigates the associations between living with a disabling condition and experiencing clinically attended injuries, risk behaviours and difficulties accessing healthcare for injury among adolescents attending secondary (high) schools in New Zealand. METHODS: A nationally representative cross-sectional self-report survey conducted in 2012 captured health and well-being data from 8500 secondary school students using a multimedia computer-assisted interview. Respondents reporting a disability or a long-term condition with functional limitations were defined as adolescents with a disabling condition (index group of interest). The association between experience of disability (or not) and injuries, related risk factors and access to healthcare was investigated using logistic regression models. RESULTS: One in six students (n=1268, 14.9%) reported a disabling condition. Compared with their peers, these students had significantly increased odds of needing treatment in the previous 12 months for an injury related to an RTC (OR 1.53; 95% CI 1.11 to 2.10), fall (OR 1.30; 95% CI 1.08 to 1.57), near drowning (OR 2.50; 95% CI 1.40 to 4.48), assault (OR 2.13; 95% CI 1.50 to 3.02) and self-harm (OR 4.25; 95% CI 3.03 to 5.96). Students with disabilities were also at increased odds of reporting they had problems accessing healthcare for injury (OR 1.51; 95% CI 1.27 to 1.81). Adolescents with disability were more likely than their peers to have been a passenger in a vehicle where the driver was under the influence of drugs (OR 1.29; 95% CI 1.03 to 1.62) or was driving dangerously (OR 1.40; 95% CI 1.21 to 1.62). CONCLUSIONS: Acknowledging the likely underestimation of effects in a mainstream school survey, adolescents with disability face elevated odds of injury and yet have poorer access to healthcare. Environmental and systemic causes of these disparities require greater attention with implementation of effective interventions.

The Association Between Supportive High School Environments and Depressive Symptoms and Suicidality Among Sexual Minority Students.

The purpose of this study was to determine if sexual minority students in supportive school environments experienced fewer depressive symptoms and lower rates of suicide ideation, plans and attempts ("suicidality") than sexual minority students in less supportive school environments. In 2007, a nationally representative sample (N = 9,056) of students from 96 high schools in New Zealand used Internet tablets to complete a health and well-being survey that included questions on sexual attractions, depressive symptoms, and suicidality. Students reported their experience of supportive environments at school and gay, lesbian, bisexual, and transgender (GLBT) bullying, and these items were aggregated to the school level. Teachers (n = 2,901) from participating schools completed questionnaires on aspects of school climate, which included how supportive their schools were toward sexual minority students. Multilevel models were used to estimate school effects on depressive symptoms and suicidality controlling for background characteristics of students. Sexual minority students were more likely to report higher levels of depressive symptoms and suicidality than their opposite-sex attracted peers (p < .001). Teacher reports of more supportive school environments for GLBT students were associated with fewer depressive symptoms among male sexual minority students (p = .006) but not for female sexual minority students (p = .09). Likewise in schools where students reported a more supportive school environment, male sexual minority students reported fewer depressive symptoms (p = .006) and less suicidality (p < .001) than in schools where students reported less favorable school climates. These results suggest that schools play an important role in providing safe and supportive environments for male sexual minority students.

What has changed from 2001 to 2012 for sexual minority youth in New Zealand?

AIM: To provide an overview of the health and well-being of sexual minority high school students in New Zealand, investigate differences between sexual minority youth (SMY) and exclusively opposite-sex-attracted youth (EOSAY), and examine changes across survey waves. METHODS: Nationally representative cross-sectional surveys were completed in 2001 (n = 9011), 2007 (n = 8002) and 2012 (n = 8167). Logistic regressions were used to examine the associations between selected outcomes and sexual attraction across survey waves. RESULTS: SMY accounted for 6% of participants in all three waves, with a greater proportion being 'out' in 2012 (P < 0.0001). SMY were more likely to work as volunteers (OR = 1.37) than EOSAY, and the majority of SMY reported good general health, liking school and having caring friends. With the exceptions of binge drinking and being driven dangerously by someone, SMY reported comparatively diminished health and well-being relative to EOSAY. Increasing proportions of SMY had depressive symptoms from 2001 (OR = 2.38) to 2012 (OR = 3.73) compared with EOSAY. There were some differences between the sexes; female SMY were less likely to report positive family relationships (OR = 0.59) and liking school (OR = 0.55), and they were more likely to have been hit (2012 OR = 1.95) than female EOSAY. Male SMY reported especially high rates of suicide attempts (2012 OR = 5.64) compared with male EOSAY. CONCLUSIONS: Health services, schools, communities and families must be more responsive to the needs of SMY to ensure that disparities are addressed.

A qualitative study of sexual minority young people's experiences of computerised therapy for depression.

OBJECTIVE: To describe the experiences of lesbian, gay, bisexual or sexual minority youth who used a form of computerised therapy (Rainbow SPARX) for depression. METHODS: 25 adolescents (20 with significant depressive symptoms) who had trialled Rainbow SPARX took part in semi-structured interviews. The general inductive approach was used to analyse interview data. RESULTS: Feedback consisted of five main themes: 'appealing aspects'; 'applying it to real life'; 'things to improve'; 'aspects that did not appeal'; and 'other themes'. Young people suggested that there should be more sexuality-specific ('rainbow') content in the computer program. Seventeen participants thought computerised therapy helped them feel better or less depressed. CONCLUSIONS: Consumer perspectives are increasingly being sought and this user input is especially useful for improving services. Our study provides important in-depth feedback on Rainbow SPARX from the perspective of sexual minority youth, and it highlights that computerised therapies can be successfully modified for groups traditionally under-served by mainstream mental health interventions.

Stability and change in the mental health of New Zealand secondary school students 2007-2012: results from the national adolescent health surveys.

OBJECTIVE: To describe the self-reported mental health of New Zealand secondary school students in 2012 and to investigate changes between 2007 and 2012. METHODS: Nationally representative health and wellbeing surveys of students were completed in 2007 (n=9107) and 2012 (n=8500). Logistic regressions were used to examine the associations between mental health and changes over time. Prevalence data and adjusted odds ratios are presented. RESULTS: In 2012, approximately three-quarters (76.2%, 95% CI 74.8-77.5) of students reported good overall wellbeing. By contrast (also in 2012), some students reported self-harming (24.0%, 95% CI 22.7-25.4), depressive symptoms (12.8%, 95% CI 11.6-13.9), 2 weeks of low mood (31%, 95% CI 29.7-32.5), suicidal ideation (15.7%, 95% 14.5-17.0), and suicide attempts (4.5%, 95% CI 3.8-5.2). Between 2007 and 2012, there appeared to be slight increases in the proportions of students reporting an episode of low mood (OR 1.14, 95% CI 1.06-1.23, p=0.0009), depressive symptoms (OR 1.16, 95% CI 1.03-1.30, p=0.011), and using the Strengths and Difficulties Questionnaire - emotional symptoms (OR 1.38, 95% CI 1.23-1.54, p<0.0001), hyperactivity (OR 1.16, 95% CI 1.05-1.29, p=0.0051), and peer problems (OR 1.27, 95% CI 1.09-1.49, p=0.0022). The proportion of students aged 16 years or older reporting self-harm increased slightly between surveys, but there was little change for students aged 15 years or less (OR 1.29, 95% CI 1.15-1.44 and OR 1.10, 95% 0.98-1.23, respectively, p=0.0078). There were no changes in reported suicidal ideation and suicide attempts between 2007 and 2012. However, there has been an improvement in self-reported conduct problems since 2007 (OR 0.78, 95% CI 0.70-0.87, p<0.0001). CONCLUSIONS: The findings suggest a slight decline in aspects of self-reported mental health amongst New Zealand secondary school students between 2007 and 2012. There is a need for ongoing monitoring and for evidence-based, accessible interventions that prevent mental ill health and promote psychological wellbeing.