Burcusa, S. L. & Iacono, W. G. Risk for recurrence in depression. Clin. Psychol. Rev. 27 (8), 959–985 (2007).
Gibb, S. J., Fergusson, D. M. & Horwood, L. J. Burden of psychiatric disorder in young adulthood and life outcomes at age 30. Br. J. Psychiatry. 197 (2), 122–127 (2010).
National Academies of Sciences E et al. Families, Committee on the N. In The Promise of Adolescence: Realizing Opportunity for All Youth. edn. Edited by Backes EP, Bonnie RJ. Washington (DC): National Academies Press (US) Copyright 2019 by the National Academy of Sciences. All rights reserved (2019).
Correll, C. U. et al. Comparison of early intervention services vs treatment as usual for early-phase psychosis: a systematic review, meta-analysis, and meta-regression. JAMA Psychiatry. 75 (6), 555–565 (2018).
Colizzi, M., Lasalvia, A. & Ruggeri, M. Prevention and early intervention in youth mental health: is it time for a multidisciplinary and trans-diagnostic model for care? Int. J. Mental Health Syst. 14 (1), 23 (2020).
Fusar-Poli, P. Integrated mental health services for the developmental period (0 to 25 Years): A Critical Review of the Evidence. Front. Psychiatry. 10, 355 (2019).
Colizzi, M., Lasalvia, A. & Ruggeri, M. Prevention and early intervention in youth mental health: is it time for a multidisciplinary and trans-diagnostic model for care? Int. J. Mental Health Syst. 14, 1–14 (2020).
McGorry, P. D., Purcell, R., Hickie, I. B. & Jorm, A. F. Investing in youth mental health is a best buy. Med. J. Aust. 187 (S7), S5–S7 (2007).
Lam, L. T. Mental health literacy and mental health status in adolescents: a population-based survey. Child Adolesc. Psychiatry Mental Health. 8, 1–8 (2014).
Burns, B. J. et al. Mental health need and access to mental health services by youths involved with child welfare: A National survey. J. Am. Acad. Child. Adolesc. Psychiatry. 43 (8), 960–970 (2004).
Anderson, J. K., Howarth, E., Vainre, M., Jones, P. B. & Humphrey, A. A scoping literature review of service-level barriers for access and engagement with mental health services for children and young people. Child Youth Serv. Rev. 77, 164–176 (2017).
McGorry, P., Bates, T. & Birchwood, M. Designing youth mental health services for the 21st century: examples from australia, Ireland and the UK. Br. J. Psychiatry. 202 (s54), s30–s35 (2013).
McGorry, P. D. et al. Designing and scaling up integrated youth mental health care. World Psychiatry. 21 (1), 61–76 (2022).
McGorry, P. D. et al. The lancet psychiatry commission on youth mental health. Lancet Psychiatry. 11 (9), 731–774 (2024).
Akhlaghi, H. & Asadi, H. Essentials of Telemedicine and Telecare (BMJ Clinical Research, 2002).
Wilson, L. S. & Maeder, A. J. Recent directions in telemedicine: review of trends in research and practice. Healthc. Inf. Res. 21 (4), 213–222 (2015).
Bashshur, R. L. & Shannon, G. W. History of Telemedicine: Evolution, Context, and Transformation (Mary Ann Liebert, Inc., 2009).
Myers, K. & Comer, J. S. The case for telemental health for improving the accessibility and quality of children’s mental health services. J. Child Adolesc. Psychopharmacol. 26 (3), 186–191 (2016).
Boydell, K. M. et al. Using technology to deliver mental health services to children and youth: a scoping review. J. Can. Acad. Child. Adolesc. Psychiatry. 23 (2), 87 (2014).
Barney, A., Buckelew, S., Mesheriakova, V. & Raymond-Flesch, M. The COVID-19 pandemic and rapid implementation of adolescent and young adult telemedicine: challenges and opportunities for innovation. J. Adolesc. Health. 67 (2), 164–171 (2020).
Chandwani, R., De, R. & Dwivedi, Y. K. Telemedicine for low resource settings: exploring the generative mechanisms. Technol. Forecast. Soc. Chang. 127, 177–187 (2018).
Habib, G. M. et al. Systematic review of clinical effectiveness, components, and delivery of pulmonary rehabilitation in low-resource settings. Npj Prim. Care Respiratory Med. 30 (1), 52 (2020).
Were, M. C. Challenges in digital medicine applications in under-resourced settings. Nat. Commun. 2022 (13), 3020 (2022).
Johnson, S. et al. Acute psychiatric care: approaches to increasing the range of services and improving access and quality of care. World Psychiatry. 21 (2), 220–236 (2022).
Orsolini, L., Pompili, S., Salvi, V. & Volpe, U. A systematic review on telemental health in youth mental health: focus on anxiety, depression and obsessive-compulsive disorder. Medicina 57 (8), 793 (2021).
Fairchild, R. M., Ferng-Kuo, S-F., Rahmouni, H. & Hardesty, D. Telehealth increases access to care for children dealing with suicidality, depression, and anxiety in rural emergency departments. Telemedicine e-Health. 26 (11), 1353–1362 (2020).
Toscos, T. et al. Teens using screens for help: impact of suicidal ideation, anxiety, and depression levels on youth preferences for telemental health resources. JMIR Mental Health. 6 (6), e13230 (2019).
Nelson, E-L., Barnard, M. & Cain, S. Feasibility of telemedicine intervention for childhood depression. Counselling Psychother. Res. 6 (3), 191–195 (2006).
Bashshur, R. L., Shannon, G. W., Bashshur, N. & Yellowlees, P. M. The empirical evidence for telemedicine interventions in mental disorders. Telemedicine e-Health. 22 (2), 87–113 (2016).
Rickwood, D., Deane, F. P., Wilson, C. J. & Ciarrochi, J. Young people’s help-seeking for mental health problems. Australian E-J. Advancement Mental Health. 4 (3), 218–251 (2005).
Rickwood, D. J., Deane, F. P. & Wilson, C. J. When and how do young people seek professional help for mental health problems? Med. J. Aust. 187 (S7), S35–S39 (2007).
Gulliver, A., Griffiths, K. M. & Christensen, H. Perceived barriers and facilitators to mental health help-seeking in young people: a systematic review. BMC Psychiatry. 10, 1–9 (2010).
Radez, J. et al. Why do children and adolescents (not) seek and access professional help for their mental health problems? A systematic review of quantitative and qualitative studies. Eur. Child Adolesc. Psychiatry. 30 (2), 183–211 (2021).
Aguirre Velasco, A., Cruz, I. S. S., Billings, J., Jimenez, M. & Rowe, S. What are the barriers, facilitators and interventions targeting help-seeking behaviours for common mental health problems in adolescents? A systematic review. BMC Psychiatry. 20, 1–22 (2020).
O’connor, P. J., Martin, B., Weeks, C. S. & Ong, L. Factors that influence young people’s mental health help-seeking behaviour: a study based on the health belief model. J. Adv. Nurs. 70 (11), 2577–2587 (2014).
Ratnayake, P. & Hyde, C. Mental health literacy, help-seeking behaviour and wellbeing in young people: implications for practice. Educational Dev. Psychol. 36 (1), 16–21 (2019).
Jorm, A. F. Mental health literacy: public knowledge and beliefs about mental disorders. Br. J. Psychiatry. 177 (5), 396–401 (2000).
Google Scholar
Jorm, A. F. et al. Mental health literacy: a survey of the public’s ability to recognise mental disorders and their beliefs about the effectiveness of treatment. Med. J. Aust. 166 (4), 182–186 (1997).
Google Scholar
Wei, Y., McGrath, P. J., Hayden, J. & Kutcher, S. Mental health literacy measures evaluating knowledge, attitudes and help-seeking: a scoping review. BMC Psychiatry. 15, 1–20 (2015).
Kelly, C. M., Jorm, A. F. & Wright, A. Improving mental health literacy as a strategy to facilitate early intervention for mental disorders. Med. J. Aust. 187 (S7), S26–S30 (2007).
Jorm, A. F. Mental health literacy: empowering the community to take action for better mental health. Am. Psychol. 67 (3), 231 (2012).
O’Connor, M., Casey, L. & Clough, B. Measuring mental health literacy – a review of scale-based measures. J. Mental Health. 23 (4), 197–204 (2014).
Chen, Q. et al. Digital empowerment in mental health: A meta-analysis of internet-based interventions for enhancing mental health literacy. Int. J. Clin. Health Psychol. 24 (3), 100489 (2024).
Ito-Jaeger, S. et al. Digital video interventions and mental health literacy among young people: a scoping review. J. Mental Health. 31 (6), 873–883 (2022).
Brooks, H. et al. Improving mental health literacy among young people aged 11–15 years in java, indonesia: the co-development of a culturally-appropriate, user-centred resource (The impetus Intervention). Child Adolesc. Psychiatry Mental Health. 15 (1), 56 (2021).
Kirkland, A. B. Digital and media literacy in changing times: what mediaSmarts wants Us to know. Can. School Libr. J. 5, 1 (2021).
Wiens, K. et al. Mental health among Canadian postsecondary students: a mental health crisis? Can. J. Psychiatry. 65 (1), 30–35 (2020).
Kruisselbrink Flatt, A. A suffering generation: six factors contributing to the mental health crisis in North American higher education. Coll. Q. 16 (1), n1 (2013).
Koziarski, J., O’Connor, C. & Frederick, T. Policing mental health: the composition and perceived challenges of co-response teams and crisis intervention teams in the Canadian context. Police Pract. Res. 22 (1), 977–995 (2021).
Moroz, N., Moroz, I. & D’Angelo, M. S. Mental health services in canada: barriers and cost-effective solutions to increase access. In: Healthcare Management Forum: 2020: SAGE Publications Sage CA: Los Angeles, CA; : 282–287. (2020).
Steen, M. Co-design as a process of joint inquiry and imagination. Des. Issues. 29 (2), 16–28 (2013).
Thabrew, H., Fleming, T., Hetrick, S. & Merry, S. Co-design of eHealth interventions with children and young people. Front. Psychiatry. 9, 481 (2018).
Boyd, H., McKernon, S., Mullin, B. & Old, A. Improving healthcare through the use of co-design. N Z. Med. J. 125 (1357), 76–87 (2012).
Fox, G. et al. What guidance exists to support patient partner compensation practices? A scoping review of available policies and guidelines. Health Expect. 27 (1), e13970 (2024).
Stephana Julia, M. et al. Codesigning a user-centred digital psychoeducational tool for youth mental well-being with families in canada: study protocol for a sequential exploratory mixed methods study. BMJ Open. 13 (6), e072533 (2023).
Brown, S. A. et al. Team principles for successful interdisciplinary research teams. Am. Heart J. Plus. 32, 100306 (2023).
Mendelson, T., Sheridan, S. C. & Clary, L. K. Research with youth of color in low-income communities: strategies for recruiting and retaining participants. Res. Social Administrative Pharm. 17 (6), 1110–1118 (2021).
ELZE PDE. Strategies for recruiting and protecting gay, lesbian, bisexual, and transgender youths in the research process. In Handbook of Research with Lesbian, Gay, Bisexual, and Transgender Populations 60–88 (Routledge, 2009).
Burlew, A. K., Peteet, B. J., McCuistian, C. & Miller-Roenigk, B. D. Best practices for researching diverse groups. Am. J. Orthopsychiatry. 89 (3), 354 (2019).
Yancey, A. K., Ortega, A. N. & Kumanyika, S. K. Effective recruitment and retention of minority research participants. Annu. Rev. Public Health. 27 (1), 1–28 (2006).
Boyko, J. A., Lavis, J. N., Abelson, J., Dobbins, M. & Carter, N. Deliberative dialogues as a mechanism for knowledge translation and exchange in health systems decision-making. Soc. Sci. Med. 75 (11), 1938–1945 (2012).
Sibbald, S. L., Singer, P. A., Upshur, R. & Martin, D. K. Priority setting: what constitutes success? A conceptual framework for successful priority setting. BMC Health Serv. Res. 9 (1), 43 (2009).
Fitch, K., Bernstein, S., McDonnell, J. & Kahan, J. The RAND/UCLA appropriateness methods user’s manual. In.; (2001).
Fitch, K. et al. RAND/UCLA appropriateness method user’s manual (RAND corporation Santa Monica, CA, 2000).
Jorm, A. F. Using the Delphi expert consensus method in mental health research. Australian New. Z. J. Psychiatry. 49 (10), 887–897 (2015).
Jünger, S., Payne, S. A., Brine, J., Radbruch, L. & Brearley, S. G. Guidance on conducting and reporting DElphi studies (CREDES) in palliative care: recommendations based on a methodological systematic review. Palliat. Med. 31 (8), 684–706 (2017).
Moss, S. J. et al. Social factors associated with self-reported changes in mental health symptoms among youth in the COVID-19 pandemic: a cross-sectional survey. BMC Public. Health. 24 (1), 631 (2024).
Leigh, J. P. et al. A muti-informant National survey on the impact of COVID-19 on mental health symptoms of parent–child dyads in Canada. Sci. Rep. 13 (1), 7972 (2023).
Google Scholar
Moss, S. J. et al. Strategies to mitigate the impact of the COVID-19 pandemic on child and youth well-being: a scoping review protocol. BMJ Open. 12 (7), e062413 (2022).
Moss, S. J. C. C. et al. Theories, models, and frameworks used to implement digital interventions targeted to improve youth mental health: a scoping review Under Review (2024).
Moss, S. J. et al. J.: Interventions to improve wellbeing among children and youth during the COVID-19 pandemic: A systematic review. JAMA Pediatr. (Under Review) (2022).
Parsons Leigh, J. M. S. et al. Engaging families to create a better Post-pandemic future: Semi-structure interviews with youth and parents in Canada. Under Review (2024).
Scholten, H. & Granic, I. Use of the principles of design thinking to address limitations of digital mental health interventions for youth. J. Med. Internet. Res. 21 (1), e11528 (2019).
Iorfino, F. et al. A digital platform designed for youth mental health services to deliver personalized and measurement-based care. Front. Psychiatry. 10, 595 (2019).
Lehtimaki, S., Martic, J., Wahl, B., Foster, K. T. & Schwalbe, N. Evidence on digital mental health interventions for adolescents and young people: systematic overview. JMIR Mental Health. 8 (4), e25847 (2021).
Liverpool, S. et al. Engaging children and young people in digital mental health interventions: systematic review of modes of delivery, facilitators, and barriers. J. Med. Internet. Res. 22 (6), e16317 (2020).
Lattie, E. G., Stiles-Shields, C. & Graham, A. K. An overview of and recommendations for more accessible digital mental health services. Nat. Reviews Psychol. 1 (2), 87–100 (2022).
Patafio, B., Miller, P., Baldwin, R., Taylor, N. & Hyder, S. A systematic mapping review of interventions to improve adolescent mental health literacy, attitudes and behaviours. Early. Interv. Psychiat. 15 (6), 1470–1501 (2021).
Wei, Y., Hayden, J. A., Kutcher, S., Zygmunt, A. & McGrath, P. The effectiveness of school mental health literacy programs to address knowledge, attitudes and help seeking among youth. Early. Interv. Psychiat. 7 (2), 109–121 (2013).
Kutcher, S., Wei, Y. & Coniglio, C. Mental health literacy: past, present, and future. Can. J. Psychiatry. 61 (3), 154–158 (2016).
Kutcher, S., Bagnell, A. & Wei, Y. Mental health literacy in secondary schools: a Canadian approach. Child. Adolesc. Psychiatric Clin. 24 (2), 233–244 (2015).
Nobre, J., Oliveira, A. P., Monteiro, F., Sequeira, C. & Ferré-Grau, C. Promotion of mental health literacy in adolescents: a scoping review. Int. J. Environ. Res. Public Health. 18 (18), 9500 (2021).
Freţian, A. M. et al. The long-term effectiveness of interventions addressing mental health literacy and stigma of mental illness in children and adolescents: systematic review and meta-analysis. Int. J. Public. Health. 66, 1604072 (2021).
Likert Scale Examples for Surveys. (2025).
Lange, T. et al. Comparison of different rating scales for the use in Delphi studies: different scales lead to different consensus and show different test-retest reliability. BMC Med. Res. Methodol. 20 (1), 28 (2020).
Davies, M. R. et al. Management of fraudulent participants in online research: practical recommendations from a randomized controlled feasibility trial. Int. J. Eat. Disord. 57 (6), 1311–1321 (2024).
Morgan, D. L., Krueger, R. A. & King, J. A. The focus group guidebook: Sage; (1998).
MacDonald, J-A-M. et al. Include them and they will tell you: learnings from a participatory process with youth. Qual. Health Res. 21 (8), 1127–1135 (2011).
Arunkumar, K. et al. Conceptualizing youth participation in children’s health research: insights from a youth-driven process for developing a youth advisory Council. Children 6 (1), 3 (2018).
Berg, M., Coman, E. & Schensul, J. J. Youth action research for prevention: A multi-level intervention designed to increase efficacy and empowerment among urban youth. Am. J. Community Psychol. 43, 345–359 (2009).
Powers, J. L. & Tiffany, J. S. Engaging youth in participatory research and evaluation. J. Public. Health Manage. Pract. 12, S79–S87 (2006).
Foster-Fishman, P. G., Law, K. M., Lichty, L. F. & Aoun, C. Youth ReACT for social change: A method for youth participatory action research. Am. J. Community Psychol. 46, 67–83 (2010).
Krippendorff, K. Content analysis: an Introduction To its Methodology (Sage, 2018).
Thomas, D. R. A general inductive approach for qualitative data analysis. (2003).
Carcary, M. The research audit trial—enhancing trustworthiness in qualitative inquiry. Electron. J. Bus. Res. Methods. 7 (1), pp11–24 (2009).
Moss, S. J. et al. Interventions to improve well-being among children and youth aged 6–17 years during the COVID-19 pandemic: a systematic review. BMC Med. 21 (1), 131 (2023).
Moss, S. J. et al. Well-being approaches targeted to improve child and youth health post-COVID-19 pandemic: a scoping review. BMC Health Serv. Res. 24 (1), 1–15 (2024).
Biwer, F., Wiradhany, W., oude Egbrink, M. G. & De Bruin, A. B. Understanding effort regulation: comparing ‘pomodoro’breaks and self-regulated breaks. Br. J. Educ. Psychol. 93, 353–367 (2023).
Balban, M. Y. et al. Brief structured respiration practices enhance mood and reduce physiological arousal. Cell. Rep. Med. 4 (1), 100895 (2023).
Tweed, A. & Charmaz, K. Grounded theory methods for mental health practitioners. Qualitative research methods in mental health and psychotherapy: A guide for students and practitioners 2011:131–146.
Health, T. L. G. Mental health matters. Lancet Global Health. 8 (11), e1352 (2020).
Baumeister, H., Reichler, L., Munzinger, M. & Lin, J. The impact of guidance on Internet-based mental health interventions—A systematic review. Internet Interventions. 1 (4), 205–215 (2014).
Powell, B. J., Proctor, E. K. & Glass, J. E. A systematic review of strategies for implementing empirically supported mental health interventions. Res. Social Work Pract. 24 (2), 192–212 (2014).
Fazel, M., Hoagwood, K., Stephan, S. & Ford, T. Mental health interventions in schools in high-income countries. Lancet Psychiatry. 1 (5), 377–387 (2014).
Griner, D. (ed Smith) Culturally adapted mental health intervention: A meta-analytic review. Psychother. Theory Res. Pract. Train. 43 4 531 (2006).
Das, J. K. et al. Interventions for adolescent mental health: an overview of systematic reviews. J. Adolesc. Health. 59 (4), S49–S60 (2016).
Furnham, A. & Swami, V. Mental health literacy: A review of what it is and why it matters. Int. Perspect. Psychol. 7 (4), 240–257 (2018).
Yeo, G., Reich, S. M., Liaw, N. A. & Chia, E. Y. M. The effect of digital mental health literacy interventions on mental health: systematic review and Meta-Analysis. J. Med. Internet. Res. 26, e51268 (2024).
Philippe, T. J. et al. Digital health interventions for delivery of mental health care: systematic and comprehensive meta-review. JMIR Mental Health. 9 (5), e35159 (2022).
Fusar-Poli, P. et al. Preventive psychiatry: a blueprint for improving the mental health of young people. World Psychiatry. 20 (2), 200–221 (2021).
Andersson, G. & Titov, N. Advantages and limitations of Internet-based interventions for common mental disorders. World Psychiatry. 13 (1), 4–11 (2014).
Jorm, A. F. Why we need the concept of mental health literacy. Health Commun. 30 (12), 1166–1168 (2015).
Mansfield, R., Patalay, P. & Humphrey, N. A systematic literature review of existing conceptualisation and measurement of mental health literacy in adolescent research: current challenges and inconsistencies. BMC Public. Health. 20, 1–14 (2020).
O’Connor, M. & Casey, L. The mental health literacy scale (MHLS): A new scale-based measure of mental health literacy. Psychiatry Res. 229 (1–2), 511–516 (2015).
Spiker, D. A. & Hammer, J. H. Mental health literacy as theory: current challenges and future directions. J. Mental Health. 28 (3), 238–242 (2019).
Wei, Y., McGrath, P., Hayden, J. & Kutcher, S. The quality of mental health literacy measurement tools evaluating the stigma of mental illness: a systematic review. Epidemiol. Psychiatric Sci. 27 (5), 433–462 (2018).
Google Scholar
Ma, K. K. Y., Anderson, J. K. & Burn, A. M. School-based interventions to improve mental health literacy and reduce mental health stigma–a systematic review. Child Adolesc. Mental Health. 28 (2), 230–240 (2023).
Domhardt, M. et al. Mechanisms of change in digital health interventions for mental disorders in youth: systematic review. J. Med. Internet. Res. 23 (11), e29742 (2021).
Domhardt, M. et al. Mediators and mechanisms of change in internet-and mobile-based interventions for depression: a systematic review. Clin. Psychol. Rev. 83, 101953 (2021).
Gan, D. Z., McGillivray, L., Larsen, M. E., Christensen, H. & Torok, M. Technology-supported strategies for promoting user engagement with digital mental health interventions: A systematic review. Digit. Health. 8, 20552076221098268 (2022).
Pellicano, E. & Stears, M. The hidden inequalities of COVID-19. Autism 24 (6), 1309–1310 (2020).
Power, E., Hughes, S., Cotter, D. & Cannon, M. Youth mental health in the time of COVID-19. Ir. J. Psychol. Med. 37 (4), 301–305 (2020).
Google Scholar
Rauschenberg, C. et al. Social isolation, mental health, and use of digital interventions in youth during the COVID-19 pandemic: A nationally representative survey. Eur. Psychiatry. 64 (1), e20 (2021).
Jiang, X., Ming, W-K. & You, J. H. S. The Cost-Effectiveness of digital health interventions on the management of cardiovascular diseases: systematic review. J. Med. Internet Res. 21 (6), e13166 (2019).
Murray, E. et al. Evaluating digital health interventions: key questions and approaches. Am. J. Prev. Med. 51 (5), 843–851 (2016).
Pretorius, C. & Coyle, D. Young People’s use of digital tools to support their mental health during Covid-19 restrictions. Front. Digit. Health 3, 526 (2021).
Daros, A. R. et al. A meta-analysis of emotional regulation outcomes in psychological interventions for youth with depression and anxiety. Nat. Hum. Behav. 5 (10), 1443–1457 (2021).
Trosper, S. E., Buzzella, B. A., Bennett, S. M. & Ehrenreich, J. T. Emotion regulation in youth with emotional disorders: implications for a unified treatment approach. Clin. Child Fam. Psychol. Rev. 12, 234–254 (2009).
Villalta, L., Smith, P., Hickin, N. & Stringaris, A. Emotion regulation difficulties in traumatized youth: a meta-analysis and conceptual review. Eur. Child Adolesc. Psychiatry. 27, 527–544 (2018).
Google Scholar
Schäfer, J. Ö., Naumann, E., Holmes, E. A., Tuschen-Caffier, B. & Samson, A. C. Emotion regulation strategies in depressive and anxiety symptoms in youth: a meta-analytic review. J. Youth Adolesc. 46, 261–276 (2017).
Rodriguez, C. M., Tucker, M. C. & Palmer, K. Emotion regulation in relation to emerging adults’ mental health and delinquency: a multi-informant approach. J. Child Fam. Stud. 25, 1916–1925 (2016).
Nook, E. C. Emotion differentiation and youth mental health: current Understanding and open questions. Front. Psychol. 12, 700298 (2021).
Fry, M. D. et al. Youth perceptions of a caring climate, emotional regulation, and psychological well-being. Sport Exerc. Perform. Psychol. 1 (1), 44 (2012).
Google Scholar
Leipoldt, J. D., Harder, A. T., Kayed, N. S., Grietens, H. & Rimehaug, T. Determinants and outcomes of social climate in therapeutic residential youth care: a systematic review. Child Youth Serv. Rev. 99, 429–440 (2019).
Lanctôt, N., Lemieux, A. & Mathys, C. The value of a safe, connected social climate for adolescent girls in residential care. Residential Treat. Child. Youth. 33 (3–4), 247–269 (2016).
Hetrick, S. E. et al. Youth codesign of a mobile phone app to facilitate self-monitoring and management of mood symptoms in young people with major depression, suicidal ideation, and self-harm. JMIR Mental Health. 5 (1), e9041 (2018).
Bai, R. et al. Tracking and monitoring mood stability of patients with major depressive disorder by machine learning models using passive digital data: prospective naturalistic multicenter study. JMIR mHealth uHealth. 9 (3), e24365 (2021).
Miklowitz, D. J. et al. A randomized clinical trial of technology-enhanced family-focused therapy for youth in the early stages of mood disorders. JAACAP Open. 1 (2), 93–104 (2023).
Scott, E. M. et al. Early intervention, prevention, and prediction in mood disorders: tracking multidimensional outcomes in young people presenting for mental health care. In Personalized Psychiatry 39–62 (Elsevier, 2020).
Johansson, O., Michel, T., Andersson, G. & Paxling, B. Experiences of non-adherence to Internet-delivered cognitive behavior therapy: a qualitative study. Internet Interventions. 2 (2), 137–142 (2015).
Boyd, D. It’s Complicated: The Social Lives of Networked Teens (Yale University Press, 2014).
Plaistow, J. et al. Young people’s views of UK mental health services. Early. Interv. Psychiat. 8 (1), 12–23 (2014).
Stiles-Shields, C., Ho, J. & Mohr, D. C. A review of design characteristics of cognitive behavioral therapy-informed behavioral intervention technologies for youth with depression and anxiety. Digit. Health. 2, 2055207616675706 (2016).
Hollis, C. et al. Annual research review: digital health interventions for children and young people with mental health problems–a systematic and meta-review. J. Child Psychol. Psychiatry. 58 (4), 474–503 (2017).
Hall, D. A., Smith, H., Heffernan, E. & Fackrell, K. Recruiting and retaining participants in e-Delphi surveys for core outcome set development: evaluating the comit’id study. PLoS One. 13 (7), e0201378 (2018).
Donohoe, H. M. & Needham, R. D. Moving best practice forward: Delphi characteristics, advantages, potential problems, and solutions. Int. J. Tourism Res. 11 (5), 415–437 (2009).
Griner, D. & Smith, T. B. Culturally adapted mental health intervention: a meta-analytic review. Psychother. (Chic). 43 (4), 531–548 (2006).
Li, W. W., McIntyre, R., Reid, C. & Chao, M. A systematic review on the state of the Art of culturally adapted Mindfulness-Based interventions for first nations peoples: cultural adaptation, effectiveness, and feasibility. Mindfulness 15 (9), 2147–2172 (2024).
Borghouts, J. et al. Barriers to and facilitators of user engagement with digital mental health interventions: systematic review. J. Med. Internet. Res. 23 (3), e24387 (2021).
Mohr, D. C., Burns, M. N., Schueller, S. M., Clarke, G. & Klinkman, M. Behavioral intervention technologies: evidence review and recommendations for future research in mental health. Gen. Hosp. Psychiatry. 35 (4), 332–338 (2013).
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