Patel V, Flisher AJ, Hetrick S, McGorry P. Mental health of young people: a global public-health challenge. Lancet. 2007;369(9569):1302–13.
Shore L, Toumbourou JW, Lewis AJ, Kremer P. Review: longitudinal trajectories of child and adolescent depressive symptoms and their predictors – a systematic review and meta-analysis. Child Adolesc Mental Health. 2018;23(2):107–20.
Blakemore S-J. Imaging brain development: the adolescent brain. NeuroImage. 2012;61(2):397–406. https://doi.org/10.1016/j.neuroimage.2011.11.080.
Mukumbang FC, Knight L, Masquillier C, Delport A, Sematlane N, Dube LT, et al. Household-focused interventions to enhance the treatment and management of HIV in low- and middle-income countries: a scoping review. BMC Public Health. 2019;19(1):1–14.
Alderfer MA, Fiese BH, Gold JI, Cutuli JJ, Holmbeck GN, Goldbeck L, et al. Evidence-based assessment in pediatric psychology: family measures. J Pediatr Psychol. 2008;33(9):1046–61.
Battles HB, Wiener LS. From adolescence through young adulthood: psychosocial adjustment associated with long-term survival of HIV. J Adolesc Health. 2002;30(3):161–8.
Willis N, Mavhu W, Wogrin C, Mutsinze A, Kagee A. Understanding the experience and manifestation of depression in adolescents living with HIV in Harare, Zimbabwe. PLoS One. 2018;13(1):1–11.
Haines C, Loades ME, Coetzee BJ, Higson-Sweeney N. Which HIV-infected youth are at risk of developing depression and what treatments help? A systematic review focusing on southern Africa. Int J Adolesc Med Health. 2019;38(1):43.
Vranda MN, Mothi SN. Psychosocial issues of children infected with HIV/AIDS. Indian J Psychol Med. 2013;35(1):19–22.
Frigati L, Ameyan W, Cotton M, Gregson C, Hoare J, Jao J, et al. Chronic comorbidities in children and adolescents with perinatally-acquired HIV infection in sub-Saharan Africa in the era of antiretroviral therapy. Lancet Child Adolesc Health. 2020;4642(20):1–11. https://doi.org/10.1016/S2352-4642(20)30037-7.
Uthman OA, Magidson JF, Safren SA, Nachega JB. Depression and adherence to antiretroviral therapy in low-, middle- and high-income countries: a systematic review and meta-analysis. Current HIV/AIDS Rep. 2014;11(3):291–307.
Parcesepe AM, Bernard C, Agler R, Ross J, Yotebieng M, Bass J, et al. Mental health and HIV: research priorities related to the implementation and scale up of “treat all” in sub-Saharan Africa. J Virus Erad. 2018;4(Suppl 2):16–25 Available from: http://www.ncbi.nlm.nih.gov/pubmed/30515310%0A. http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=PMC6248852.
Blashill AJ, Bedoya CA, Mayer KH, O’Cleirigh C, Pinkston MM, Remmert JE, et al. Psychosocial Syndemics are additively associated with worse ART adherence in HIV-infected individuals. AIDS Behav. 2015;19(6):981–6. https://doi.org/10.1007/s10461-014-0925-6.
Mellins CA, Elkington KS, Leu CS, Santamaria EK, Dolezal C, Wiznia A, et al. Prevalence and change in psychiatric disorders among perinatally HIV-infected and HIV-exposed youth. AIDS Care. 2012;24(8):953–62.
UNICEF. HIV and AIDS in adolescents. Turning the tide against AIDS will require more concentrated focus on adolescents and young people; 2019. [Cited 2020 Jun 10]. Available from: https://data.unicef.org/topic/adolescents/hiv-aids/.
Skeen S, Laurenzi CA, Gordon S, Du Toit S, Bradshaw M, Abrahams N, et al. Guidelines of mental health Promotive and preventive interventions for adolescents; 2020.
Laurenzi C, Skeen S, Gordon S, Akin-Olugbade O, Abrahams N, Bradshaw M, et al. Preventing mental health conditions in adolescents living with HIV: an urgent need for evidence. J Int AIDS Soc. 2020;23(S5):e25556.
Mellins CA, Malee KM. Understanding the mental health of youth living with perinatal HIV infection: lessons learned and current challenges. J Int AIDS Soc. 2013;16:1.
Murray J, Farrington DP, Eisner MP. Drawing conclusions about causes from systematic reviews of risk factors: the Cambridge quality checklists. J Exp Criminol. 2009;5(1):1–23.
Holmes EA, Ghaderi A, Harmer CJ, Ramchandani PG, Cuijpers P, Morrison AP, et al. The lancet psychiatry commission on psychological treatments research in tomorrow’s science. Lancet Psychiatry. 2018;5(3):237–86. https://doi.org/10.1016/S2215-0366(17)30513-8.
Vreeman RC, McCoy BM, Lee S. Mental health challenges among adolescents living with HIV. J Int AIDS Soc. 2017;20(3):100–9. https://doi.org/10.7448/IAS.20.4.21497.
Abas MA, Weiss HA, Simms V, Verhey R, Rusakaniko S, Araya R, et al. The effect of co-morbid anxiety on remission from depression for people participating in a randomised controlled trial of the friendship bench intervention in Zimbabwe. EClin Med. 2020;000:100333. https://doi.org/10.1016/j.eclinm.2020.100333.
Cluver LD, Orkin FM, Campeau L, Toska E, Webb D, Carlqvist A, et al. Improving lives by accelerating progress towards the UN sustainable development goals for adolescents living with HIV: a prospective cohort study. Lancet Child Adolesc Health. 2019;3(4):245–54. https://doi.org/10.1016/S2352-4642(19)30033-1.
Dyer CEF, Campeau L, Toska E, Hodes R, Cluver LD. Adolescents and youth living with HIV and the sustainable development goals: findings from Mzantsi Wakho year 2; 2019. Available from: http://teampata.org/wp-content/uploads/2019/05/Youth-and-SDGs_ASRU-Working-Paper_DyerCampeauToskaHodesCluver_May2019.pdf.
StatsSA. Media release: eastern cape community survey 2016 results. Statistics South Africa; 2016. [cited 2017 Dec 10]. Available from: http://www.statssa.gov.za/?p=8035.
Jacobs E, Punt C. A profile of the eastern cape province: demographics, poverty, inequality and unemployment. Vol. 1, PROVIDE project background paper; 2009. Available from: http://www.elsenburg.com/provide/documents/BP2005_1_2Demographics EC.pdf.
Vale B, Thabeng M. Mobilising AID(S)? Contesting HIV as a social and economic resource among youth in South Africa’s eastern cape. J South Afr Stud. 2015;41(4):797–813 Available from: http://www.tandfonline.com/loi/cjss20.
Cluver LD, Pantelic M, Toska E, Orkin M, Casale M, Bungane N, et al. STACKing the odds for adolescent survival: health service factors associated with full retention in care and adherence amongst adolescents living with HIV in South Africa. J Int AIDS Soc. 2018;21(9):1–8.
Kovacs M. Children’s depression inventory manual. New York; 1992. Available from: https://www.pearsonclinical.co.uk/Psychology/Generic/ChildrensDepressionInventory(CDI)/Resources/Technical.pdf.
Cluver LD, Gardner F, Operario D. Psychological distress amongst AIDS-orphaned children in urban South Africa. J Child Psychol Psychiatry Allied Discip. 2007;48(8):755–63.
Sherr L, Croome N, Clucas C, Brown E. Differential effects of single and double parental death on child emotional functioning and daily life in South Africa. Child Welfare. 2014;93(1):149–72.
Suliman S. Assessing post-traumatic responses among south African adolescents: a comparison of different methods. University of Cape Town; 2002.
Greenland S, Mansournia MA, Altman DG. Sparse data bias: a problem hiding in plain sight. BMJ (Online). 2016;353:1–6.
Gerard AB, Reynolds CR. Characteristics and applications of the revised Children’s manifest anxiety scale (RCMAS). Lawrence Erlbaum associates publishers; 1999.
Reynolds CR, Richmond BO. What I think and feel: a revised measure of children’s manifest anxiety. J Abnorm Child Psychol. 1978;6(2):271–80.
Boyes ME, Cluver LD. Performance of the revised Children’s manifest anxiety scale in a sample of children and adolescents from poor urban communities in Cape Town. Eur J Psychol Assess. 2013;1:1.
Boyes ME, Mason SJ, Cluver LD. Validation of a brief stigma-by-association scale for use with HIV/AIDS-affected youth in South Africa. AIDS Care. 2013;25(2):215–22.
Frick PJ. Alabama parenting questionnaire. Unpublished rating scale, University of Alabama; 1991.
Cluver LD, Meinck F, Steinert J, Shenderovich Y, Doubt J, Herrero-Romero R, et al. Parenting for lifelong health: a pragmatic cluster randomised controlled trial of a non-commcialised parenting programme for adolescents and their families in South Africa. BMJ Glob Health. 2018;3(1):1–16.
Lucchetti AE, Powers WG, Love DE. The empirical development of the child-parent communication apprehension scale for use with young adults. J Fam Commun. 2002;2(3):109–31 Available from: http://www.tandfonline.com/doi/abs/10.1207/S15327698JFC0203_1.
Bernays S, Lanyon C, Paparini S. Adolescents living with HIV: checking unhelpful terminology. J Adolesc Health. 2020;67(4):477–8. https://doi.org/10.1016/j.jadohealth.2020.07.021.
Sherr L, Cluver LD, Toska E, He E. Differing psychological vulnerabilities among behaviourally and perinatally HIV infected adolescents in South Africa–implications for targeted health service provision*. AIDS Care. 2018;30:92–101.
Pillay U, Roberts B, Rule S. South African social attitudes: changing times, diverse voices. Cape Town: HSRC Press; 2006.
Hoffman L, Stawski RS. Persons as contexts: evaluating between-person and within-person Effects in longitudinal analysis. Res Hum Dev. 2009;6(2–3):97–120.
Rohrer JM. Thinking clearly about correlations and causation: graphical causal models for observational data. Adv Methods Pract Psychol Sci. 2018;1(1):27–42.
Bell A, Fairbrother M, Jones K. Fixed and random effects models: making an informed choice. Qual Quant. 2019;53(2):1051–74.
Firebaugh G, Warner C, Fixed Effects MM, Effects R. Hybrid models for causal analysis. In: Handbook of causal analysis for social research; 2013. p. 113–32. https://doi.org/10.1007/978-94-007-6094-3.
Dieleman JL, Templin T. Random-effects, fixed-effects and the within-between specification for clustered data in observational health studies: a simulation study. PLoS One. 2014;9(10):1.
Schröder M. How income inequality influences life satisfaction: hybrid effects evidence from the German SOEP. Eur Sociol Rev. 2016;32(2):307–20.
Allison PD. Fixed effects regression models. Vol. 160. SAGE publications; 2009.
Allison PD. Beware of software for Fixed Effects negative binomial regression. Statistical horizons; 2012. Available from: https://statisticalhorizons.com/fe-nbreg.
Statistical Consulting Group. Negative binomial regression; 2020. UCLA. [cited 2020 May 2]. Available from: https://stats.idre.ucla.edu/stata/output/negative-binomial-regression/.
Knerr W, Gardner F, Cluver LD. Parenting and the prevention of child maltreatment in low- and middle-income countries: Pretoria; 2011.
McCoy A, Melendez-Torres GJ, Gardner F. Parenting interventions to prevent violence against children in low- and middle-income countries in east and Southeast Asia: a systematic review and multi-level meta-analysis. Child Abuse Negl. 2020;103:104444. https://doi.org/10.1016/j.chiabu.2020.104444.
Vlahovicova K, Melendez-Torres GJ, Leijten P, Knerr W, Gardner F. Parenting programs for the prevention of child physical abuse recurrence: a systematic review and meta-analysis. Clin Child Fam Psychol Rev. 2017;20(3):1–15.
Bhana A, Mellins CA, Small L, Nestadt DF, Leu CS, Petersen I, et al. Resilience in perinatal HIV+ adolescents in South Africa. AIDS Care. 2016;28:49–59.
Betancourt TS, Ng LC, Kirk CM, Brennan RT, Beardslee WR, Stulac S, et al. Family-based promotion of mental health in children affected by HIV: a pilot randomized controlled trial. J Child Psychol Psychiatry Allied Discip. 2017;58(8):922–30.
Bhana A, Abas MA, Kelly J, van Pinxteren M, Mudekunye LA, Pantelic M. Mental health interventions for adolescents living with HIV or affected by HIV in low- and middle-income countries: systematic review. BJPsych Open. 2020;6(5):1–15.
Bhana A, Mellins CA, Petersen I, Alicea S, Myeza N, Holst H, et al. The VUKA family program: piloting a family-based psychosocial intervention to promote health and mental health among HIV infected early adolescents in South Africa. AIDS Care. 2014;26(1):1–11. https://doi.org/10.1080/09540121.2013.806770.
Small L, Mercado M, Gopalan P, Pardo G, Mellins CA, McKay MMK. Enhancing the emotional well-being of perinatally HIV-infected youth across global contexts. Global Soc Welfare. 2014;1(1):25–35.
Betancourt TS, Ng LC, Kirk CM, Munyanah M, Mushashi C, Ingabire C, et al. Family-based prevention of mental health problems in children affected by HIV and AIDS: an open trial. AIDS. 2014;28(3):S359–68 Available from: http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=4315615&tool=pmcentrez&rendertype=abstract.
Kuo C, Mathews C, Giovenco D, Atujuna M, Beardslee W, Hoare J, et al. Acceptability, feasibility, and preliminary efficacy of a resilience-oriented family intervention to prevent adolescent HIV and depression: a pilot randomized controlled trial. AIDS Educ Prev. 2020;32(1):67–81.
Kamala BA, Rosecrans KD, Shoo TA, Al-Alawy HZ, Berrier F, Bwogi DF, et al. Evaluation of the families matter! Program in Tanzania: an intervention to promote effective parent-child communication about sex, sexuality, and sexual risk reduction. AIDS Educ Prev. 2017;29(2):105–20.
Marcus R, Rivett J, Kruja K. How far do parenting programmes help change norms underpinning violence against adolescents ? Evidence from low and middle-income countries. Global Public Health. 2020;0(0):1–22. https://doi.org/10.1080/17441692.2020.1776364.
Boyes ME, Cluver LD, Meinck F, Casale M, Newnham E. Mental health in south African adolescents living with HIV: correlates of internalising and externalising symptoms. AIDS Care. 2019;31(1):95–104. https://doi.org/10.1080/09540121.2018.1524121.
Alonso-Coello P, Schünemann HJ, Moberg J, Brignardello-Petersen R, Akl EA, Davoli M, et al. GRADE evidence to decision (EtD) frameworks: a systematic and transparent approach to making well informed healthcare choices. 1: introduction. BMJ. 2016;108(10):i2016. https://doi.org/10.1136/bmj.i2016.
Shenderovich Y, Eisner M, Cluver L, Doubt J, Berezin MK, Majokweni S, et al. What affects attendance and engagement in a parenting program in South Africa? Prev Sci. 2018;19(7):977–86.
Shenderovich Y, Eisner M, Cluver L, Doubt J, Berezin M, Majokweni S, et al. Delivering a parenting program in South Africa: the impact of implementation on outcomes. J Child Fam Stud. 2019. https://doi.org/10.1007/s10826-018-01319-y.
Lam PK, Fidler S. Foster C. a review of transition experiences in perinatally and behaviourally acquired HIV-1 infection; same, same but different? J Int AIDS Soc. 2017;20(Suppl 3):91–9.
Bray R, Dawes A. Parenting, family care and adolescence in east and southern Africa: an evidence-focused literature review. Innocenti discussion paper. Florence; 2016. Report No.: 2016–02.
Toska E, Cluver LD, Boyes ME, Isaacsohn M, Hodes R, Sherr L. School, supervision and adolescent-sensitive clinic care: combination social protection and reduced unprotected sex among HIV-positive adolescents in South Africa. AIDS Behav. 2017;21(9):2746–59.
Stein A, Dalton L, Rapa E, Bluebond-Langner M, Hanington L, Stein KF, et al. Communication with children and adolescents about the diagnosis of their own life-threatening condition. Lancet. 2019;393(10176):1150–63.
Fazel M, Patel V, Thomas S, Tol W. Mental health interventions in schools in low-income and middle-income countries. Lancet Psychiatry. 2014;1(5):388–98. https://doi.org/10.1016/S2215-0366(14)70357-8.
Shinde S, Weiss HA, Khandeparkar P, Pereira B, Sharma A, Gupta R, et al. A multicomponent secondary school health promotion intervention and adolescent health: an extension of the SEHER cluster randomised controlled trial in Bihar, India. PLoS Med. 2020;17(2):e1003021.
Skeen S, Laurenzi CA, Gordon SL, Du Toit S, Tomlinson M, Dua T, et al. Adolescent mental health program components and behavior risk reduction: a meta-analysis. Pediatrics. 2019;144(2):1.
Goldstein S, Japhet G, Usdin S, Scheepers E. Soul City: a sustainable edutainment vehicle facilitating social change. Health Promotion J Australia. 2004;15(2):114–20.
Schmid J, Wilson T, Taback R. Soul Buddyz clubs: a social development innovation. Int Soc Work. 2011;54(2):272–86.
Toska E, Campeau L, Cluver L, Orkin FM, Berezin MKN, Sherr L, et al. Consistent provisions mitigate exposure to sexual risk and HIV among young adolescents in South Africa. AIDS Behav. 2020;24(3):903–13. https://doi.org/10.1007/s10461-019-02735-x.
Hoekstra R, Vugteveen J, Warrens MJ, Kruyen PM. An empirical analysis of alleged misunderstandings of coefficient alpha. Int J Soc Res Methodol. 2019;22(4):351–64. https://doi.org/10.1080/13645579.2018.1547523.