Mental Health Mobile Apps for Preadolescents and Adolescents: A Systematic Review

Rebecca Grist, Joanna Porter, Paul Stallard, Rebecca Grist, Joanna Porter, Paul Stallard

Abstract

Background: There are an increasing number of mobile apps available for adolescents with mental health problems and an increasing interest in assimilating mobile health (mHealth) into mental health services. Despite the growing number of apps available, the evidence base for their efficacy is unclear.

Objective: This review aimed to systematically appraise the available research evidence on the efficacy and acceptability of mobile apps for mental health in children and adolescents younger than 18 years.

Methods: The following were systematically searched for relevant publications between January 2008 and July 2016: APA PsychNet, ACM Digital Library, Cochrane Library, Community Care Inform-Children, EMBASE, Google Scholar, PubMed, Scopus, Social Policy and Practice, Web of Science, Journal of Medical Internet Research, Cyberpsychology, Behavior and Social Networking, and OpenGrey. Abstracts were included if they described mental health apps (targeting depression, bipolar disorder, anxiety disorders, self-harm, suicide prevention, conduct disorder, eating disorders and body image issues, schizophrenia, psychosis, and insomnia) for mobile devices and for use by adolescents younger than 18 years.

Results: A total of 24 publications met the inclusion criteria. These described 15 apps, two of which were available to download. Two small randomized trials and one case study failed to demonstrate a significant effect of three apps on intended mental health outcomes. Articles that analyzed the content of six apps for children and adolescents that were available to download established that none had undergone any research evaluation. Feasibility outcomes suggest acceptability of apps was good and app usage was moderate.

Conclusions: Overall, there is currently insufficient research evidence to support the effectiveness of apps for children, preadolescents, and adolescents with mental health problems. Given the number and pace at which mHealth apps are being released on app stores, methodologically robust research studies evaluating their safety, efficacy, and effectiveness is promptly needed.

Keywords: adolescent; child; mHealth; mental health; mobile apps; preadolescent; review; self-help; smartphone apps.

Conflict of interest statement

Conflicts of Interest: None declared.

©Rebecca Grist, Joanna Porter, Paul Stallard. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 25.05.2017.

Figures

Figure 1
Figure 1
PRISMA flow diagram of results and article selection.

References

    1. Green H, McGinnity A, Meltzer H, Ford T, Goodman R. Mental Health of Children and Young People in Great Britain, 2004. Hampshire, UK: Palgrave MacMillan; 2005. [2017-01-10]. .
    1. Merikangas KR, He J, Burstein M, Swanson SA, Avenevoli S, Cui L, Benjet C, Georgiades K, Swendsen J. Lifetime prevalence of mental disorders in U.S. adolescents: results from the National Comorbidity Survey Replication-Adolescent Supplement (NCS-A) J Am Acad Child Adolesc Psychiatry. 2010 Oct;49(10):980–989. doi: 10.1016/j.jaac.2010.05.017.
    1. Kim-Cohen J, Caspi A, Moffitt TE, Harrington H, Milne BJ, Poulton R. Prior juvenile diagnoses in adults with mental disorder: developmental follow-back of a prospective-longitudinal cohort. Arch Gen Psychiatry. 2003 Jul;60(7):709–717. doi: 10.1001/archpsyc.60.7.709.
    1. Ford T, Mitrofan O, Wolpert M. Annual Report of the Chief Medical Officer 2013. Public Mental Health Priorities: Investing in the Evidence. London: Department of Health; 2014. [2017-01-10]. Life course: children and young people's mental health .
    1. Woodward LJ, Fergusson DM. Life course outcomes of young people with anxiety disorders in adolescence. J Am Acad Child Adolesc Psychiatry. 2001 Sep;40(9):1086–1093. doi: 10.1097/00004583-200109000-00018.
    1. Pennant ME, Loucas CE, Whittington C, Creswell C, Fonagy P, Fuggle P, Kelvin R, Naqvi S, Stockton S, Kendall T, Expert Advisory Group Computerised therapies for anxiety and depression in children and young people: a systematic review and meta-analysis. Behav Res Ther. 2015 Apr;67:1–18. doi: 10.1016/j.brat.2015.01.009.
    1. Richardson T, Stallard P, Velleman S. Computerised cognitive behavioural therapy for the prevention and treatment of depression and anxiety in children and adolescents: a systematic review. Clin Child Fam Psychol Rev. 2010 Sep;13(3):275–290. doi: 10.1007/s10567-010-0069-9.
    1. Ericsson. 2016. Nov, [2017-01-10]. Ericsson mobility report: on the pulse of the networked society .
    1. eMarketer. 2013. May 22, [2017-01-10]. Smartphones are increasingly UK kids' mobile phone of choice limited-function mobile phones may face a tough sell .
    1. Ofcom. 2014. Oct 08, [2017-01-10]. Children and parents: media use and attitudes report .
    1. Price M, Yuen EK, Goetter EM, Herbert JD, Forman EM, Acierno R, Ruggiero KJ. mHealth: a mechanism to deliver more accessible, more effective mental health care. Clin Psychol Psychother. 2014;21(5):427–436. doi: 10.1002/cpp.1855.
    1. Anthes E. Mental health: there's an app for that. Nature. 2016 Apr 7;532(7597):20–23. doi: 10.1038/532020a.
    1. Olff M. Mobile mental health: a challenging research agenda. Eur J Psychotraumatol. 2015;6:27882.
    1. Bakker D, Kazantzis N, Rickwood D, Rickard N. Mental health smartphone apps: review and evidence-based recommendations for future developments. JMIR Ment Health. 2016;3(1):e7. doi: 10.2196/mental.4984.
    1. Gulliver A, Griffiths KM, Christensen H. Perceived barriers and facilitators to mental health help-seeking in young people: a systematic review. BMC Psychiatry. 2010;10:113. doi: 10.1186/1471-244X-10-113.
    1. The National Institute for Health Research Horizon Scanning Research Intelligence Centre. 2015. Nov, [2017-01-10]. New and emerging mobile health interventions that promote behavioural change
    1. East ML, Havard BC. Mental health mobile apps: from infusion to diffusion in the mental health social system. JMIR Ment Health. 2015;2(1):e10. doi: 10.2196/mental.3954.
    1. Donker T, Petrie K, Proudfoot J, Clarke J, Birch M, Christensen H. Smartphones for smarter delivery of mental health programs: a systematic review. J Med Internet Res. 2013;15(11):e247. doi: 10.2196/jmir.2791.
    1. Martínez-Pérez B, De La Torre-Díez I, López-Coronado M. Mobile health applications for the most prevalent conditions by the world health organization: Review and analysis. J Med Internet Res. 2013 Jun 14;15(6):e120. doi: 10.2196/jmir.2600.
    1. Huguet A, Rao S, McGrath PJ, Wozney L, Wheaton M, Conrod J, Rozario S. A systematic review of cognitive behavioral therapy and behavioral activation apps for depression. PLoS One. 2016;11(5):e0154248. doi: 10.1371/journal.pone.0154248.
    1. Nicholas J, Larsen ME, Proudfoot J, Christensen H. Mobile apps for bipolar disorder: a systematic review of features and content quality. J Med Internet Res. 2015;17(8):e198. doi: 10.2196/jmir.4581.
    1. Leigh S, Flatt S. App-based psychological interventions: friend or foe? Evid Based Ment Health. 2015 Nov;18(4):97–99. doi: 10.1136/eb-2015-102203.
    1. National Collaborating Centre for Mental Health. 2014. Mar, E-therapies systematic review for children and young people with mental health problems
    1. Hollis C, Falconer CJ, Martin JL, Whittington C, Stockton S, Glazebrook C, Davies EB. Annual research review: digital health interventions for children and young people with mental health problems: a systematic and meta-review. J Child Psychol Psychiatry. 2016 Dec 10;:1. doi: 10.1111/jcpp.12663.
    1. Archangeli C, Marti FA, Wobga-Pasiah EA, Zima B. Mobile health interventions for psychiatric conditions in children: a scoping review. Child Adolesc Psychiatr Clin N Am. 2017 Jan;26(1):13–31. doi: 10.1016/j.chc.2016.07.009.
    1. Kenny R, Dooley B, Fitzgerald A. Feasibility of “CopeSmart”: a telemental health app for adolescents. JMIR Ment Health. 2015 Aug 10;2(3):e22. doi: 10.2196/mental.4370.
    1. Løventoft P, Nørregaard LB, Frøkjær E. Designing daybuilder: an experimental app to support people with depression. Proceedings of the 12th Participatory Design Conference: Exploratory Papers, Workshop Descriptions, Industry Cases; PDC'12; Aug 12-16, 2012; Roskilde, Denmark. 2012. pp. 1–4.
    1. Matthews M, Doherty G. In the mood: engaging teenagers in psychotherapy using mobile phones. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems; CHI 11; May 7-12, 2011; Vancouver, BC. 2011. pp. 2947–2956.
    1. Matthews M, Doherty G, Sharry J, Fitzpatrick C. Mobile phone mood charting for adolescents. Brit J Guid Couns. 2008 May;36(2):113–129. doi: 10.1080/03069880801926400. doi: 10.1080/03069880801926400.
    1. McManama O'Brien KH, LeCloux M, Ross A, Gironda C, Wharff EA. A pilot study of the acceptability and usability of a smartphone application intervention for suicidal adolescents and their parents. Arch Suicide Res. 2016 May 2;2:1–11. doi: 10.1080/13811118.2016.1182094.
    1. Niendam T, Iosif AM, Tully LM, Burch K, Carter C. Preliminary longitudinal study examining the clinical correlates of medication adherence assessed via a mobile health application in early psychosis care. Neuropsychopharmacology; ACNP 54th Annual Meeting; Dec 6-10, 2015; Hollywood, FL. 2015. Dec, pp. S473–S647.
    1. Patwardhan M, Stoll R, Hamel D, Amresh A, Gary KA, Pina A. Designing a mobile application to support the indicated preventionearly intervention of childhood anxiety. Proceedings of the Conference on Wireless Health; WH'15; Oct 14-16, 2015; Bethesda, MD. 2015.
    1. Pramana G, Parmanto B, Kendall PC, Silk JS. The SmartCAT: an m-health platform for ecological momentary intervention in child anxiety treatment. Telemed J E Health. 2014 May;20(5):419–427. doi: 10.1089/tmj.2013.0214.
    1. Reid SC, Kauer SD, Dudgeon P, Sanci LA, Shrier LA, Patton GC. A mobile phone program to track young people's experiences of mood, stress and coping. Development and testing of the mobiletype program. Soc Psychiatry Psychiatr Epidemiol. 2009 Jun;44(6):501–507. doi: 10.1007/s00127-008-0455-5.
    1. Reid SC, Kauer SD, Khor AS, Hearps SJ, Sanci LA, Kennedy AD, Patton GC. Using a mobile phone application in youth mental health-an evaluation study. Aust Fam Physician. 2012 Sep;41(9):711–714.
    1. Scotti J. ScholarWorks at University of Montana. 2014. [2017-01-10]. School-based DBT skills groups for adolescent eating disorders and body image concerns: a pilot study [doctoral dissertation] .
    1. Whitehouse SR, Lam P, Balka E, McLellan S, Deevska M, Penn D, Issenman R, Paone M. Co-creation with TickiT: designing and evaluating a clinical eHealth platform for youth. JMIR Res Protoc. 2013 Oct 18;2(2):e42. doi: 10.2196/resprot.2865.
    1. Kennard BD, Biernesser C, Wolfe KL, Foxwell AA, Craddock LS, Rial KV, Patel S, Cheng C, Goldstein T, McMakin D, Blastos B, Douaihy A, Zelazny J, Brent DA. Developing a brief suicide prevention intervention and mobile phone application: a qualitative report. J Technol Hum Serv. 2015 Oct 01;33(4):345–357. doi: 10.1080/15228835.2015.1106384.
    1. Kenny R, Dooley B, Fitzgerald A. Developing mental health mobile apps: exploring adolescents' perspectives. Health Informatics J. 2014 Nov 10;22(2):265–275. doi: 10.1177/1460458214555041.
    1. Tregarthen JP, Lock J, Darcy AM. Development of a smartphone application for eating disorder self-monitoring. Int J Eat Disord. 2015 Nov;48(7):972–982. doi: 10.1002/eat.22386.
    1. Verstappen M, Gardner P, Poon D, Bettridge T. Off the couch and out of the hospital, mobile applications for acceptance and commitment therapy. Proceedings of the 16th International Conference on Human-Computer Interaction with Mobile Devices and Services; MobileHCI'14; Sept 23-26, 2014; Toronto, ON. 2014. pp. 431–434.
    1. Whiteside SP. Mobile device-based applications for childhood anxiety disorders. J Child Adolesc Psychopharmacol. 2016 Apr;26(3):246–251. doi: 10.1089/cap.2015.0010.
    1. Aguirre R, McCoy Mk, Roan M. Development guidelines from a study of suicide prevention mobile applications (apps) J Technol Hum Serv. 2013 Jul;31(3):269–293. doi: 10.1080/15228835.2013.814750. doi: 10.1080/15228835.2013.814750.
    1. Kauer SD, Reid SC, Crooke AH, Khor A, Hearps SJ, Jorm AF, Sanci L, Patton G. Self-monitoring using mobile phones in the early stages of adolescent depression: randomized controlled trial. J Med Internet Res. 2012;14(3):e67. doi: 10.2196/jmir.1858.
    1. Reid SC, Kauer SD, Hearps SJ, Crooke AH, Khor AS, Sanci LA, Patton GC. A mobile phone application for the assessment and management of youth mental health problems in primary care: a randomised controlled trial. BMC Fam Pract. 2011;12:131. doi: 10.1186/1471-2296-12-131.
    1. Reid SC, Kauer SD, Hearps SJ, Crooke AH, Khor AS, Sanci LA, Patton GC. A mobile phone application for the assessment and management of youth mental health problems in primary care: health service outcomes from a randomised controlled trial of mobiletype. BMC Fam Pract. 2013;14:84. doi: 10.1186/1471-2296-14-84.
    1. Veldhuis J. Vrije Universiteit Amsterdam Faculteit der Social Wetenschappen. 2014. Media models matter in context: negotiated media effects of idealized body images [doctoral dissertation] .
    1. Whiteside S, Ale C, Vickers Douglas K, Tiede MS, Dammann JE. Case examples of enhancing pediatric OCD treatment with a smartphone application. Clin Case Stud. 2014 Feb;13(1):80–94. doi: 10.1177/1534650113504822. doi: 10.1177/1534650113504822.
    1. Apple. 2016. [2017-01-10]. Number of apps available in leading app stores as of June 2016
    1. Birney AJ, Gunn R, Russell JK, Ary DV. MoodHacker mobile web app with email for adults to self-manage mild-to-moderate depression: randomized controlled trial. JMIR Mhealth Uhealth. 2016 Jan 26;4(1):e8. doi: 10.2196/mhealth.4231.
    1. Dagöö J, Asplund RP, Bsenko HA, Hjerling S, Holmberg A, Westh S, Öberg L, Ljótsson B, Carlbring P, Furmark T, Andersson G. Cognitive behavior therapy versus interpersonal psychotherapy for social anxiety disorder delivered via smartphone and computer: a randomized controlled trial. J Anxiety Disord. 2014 May;28(4):410–417. doi: 10.1016/j.janxdis.2014.02.003.
    1. Watts S, Mackenzie A, Thomas C, Griskaitis A, Mewton L, Williams A, Andrews G. CBT for depression: a pilot RCT comparing mobile phone vs. computer. BMC Psychiatry. 2013;13:49. doi: 10.1186/1471-244X-13-49.
    1. Torous J, Firth J. The digital placebo effect: mobile mental health meets clinical psychiatry. Lancet Psychiatry. 2016 Feb;3(2):100–102. doi: 10.1016/S2215-0366(15)00565-9.
    1. Juarascio AS, Goldstein SP, Manasse SM, Forman EM, Butryn ML. Perceptions of the feasibility and acceptability of a smartphone application for the treatment of binge eating disorders: Qualitative feedback from a user population and clinicians. Int J Med Inform. 2015 Oct;84(10):808–816. doi: 10.1016/j.ijmedinf.2015.06.004.
    1. Stallard P, Richardson T, Velleman S. Clinicians' attitudes towards the use of computerized cognitive behaviour therapy (cCBT) with children and adolescents. Behav Cogn Psychother. 2010 Oct;38(5):545–560. doi: 10.1017/S1352465810000421.
    1. Christensen H, Griffiths KM, Farrer L. Adherence in internet interventions for anxiety and depression. J Med Internet Res. 2009;11(2):e13. doi: 10.2196/jmir.1194.
    1. Eysenbach G. The law of attrition. J Med Internet Res. 2005;7(1):e11. doi: 10.2196/jmir.7.1.e11.
    1. Fleming TM, de Beurs D, Khazaal Y, Gaggioli A, Riva G, Botella C, Baños RM, Aschieri F, Bavin LM, Kleiboer A, Merry S, Lau HM, Riper H. Maximizing the impact of e-Therapy and serious gaming: time for a paradigm shift. Front Psychiatry. 2016 Apr 18;7:7. doi: 10.3389/fpsyt.2016.00065.
    1. van Ballegooijen W, Cuijpers P, van Straten A, Karyotaki E, Andersson G, Smit JH, Riper H. Adherence to Internet-based and face-to-face cognitive behavioural therapy for depression: a meta-analysis. PLoS One. 2014;9(7):e100674. doi: 10.1371/journal.pone.0100674.
    1. Fleming TM, Bavin L, Stasiak K, Hermansson-Webb E, Merry SN, Cheek C, Lucassen M, Lau HM, Pollmuller B, Hetrick S. Serious games and gamification for mental health: current status and promising directions. Front Psychiatry. 2016;7:215. doi: 10.3389/fpsyt.2016.00215. doi: 10.3389/fpsyt.2016.00215.
    1. Haine-Schlagel R, Walsh NE. A review of parent participation engagement in child and family mental health treatment. Clin Child Fam Psychol Rev. 2015 Jun;18(2):133–150. doi: 10.1007/s10567-015-0182-x.
    1. Wicks P, Chiauzzi E. 'Trust but verify'-five approaches to ensure safe medical apps. BMC Med. 2015;13:205. doi: 10.1186/s12916-015-0451-z.
    1. Farrington C, Aristidou A, Ruggeri K. mHealth and global mental health: still waiting for the mH2 wedding? Global Health. 2014;10:17. doi: 10.1186/1744-8603-10-17.
    1. Kumar S, Nilsen WJ, Abernethy A, Atienza A, Patrick K, Pavel M, Riley WT, Shar A, Spring B, Spruijt-Metz D, Hedeker D, Honavar V, Kravitz R, Lefebvre RC, Mohr DC, Murphy SA, Quinn C, Shusterman V, Swendeman D. Mobile health technology evaluation: the mHealth evidence workshop. Am J Prev Med. 2013 Aug;45(2):228–236. doi: 10.1016/j.amepre.2013.03.017.

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