Mental health mobile apps for preadolescents and adolescents: A systematic review

Journal of Medical Internet Research

Volumn 19, Issue 5, 2017, Pages

  Grist, Rebecca ^a   Porter, Joanna ^b   Stallard, Paul ^a,b  

^a University of Bath   (United Kingdom)

^b OXFORD HEALTH NHS FOUNDATION TRUST   (United Kingdom)

Author keywords

Adolescent; Child; Mental health; MHealth; Mobile apps; Preadolescent; Review; Self help; Smartphone apps

Indexed keywords

ADOLESCENT; ADULT; CHILD; HUMAN; MENTAL HEALTH SERVICE; MOBILE APPLICATION; TELEMEDICINE; TRENDS; UTILIZATION; YOUNG ADULT;

ADOLESCENT; ADULT; CHILD; HUMANS; MENTAL HEALTH SERVICES; MOBILE APPLICATIONS; TELEMEDICINE; YOUNG ADULT;

EID: 85030865785     PISSN: None     EISSN: 14388871     Source Type: Journal    
DOI: 10.2196/JMIR.7332     Document Type: Review

References (64)

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. URL:http://content.digital.nhs.uk/catalogue/PUB06116/ ment-heal-chil-youn-peop-gb-2004-rep1.pdf [accessed 2017-01-10] [WebCite Cache ID 6nR8e7xCU]
2. Merikangas KR, He J, Burstein M, Swanson SA, Avenevoli S, Cui L, et al. 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 [FREE Full text] [doi: 10.1016/j.jaac.2010.05.017] [Medline: 20855043]
3. 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] [Medline: 12860775]
4. 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. Life course: children and young people's mental health URL:http:/ /www.psymaptic.org/files/2014/09/CMO-Annual-Report-2013-Public-Mental-Health.pdf [accessed 2017-01-10] [WebCite Cache ID 6nPjWH9Wr]
5. 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] [Medline: 11556633]
6. Pennant ME, Loucas CE, Whittington C, Creswell C, Fonagy P, Fuggle P, 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] [Medline: 25727678]
7. 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] [Medline: 20532980]
8. Ericsson. 2016 Nov. Ericsson mobility report: on the pulse of the networked society URL:https://www.ericsson.com/ mobility-report [accessed 2017-01-10] [WebCite Cache ID 6nPXPKRxA]
9. eMarketer. 2013 May 22. Smartphones are increasingly UK kids' mobile phone of choice limited-function mobile phones may face a tough sell URL:https://www.emarketer.com/Article/Smartphones-Increasingly-UK-Kids-Mobile-Phone-of-Choice/ 1009910 [accessed 2017-01-10] [WebCite Cache ID 6nPXuF4e4]
10. Ofcom. 2014 Oct 08. Children and parents: media use and attitudes report URL:https://www.ofcom.org.uk/research-and-data/ media-literacy-research/children/children-parents-oct-14 [accessed 2017-01-10] [WebCite Cache ID 6nPYLrMYE]
11. Price M, Yuen EK, Goetter EM, Herbert JD, Forman EM, Acierno R, et al. mHealth: a mechanism to deliver more accessible, more effective mental health care. Clin Psychol Psychother 2014;21(5):427-436 [FREE Full text] [doi: 10.1002/cpp.1855] [Medline: 23918764]
12. Anthes E. Mental health: there's an app for that. Nature 2016 Apr 7;532(7597):20-23. [doi: 10.1038/532020a] [Medline: 27078548]
13. Olff M. Mobile mental health: a challenging research agenda. Eur J Psychotraumatol 2015;6:27882 [FREE Full text] [Medline: 25994025]
14. 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 [FREE Full text] [doi: 10.2196/mental.4984] [Medline: 26932350]
15. 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 [FREE Full text] [doi: 10.1186/1471-244X-10-113] [Medline: 21192795]
16. The National Institute for Health Research Horizon Scanning Research Intelligence Centre. 2015 Nov. New and emerging mobile health interventions that promote behavioural change URL:http://www.hsric.nihr.ac.uk/topics/ review-new-and-emerging-mobile-health-interventions-that-promote-behavioural-change/ [accessed 2017-01-10] [WebCite Cache ID 6nPZ29P0g]
17. 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 [FREE Full text] [doi: 10.2196/mental.3954] [Medline: 26543907]
18. 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 [FREE Full text] [doi: 10.2196/jmir.2791] [Medline: 24240579]
19. 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] [Medline: 23770578]
20. Huguet A, Rao S, McGrath PJ, Wozney L, Wheaton M, Conrod J, et al. A systematic review of cognitive behavioral therapy and behavioral activation apps for depression. PLoS One 2016;11(5):e0154248 [FREE Full text] [doi: 10.1371/journal.pone.0154248] [Medline: 27135410]
21. 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 [FREE Full text] [doi: 10.2196/jmir.4581] [Medline: 26283290]
22. 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] [Medline: 26459466]
23. National Collaborating Centre for Mental Health. 2014 Mar. E-therapies systematic review for children and young people with mental health problemsURL:http://www.e-lfh.org.uk/programmes/minded/general-resources/[WebCite Cache ID 6nPea7xEv]
24. Hollis C, Falconer CJ, Martin JL, Whittington C, Stockton S, Glazebrook 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 2016 Dec 10:1. [doi: 10.1111/jcpp.12663] [Medline: 27943285]
25. 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] [Medline: 27837939]
26. Kenny R, Dooley B, Fitzgerald A. Feasibility of “CopeSmart”: a telemental health app for adolescents. JMIR Ment Health 2015 Aug 10;2(3):e22 [FREE Full text] [doi: 10.2196/mental.4370] [Medline: 26552425]
27. Løventoft P, Nørregaard LB, Frøkjær E. Designing daybuilder: an experimental app to support people with depression. In: Proceedings of the 12th Participatory Design Conference: Exploratory Papers, Workshop Descriptions, Industry Cases. 2012 Presented at: PDC'12; Aug 12-16, 2012; Roskilde, Denmark p. 1-4. [doi: 10.1145/2348144.2348146]
28. Matthews M, Doherty G. In the mood: engaging teenagers in psychotherapy using mobile phones. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. 2011 Presented at: CHI 11; May 7-12, 2011; Vancouver, BC p. 2947-2956 URL:http://doi.org/10.1145/1978942.1979379 [doi: 10.1145/1978942.1979379]
29. Matthews M, Doherty G, Sharry J, Fitzpatrick C. Mobile phone mood charting for adolescents. Brit J Guid Couns 2008 May;36(2):113-129 [FREE Full text] [doi: 10.1080/03069880801926400]
30. 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] [Medline: 27136115]
31. 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. In: Neuropsychopharmacology. 2015 Dec Presented at: ACNP 54th Annual Meeting; Dec 6-10, 2015; Hollywood, FL p. S473-S647. [doi: 10.1038/npp.2014.282]
32. 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. In: Proceedings of the Conference on Wireless Health. 2015 Presented at: WH'15; Oct 14-16, 2015; Bethesda, MD URL:http://doi.org/10.1145/2811780.2811954 [doi: 10.1145/2811780.2811954]
33. 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 [FREE Full text] [doi: 10.1089/tmj.2013.0214] [Medline: 24579913]
34. 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] [Medline: 19011723]
35. Reid SC, Kauer SD, Khor AS, Hearps SJ, Sanci LA, Kennedy AD, et al. Using a mobile phone application in youth mental health-an evaluation study. Aust Fam Physician 2012 Sep;41(9):711-714. [Medline: 22962650]
36. Scotti J. ScholarWorks at University of Montana. 2014. School-based DBT skills groups for adolescent eating disorders and body image concerns: a pilot study [doctoral dissertation] URL:http://scholarworks.umt.edu/cgi/viewcontent. cgi?article=5482&context=etd [accessed 2017-01-10] [WebCite Cache ID 6pB2yfvXg]
37. Whitehouse SR, Lam P, Balka E, McLellan S, Deevska M, Penn D, et al. Co-creation with TickiT: designing and evaluating a clinical eHealth platform for youth. JMIR Res Protoc 2013 Oct 18;2(2):e42 [FREE Full text] [doi: 10.2196/resprot.2865] [Medline: 24140595]
38. Kennard BD, Biernesser C, Wolfe KL, Foxwell AA, Craddock LS, Rial KV, et al. Developing a brief suicide prevention intervention and mobile phone application: a qualitative report. J Technol Hum Serv 2015 Oct 01;33(4):345-357 [FREE Full text] [doi: 10.1080/15228835.2015.1106384] [Medline: 26977137]
39. 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] [Medline: 25385165]
40. 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] [Medline: 26213130]
41. Verstappen M, Gardner P, Poon D, Bettridge T. Off the couch and out of the hospital, mobile applications for acceptance and commitment therapy. In: Proceedings of the 16th International Conference on Human-Computer Interaction with Mobile Devices and Services. 2014 Presented at: MobileHCI'14; Sept 23-26, 2014; Toronto, ON p. 431-434. [doi: 10.1145/2628363.2633573]
42. 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] [Medline: 26244903]
43. Aguirre R, McCoy M, Roan M. Development guidelines from a study of suicide prevention mobile applications (apps). J Technol Hum Serv 2013 Jul;31(3):269-293 [FREE Full text] [doi: 10.1080/15228835.2013.814750]
44. Kauer SD, Reid SC, Crooke AH, Khor A, Hearps SJ, Jorm AF, et al. Self-monitoring using mobile phones in the early stages of adolescent depression: randomized controlled trial. J Med Internet Res 2012;14(3):e67 [FREE Full text] [doi: 10.2196/jmir.1858] [Medline: 22732135]
45. Reid SC, Kauer SD, Hearps SJ, Crooke AH, Khor AS, Sanci LA, et al. 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 [FREE Full text] [doi: 10.1186/1471-2296-12-131] [Medline: 22123031]
46. Reid SC, Kauer SD, Hearps SJ, Crooke AH, Khor AS, Sanci LA, et al. 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 [FREE Full text] [doi: 10.1186/1471-2296-14-84] [Medline: 23782796]
47. Veldhuis J. Vrije Universiteit Amsterdam Faculteit der Social Wetenschappen. 2014. Media models matter in context: negotiated media effects of idealized body images [doctoral dissertation]URL:https://research.vu.nl/ws/portalfiles/portal/ 1125682[WebCite Cache ID 6nPlGZs5W]
48. 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 [FREE Full text] [doi: 10.1177/1534650113504822]
49. Apple. 2016. Number of apps available in leading app stores as of June 2016 URL:https://www.statista.com/statistics/ 276623/number-of-apps-available-in-leading-app-stores/ [accessed 2017-01-10] [WebCite Cache ID 6nPmLiubY]
50. 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 [FREE Full text] [doi: 10.2196/mhealth.4231] [Medline: 26813737]
51. Dagöö J, Asplund RP, Bsenko HA, Hjerling S, Holmberg A, Westh S, et al. 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] [Medline: 24731441]
52. Watts S, Mackenzie A, Thomas C, Griskaitis A, Mewton L, Williams A, et al. CBT for depression: a pilot RCT comparing mobile phone vs. computer. BMC Psychiatry 2013;13:49 [FREE Full text] [doi: 10.1186/1471-244X-13-49] [Medline: 23391304]
53. 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] [Medline: 26851322]
54. 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 [FREE Full text] [doi: 10.1016/j.ijmedinf.2015.06.004] [Medline: 26113461]
55. 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] [Medline: 20615273]
56. Christensen H, Griffiths KM, Farrer L. Adherence in internet interventions for anxiety and depression. J Med Internet Res 2009;11(2):e13 [FREE Full text] [doi: 10.2196/jmir.1194] [Medline: 19403466]
57. Eysenbach G. The law of attrition. J Med Internet Res 2005;7(1):e11 [FREE Full text] [doi: 10.2196/jmir.7.1.e11] [Medline: 15829473]
58. Fleming TM, de Beurs D, Khazaal Y, Gaggioli A, Riva G, Botella C, et al. 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] [Medline: 4834305]
59. van Ballegooijen W, Cuijpers P, van Straten A, Karyotaki E, Andersson G, Smit JH, et al. Adherence to Internet-based and face-to-face cognitive behavioural therapy for depression: a meta-analysis. PLoS One 2014;9(7):e100674 [FREE Full text] [doi: 10.1371/journal.pone.0100674] [Medline: 25029507]
60. Fleming TM, Bavin L, Stasiak K, Hermansson-Webb E, Merry SN, Cheek C, et al. Serious games and gamification for mental health: current status and promising directions. Front Psychiatry 2016;7:215 [FREE Full text] [doi: 10.3389/fpsyt.2016.00215] [Medline: 28119636]
61. 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 [FREE Full text] [doi: 10.1007/s10567-015-0182-x] [Medline: 25726421]
62. Wicks P, Chiauzzi E. 'Trust but verify'-five approaches to ensure safe medical apps. BMC Med 2015;13:205 [FREE Full text] [doi: 10.1186/s12916-015-0451-z] [Medline: 26404791]
63. Farrington C, Aristidou A, Ruggeri K. mHealth and global mental health: still waiting for the mH2 wedding? Global Health 2014;10:17 [FREE Full text] [doi: 10.1186/1744-8603-10-17] [Medline: 24670011]
64. Kumar S, Nilsen WJ, Abernethy A, Atienza A, Patrick K, Pavel M, et al. Mobile health technology evaluation: the mHealth evidence workshop. Am J Prev Med 2013 Aug;45(2):228-236 [FREE Full text] [doi: 10.1016/j.amepre.2013.03.017] [Medline: 23867031]