Skip to main content

Evaluation Review of Mobile Apps Supporting Adolescents’ and Young Adults’ Mental Health

  • Chapter
  • First Online:
mHealth and Human-Centered Design Towards Enhanced Health, Care, and Well-being

Part of the book series: Studies in Big Data ((SBD,volume 120))

  • 224 Accesses

Abstract

Supporting adolescents’ and youths’ mental health has become a key priority, especially in Western countries. The pervasive adoption of mobile tools by the younger generations may provide a significant opportunity to increase access to services that promote mental health and well-being. Although, in recent years, several mobile applications were developed, there is limited information available about their psychological quality. In this contribution, we will review mental health apps for adolescents and young adults and assess their quality by utilizing the Evaluation Model Screener, which is a part of the American Psychiatric Association Comprehensive App Evaluation Model. Drawing on the results of this analysis, we will discuss the importance of user experience in developing mHealth tools and conclude with key considerations for the future developments of mHealth for adolescents and young adults.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 139.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 179.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Sawyer, S.M., Azzopardi, P.S., Wickremarathne, D., Patton, G.C.: The age of adolescence. Lancet Child & Adolesc. Health. 2(3), 223–228 (2018)

    Article  Google Scholar 

  2. Patalay, P., Gage, S.H.: Changes in millennial adolescent mental health and health-related behaviours over 10 years: a population cohort comparison study. Int. J. Epidemiol. 48(5), 1650–1664 (2019)

    Article  Google Scholar 

  3. Bor, W., Dean, A.J., Najman, J., Hayatbakhsh, R.: Are child and adolescent mental health problems increasing in the 21st century? A systematic review. Aust. N. Z. J. Psychiatry 48(7), 606–616 (2014)

    Article  Google Scholar 

  4. Fink, E., Patalay, P., Sharpe, H., Holley, S., Deighton, J., Wolpert, M.: Mental health difficulties in early adolescence: a comparison of two cross-sectional studies in England from 2009 to 2014. J. Adolesc. Health 56(5), 502–507 (2015)

    Article  Google Scholar 

  5. de Figueiredo, C.S., Sandre, P.C., Portugal, L.C., Mázala-de-Oliveira, T., da Silva, C.L., Raony, Í., Ferreira, E.S., Giestal-de-Araujo, E., Dos Santos, A.A., Bomfim, P.O.: COVID-19 pandemic impact on children and adolescents’ mental health: Biological, environmental, and social factors. Prog. Neuropsychopharmacol. Biol. Psychiatry 2(106), 110171 (2021)

    Article  Google Scholar 

  6. Radovic, A., McCarty, C.A., Katzman, K., Richardson, L.P.: Adolescents’ perspectives on using technology for health: qualitative study. JMIR Pediatr. Parent. 1(1), e8677 (2018)

    Article  Google Scholar 

  7. Carreiro, S., Chai, P.R., Carey, J., Lai, J., Smelson, D., Boyer, E.W.: mHealth for the detection and intervention in adolescent and young adult substance use disorder. Curr. Addict. Rep. 5(2), 110–119 (2018)

    Article  Google Scholar 

  8. Gaggioli, A., Riva, G.: From mobile mental health to mobile wellbeing: opportunities and challenges. Stud. Health Technol. Inform 184, 141–147 (2013)

    Google Scholar 

  9. Lenhart, A.: Teens, social media & technology overview 2015. (2015). Accessed from https://www.pewresearch.org/internet/2015/04/09/teens-social-media-technology-2015/ (April, 2022).

  10. Chandrashekar, P.: Do mental health mobile apps work: evidence and recommendations for designing high-efficacy mental health mobile apps. Mhealth., 4, (2018)

    Google Scholar 

  11. Marley, J., Farooq, S.: Mobile telephone apps in mental health practice: uses, opportunities and challenges. BJPsych bulletin. 39(6), 288–290 (2015)

    Article  Google Scholar 

  12. Leigh, S., Flatt, S.: App-based psychological interventions: friend or foe? Evid. Based Ment. Health 18(4), 97–99 (2015)

    Article  Google Scholar 

  13. Lyon, A.R., Brewer, S.K., Areán, P.A.: Leveraging human-centered design to implement modern psychological science: Return on an early investment. Am. Psychol. 75(8), 1067 (2020)

    Article  Google Scholar 

  14. Adam, M.B., Minyenya-Njuguna, J., Karuri Kamiru, W., Mbugua, S., Makobu, N.W., Donelson, A.J.: Implementation research and human-centred design: how theory driven human-centred design can sustain trust in complex health systems, support measurement and drive sustained community health volunteer engagement. Health Policy Plan., 35(Supplement_2), ii150-ii162 (2020).

    Google Scholar 

  15. Grist, R., Porter, J., Stallard, P.: Mental health mobile apps for preadolescents and adolescents: a systematic review. J. Med. Internet Res. 19(5), e7332 (2017)

    Article  Google Scholar 

  16. Donker, T., Petrie, K., Proudfoot, J., Clarke, J., Birch, M.R., Christensen, H.: Smartphones for smarter delivery of mental health programs: a systematic review. J. Med. Internet Res. 15(11), e2791 (2013)

    Article  Google Scholar 

  17. 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. 15(6), e2600 (2013)

    Article  Google Scholar 

  18. Hollis, C., Falconer, C.J., Martin, J.L., Whittington, C., Stockton, S., Glazebrook, C., Davies, E.B.: 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)

    Article  Google Scholar 

  19. Lagan, S., Aquino, P., Emerson, M.R., Fortuna, K., Walker, R., Torous, J.: Actionable health app evaluation: translating expert frameworks into objective metrics. NPJ digital medicine. 3(1), 1–8 (2020)

    Article  Google Scholar 

  20. World Health Organization. Promoting mental health: concepts, emerging evidence, practice (Summary Report). World Health Organization, Geneva (2004)

    Google Scholar 

  21. World Health Organization.: Promoting mental health: concepts, emerging evidence, practice: a report of the World Health Organization, Department of Mental Health and Substance Abuse in collaboration with the Victorian Health Promotion Foundation and the University of Melbourne. World Health Organization, (2005). https://apps.who.int/iris/handle/10665/43286

  22. Deci, E.L., Ryan, R.M.: Hedonia, eudaimonia, and well-being: An introduction. J. Happiness Stud. 9(1), 1–1 (2008)

    Article  Google Scholar 

  23. Keyes, C.L.: The mental health continuum: From languishing to flourishing in life. J. Health Soc. Behav. 1, 207–222 (2002)

    Article  Google Scholar 

  24. Michel, T., Tachtler, F., Slovak, P., Fitzpatrick, G.A.: Review of youth mental health promotion apps towards their fit with youth media preferences. EAI Endorsed Trans. Pervasive Health Technol., 5(17), (2019)

    Google Scholar 

  25. Gaggioli, A., Riva, G., Peters, D., Calvo, R.A.: Positive Technology, computing, and design: shaping a future in which technology promotes psychological well-being. In: Emotions and Affect in Human Factors and Human–Computer Interaction (pp. 477–502). (2017)

    Google Scholar 

  26. Villani, D., Cipresso, P., Gaggioli, A., Riva, G.: Integrating technology in positive psychology practice. IGI Global, Hershey, PA (2016). https://doi.org/10.4018/978-1-4666-9986-1

  27. Peters, D., Calvo, R.A., Ryan, R.M.: Designing for motivation, engagement and wellbeing in digital experience. Front. Psychol. 28(9), 797 (2018)

    Article  Google Scholar 

  28. Ross, D.A., Hinton, R., Melles-Brewer, M., Engel, D., Zeck, W., Fagan, L., Herat, J., Phaladi, G., Imbago-Jácome, D., Anyona, P., Sanchez, A., Damji, N., Terki, F., Baltag, V., Patton, G., Silverman, A., Fogstad, H., Banerjee, A., Mohan, A.: Adolescent well-being: a definition and conceptual framework. J. Adolesc. Health: Off. Publ. Soc. Adolesc. Med. 67(4), 472–476 (2020). https://doi.org/10.1016/j.jadohealth.2020.06.042

    Article  Google Scholar 

  29. Alexandrova, A.: A Philosophy for the Science of Wellbeing. Oxford University Press, United States of America (2017). https://doi.org/10.1093/oso/9780199300518.001.0001

    Book  Google Scholar 

  30. Gillett-Swan, J.K.: Investigating tween children’s capacity to conceptualise the complex issue of wellbeing. Glob. Stud. Child. 4(2), 64–76 (2014)

    Article  Google Scholar 

  31. Gennings, E., Brown, H.J., Hewlett, D.: (Constructing a definition: adolescent wellbeing from the perspective of the child and expert. Int. J. Wellbeing 11(1), 69–88 (2021). https://doi.org/10.5502/ijw.v11i1.146)

    Article  Google Scholar 

  32. Bharara, G., Duncan, S., Jarden, A., Hinckson, E.: A prototype analysis of New Zealand adolescents’ conceptualizations of wellbeing. Int J Wellbeing 9(4), 1–25 (2019). https://doi.org/10.5502/ijw.v9i4.975

    Article  Google Scholar 

  33. Oviatt, S.: Human-centered design meets cognitive load theory: designing interfaces that help people think. In: Proceedings of the 14th ACM international conference on Multimedia (pp. 871–880), (2006)

    Google Scholar 

  34. Chambers, D.A.: Advancing the science of implementation: A workshop summary. Adm. Policy Ment. Health Ment. Health Serv. Research. 35(1), 3–10 (2008)

    Article  Google Scholar 

  35. Albert, B., Tullis, T.: Measuring the user experience: collecting, analyzing, and presenting usability metrics, pp. 100−113. Newnes, (2013)

    Google Scholar 

  36. Kalil, T.: Using human-centered design to make government work better and cost less. The White House, (2015)

    Google Scholar 

  37. Harte, R., Glynn, L., Rodríguez-Molinero, A., Baker, P.M., Scharf, T., Quinlan, L.R., Ólaighin, G.: A human-centered design methodology to enhance the usability, human factors, and user experience of connected health systems: a three-phase methodology. JMIR Hum. Factors 4(1), e5443 (2017)

    Article  Google Scholar 

  38. Lyon, A.R., Munson, S.A., Renn, B.N., Atkins, D.C., Pullmann, M.D., Friedman, E., Areán, P.A.: Use of human-centered design to improve implementation of evidence-based psychotherapies in low-resource communities: protocol for studies applying a framework to assess usability. JMIR Res. Protoc. 8(10), e14990 (2019)

    Article  Google Scholar 

  39. Shneiderman, B.: Software psychology: Human factors in com. Winthrop Publishers, Computer and Information Systems, Cambridge, Massachusetts, USA (1980)

    Google Scholar 

  40. Lyon, A.R., Dopp, A.R., Brewer, S.K., Kientz, J.A., Munson, S.A.: Designing the future of children’s mental health services. Administration and Policy in Mental Health and Mental Health Services Research. 47(5), 735–751 (2020)

    Article  Google Scholar 

  41. Morrison, L.G., Yardley, L., Powell, J., Michie, S.: What design features are used in effective e-health interventions? A review using techniques from critical interpretive synthesis. Telemed. E-Health. 18(2), 137–144 (2012)

    Article  Google Scholar 

  42. Ranney, M.L., Pittman, S.K., Riese, A., Ybarra, M., Huang, J., Spirito, A., Rosen, R.: Mobile health intervention development principles: lessons from an adolescent cyberbullying intervention. In: Proceedings of the 51st Hawaii International conference on system sciences (2018)

    Google Scholar 

  43. O’Brien, K.H., Wyman Battalen, A., Sellers, C.M., Spirito, A., Yen, S., Maneta, E., Ryan, C.A., Braciszewski, J.M.: An mHealth approach to extend a brief intervention for adolescent alcohol use and suicidal behavior: Qualitative analyses of adolescent and parent feedback. J. Technol. Hum. Serv. 37(4), 255–285 (2019)

    Article  Google Scholar 

  44. mHealth Can Help Teens, Young adults struggling with depression. Accessed from https://mhealthintelligence.com/news/mhealth-can-help-teens-young-adults-struggling-with-depression

  45. Schuh, G., Dölle, C., Schloesser, S.: Agile Prototyping for technical systems–Towards an adaption of the minimum viable product principle. DS 91: Proceedings of NordDesign 2018. Linköping, Sweden (2018)

    Google Scholar 

  46. Stephanidis, C., Salvendy, G., Antona, M., Chen, J.Y., Dong, J., Duffy, V.G., Fang, X., Fidopiastis, C., Fragomeni, G., Fu, L.P., Guo, Y.: Seven HCI grand challenges. Int. J. Hum.-Comput. Interaction. 35(14), 1229–1269 (2019)

    Article  Google Scholar 

Download references

Acknowledgements

This research was partially supported by the KA220-YOU—Cooperation partnerships in youth “E+Wellbeing App”.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Andrea Gaggioli .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Petrovic, M., Cristofolini, F., Landoni, M., Ionio, C., Gaggioli, A. (2023). Evaluation Review of Mobile Apps Supporting Adolescents’ and Young Adults’ Mental Health. In: Scataglini, S., Imbesi, S., Marques, G. (eds) mHealth and Human-Centered Design Towards Enhanced Health, Care, and Well-being. Studies in Big Data, vol 120. Springer, Singapore. https://doi.org/10.1007/978-981-99-3989-3_7

Download citation

  • DOI: https://doi.org/10.1007/978-981-99-3989-3_7

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-99-3988-6

  • Online ISBN: 978-981-99-3989-3

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics