IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0119895.html
   My bibliography  Save this article

Internet and Computer-Based Cognitive Behavioral Therapy for Anxiety and Depression in Youth: A Meta-Analysis of Randomized Controlled Outcome Trials

Author

Listed:
  • David Daniel Ebert
  • Anna-Carlotta Zarski
  • Helen Christensen
  • Yvonne Stikkelbroek
  • Pim Cuijpers
  • Matthias Berking
  • Heleen Riper

Abstract

Background: Anxiety and depression in children and adolescents are undertreated. Computer- and Internet-based cognitive behavioral treatments (cCBT) may be an attractive treatment alternative to regular face-to-face treatment.This meta-analysis aims to evaluate whether cCBT is effective for treating symptoms of anxiety and depression in youth. Methods and Findings: We conducted systematic searches in bibliographical databases (Pubmed, Cochrane controlled trial register, PsychInfo) up to December 4, 2013. Only randomized controlled trials in which a computer-, Internet- or mobile-based cognitive behavioral intervention targeting either depression, anxiety or both in children or adolescents up to the age of 25 were compared to a control condition were selected. We employed a random-effects pooling model in overall effect analyses and a mixed effect model for sub-group analyses. Searches resulted in identifying 13 randomized trials, including 796 children and adolescents that met inclusion criteria. Seven studies were directed at treating anxiety, four studies at depression, and two were of a transdiagnostic nature, targeting both anxiety and depression. The overall mean effect size (Hedges’ g) of cCBT on symptoms of anxiety or depression at post-test was g=0.72 (95% CI:0.55-0.90, numbers needed to be treated (NNT)=2.56). Heterogeneity was low (I²=20.14%, 95% CI: 0-58%). The superiority of cCBT over controls was evident for interventions targeting anxiety (g=0.68; 95% CI: 0.45-0.92; p

Suggested Citation

  • David Daniel Ebert & Anna-Carlotta Zarski & Helen Christensen & Yvonne Stikkelbroek & Pim Cuijpers & Matthias Berking & Heleen Riper, 2015. "Internet and Computer-Based Cognitive Behavioral Therapy for Anxiety and Depression in Youth: A Meta-Analysis of Randomized Controlled Outcome Trials," PLOS ONE, Public Library of Science, vol. 10(3), pages 1-15, March.
  • Handle: RePEc:plo:pone00:0119895
    DOI: 10.1371/journal.pone.0119895
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0119895
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0119895&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0119895?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Angold, A. & Farmer, E.M.Z. & Costello, E.J. & Burns, B.J. & Stangl, D. & Messer, S.C., 1998. "Perceived parental burden and service use for child and adolescent psychiatric disorders," American Journal of Public Health, American Public Health Association, vol. 88(1), pages 75-80.
    2. Evangelos Kontopantelis & David A Springate & David Reeves, 2013. "A Re-Analysis of the Cochrane Library Data: The Dangers of Unobserved Heterogeneity in Meta-Analyses," PLOS ONE, Public Library of Science, vol. 8(7), pages 1-14, July.
    3. Sue Duval & Richard Tweedie, 2000. "Trim and Fill: A Simple Funnel-Plot–Based Method of Testing and Adjusting for Publication Bias in Meta-Analysis," Biometrics, The International Biometric Society, vol. 56(2), pages 455-463, June.
    4. Gavin Andrews & Pim Cuijpers & Michelle G Craske & Peter McEvoy & Nickolai Titov, 2010. "Computer Therapy for the Anxiety and Depressive Disorders Is Effective, Acceptable and Practical Health Care: A Meta-Analysis," PLOS ONE, Public Library of Science, vol. 5(10), pages 1-6, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Gretchen J. Bjornstad & Shreya Sonthalia & Benjamin Rouse & Luke Timmons & Laura Whybra & Nick Axford, 2020. "PROTOCOL: A comparison of the effectiveness of cognitive behavioural interventions based on delivery features for elevated symptoms of depression in adolescents," Campbell Systematic Reviews, John Wiley & Sons, vol. 16(1), March.
    2. Braciszewski, Jordan M. & Tzilos Wernette, Golfo K. & Moore, Roland S. & Bock, Beth C. & Stout, Robert L. & Chamberlain, Patricia, 2018. "A pilot randomized controlled trial of a technology-based substance use intervention for youth exiting foster care," Children and Youth Services Review, Elsevier, vol. 94(C), pages 466-476.
    3. Nick Midgley & Brenda Guerrero-Tates & Rose Mortimer & Julian Edbrooke-Childs & Jakob Mechler & Karin Lindqvist & Susan Hajkowski & Liat Leibovich & Peter Martin & Gerhard Andersson & George Vlaescu &, 2021. "The Depression: Online Therapy Study (D:OTS)—A Pilot Study of an Internet-Based Psychodynamic Treatment for Adolescents with Low Mood in the UK, in the Context of the COVID-19 Pandemic," IJERPH, MDPI, vol. 18(24), pages 1-20, December.
    4. Lane, Julie & Manceau, Luiza Maria & de Chantal, Pier-Luc & Chagnon, Alexandre & Cardinal, Michael & Lauzier-Jobin, François & Lanoue, Sèverine, 2024. "Implementing a mental health app library in primary care: A feasibility study," Evaluation and Program Planning, Elsevier, vol. 103(C).
    5. Harald Baumeister & Yannik Terhorst & Cora Grässle & Maren Freudenstein & Rüdiger Nübling & David Daniel Ebert, 2020. "Impact of an acceptance facilitating intervention on psychotherapists’ acceptance of blended therapy," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-15, August.
    6. Christina Gallinat & Markus Moessner & Sandra Apondo & Philipp A. Thomann & Sabine C. Herpertz & Stephanie Bauer, 2021. "Feasibility of an Intervention Delivered via Mobile Phone and Internet to Improve the Continuity of Care in Schizophrenia: A Randomized Controlled Pilot Study," IJERPH, MDPI, vol. 18(23), pages 1-13, November.
    7. Sanne P.A. Rasing & Yvonne A.J. Stikkelbroek & Wouter den Hollander & Heleen Riper & Maja Deković & Maaike H. Nauta & Daan H.M. Creemers & Marianne C.P. Immink & Mariken Spuij & Denise H.M. Bodden, 2021. "Pragmatic Quasi-Experimental Controlled Trial Evaluating the Outcomes of Blended CBT Compared to Face-to-Face CBT and Treatment as Usual for Adolescents with Depressive Disorders," IJERPH, MDPI, vol. 18(6), pages 1-17, March.
    8. Daniel Núñez & Jorge Gaete & Daniela Meza & Javiera Andaur & Jo Robinson, 2022. "Testing the Effectiveness of a Blended Intervention to Reduce Suicidal Ideation among School Adolescents in Chile: A Protocol for a Cluster Randomized Controlled Trial," IJERPH, MDPI, vol. 19(7), pages 1-15, March.
    9. Matilda Berg & Gerhard Andersson & Alexander Rozental, 2020. "Knowledge About Treatment, Anxiety, and Depression in Association With Internet-Based Cognitive Behavioral Therapy for Adolescents: Development and Initial Evaluation of a New Test," SAGE Open, , vol. 10(1), pages 21582440198, January.
    10. Sanne P. A. Rasing & Yvonne A. J. Stikkelbroek & Denise H. M. Bodden, 2019. "Is Digital Treatment the Holy Grail? Literature Review on Computerized and Blended Treatment for Depressive Disorders in Youth," IJERPH, MDPI, vol. 17(1), pages 1-18, December.
    11. Keya Ding & Hui Li, 2023. "Digital Addiction Intervention for Children and Adolescents: A Scoping Review," IJERPH, MDPI, vol. 20(6), pages 1-21, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Falonn Contreras-Osorio & Rodrigo Ramirez-Campillo & Enrique Cerda-Vega & Rodrigo Campos-Jara & Cristian Martínez-Salazar & Rodrigo Araneda & Daniela Ebner-Karestinos & Cristián Arellano-Roco & Christ, 2022. "Effects of Sport-Based Exercise Interventions on Executive Function in Older Adults: A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 19(19), pages 1-19, October.
    2. Pablo Valdés-Badilla & Tomás Herrera-Valenzuela & Rodrigo Ramirez-Campillo & Esteban Aedo-Muñoz & Eduardo Báez-San Martín & Alex Ojeda-Aravena & Braulio Henrique Magnani Branco, 2021. "Effects of Olympic Combat Sports on Older Adults’ Health Status: A Systematic Review," IJERPH, MDPI, vol. 18(14), pages 1-21, July.
    3. Shuangge Liu & Xiaoyan Xin & Teng Hua & Rui Shi & Shuqi Chi & Zhishan Jin & Hongbo Wang, 2016. "Efficacy of Anti-VEGF/VEGFR Agents on Animal Models of Endometriosis: A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-15, November.
    4. Elizabeth Stratton & Amit Lampit & Isabella Choi & Rafael A Calvo & Samuel B Harvey & Nicholas Glozier, 2017. "Effectiveness of eHealth interventions for reducing mental health conditions in employees: A systematic review and meta-analysis," PLOS ONE, Public Library of Science, vol. 12(12), pages 1-23, December.
    5. Qian Li & Yan Chen & Shikun Sun & Muyuan Zhu & Jing Xue & Zihan Gao & Jinfeng Zhao & Yihe Tang, 2022. "Research on Crop Irrigation Schedules Under Deficit Irrigation—A Meta-analysis," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(12), pages 4799-4817, September.
    6. Bart Verkuil & Serpil Atasayi & Marc L Molendijk, 2015. "Workplace Bullying and Mental Health: A Meta-Analysis on Cross-Sectional and Longitudinal Data," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-16, August.
    7. Damiano Pizzol & Mike Trott & Igor Grabovac & Mario Antunes & Anna Claudia Colangelo & Simona Ippoliti & Cristian Petre Ilie & Anne Carrie & Nicola Veronese & Lee Smith, 2021. "Laparoscopy in Low-Income Countries: 10-Year Experience and Systematic Literature Review," IJERPH, MDPI, vol. 18(11), pages 1-11, May.
    8. Wolfgang Goymann & John C. Wingfield, 2014. "Male-to-female testosterone ratios, dimorphism, and life history—what does it really tell us?," Behavioral Ecology, International Society for Behavioral Ecology, vol. 25(4), pages 685-699.
    9. Alderotti, Giammarco & Rapallini, Chiara & Traverso, Silvio, 2023. "The Big Five personality traits and earnings: A meta-analysis," Journal of Economic Psychology, Elsevier, vol. 94(C).
    10. Ünal, Zehra E. & Kartal, Gamze & Ulusoy, Serra & Ala, Aslı M. & Yilmaz, Munube & Geary, David C., 2023. "Relative contributions of g and basic domain-specific mathematics skills to complex mathematics competencies," Intelligence, Elsevier, vol. 101(C).
    11. Daniele Zago & Maria Eugênia Andrighetto Canozzi & Júlio Otávio Jardim Barcellos, 2020. "Pregnant beef cow’s nutrition and its effects on postnatal weight and carcass quality of their progeny," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-20, August.
    12. Viktoria Maria Baumeister & Leonie Petra Kuen & Maike Bruckes & Gerhard Schewe, 2021. "The Relationship of Work-Related ICT Use With Well-being, Incorporating the Role of Resources and Demands: A Meta-Analysis," SAGE Open, , vol. 11(4), pages 21582440211, November.
    13. Gundula Krack, 2019. "How to make value-based health insurance designs more effective? A systematic review and meta-analysis," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(6), pages 841-856, August.
    14. Angélica Pigola & Priscila Rezende Costa, 2022. "In search of understanding about knowledge and learning on innovation performance," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(7), pages 3995-4022, July.
    15. Christopher Snyder & Ran Zhuo, 2018. "Sniff Tests as a Screen in the Publication Process: Throwing out the Wheat with the Chaff," NBER Working Papers 25058, National Bureau of Economic Research, Inc.
    16. Chuang Yuan & Jing Wang & Michael Ying, 2016. "Predictive Value of Carotid Distensibility Coefficient for Cardiovascular Diseases and All-Cause Mortality: A Meta-Analysis," PLOS ONE, Public Library of Science, vol. 11(4), pages 1-15, April.
    17. Francisco Javier Blanco-Encomienda & Rocío García-Cantero & María José Latorre-Medina, 2020. "Association between Work-Related Rumination, Work Environment and Employee Well-Being: A Meta-Analytic Study of Main and Moderator Effects," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(3), pages 887-910, August.
    18. Pedro L. Cosio & Manuel Crespo-Posadas & Álvaro Velarde-Sotres & Mireia Pelaez, 2021. "Effect of Chronic Resistance Training on Circulating Irisin: Systematic Review and Meta-Analysis of Randomized Controlled Trials," IJERPH, MDPI, vol. 18(5), pages 1-16, March.
    19. Augusteijn, Hilde Elisabeth Maria & van Aert, Robbie Cornelis Maria & van Assen, Marcel A. L. M., 2021. "Posterior Probabilities of Effect Sizes and Heterogeneity in Meta-Analysis: An Intuitive Approach of Dealing with Publication Bias," OSF Preprints avkgj, Center for Open Science.
    20. Sesha Kethineni & Susan Frazier‐Kouassi & Yuki Shigemoto & Wesley Jennings & Stephanie M. Cardwell & Alex R. Piquero & Kimberly Gay & Dayanand Sundaravadivelu, 2021. "PROTOCOL: Effectiveness of parent‐engagement programs to reduce truancy and juvenile delinquency: A systematic review," Campbell Systematic Reviews, John Wiley & Sons, vol. 17(3), September.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0119895. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.