This paper is in the following e-collection/theme issue:

e-Mental Health and Cyberpsychology (1116) Quality Evaluation and Descriptive Analysis/Reviews of Multiple Existing Mobile Apps (340) Depression and Mood Disorders; Suicide Prevention (1132) mHealth for Wellness, Behavior Change and Prevention (2451) Web-based and Mobile Health Interventions (2469) Mobile Health (mhealth) (2218) Digital Health Reviews (947) Mobile Health in Psychiatry (363) Anxiety and Stress Disorders (881)

Published on in Vol 23 , No 9 (2021) :September

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/29412, first published .
Just-in-Time Adaptive Mechanisms of Popular Mobile Apps for Individuals With Depression: Systematic App Search and Literature Review

Just-in-Time Adaptive Mechanisms of Popular Mobile Apps for Individuals With Depression: Systematic App Search and Literature Review

Just-in-Time Adaptive Mechanisms of Popular Mobile Apps for Individuals With Depression: Systematic App Search and Literature Review

Authors of this article:

Gisbert W Teepe 1 Author Orcid Image ;   Ashish Da Fonseca 2 Author Orcid Image ;   Birgit Kleim 3, 4 Author Orcid Image ;   Nicholas C Jacobson 5 Author Orcid Image ;   Alicia Salamanca Sanabria 6 Author Orcid Image ;   Lorainne Tudor Car 7, 8 Author Orcid Image ;   Elgar Fleisch 1, 2 Author Orcid Image ;   Tobias Kowatsch 1, 2, 6 Author Orcid Image
Article Authors Cited by (15) Tweetations (26) Metrics

Journals

  1. Currey D, Torous J. Digital Phenotyping Data to Predict Symptom Improvement and App Personalization: Protocol for a Prospective Study. JMIR Research Protocols 2022;11(11):e37954 View
  2. Owens A, Krebs C, Kuruppu S, Brem A, Kowatsch T, Aarsland D, Klöppel S. Broadened assessments, health education and cognitive aids in the remote memory clinic. Frontiers in Public Health 2022;10 View
  3. Keller R, Hartmann S, Teepe G, Lohse K, Alattas A, Tudor Car L, Müller-Riemenschneider F, von Wangenheim F, Mair J, Kowatsch T. Digital Behavior Change Interventions for the Prevention and Management of Type 2 Diabetes: Systematic Market Analysis. Journal of Medical Internet Research 2022;24(1):e33348 View
  4. Oikonomidi T, Ravaud P, LeBeau J, Tran V. A systematic scoping review of just-in-time, adaptive interventions finds limited automation and incomplete reporting. Journal of Clinical Epidemiology 2023;154:108 View
  5. Stamatis C, Meyerhoff J, Liu T, Sherman G, Wang H, Liu T, Curtis B, Ungar L, Mohr D. Prospective associations of text‐message‐based sentiment with symptoms of depression, generalized anxiety, and social anxiety. Depression and Anxiety 2022;39(12):794 View
  6. Zielasek J, Reinhardt I, Schmidt L, Gouzoulis-Mayfrank E. Adapting and Implementing Apps for Mental Healthcare. Current Psychiatry Reports 2022;24(9):407 View
  7. Currey D, Torous J. Digital Phenotyping Data to Predict Symptom Improvement and Mental Health App Personalization in College Students: Prospective Validation of a Predictive Model. Journal of Medical Internet Research 2023;25:e39258 View
  8. Kleiman E, Glenn C, Liu R. The use of advanced technology and statistical methods to predict and prevent suicide. Nature Reviews Psychology 2023 View
  9. Teepe G, Glase E, Reips U, Santangelo O. Increasing digitalization is associated with anxiety and depression: A Google Ngram analysis. PLOS ONE 2023;18(4):e0284091 View
  10. ROSS V, BRIJS K, DIRIX H, WETS G, NEVEN A, VANROMPAY Y, CLAES N, JACOBS N. Early Client Involvement In The Design Of A Blended Smartphone Application And Dashboard For Depression (Totem). Journal of Evidence-Based Psychotherapies 2023;22(1):97 View
  11. Castro O, Mair J, Salamanca-Sanabria A, Alattas A, Keller R, Zheng S, Jabir A, Lin X, Frese B, Lim C, Santhanam P, van Dam R, Car J, Lee J, Tai E, Fleisch E, von Wangenheim F, Tudor Car L, Müller-Riemenschneider F, Kowatsch T. Development of “LvL UP 1.0”: a smartphone-based, conversational agent-delivered holistic lifestyle intervention for the prevention of non-communicable diseases and common mental disorders. Frontiers in Digital Health 2023;5 View
  12. Smith K, Blease C, Faurholt-Jepsen M, Firth J, Van Daele T, Moreno C, Carlbring P, Ebner-Priemer U, Koutsouleris N, Riper H, Mouchabac S, Torous J, Cipriani A. Digital mental health: challenges and next steps. BMJ Mental Health 2023;26(1):e300670 View
  13. Rohaj A, Bulaj G. Digital Therapeutics (DTx) Expand Multimodal Treatment Options for Chronic Low Back Pain: The Nexus of Precision Medicine, Patient Education, and Public Health. Healthcare 2023;11(10):1469 View

Books/Policy Documents

  1. Keller R, Wangenheim F, Mair J, Kowatsch T. Digital Therapeutics for Mental Health and Addiction. View