Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Citing this Article

Right click to copy or hit: ctrl+c (cmd+c on mac)

Published on 05.01.17 in Vol 19, No 1 (2017): January

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

Works citing "IntelliCare: An Eclectic, Skills-Based App Suite for the Treatment of Depression and Anxiety"

According to Crossref, the following articles are citing this article (DOI 10.2196/jmir.6645):

(note that this is only a small subset of citations)

  1. Forand NR, Barnett JG, Strunk DR, Hindiyeh MU, Feinberg JE, Keefe JR. Efficacy of Guided iCBT for Depression and Mediation of Change by Cognitive Skill Acquisition. Behavior Therapy 2018;49(2):295
    CrossRef
  2. Torous J, Keshavan M. COVID-19, mobile health and serious mental illness. Schizophrenia Research 2020;218:36
    CrossRef
  3. Baumel A, Fleming T, Schueller SM. Digital Micro Interventions for Behavioral and Mental Health Gains: Core Components and Conceptualization of Digital Micro Intervention Care. Journal of Medical Internet Research 2020;22(10):e20631
    CrossRef
  4. Wright JH, Mishkind M, Eells TD, Chan SR. Computer-Assisted Cognitive-Behavior Therapy and Mobile Apps for Depression and Anxiety. Current Psychiatry Reports 2019;21(7)
    CrossRef
  5. Parga JA, Bargar K, Monte S, Supranovich RA, Brown DE. Beyond the Online versus On-campus Debate: Leveraging Technology in a CoI Framework to Enhance Student and Faculty Presence in the MSW Classroom. Journal of Teaching in Social Work 2019;39(4-5):308
    CrossRef
  6. Krusche M, Ruffer N, Grahammer M, Knitza J. Apps und ihre Anwendungsgebiete in der Rheumatologie. Zeitschrift für Rheumatologie 2020;79(6):554
    CrossRef
  7. Moessner M, Bauer S. E-Mental-Health und internetbasierte Psychotherapie. Psychotherapeut 2017;62(3):251
    CrossRef
  8. Setiawan IMA, Zhou L, Alfikri Z, Saptono A, Fairman AD, Dicianno BE, Parmanto B. An Adaptive Mobile Health System to Support Self-Management for Persons With Chronic Conditions and Disabilities: Usability and Feasibility Studies. JMIR Formative Research 2019;3(2):e12982
    CrossRef
  9. Burgess ER, Ringland KE, Nicholas J, Knapp AA, Eschler J, Mohr DC, Reddy MC. "I think people are powerful". Proceedings of the ACM on Human-Computer Interaction 2019;3(CSCW):1
    CrossRef
  10. Wilhelm S, Weingarden H, Greenberg JL, McCoy TH, Ladis I, Summers BJ, Matic A, Harrison O. Development and Pilot Testing of a Cognitive-Behavioral Therapy Digital Service for Body Dysmorphic Disorder. Behavior Therapy 2020;51(1):15
    CrossRef
  11. Orr LC, Graham AK, Mohr DC, Greene CJ. Engagement and Clinical Improvement Among Older Adult Primary Care Patients Using a Mobile Intervention for Depression and Anxiety: Case Studies. JMIR Mental Health 2020;7(7):e16341
    CrossRef
  12. . Developing Mental or Behavioral Health Mobile Apps for Pilot Studies by Leveraging Survey Platforms: A Do-it-Yourself Process. JMIR mHealth and uHealth 2020;8(4):e15561
    CrossRef
  13. Marcelle ET, Nolting L, Hinshaw SP, Aguilera A. Effectiveness of a Multimodal Digital Psychotherapy Platform for Adult Depression: A Naturalistic Feasibility Study. JMIR mHealth and uHealth 2019;7(1):e10948
    CrossRef
  14. Graham AK, Greene CJ, Powell T, Lieponis P, Lunsford A, Peralta CD, Orr LC, Kaiser SM, Alam N, Berhane H, Kalan O, Mohr DC. Lessons learned from service design of a trial of a digital mental health service: Informing implementation in primary care clinics. Translational Behavioral Medicine 2020;10(3):598
    CrossRef
  15. Schellong J, Lorenz P, Weidner K. Proposing a standardized, step-by-step model for creating post-traumatic stress disorder (PTSD) related mobile mental health apps in a framework based on technical and medical norms. European Journal of Psychotraumatology 2019;10(1)
    CrossRef
  16. Thieme A, Belgrave D, Doherty G. Machine Learning in Mental Health. ACM Transactions on Computer-Human Interaction 2020;27(5):1
    CrossRef
  17. Torous J, Rodriguez J, Powell A. The New Digital Divide For Digital Biomarkers. Digital Biomarkers 2017;1(1):87
    CrossRef
  18. Torous J, Roux S. Patient-Driven Innovation for Mobile Mental Health Technology: Case Report of Symptom Tracking in Schizophrenia. JMIR Mental Health 2017;4(3):e27
    CrossRef
  19. Firth J, Torous J, Nicholas J, Carney R, Pratap A, Rosenbaum S, Sarris J. The efficacy of smartphone‐based mental health interventions for depressive symptoms: a meta‐analysis of randomized controlled trials. World Psychiatry 2017;16(3):287
    CrossRef
  20. Sucala M, Cuijpers P, Muench F, Cardoș R, Soflau R, Dobrean A, Achimas-Cadariu P, David D. Anxiety: There is an app for that. A systematic review of anxiety apps. Depression and Anxiety 2017;34(6):518
    CrossRef
  21. Bry LJ, Chou T, Miguel E, Comer JS. Consumer Smartphone Apps Marketed for Child and Adolescent Anxiety: A Systematic Review and Content Analysis. Behavior Therapy 2018;49(2):249
    CrossRef
  22. Wright JH, Mishkind M. Computer-Assisted CBT and Mobile Apps for Depression: Assessment and Integration Into Clinical Care. FOCUS 2020;18(2):162
    CrossRef
  23. Stawarz K, Preist C, Tallon D, Wiles N, Coyle D. User Experience of Cognitive Behavioral Therapy Apps for Depression: An Analysis of App Functionality and User Reviews. Journal of Medical Internet Research 2018;20(6):e10120
    CrossRef
  24. Powell AC, Yue Z, Shan C, Torous JB. The Monetization Strategies of Apps for Anxiety Management: an International Comparison. Journal of Technology in Behavioral Science 2019;4(2):67
    CrossRef
  25. Vetter P, Vetter K. Frauengesundheit – was nutzen Apps?. Der Gynäkologe 2018;51(3):253
    CrossRef
  26. Regidor N, Ausín B. Tecnologías de información y comunicación (TIC) aplicadas al tratamiento de los problemas de ansiedad. Clínica Contemporánea 2020;11(2)
    CrossRef
  27. Lipschitz J, Miller CJ, Hogan TP, Burdick KE, Lippin-Foster R, Simon SR, Burgess J. Adoption of Mobile Apps for Depression and Anxiety: Cross-Sectional Survey Study on Patient Interest and Barriers to Engagement. JMIR Mental Health 2019;6(1):e11334
    CrossRef
  28. Schueller SM, Aguilera A, Mohr DC. Ecological momentary interventions for depression and anxiety. Depression and Anxiety 2017;34(6):540
    CrossRef
  29. Mohr DC, Schueller SM, Tomasino KN, Kaiser SM, Alam N, Karr C, Vergara JL, Gray EL, Kwasny MJ, Lattie EG. Comparison of the Effects of Coaching and Receipt of App Recommendations on Depression, Anxiety, and Engagement in the IntelliCare Platform: Factorial Randomized Controlled Trial. Journal of Medical Internet Research 2019;21(8):e13609
    CrossRef
  30. Buck B, Chander A, Ben-Zeev D. Clinical and demographic predictors of engagement in mobile health vs. clinic-based interventions for serious mental illness. Journal of Behavioral and Cognitive Therapy 2020;30(1):3
    CrossRef
  31. Cheverda AO, Andreeva EV, Martin PM. The effectiveness of the training program using sports dance tools for older preschool children. Scientific Journal of National Pedagogical Dragomanov University. Series 15. Scientific and pedagogical problems of physical culture (physical culture and sports) 2020;(3(123)):161
    CrossRef
  32. Cai L, Boukhechba M, Gerber MS, Barnes LE, Showalter SL, Cohn WF, Chow PI. An integrated framework for using mobile sensing to understand response to mobile interventions among breast cancer patients. Smart Health 2020;15:100086
    CrossRef
  33. Miralles I, Granell C, Díaz-Sanahuja L, Van Woensel W, Bretón-López J, Mira A, Castilla D, Casteleyn S. Smartphone Apps for the Treatment of Mental Disorders: Systematic Review. JMIR mHealth and uHealth 2020;8(4):e14897
    CrossRef
  34. Chow PI, Showalter SL, Gerber MS, Kennedy E, Brenin DR, Schroen AT, Mohr DC, Lattie EG, Cohn WF. Use of Mental Health Apps by Breast Cancer Patients and Their Caregivers in the United States: Protocol for a Pilot Pre-Post Study. JMIR Research Protocols 2019;8(1):e11452
    CrossRef
  35. Ha SW, Kim J. Designing a Scalable, Accessible, and Effective Mobile App Based Solution for Common Mental Health Problems. International Journal of Human–Computer Interaction 2020;36(14):1354
    CrossRef
  36. Carleton KE, Patel UB, Stein D, Mou D, Mallow A, Blackmore MA. Enhancing the scalability of the collaborative care model for depression using mobile technology. Translational Behavioral Medicine 2020;10(3):573
    CrossRef
  37. Van Ameringen M, Turna J, Khalesi Z, Pullia K, Patterson B. There is an app for that! The current state of mobile applications (apps) for DSM-5 obsessive-compulsive disorder, posttraumatic stress disorder, anxiety and mood disorders. Depression and Anxiety 2017;34(6):526
    CrossRef
  38. Wolf CT, Ringland KE. Designing accessible, explainable AI (XAI) experiences. ACM SIGACCESS Accessibility and Computing 2020;(125):1
    CrossRef
  39. Aung MH, Matthews M, Choudhury T. Sensing behavioral symptoms of mental health and delivering personalized interventions using mobile technologies. Depression and Anxiety 2017;34(7):603
    CrossRef
  40. Stiles-Shields C, Montague E, Lattie EG, Schueller SM, Kwasny MJ, Mohr DC. Exploring User Learnability and Learning Performance in an App for Depression: Usability Study. JMIR Human Factors 2017;4(3):e18
    CrossRef
  41. Schueller SM, Adkins EC. Mobile Health Technologies to Deliver and Support Cognitive-Behavioral Therapy. Psychiatric Annals 2019;49(8):348
    CrossRef
  42. Porras-Segovia A, Díaz-Oliván I, Gutiérrez-Rojas L, Dunne H, Moreno M, Baca-García E. Apps for Depression: Are They Ready to Work?. Current Psychiatry Reports 2020;22(3)
    CrossRef
  43. Herrero R, Vara MD, Miragall M, Botella C, García-Palacios A, Riper H, Kleiboer A, Baños RM. Working Alliance Inventory for Online Interventions-Short Form (WAI-TECH-SF): The Role of the Therapeutic Alliance between Patient and Online Program in Therapeutic Outcomes. International Journal of Environmental Research and Public Health 2020;17(17):6169
    CrossRef
  44. Cheung K, Ling W, Karr CJ, Weingardt K, Schueller SM, Mohr DC. Evaluation of a recommender app for apps for the treatment of depression and anxiety: an analysis of longitudinal user engagement. Journal of the American Medical Informatics Association 2018;25(8):955
    CrossRef
  45. Bakker D, Rickard N. Engagement with a cognitive behavioural therapy mobile phone app predicts changes in mental health and wellbeing: MoodMission. Australian Psychologist 2019;54(4):245
    CrossRef
  46. Huckvale K, Nicholas J, Torous J, Larsen ME. Smartphone apps for the treatment of mental health conditions: status and considerations. Current Opinion in Psychology 2020;36:65
    CrossRef
  47. Kerst A, Zielasek J, Gaebel W. Smartphone applications for depression: a systematic literature review and a survey of health care professionals’ attitudes towards their use in clinical practice. European Archives of Psychiatry and Clinical Neuroscience 2020;270(2):139
    CrossRef
  48. Costa J, Guimbretière F, Jung MF, Choudhury T. BoostMeUp. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2019;3(2):1
    CrossRef
  49. Stawarz K, Preist C, Coyle D. Use of Smartphone Apps, Social Media, and Web-Based Resources to Support Mental Health and Well-Being: Online Survey. JMIR Mental Health 2019;6(7):e12546
    CrossRef
  50. Lattie EG, Kaiser SM, Alam N, Tomasino KN, Sargent E, Rubanovich CK, Palac HL, Mohr DC. A Practical Do-It-Yourself Recruitment Framework for Concurrent eHealth Clinical Trials: Identification of Efficient and Cost-Effective Methods for Decision Making (Part 2). Journal of Medical Internet Research 2018;20(11):e11050
    CrossRef
  51. Gupta A, Ocker G, Chow PI. Recruiting breast cancer patients for mHealth research: Obstacles to clinic-based recruitment for a mobile phone app intervention study. Clinical Trials 2020;17(6):675
    CrossRef
  52. Schmidt ID, Forand NR, Strunk DR. Predictors of Dropout in Internet-Based Cognitive Behavioral Therapy for Depression. Cognitive Therapy and Research 2019;43(3):620
    CrossRef
  53. Graham AK, Greene CJ, Kwasny MJ, Kaiser SM, Lieponis P, Powell T, Mohr DC. Coached Mobile App Platform for the Treatment of Depression and Anxiety Among Primary Care Patients. JAMA Psychiatry 2020;77(9):906
    CrossRef
  54. Scharoun L, Davey R, Cochrane T, Mews G. Designing healthy futures: involving primary school children in the co-design of a health report card. International Journal of Design Creativity and Innovation 2019;7(4):237
    CrossRef
  55. Forand NR, Feinberg JE, Barnett JG, Strunk DR. Guided internet CBT versus “gold standard” depression treatments: An individual patient analysis. Journal of Clinical Psychology 2019;75(4):581
    CrossRef
  56. Connolly SL, Hogan TP, Shimada SL, Miller CJ. Leveraging Implementation Science to Understand Factors Influencing Sustained Use of Mental Health Apps: a Narrative Review. Journal of Technology in Behavioral Science 2021;6(2):184
    CrossRef
  57. Oser M, Wallace ML, Solano F, Szigethy EM. Guided Digital Cognitive Behavioral Program for Anxiety in Primary Care: Propensity-Matched Controlled Trial. JMIR Mental Health 2019;6(4):e11981
    CrossRef
  58. Park SY, Andalibi N, Zou Y, Ambulkar S, Huh-Yoo J. Understanding Students’ Mental Well-Being Challenges on a University Campus: Interview Study. JMIR Formative Research 2020;4(3):e15962
    CrossRef
  59. Birk MV, Mandryk RL. Improving the Efficacy of Cognitive Training for Digital Mental Health Interventions Through Avatar Customization: Crowdsourced Quasi-Experimental Study. Journal of Medical Internet Research 2019;21(1):e10133
    CrossRef
  60. Ng MM, Firth J, Minen M, Torous J. User Engagement in Mental Health Apps: A Review of Measurement, Reporting, and Validity. Psychiatric Services 2019;70(7):538
    CrossRef
  61. Schueller SM, Glover AC, Rufa AK, Dowdle CL, Gross GD, Karnik NS, Zalta AK. A Mobile Phone–Based Intervention to Improve Mental Health Among Homeless Young Adults: Pilot Feasibility Trial. JMIR mHealth and uHealth 2019;7(7):e12347
    CrossRef
  62. Zhang R, Nicholas J, Knapp AA, Graham AK, Gray E, Kwasny MJ, Reddy M, Mohr DC. Clinically Meaningful Use of Mental Health Apps and its Effects on Depression: Mixed Methods Study. Journal of Medical Internet Research 2019;21(12):e15644
    CrossRef
  63. Chow PI, Showalter SL, Gerber M, Kennedy EM, Brenin D, Mohr DC, Lattie EG, Gupta A, Ocker G, Cohn WF. Use of Mental Health Apps by Patients With Breast Cancer in the United States: Pilot Pre-Post Study. JMIR Cancer 2020;6(1):e16476
    CrossRef
  64. Rubanovich CK, Mohr DC, Schueller SM. Health App Use Among Individuals With Symptoms of Depression and Anxiety: A Survey Study With Thematic Coding. JMIR Mental Health 2017;4(2):e22
    CrossRef
  65. Hu X, Qian M, Cheng B, Cheung YK. Personalized Policy Learning Using Longitudinal Mobile Health Data. Journal of the American Statistical Association 2021;116(533):410
    CrossRef
  66. Carl JR, Miller CB, Henry AL, Davis ML, Stott R, Smits JAJ, Emsley R, Gu J, Shin O, Otto MW, Craske MG, Saunders KEA, Goodwin GM, Espie CA. Efficacy of digital cognitive behavioral therapy for moderate‐to‐severe symptoms of generalized anxiety disorder: A randomized controlled trial. Depression and Anxiety 2020;37(12):1168
    CrossRef
  67. Kwasny MJ, Schueller SM, Lattie E, Gray EL, Mohr DC. Exploring the Use of Multiple Mental Health Apps Within a Platform: Secondary Analysis of the IntelliCare Field Trial. JMIR Mental Health 2019;6(3):e11572
    CrossRef
  68. Rootes-Murdy K, Glazer KL, Van Wert MJ, Mondimore FM, Zandi PP. Mobile technology for medication adherence in people with mood disorders: A systematic review. Journal of Affective Disorders 2018;227:613
    CrossRef
  69. Pagoto S, Tulu B, Agu E, Waring ME, Oleski JL, Jake-Schoffman DE. Using the Habit App for Weight Loss Problem Solving: Development and Feasibility Study. JMIR mHealth and uHealth 2018;6(6):e145
    CrossRef
  70. Hoffman L, Benedetto E, Huang H, Grossman E, Kaluma D, Mann Z, Torous J. Augmenting Mental Health in Primary Care: A 1-Year Study of Deploying Smartphone Apps in a Multi-site Primary Care/Behavioral Health Integration Program. Frontiers in Psychiatry 2019;10
    CrossRef
  71. Stiles-Shields C, Montague E, Lattie EG, Kwasny MJ, Mohr DC. What might get in the way: Barriers to the use of apps for depression. DIGITAL HEALTH 2017;3:205520761771382
    CrossRef
  72. Lattie EG, Nicholas J, Knapp AA, Skerl JJ, Kaiser SM, Mohr DC. Opportunities for and Tensions Surrounding the Use of Technology-Enabled Mental Health Services in Community Mental Health Care. Administration and Policy in Mental Health and Mental Health Services Research 2020;47(1):138
    CrossRef
  73. Borjalilu S, Mazaheri MA, Talebpour A. Effectiveness of Mindfulness-Based Stress Management in The Mental Health of Iranian University Students: A Comparison of Blended Therapy, Face-to-Face Sessions, and mHealth App (Aramgar). Iranian Journal of Psychiatry and Behavioral Sciences 2019;13(2)
    CrossRef
  74. Bidargaddi N, Schrader G, Klasnja P, Licinio J, Murphy S. Designing m-Health interventions for precision mental health support. Translational Psychiatry 2020;10(1)
    CrossRef
  75. Pung A, Fletcher SL, Gunn JM. Mobile App Use by Primary Care Patients to Manage Their Depressive Symptoms: Qualitative Study. Journal of Medical Internet Research 2018;20(9):e10035
    CrossRef
  76. Glover AC, Schueller SM, Winiarski DA, Smith DL, Karnik NS, Zalta AK. Automated Mobile Phone–Based Mental Health Resource for Homeless Youth: Pilot Study Assessing Feasibility and Acceptability. JMIR Mental Health 2019;6(10):e15144
    CrossRef
  77. Powell AC, Torous JB, Firth J, Kaufman KR. Generating value with mental health apps. BJPsych Open 2020;6(2)
    CrossRef
  78. Baumel A, Muench F, Edan S, Kane JM. Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis. Journal of Medical Internet Research 2019;21(9):e14567
    CrossRef
  79. Wilhelm S, Weingarden H, Ladis I, Braddick V, Shin J, Jacobson NC. Cognitive-Behavioral Therapy in the Digital Age: Presidential Address. Behavior Therapy 2020;51(1):1
    CrossRef
  80. Bauer AM, Iles-Shih M, Ghomi RH, Rue T, Grover T, Kincler N, Miller M, Katon WJ. Acceptability of mHealth augmentation of Collaborative Care: A mixed methods pilot study. General Hospital Psychiatry 2018;51:22
    CrossRef
  81. Asif HM, Hayee A, Aslam MR, Ahmad K, Hashmi AS. Dose-Dependent, Antidepressant, and Anxiolytic Effects of a Traditional Medicinal Plant for the Management of Behavioral Dysfunctions in Animal Models. Dose-Response 2019;17(4):155932581989126
    CrossRef
  82. Chow PI, Drago F, Kennedy EM, Cohn WF. A Novel Mobile Phone App Intervention With Phone Coaching to Reduce Symptoms of Depression in Survivors of Women’s Cancer: Pre-Post Pilot Study. JMIR Cancer 2020;6(1):e15750
    CrossRef
  83. Lattie EG, Graham AK, Hadjistavropoulos HD, Dear BF, Titov N, Mohr DC. Guidance on defining the scope and development of text-based coaching protocols for digital mental health interventions. DIGITAL HEALTH 2019;5:205520761989614
    CrossRef
  84. Schueller SM, Neary M, O'Loughlin K, Adkins EC. Discovery of and Interest in Health Apps Among Those With Mental Health Needs: Survey and Focus Group Study. Journal of Medical Internet Research 2018;20(6):e10141
    CrossRef
  85. Lattie EG, Burgess E, Mohr DC, Reddy M. Care Managers and Role Ambiguity: The Challenges of Supporting the Mental Health Needs of Patients with Chronic Conditions. Computer Supported Cooperative Work (CSCW) 2021;30(1):1
    CrossRef
  86. Gulliver A, Banfield M, Batterham PJ, Calear AL, Farrer LM, Dawel A, McCallum S, Murray K, Morse AR. Effects of previous exposure to psychotherapeutic strategies on depression and anxiety symptoms during the COVID-19 pandemic. BJPsych Open 2021;7(1)
    CrossRef
  87. Hwang WJ, Ha JS, Kim MJ. Research Trends on Mobile Mental Health Application for General Population: A Scoping Review. International Journal of Environmental Research and Public Health 2021;18(5):2459
    CrossRef
  88. Pizarro-Ruiz JP, Ordóñez-Camblor N, Del-Líbano M, Escolar-LLamazares M. Influence on Forgiveness, Character Strengths and Satisfaction with Life of a Short Mindfulness Intervention via a Spanish Smartphone Application. International Journal of Environmental Research and Public Health 2021;18(2):802
    CrossRef
  89. Murillo LA, Follo E, Smith A, Balestrier J, Bevvino DL. Evaluating the Effectiveness of Online Educational Modules and Interactive Workshops in Alleviating Symptoms of Mild to Moderate Depression: A Pilot Trial. Journal of Primary Care & Community Health 2020;11:215013272097115
    CrossRef
  90. Patoz M, Hidalgo-Mazzei D, Blanc O, Verdolini N, Pacchiarotti I, Murru A, Zukerwar L, Vieta E, Llorca P, Samalin L. Patient and physician perspectives of a smartphone application for depression: a qualitative study. BMC Psychiatry 2021;21(1)
    CrossRef
  91. Henson P, Peck P, Torous J. Considering the Therapeutic Alliance in Digital Mental Health Interventions. Harvard Review of Psychiatry 2019;27(4):268
    CrossRef
  92. Cohen KA, Stiles-Shields C, Winquist N, Lattie EG. Traditional and Nontraditional Mental Healthcare Services: Usage and Preferences Among Adolescents and Younger Adults. The Journal of Behavioral Health Services & Research 2021;48(4):537
    CrossRef
  93. Lattie E, Cohen KA, Winquist N, Mohr DC. Examining an App-Based Mental Health Self-Care Program, IntelliCare for College Students: Single-Arm Pilot Study. JMIR Mental Health 2020;7(10):e21075
    CrossRef
  94. Tokgöz P, Hrynyschyn R, Hafner J, Schönfeld S, Dockweiler C. Digital Health Interventions in Prevention, Relapse, and Therapy of Mild and Moderate Depression: Scoping Review. JMIR Mental Health 2021;8(4):e26268
    CrossRef
  95. Khademian F, Aslani A, Bastani P. The effects of mobile apps on stress, anxiety, and depression: overview of systematic reviews. International Journal of Technology Assessment in Health Care 2021;37(1)
    CrossRef
  96. Pop-Jordanova N, Loleski M, Loleska S. The Use of Smartphone in Medical Practice. PRILOZI 2017;38(3):9
    CrossRef
  97. Basantani A, Kesarwani Y, Bhatia S, Jain S. EmoCure: Utilising Social Media Data and Smartphones to Predict and Cure Depression. IOP Conference Series: Materials Science and Engineering 2021;1110(1):012010
    CrossRef
  98. Planas R, Yuguero O. Technological prescription: evaluation of the effectiveness of mobile applications to improve depression and anxiety. Systematic review. Informatics for Health and Social Care 2021;46(3):273
    CrossRef
  99. Pop-Jordanova N, Loleska S, Loleski M. Originally Adapted Mobile Application Used for Neuropsychiatric Patients. PRILOZI 2018;39(1):75
    CrossRef
  100. Steele R, Hillsgrove T, Khoshavi N, Jaimes LG. A survey of cyber-physical system implementations of real-time personalized interventions. Journal of Ambient Intelligence and Humanized Computing 2022;13(5):2325
    CrossRef
  101. Martinengo L, Stona A, Griva K, Dazzan P, Pariante CM, von Wangenheim F, Car J. Self-guided Cognitive Behavioral Therapy Apps for Depression: Systematic Assessment of Features, Functionality, and Congruence With Evidence. Journal of Medical Internet Research 2021;23(7):e27619
    CrossRef
  102. Lv Z, Piccialli F. The Security of Medical Data on Internet Based on Differential Privacy Technology. ACM Transactions on Internet Technology 2021;21(3):1
    CrossRef
  103. Kocur M, Dechant M, Wolff C, Nothdurfter C, Wetter TC, Rupprecht R, Shiban Y. Computer-Assisted Avatar-Based Treatment for Dysfunctional Beliefs in Depressive Inpatients: A Pilot Study. Frontiers in Psychiatry 2021;12
    CrossRef
  104. Anton MT, Greenberger HM, Andreopoulos E, Pande RL. Evaluation of a Commercial Mobile Health App for Depression and Anxiety (AbleTo Digital+): Retrospective Cohort Study. JMIR Formative Research 2021;5(9):e27570
    CrossRef
  105. Oakley-Girvan I, Yunis R, Longmire M, Ouillon JS. What Works Best to Engage Participants in Mobile App Interventions and e-Health: A Scoping Review. Telemedicine and e-Health 2021;
    CrossRef
  106. Durán LD, Almeida AM, Lopes AC, Figueiredo-Braga M. Impact of a Digital Intervention for Literacy in Depression among Portuguese University Students: A Randomized Controlled Trial. Healthcare 2022;10(1):165
    CrossRef
  107. Meyerhoff J, Nguyen T, Karr CJ, Reddy M, Williams JJ, Bhattacharjee A, Mohr DC, Kornfield R. System design of a text messaging program to support the mental health needs of non-treatment seeking young adults. Procedia Computer Science 2022;206:68
    CrossRef
  108. Meyerhoff J, Kornfield R, Mohr DC, Reddy M. Meeting Young Adults' Social Support Needs across the Health Behavior Change Journey: Implications for Digital Mental Health Tools. Proceedings of the ACM on Human-Computer Interaction 2022;6(CSCW2):1
    CrossRef
  109. Kriegshauser KD, Sexton CC, Bozsik FM, Blossom JB, Wiese AD, Adams Larsen M, Hale LR. The Feasibility of a Family-Focused CBT Skills Self-Help App. Cognitive and Behavioral Practice 2024;31(2):230
    CrossRef
  110. Lattie EG, Stiles-Shields C, Graham AK. An overview of and recommendations for more accessible digital mental health services. Nature Reviews Psychology 2022;1(2):87
    CrossRef
  111. Wells K, Thames AD, Young AS, Zhang L, Heilemann MV, Romero DF, Oliva A, Jones F, Tang L, Brymer M, Elliott T, Arevian A. Engagement, Use, and Impact of Digital Mental Health Resources for Diverse Populations in COVID-19: Community-Partnered Evaluation. JMIR Formative Research 2022;6(12):e42031
    CrossRef
  112. Adu MK, Shalaby R, Eboreime E, Sapara A, Nkire N, Chawla R, Chima C, Achor M, Osiogo F, Chue P, Greenshaw AJ, Agyapong VI. Text Messaging Versus Email Messaging to Support Patients With Major Depressive Disorder: Protocol for a Randomized Hybrid Type II Effectiveness-Implementation Trial. JMIR Research Protocols 2021;10(10):e29495
    CrossRef
  113. Lee JH, Schroeder J, Epstein DA. Understanding and Supporting Self-Tracking App Selection. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2021;5(4):1
    CrossRef
  114. Tekin C, Elahi S, van der Schaar M. Feedback Adaptive Learning for Medical and Educational Application Recommendation. IEEE Transactions on Services Computing 2022;15(4):2144
    CrossRef
  115. VILLEMAIRE-KRAJDEN R, MYHR G. Evaluating the Use of a Computerized CBT Program for Outpatients on a Waitlist in a University CBT Unit. Journal of Psychiatric Practice 2019;25(4):268
    CrossRef
  116. Zhou C, Dai Y, Huang T, Zhao H, Kaner J. An Empirical Study on the Influence of Smart Home Interface Design on the Interaction Performance of the Elderly. International Journal of Environmental Research and Public Health 2022;19(15):9105
    CrossRef
  117. Wasil AR, Palermo EH, Lorenzo-Luaces L, DeRubeis RJ. Is There an App for That? A Review of Popular Apps for Depression, Anxiety, and Well-Being. Cognitive and Behavioral Practice 2022;29(4):883
    CrossRef
  118. Biagianti B, Foti G, Di Liberto A, Bressi C, Brambilla P. CBT-informed psychological interventions for adult patients with anxiety and depression symptoms: A narrative review of digital treatment options. Journal of Affective Disorders 2023;325:682
    CrossRef
  119. Netter A, Beintner I, Brakemeier E. Adding an App-Based Intervention to the Cognitive Behavioral Analysis System of Psychotherapy in Routine Outpatient Psychotherapy Treatment: Proof-of-Concept Study. JMIR Formative Research 2022;6(8):e35482
    CrossRef
  120. Meyerhoff J, Kruzan KP, Kim KA, Van Orden K, Mohr DC. Exploring the Safety of a General Digital Mental Health Intervention to Effect Symptom Reduction among Individuals with and without Suicidal Ideation: A Secondary Analysis. Archives of Suicide Research 2023;27(3):966
    CrossRef
  121. Smith CE, Lane W, Miller Hillberg H, Kluver D, Terveen L, Yarosh S. Effective Strategies for Crowd-Powered Cognitive Reappraisal Systems: A Field Deployment of the Flip*Doubt Web Application for Mental Health. Proceedings of the ACM on Human-Computer Interaction 2021;5(CSCW2):1
    CrossRef
  122. Kornfield R, Mohr DC, Ranney R, Lattie EG, Meyerhoff J, Williams JJ, Reddy M. Involving Crowdworkers with Lived Experience in Content-Development for Push-Based Digital Mental Health Tools: Lessons Learned from Crowdsourcing Mental Health Messages. Proceedings of the ACM on Human-Computer Interaction 2022;6(CSCW1):1
    CrossRef
  123. Lipschitz JM, Van Boxtel R, Torous J, Firth J, Lebovitz JG, Burdick KE, Hogan TP. Digital Mental Health Interventions for Depression: Scoping Review of User Engagement. Journal of Medical Internet Research 2022;24(10):e39204
    CrossRef
  124. Austin J, Drossaert CHC, van Dijk J, Sanderman R, Børøsund E, Mirkovic J, Schotanus-Dijkstra M, Peeters NJ, Van 't Klooster JJR, Schroevers MJ, Bohlmeijer ET. Integrating Top-down and Bottom-up Requirements in eHealth Development: The Case of a Mobile Self-compassion Intervention for People With Newly Diagnosed Cancer. JMIR Cancer 2022;8(3):e37502
    CrossRef
  125. Rosenfeld EA, Lyman C, Roberts JE. Development of an mHealth App–Based Intervention for Depressive Rumination (RuminAid): Mixed Methods Focus Group Evaluation. JMIR Formative Research 2022;6(12):e40045
    CrossRef
  126. Moon K, Sobolev M, Kane JM. Digital and Mobile Health Technology in Collaborative Behavioral Health Care: Scoping Review. JMIR Mental Health 2022;9(2):e30810
    CrossRef
  127. Mohr DC, Kwasny MJ, Meyerhoff J, Graham AK, Lattie EG. The effect of depression and anxiety symptom severity on clinical outcomes and app use in digital mental health treatments: Meta-regression of three trials. Behaviour Research and Therapy 2021;147:103972
    CrossRef
  128. Neumayr C, Voderholzer U, Schlegl S. Psych-APP-Therapie: Smartphonebasierte Interventionen in der Psychotherapie – Eine systematische Übersichtsarbeit. Verhaltenstherapie 2021;31(3):182
    CrossRef
  129. Hiranandani S, Ipek SI, Wilhelm S, Greenberg JL. Digital mental health interventions for obsessive compulsive and related disorders: A brief review of evidence-based interventions and future directions. Journal of Obsessive-Compulsive and Related Disorders 2023;36:100765
    CrossRef
  130. Pearce FJ, Cruz Rivera S, Liu X, Manna E, Denniston AK, Calvert MJ. The role of patient-reported outcome measures in trials of artificial intelligence health technologies: a systematic evaluation of ClinicalTrials.gov records (1997–2022). The Lancet Digital Health 2023;5(3):e160
    CrossRef
  131. Messner E, Sariyska R, Mayer B, Montag C, Kannen C, Schwerdtfeger A, Baumeister H. Insights: Anwendungsmöglichkeiten von passivem Smartphone-Tracking im therapeutischen Kontext. Verhaltenstherapie 2019;29(3):155
    CrossRef
  132. Leong QY, Sridhar S, Blasiak A, Tadeo X, Yeo G, Remus A, Ho D. Characteristics of Mobile Health Platforms for Depression and Anxiety: Content Analysis Through a Systematic Review of the Literature and Systematic Search of Two App Stores. Journal of Medical Internet Research 2022;24(2):e27388
    CrossRef
  133. Lattie EG, Cohen KA, Hersch E, Williams KD, Kruzan KP, MacIver C, Hermes J, Maddi K, Kwasny M, Mohr DC. Uptake and effectiveness of a self-guided mobile app platform for college student mental health. Internet Interventions 2022;27:100493
    CrossRef
  134. Messner E, Sariyska R, Mayer B, Montag C, Kannen C, Schwerdtfeger A, Baumeister H. Insights – Future Implications of Passive Smartphone Sensing in the Therapeutic Context. Verhaltenstherapie 2022;32(Suppl. 1):86
    CrossRef
  135. Burgess ER, Reddy MC, Mohr DC. "I Just Can't Help But Smile Sometimes": Collaborative Self-Management of Depression. Proceedings of the ACM on Human-Computer Interaction 2022;6(CSCW1):1
    CrossRef
  136. Baglione AN, Cai L, Bahrini A, Posey I, Boukhechba M, Chow PI. Understanding the Relationship Between Mood Symptoms and Mobile App Engagement Among Patients With Breast Cancer Using Machine Learning: Case Study. JMIR Medical Informatics 2022;10(6):e30712
    CrossRef
  137. McCallum M, Ho AS, Mitchell ES, May CN, Behr H, Ritschel L, Mochrie K, Michaelides A. Feasibility, Acceptability, and Preliminary Outcomes of a Cognitive Behavioral Therapy–Based Mobile Mental Well-being Program (Noom Mood): Single-Arm Prospective Cohort Study. JMIR Formative Research 2022;6(4):e36794
    CrossRef
  138. Turan N, Çetintaş . A Systematic Review of the Effectiveness, Content, and Usage Patterns of Mobile Mental Health Interventions on Smartphone Platforms for Anxiety Symptoms. Journal of Evidence-Based Psychotherapies 2021;21(2):61
    CrossRef
  139. Eagle T, Mehrotra A, Sharma A, Zuniga A, Whittaker S. "Money Doesn't Buy You Happiness": Negative Consequences of Using the Freemium Model for Mental Health Apps. Proceedings of the ACM on Human-Computer Interaction 2022;6(CSCW2):1
    CrossRef
  140. Bernstein EE, Weingarden H, Wolfe EC, Hall MD, Snorrason I, Wilhelm S. Human Support in App-Based Cognitive Behavioral Therapies for Emotional Disorders: Scoping Review. Journal of Medical Internet Research 2022;24(4):e33307
    CrossRef
  141. Meyer A, Wisniewski H, Torous J. Coaching to Support Mental Health Apps: Exploratory Narrative Review. JMIR Human Factors 2022;9(1):e28301
    CrossRef
  142. Williams KDA, Wijaya C, Stamatis CA, Abbott G, Lattie EG. Insights Into Needs and Preferences for Mental Health Support on Social Media and Through Mobile Apps Among Black Male University Students: Exploratory Qualitative Study. JMIR Formative Research 2022;6(8):e38716
    CrossRef
  143. Agapie E, Areán PA, Hsieh G, Munson SA. A Longitudinal Goal Setting Model for Addressing Complex Personal Problems in Mental Health. Proceedings of the ACM on Human-Computer Interaction 2022;6(CSCW2):1
    CrossRef
  144. Wang A, Xiu X, Liu S, Qian Q, Wu S. Characteristics of Artificial Intelligence Clinical Trials in the Field of Healthcare: A Cross-Sectional Study on ClinicalTrials.gov. International Journal of Environmental Research and Public Health 2022;19(20):13691
    CrossRef
  145. Singhal P, Dhaliwal N, Dabas A, Yadav S. Optimizing Internet Use during Adolescence: eHealth Solutions. Annals of the National Academy of Medical Sciences (India) 2022;58(04):175
    CrossRef
  146. Anmella G, Sanabra M, Primé-Tous M, Segú X, Cavero M, Morilla I, Grande I, Ruiz V, Mas A, Martín-Villalba I, Caballo A, Esteva J, Rodríguez-Rey A, Piazza F, Valdesoiro FJ, Rodriguez-Torrella C, Espinosa M, Virgili G, Sorroche C, Ruiz A, Solanes A, Radua J, Also MA, Sant E, Murgui S, Sans-Corrales M, H Young A, Vicens V, Blanch J, Caballeria E, López-Pelayo H, López C, Olivé V, Pujol L, Quesada S, Solé B, Torrent C, Martínez-Aran A, Guarch J, Navinés R, Murru A, Fico G, de Prisco M, Oliva V, Amoretti S, Pio-Carrino C, Fernández-Canseco M, Villegas M, Vieta E, Hidalgo-Mazzei D. Vickybot, a Chatbot for Anxiety-Depressive Symptoms and Work-Related Burnout in Primary Care and Health Care Professionals: Development, Feasibility, and Potential Effectiveness Studies. Journal of Medical Internet Research 2023;25:e43293
    CrossRef
  147. Han HJ, Mendu S, Jaworski BK, Owen JE, Abdullah S. Preliminary Evaluation of a Conversational Agent to Support Self-management of Individuals Living With Posttraumatic Stress Disorder: Interview Study With Clinical Experts. JMIR Formative Research 2023;7:e45894
    CrossRef
  148. Quirk HD, Nagar R, Anderson PL. A qualitative exploration of college students’ experiences using mobile apps to improve self-care during the COVID-19 pandemic. Journal of American College Health 2023;:1
    CrossRef
  149. McCall T, Foster M, Schwartz TA. Attitudes Toward Seeking Mental Health Services and Mobile Technology to Support the Management of Depression Among Black American Women: Cross-Sectional Survey Study. Journal of Medical Internet Research 2023;25:e45766
    CrossRef
  150. McCall T, Foster M, Tomlin HR, Schwartz TA. Black American women’s attitudes toward seeking mental health services and use of mobile technology to support the management of anxiety. JAMIA Open 2023;6(4)
    CrossRef
  151. Rotondi AJ, Belnap BH, Rothenberger S, Feldman R, Hanusa B, Rollman BL. Predictors of Use and Drop Out From a Web-Based Cognitive Behavioral Therapy Program and Health Community for Depression and Anxiety in Primary Care Patients: Secondary Analysis of a Randomized Controlled Trial. JMIR Mental Health 2024;11:e52197
    CrossRef
  152. Nagar R, Quirk HD, Anderson PL. User experiences of college students using mental health applications to improve self-care: Implications for improving engagement. Internet Interventions 2023;34:100676
    CrossRef
  153. Willemsen RF, Meijer E, van den Berg LN, van der Burg L, Chavannes NH, Aardoom JJ. A Health App Platform Providing a Budget to Purchase Preselected Apps as an Innovative Way to Support Public Health: Qualitative Study With End Users and Other Stakeholders. JMIR Formative Research 2023;7:e49473
    CrossRef
  154. Kuo P, Horn MS. EcoSanté Lifestyle Intervention: Encourage Reflections on the Connections between Health and Environment. ACM Transactions on Computer-Human Interaction 2023;30(6):1
    CrossRef
  155. Lukka L, Salonen A, Vesterinen M, Karhulahti V, Palva S, Palva JM. The qualities of patients interested in using a game-based digital mental health intervention for depression: a sequential mixed methods study. BMC Digital Health 2023;1(1)
    CrossRef
  156. Kim H, Jeong S, Hwang I, Sung K, Moon W, Shin M. Validation of a Brief Internet-Based Self-Report Measure of Maladaptive Personality and Interpersonal Schema: Confirmatory Factor Analysis. Interactive Journal of Medical Research 2023;12:e48425
    CrossRef
  157. Forbes A, Keleher MR, Venditto M, DiBiasi F. Assessing Patient Adherence to and Engagement With Digital Interventions for Depression in Clinical Trials: Systematic Literature Review. Journal of Medical Internet Research 2023;25:e43727
    CrossRef
  158. Williams AJ, Freed M, Theofanopoulou N, Daudén Roquet C, Klasnja P, Gross J, Schleider J, Slovak P. Feasibility, Perceived Impact, and Acceptability of a Socially Assistive Robot to Support Emotion Regulation With Highly Anxious University Students: Mixed Methods Open Trial. JMIR Mental Health 2023;10:e46826
    CrossRef
  159. Austin J, Schroevers MJ, Van Dijk J, Sanderman R, Børøsund E, Wymenga AMN, Bohlmeijer ET, Drossaert CH. Compas-Y: A mixed methods pilot evaluation of a mobile self-compassion training for people with newly diagnosed cancer. DIGITAL HEALTH 2023;9
    CrossRef
  160. Perret S, Alon N, Carpenter-Song E, Myrick K, Thompson K, Li S, Sharma K, Torous J. Standardising the role of a digital navigator in behavioural health: a systematic review. The Lancet Digital Health 2023;5(12):e925
    CrossRef
  161. Adu MK, Dias RDL, Agyapong B, Eboreime E, Sapara AO, Lawal MA, Chew C, Diamond Frost K, Li D, Flynn M, Hassan S, Saleh A, Sridharan S, White M, Agyapong VI. Repetitive Transcranial Magnetic Stimulation With and Without Text4Support for the Treatment of Resistant Depression: Protocol for a Patient-Centered Multicenter Randomized Controlled Pilot Trial. JMIR Research Protocols 2023;12:e46830
    CrossRef
  162. Aguilera A, Arévalo Avalos MR, Rosales K, Reyes Y, Hernandez-Ramos R, Ramos G, Garcia E, Hoang T, Ochoa-Frongia L, Fortuna LR, Schueller SM. Effectiveness-implementation hybrid trial of Spanish language, digital cognitive-behavioral therapy (dCBT) intervention for depression and anxiety – protocol for the SUPERA (SUpport from PEeRs to expand Access) study. Contemporary Clinical Trials 2024;137:107422
    CrossRef
  163. Lane J, Manceau LM, de Chantal P, Chagnon A, Cardinal M, Lauzier-Jobin F, Lanoue S. Implementing a mental health app library in primary care: A feasibility study. Evaluation and Program Planning 2024;103:102413
    CrossRef
  164. Solomon M, Handrup CT, Snyder M. Enhancing outpatient anxiety treatment with mobile technology: A quality improvement study. Archives of Psychiatric Nursing 2024;50:83
    CrossRef
  165. Heyat MBB, Akhtar F, Munir F, Sultana A, Muaad AY, Gul I, Sawan M, Asghar W, Iqbal SMA, Baig AA, de la Torre Díez I, Wu K. Unravelling the complexities of depression with medical intelligence: exploring the interplay of genetics, hormones, and brain function. Complex & Intelligent Systems 2024;
    CrossRef
  166. Ramos G, Hernandez-Ramos R, Taylor M, Schueller SM. State of the Science: Using Digital Mental Health Interventions to Extend the Impact of Psychological Services. Behavior Therapy 2024;
    CrossRef

According to Crossref, the following books are citing this article (DOI 10.2196/jmir.6645):

  1. . Encyclopedia of Behavioral Medicine. 2018. Chapter 101954-1:1
    CrossRef
  2. . Encyclopedia of Behavioral Medicine. 2020. Chapter 101954:1953
    CrossRef
  3. Castelnuovo G, Manzoni GM. Comprehensive Clinical Psychology. 2022. :51
    CrossRef
  4. Bhatia S, Kesarwani Y, Basantani A, Jain S. Proceedings of the International Conference on Paradigms of Computing, Communication and Data Sciences. 2021. Chapter 64:809
    CrossRef
  5. Rahaman MA, Ferdousy S, Mithila F, Amina M, Paul B, Mahmud KR. ICT Systems and Sustainability. 2023. Chapter 19:189
    CrossRef
  6. Barnes S, Prescott J. Research Anthology on Game Design, Development, Usage, and Social Impact. 2022. chapter 37:732
    CrossRef
  7. Barnes S, Prescott J. Digital Innovations for Mental Health Support. 2022. chapter 9:187
    CrossRef
  8. Strauss J, Zhang J, Jarrett ML, Patterson B, Van Ameringen M. Mental Health in a Digital World. 2022. :395
    CrossRef
  9. Williams L, Pinto M, Abrahim H, Bhattacharya A, Harrison T, Burton C, McIntyre J, Negi LT, Hayes G. Human-Computer Interaction. 2023. Chapter 13:180
    CrossRef
  10. Volpe U, Elkholy H, Gargot T, Pinto da Costa M, Orsolini L. Tasman’s Psychiatry. 2023. Chapter 151-1:1
    CrossRef