Published on in Vol 21, No 9 (2019): September

Preprints (earlier versions) of this paper are available at, first published .
Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis

Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis

Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis

Authors of this article:

Amit Baumel1 Author Orcid Image ;   Frederick Muench2 Author Orcid Image ;   Stav Edan1 Author Orcid Image ;   John M Kane3 Author Orcid Image


  1. Torous J, Jän Myrick K, Rauseo-Ricupero N, Firth J. Digital Mental Health and COVID-19: Using Technology Today to Accelerate the Curve on Access and Quality Tomorrow. JMIR Mental Health 2020;7(3):e18848 View
  2. Kramer J, Künzler F, Mishra V, Smith S, Kotz D, Scholz U, Fleisch E, Kowatsch T. Which Components of a Smartphone Walking App Help Users to Reach Personalized Step Goals? Results From an Optimization Trial. Annals of Behavioral Medicine 2020;54(7):518 View
  3. Torous J, Lipschitz J, Ng M, Firth J. Dropout rates in clinical trials of smartphone apps for depressive symptoms: A systematic review and meta-analysis. Journal of Affective Disorders 2020;263:413 View
  4. Huckvale K, Nicholas J, Torous J, Larsen M. Smartphone apps for the treatment of mental health conditions: status and considerations. Current Opinion in Psychology 2020;36:65 View
  5. Torous J, Vaidyam A. Multiple uses of app instead of using multiple apps – a case for rethinking the digital health technology toolbox. Epidemiology and Psychiatric Sciences 2020;29 View
  6. Hsia B, Mowrey W, Keskin T, Wu S, Aita R, Kwak L, Ferastraoarou D, Rosenstreich D, Jariwala S. Developing and pilot testing ASTHMAXcel, a mobile app for adults with asthma. Journal of Asthma 2021;58(6):834 View
  7. Gooding P, Resnick K. Psychiatry and law in the digital age: untangling the hype, risk and promise. International Journal of Law and Psychiatry 2020;70:101553 View
  8. Taylor C, Ruzek J, Fitzsimmons-Craft E, Sadeh-Sharvit S, Topooco N, Weissman R, Eisenberg D, Mohr D, Graham A, Jacobi C, Oldenburg B. Using Digital Technology to Reduce the Prevalence of Mental Health Disorders in Populations: Time for a New Approach. Journal of Medical Internet Research 2020;22(7):e17493 View
  9. Torous J, Brady R. Advancing care for bipolar disorder today and breakthroughs in access and treatments tomorrow with mobile health and smartphone apps. Bipolar Disorders 2020;22(3):211 View
  10. Figueroa C, Aguilera A. The Need for a Mental Health Technology Revolution in the COVID-19 Pandemic. Frontiers in Psychiatry 2020;11 View
  11. Shinn E, Jensen K, McLaughlin J, Garden A, Fellman B, Liang L, Peterson S. Interactive website for head and neck cancer patients: Adherence and coping program to prevent dysphagia after radiation. Internet Interventions 2019;18:100289 View
  12. Graham A, Greene C, Kwasny M, Kaiser S, Lieponis P, Powell T, Mohr D. Coached Mobile App Platform for the Treatment of Depression and Anxiety Among Primary Care Patients. JAMA Psychiatry 2020;77(9):906 View
  13. Lagan S, Aquino P, Emerson M, Fortuna K, Walker R, Torous J. Actionable health app evaluation: translating expert frameworks into objective metrics. npj Digital Medicine 2020;3(1) View
  14. Conroy D, Yang C, Lanza S, Smyth J, Lagoa C. Temporal Dynamics of Treatment Receipt in a Text Message Intervention for Physical Activity: Single-Group, Within-Person Trial. JMIR mHealth and uHealth 2020;8(4):e14270 View
  15. Torous J, Powell A, Rodriguez-Villa E. Health Information Technology Resources to Support Measurement-Based Care. Child and Adolescent Psychiatric Clinics of North America 2020;29(4):763 View
  16. Allen S. COVID-19 Is Straining Mental Health—Could Technology Be the Answer?. IEEE Pulse 2020;11(4):8 View
  17. Gratzer D, Torous J, Lam R, Patten S, Kutcher S, Chan S, Vigo D, Pajer K, Yatham L. Our Digital Moment: Innovations and Opportunities in Digital Mental Health Care. The Canadian Journal of Psychiatry 2021;66(1):5 View
  18. Fitzsimmons-Craft E, Taylor C, Graham A, Sadeh-Sharvit S, Balantekin K, Eichen D, Monterubio G, Goel N, Flatt R, Karam A, Firebaugh M, Jacobi C, Jo B, Trockel M, Wilfley D. Effectiveness of a Digital Cognitive Behavior Therapy–Guided Self-Help Intervention for Eating Disorders in College Women. JAMA Network Open 2020;3(8):e2015633 View
  19. Connolly S, Hogan T, Shimada S, Miller C. 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 View
  20. Byambasuren O, Beller E, Hoffmann T, Glasziou P. Barriers to and Facilitators of the Prescription of mHealth Apps in Australian General Practice: Qualitative Study. JMIR mHealth and uHealth 2020;8(7):e17447 View
  21. Rodriguez-Villa E, Rauseo-Ricupero N, Camacho E, Wisniewski H, Keshavan M, Torous J. The digital clinic: Implementing technology and augmenting care for mental health. General Hospital Psychiatry 2020;66:59 View
  22. Wasil A, Weisz J, DeRubeis R. Three questions to consider before developing a mental health app. World Psychiatry 2020;19(2):252 View
  23. Litvin S, Saunders R, Maier M, Lüttke S, Matsuoka Y. Gamification as an approach to improve resilience and reduce attrition in mobile mental health interventions: A randomized controlled trial. PLOS ONE 2020;15(9):e0237220 View
  24. Hearn J, Finlay K, Sheffield D. ‘Trying to bring attention to your body when you’re not sure where it is’: An interpretative phenomenological analysis of drivers and barriers to mindfulness for people with spinal cord injury. British Journal of Health Psychology 2021;26(1):161 View
  25. Dekker I, De Jong E, Schippers M, De Bruijn-Smolders M, Alexiou A, Giesbers B. Optimizing Students’ Mental Health and Academic Performance: AI-Enhanced Life Crafting. Frontiers in Psychology 2020;11 View
  26. Baumel A, Fleming T, Schueller S. 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 View
  27. Alvarez-Jimenez M, Rice S, D'Alfonso S, Leicester S, Bendall S, Pryor I, Russon P, McEnery C, Santesteban-Echarri O, Da Costa G, Gilbertson T, Valentine L, Solves L, Ratheesh A, McGorry P, Gleeson J. A Novel Multimodal Digital Service (Moderated Online Social Therapy+) for Help-Seeking Young People Experiencing Mental Ill-Health: Pilot Evaluation Within a National Youth E-Mental Health Service. Journal of Medical Internet Research 2020;22(8):e17155 View
  28. Baumel A, Torous J, Edan S, Kane J. There is a non-evidence-based app for that: A systematic review and mixed methods analysis of depression- and anxiety-related apps that incorporate unrecognized techniques. Journal of Affective Disorders 2020;273:410 View
  29. Chandler C, Foltz P, Cohen A, Holmlund T, Cheng J, Bernstein J, Rosenfeld E, Elvevåg B. Machine learning for ambulatory applications of neuropsychological testing. Intelligence-Based Medicine 2020;1-2:100006 View
  30. Maricich Y, Xiong X, Gerwien R, Kuo A, Velez F, Imbert B, Boyer K, Luderer H, Braun S, Williams K. Real-world evidence for a prescription digital therapeutic to treat opioid use disorder. Current Medical Research and Opinion 2021;37(2):175 View
  31. Richardson C, Slemon A, Gadermann A, McAuliffe C, Thomson K, Daly Z, Salway T, Currie L, David A, Jenkins E. Use of Asynchronous Virtual Mental Health Resources for COVID-19 Pandemic–Related Stress Among the General Population in Canada: Cross-Sectional Survey Study. Journal of Medical Internet Research 2020;22(12):e24868 View
  32. Burchert S, Kerber A, Zimmermann J, Knaevelsrud C, Nater-Mewes R. Screening accuracy of a 14-day smartphone ambulatory assessment of depression symptoms and mood dynamics in a general population sample: Comparison with the PHQ-9 depression screening. PLOS ONE 2021;16(1):e0244955 View
  33. Serlachius A, Schache K, Boggiss A, Lim D, Wallace-Boyd K, Brenton-Peters J, Buttenshaw E, Chadd S, Cavadino A, Cao N, Morunga E, Thabrew H. Coping Skills Mobile App to Support the Emotional Well-Being of Young People During the COVID-19 Pandemic: Protocol for a Mixed Methods Study. JMIR Research Protocols 2020;9(10):e23716 View
  34. Asuzu K, Rosenthal M. Mobile device use among inpatients on a psychiatric unit: A preliminary study. Psychiatry Research 2021;297:113720 View
  35. Powell A, Torous J. A Patient-Centered Framework for Measuring the Economic Value of the Clinical Benefits of Digital Health Apps: Theoretical Modeling. JMIR Mental Health 2020;7(10):e18812 View
  36. Lattie E, Cohen K, Winquist N, Mohr D. Examining an App-Based Mental Health Self-Care Program, IntelliCare for College Students: Single-Arm Pilot Study. JMIR Mental Health 2020;7(10):e21075 View
  37. Gadermann A, Thomson K, Richardson C, Gagné M, McAuliffe C, Hirani S, Jenkins E. Examining the impacts of the COVID-19 pandemic on family mental health in Canada: findings from a national cross-sectional study. BMJ Open 2021;11(1):e042871 View
  38. Berry N, Machin M, Ainsworth J, Berry K, Edge D, Haddock G, Lewis S, Morris R, Bucci S. Developing a Theory-Informed Smartphone App for Early Psychosis: Learning Points From a Multidisciplinary Collaboration. Frontiers in Psychiatry 2020;11 View
  39. Fleming T, Lucassen M, Stasiak K, Sutcliffe K, Merry S. Technology Matters: SPARX – computerised cognitive behavioural therapy for adolescent depression in a game format. Child and Adolescent Mental Health 2021;26(1):92 View
  40. Melcher J, Camacho E, Lagan S, Torous J. College student engagement with mental health apps: analysis of barriers to sustained use. Journal of American College Health 2022;70(6):1819 View
  41. Kim H, Kim Y, Park Y. Interpretable Conditional Recurrent Neural Network for Weight Change Prediction: Algorithm Development and Validation Study. JMIR mHealth and uHealth 2021;9(3):e22183 View
  42. Miller M, Davis A, McLean C. Development and Pilot Testing of a Trauma-Focused Cognitive-Behavioral Self-Management Mobile App for Post-traumatic Stress Symptoms. Journal of Technology in Behavioral Science 2022;7(1):63 View
  43. Lukic Y, Shih C, Hernandez Reguera A, Cotti A, Fleisch E, Kowatsch T. Physiological Responses and User Feedback on a Gameful Breathing Training App: Within-Subject Experiment. JMIR Serious Games 2021;9(1):e22802 View
  44. Alessa T, S Hawley M, Alsulamy N, de Witte L. Using a Commercially Available App for the Self-Management of Hypertension: Acceptance and Usability Study in Saudi Arabia. JMIR mHealth and uHealth 2021;9(2):e24177 View
  45. Friis-Healy E, Nagy G, Kollins S. It Is Time to REACT: Opportunities for Digital Mental Health Apps to Reduce Mental Health Disparities in Racially and Ethnically Minoritized Groups. JMIR Mental Health 2021;8(1):e25456 View
  46. Mordecai D, Histon T, Neuwirth E, Heisler W, Kraft A, Bang Y, Franchino K, Taillac C, Nixon J. How Kaiser Permanente Created a Mental Health and Wellness Digital Ecosystem. NEJM Catalyst 2021;2(1) View
  47. Bergin A, Vallejos E, Davies E, Daley D, Ford T, Harold G, Hetrick S, Kidner M, Long Y, Merry S, Morriss R, Sayal K, Sonuga-Barke E, Robinson J, Torous J, Hollis C. Preventive digital mental health interventions for children and young people: a review of the design and reporting of research. npj Digital Medicine 2020;3(1) View
  48. Lin Y, Chen S, Lin P, Tai A, Pan Y, Hsieh C, Lin S. Assessing User Retention of a Mobile App: Survival Analysis. JMIR mHealth and uHealth 2020;8(11):e16309 View
  49. Wasil A, Patel R, Cho J, Shingleton R, Weisz J, DeRubeis R. Smartphone apps for eating disorders: A systematic review of evidence‐based content and application of user‐adjusted analyses. International Journal of Eating Disorders 2021;54(5):690 View
  50. Wu A, Scult M, Barnes E, Betancourt J, Falk A, Gunning F. Smartphone apps for depression and anxiety: a systematic review and meta-analysis of techniques to increase engagement. npj Digital Medicine 2021;4(1) View
  51. Stenzel L, Röcken M, Thrien H, Stoll O. Blended Learning zur Betreuung der deutschen männlichen U19 Handballnationalmannschaft bei der WM 2019. Zeitschrift für Sportpsychologie 2020;27(4):153 View
  52. Agyapong V, Shalaby R, Hrabok M, Vuong W, Noble J, Gusnowski A, Mrklas K, Li D, Snaterse M, Surood S, Cao B, Li X, Greiner R, Greenshaw A. Mental Health Outreach via Supportive Text Messages during the COVID-19 Pandemic: Improved Mental Health and Reduced Suicidal Ideation after Six Weeks in Subscribers of Text4Hope Compared to a Control Population. International Journal of Environmental Research and Public Health 2021;18(4):2157 View
  53. Van Daele T, Best P, Bernaerts S, Van Assche E, De Witte N. Dropping the E: The potential for integrating e-mental health in psychotherapy. Current Opinion in Psychology 2021;41:46 View
  54. Fagernäs S, Hamilton W, Espinoza N, Miloff A, Carlbring P, Lindner P. What do users think about Virtual Reality relaxation applications? A mixed methods study of online user reviews using natural language processing. Internet Interventions 2021;24:100370 View
  55. Jaworski B, Taylor K, Ramsey K, Heinz A, Steinmetz S, Pagano I, Moraja G, Owen J. Exploring Usage of COVID Coach, a Public Mental Health App Designed for the COVID-19 Pandemic: Evaluation of Analytics Data. Journal of Medical Internet Research 2021;23(3):e26559 View
  56. Figueroa C, Aguilera A, Chakraborty B, Modiri A, Aggarwal J, Deliu N, Sarkar U, Jay Williams J, Lyles C. Adaptive learning algorithms to optimize mobile applications for behavioral health: guidelines for design decisions. Journal of the American Medical Informatics Association 2021;28(6):1225 View
  57. Tarricone R, Petracca F, Ciani O, Cucciniello M. Distinguishing features in the assessment of mHealth apps. Expert Review of Pharmacoeconomics & Outcomes Research 2021;21(4):521 View
  58. Prochaska J, Vogel E, Chieng A, Kendra M, Baiocchi M, Pajarito S, Robinson A. A Therapeutic Relational Agent for Reducing Problematic Substance Use (Woebot): Development and Usability Study. Journal of Medical Internet Research 2021;23(3):e24850 View
  59. Viczko J, Tarrant J, Jackson R. Effects on Mood and EEG States After Meditation in Augmented Reality With and Without Adjunctive Neurofeedback. Frontiers in Virtual Reality 2021;2 View
  60. Rauseo-Ricupero N, Henson P, Agate-Mays M, Torous J. Case studies from the digital clinic: integrating digital phenotyping and clinical practice into today’s world. International Review of Psychiatry 2021;33(4):394 View
  61. Shalaby R, Vuong W, Hrabok M, Gusnowski A, Mrklas K, Li D, Snaterse M, Surood S, Cao B, Li X, Greiner R, Greenshaw A, Agyapong V. Gender Differences in Satisfaction With a Text Messaging Program (Text4Hope) and Anticipated Receptivity to Technology-Based Health Support During the COVID-19 Pandemic: Cross-sectional Survey Study. JMIR mHealth and uHealth 2021;9(4):e24184 View
  62. Baumel A, Muench F. Effort-Optimized Intervention Model: Framework for Building and Analyzing Digital Interventions That Require Minimal Effort for Health-Related Gains. Journal of Medical Internet Research 2021;23(3):e24905 View
  63. Rafiei R, Williams C, Jiang J, Aungst T, Durrer M, Tran D, Howald R. Digital Health Integration Assessment and Maturity of the United States Biopharmaceutical Industry: Forces Driving the Next Generation of Connected Autoinjectable Devices. JMIR mHealth and uHealth 2021;9(3):e25406 View
  64. Wasil A, Taylor M, Franzen R, Steinberg J, DeRubeis R. Promoting Graduate Student Mental Health During COVID-19: Acceptability, Feasibility, and Perceived Utility of an Online Single-Session Intervention. Frontiers in Psychology 2021;12 View
  65. Shi J, Lo B, Wong H, Hollenberg E, Sanches M, Abi-Jaoudé A, Chaim G, Cleverley K, Henderson J, Johnson A, Levinson A, Pham Q, Robb J, Voineskos A, Wiljer D. Assessing the usability and user engagement of Thought Spot - A digital mental health help-seeking solution for transition-aged youth. Internet Interventions 2021;24:100386 View
  66. Wong H, Lo B, Shi J, Hollenberg E, Abi-Jaoude A, Johnson A, Chaim G, Cleverley K, Henderson J, Levinson A, Robb J, Voineskos A, Wiljer D. Postsecondary Student Engagement With a Mental Health App and Online Platform (Thought Spot): Qualitative Study of User Experience. JMIR Mental Health 2021;8(4):e23447 View
  67. Roberts A, Davenport T, Wong T, Moon H, Hickie I, LaMonica H. Evaluating the quality and safety of health-related apps and e-tools: Adapting the Mobile App Rating Scale and developing a quality assurance protocol. Internet Interventions 2021;24:100379 View
  68. Poort H, Ryan A, MacDougall K, Malinowski P, MacDonald A, Markin Z, Pirl W, Greer J, Fasciano K. Feasibility and Acceptability of a Mobile Phone App Intervention for Coping With Cancer as a Young Adult: Pilot Trial and Thematic Analysis. Journal of Medical Internet Research 2021;23(6):e25069 View
  69. Bulaj G, Clark J, Ebrahimi M, Bald E. From Precision Metapharmacology to Patient Empowerment: Delivery of Self-Care Practices for Epilepsy, Pain, Depression and Cancer Using Digital Health Technologies. Frontiers in Pharmacology 2021;12 View
  70. Stenzel L, Röcken M, Borgmann S, Stoll O. Developing and Implementing an App-Based Blended Psychological Skills Training: A Case Study. The Sport Psychologist 2021;35(2):155 View
  71. Knapp A, Cohen K, Nicholas J, Mohr D, Carlo A, Skerl J, Lattie E. Integration of Digital Tools Into Community Mental Health Care Settings That Serve Young People: Focus Group Study. JMIR Mental Health 2021;8(8):e27379 View
  72. Li J, Yu K, Bao X, Liu X, Yao J. Patterns of eHealth Website User Engagement Based on Cross-site Clickstream Data: Correlational Study. Journal of Medical Internet Research 2021;23(8):e29299 View
  73. Camacho E, Torous J. Introducing an implementation framework for augmenting care with digital technology for early psychosis patients: theory and motivation. Journal of Mental Health 2022;31(6):816 View
  74. Patoz M, Hidalgo-Mazzei D, Pereira B, Blanc O, de Chazeron I, Murru A, Verdolini N, Pacchiarotti I, Vieta E, Llorca P, Samalin L. Patients’ adherence to smartphone apps in the management of bipolar disorder: a systematic review. International Journal of Bipolar Disorders 2021;9(1) View
  75. Andrade A, Beleigoli A, Diniz M, Ribeiro A. Influence of Baseline User Characteristics and Early Use Patterns (24-Hour) on Long-Term Adherence and Effectiveness of a Web-Based Weight Loss Randomized Controlled Trial: Latent Profile Analysis. Journal of Medical Internet Research 2021;23(6):e26421 View
  76. McCall T, Ali M, Yu F, Fontelo P, Khairat S. Development of a Mobile App to Support Self-management of Anxiety and Depression in African American Women: Usability Study. JMIR Formative Research 2021;5(8):e24393 View
  77. Auriacombe M, Fournet L, Dupuy L, Micoulaud-Franchi J, de Sevin E, Moriceau S, Baillet E, Alexandre J, Serre F, Philip P. Effectiveness and Acceptance of a Smartphone-Based Virtual Agent Screening for Alcohol and Tobacco Problems and Associated Risk Factors During COVID-19 Pandemic in the General Population. Frontiers in Psychiatry 2021;12 View
  78. Smith A, Fowler L, Graham A, Jaworski B, Firebaugh M, Monterubio G, Vázquez M, DePietro B, Sadeh-Sharvit S, Balantekin K, Topooco N, Wilfley D, Taylor C, Fitzsimmons-Craft E. Digital Overload among College Students: Implications for Mental Health App Use. Social Sciences 2021;10(8):279 View
  79. Kittler C, Stenzel L, Jekauc D, Stoll O. Implementation of an App-Based Blended Mindfulness Intervention in a Bundesliga Youth Academy Targeting Goalkeepers: A Case Study. Case Studies in Sport and Exercise Psychology 2021;5(1):95 View
  80. Shih C, Pudipeddi R, Uthayakumar A, Washington P. A Local Community-Based Social Network for Mental Health and Well-being (Quokka): Exploratory Feasibility Study. JMIRx Med 2021;2(4):e24972 View
  81. Anton M, Greenberger H, Andreopoulos E, Pande R. Evaluation of a Commercial Mobile Health App for Depression and Anxiety (AbleTo Digital+): Retrospective Cohort Study. JMIR Formative Research 2021;5(9):e27570 View
  82. Auf H, Dagman J, Renström S, Chaplin J. GAMIFICATION AND NUDGING TECHNIQUES FOR IMPROVING USER ENGAGEMENT IN MENTAL HEALTH AND WELL-BEING APPS. Proceedings of the Design Society 2021;1:1647 View
  83. Reyes A. The Process of Learning Mindfulness and Acceptance through the Use of a Mobile App Based on Acceptance and Commitment Therapy: A Grounded Theory Analysis. Issues in Mental Health Nursing 2022;43(1):3 View
  84. Lukic Y, Klein S, Brügger V, Keller O, Fleisch E, Kowatsch T. The Impact of a Gameful Breathing Training Visualization on Intrinsic Experiential Value, Perceived Effectiveness, and Engagement Intentions: Between-Subject Online Experiment. JMIR Serious Games 2021;9(3):e22803 View
  85. Lee M, Kang D, Kim S, Lim J, Yoon J, Kim Y, Shim S, Kang E, Ahn J, Cho J, Shin S, Oh D. Who is more likely to adopt and comply with the electronic patient-reported outcome measure (ePROM) mobile application? A real-world study with cancer patients undergoing active treatment. Supportive Care in Cancer 2022;30(1):659 View
  86. Garety P, Ward T, Emsley R, Greenwood K, Freeman D, Fowler D, Kuipers E, Bebbington P, Dunn G, Hardy A. Digitally supported CBT to reduce paranoia and improve reasoning for people with schizophrenia-spectrum psychosis: the SlowMo RCT. Efficacy and Mechanism Evaluation 2021;8(11):1 View
  87. Fleming T, Poppelaars M, Thabrew H. The role of gamification in digital mental health. World Psychiatry 2023;22(1):46 View
  88. Oakley-Girvan I, Docherty J. A New Approach to Enhancing Engagement in eHealth Apps. Interactive Journal of Medical Research 2022;11(2):e38886 View
  89. Schueller S, Parks A. Increasing the total tonnage of human happiness through digital positive psychological interventions: The legacies of MEPS in digital health. The Journal of Positive Psychology 2022;17(2):198 View
  90. Teepe G, Da Fonseca A, Kleim B, Jacobson N, Salamanca Sanabria A, Tudor Car L, Fleisch E, Kowatsch T. Just-in-Time Adaptive Mechanisms of Popular Mobile Apps for Individuals With Depression: Systematic App Search and Literature Review. Journal of Medical Internet Research 2021;23(9):e29412 View
  91. Lynch W, Platt M, Pardes A. Development of a Severity Score and Comparison With Validated Measures for Depression and Anxiety: Validation Study. JMIR Formative Research 2021;5(11):e30313 View
  92. Ahuvia I, Sung J, Dobias M, Nelson B, Richmond L, London B, Schleider J. College student interest in teletherapy and self-guided mental health supports during the COVID-19 pandemic. Journal of American College Health 2024;72(3):940 View
  93. Agapie E, Chang K, Patrachari S, Neary M, Schueller S. Understanding Mental Health Apps for Youth: Focus Group Study With Latinx Youth. JMIR Formative Research 2022;6(10):e40726 View
  94. Oehler C, Scholze K, Driessen P, Rummel-Kluge C, Görges F, Hegerl U. How are guide profession and routine care setting related to adherence and symptom change in iCBT for depression? - an explorative log-data analysis. Internet Interventions 2021;26:100476 View
  95. Pardes A, Lynch W, Miclette M, McGeoch E, Daly B. Use of a Mobile Health (mHealth) Platform for Remote Assessment of Suicidal Ideation, Depression, and Anxiety: A Longitudinal Retrospective Study. Innovations in Digital Health, Diagnostics, and Biomarkers 2022;2(2022):8 View
  96. Lo B, Pham Q, Sockalingam S, Wiljer D, Strudwick G. Identifying essential factors that influence user engagement with digital mental health tools in clinical care settings: Protocol for a Delphi study. DIGITAL HEALTH 2022;8:205520762211290 View
  97. Vial S, Boudhraâ S, Dumont M. Human-Centered Design Approaches in Digital Mental Health Interventions: Exploratory Mapping Review. JMIR Mental Health 2022;9(6):e35591 View
  98. Murphy J, Michalak E, Liu J, Colquhoun H, Burton H, Yang X, Yang T, Wang X, Fei Y, He Y, Wang Z, Xu Y, Zhang P, Su Y, Huang J, Huang L, Yang L, Lin X, Fang Y, Liu T, Lam R, Chen J. Barriers and facilitators to implementing measurement-based care for depression in Shanghai, China: a situational analysis. BMC Psychiatry 2021;21(1) View
  99. Minen M, George A, Camacho E, Yao L, Sahu A, Campbell M, Soviero M, Hossain Q, Verma D, Torous J. Assessment of Smartphone Apps for Common Neurologic Conditions (Headache, Insomnia, and Pain): Cross-sectional Study. JMIR mHealth and uHealth 2022;10(6):e36761 View
  100. Zhang X, Lewis S, Chen X, Berry N, Bucci S. Mental health professionals views and the impact of COVID-19 pandemic on implementing digital mental health in China: A nationwide survey study. Internet Interventions 2022;30:100576 View
  101. Topooco N, Fowler L, Fitzsimmons-Craft E, DePietro B, Vázquez M, Firebaugh M, Ceglarek P, Monterubio G, Newman M, Eisenberg D, Wilfley D, Taylor C. Digital interventions to address mental health needs in colleges: Perspectives of student stakeholders. Internet Interventions 2022;28:100528 View
  102. Bossarte R, Kessler R, Nierenberg A, Chattopadhyay A, Cuijpers P, Enrique A, Foxworth P, Gildea S, Belnap B, Haut M, Law K, Lewis W, Liu H, Luedtke A, Pigeon W, Rhodes L, Richards D, Rollman B, Sampson N, Stokes C, Torous J, Webb T, Zubizarreta J. The Appalachia Mind Health Initiative (AMHI): a pragmatic randomized clinical trial of adjunctive internet-based cognitive behavior therapy for treating major depressive disorder among primary care patients. Trials 2022;23(1) View
  103. Jaworski B, Webb Hooper M, Aklin W, Jean-Francois B, Elwood W, Belis D, Riley W, Hunter C. Advancing digital health equity: Directions for behavioral and social science research. Translational Behavioral Medicine 2023;13(3):132 View
  104. Kim H, Kim Y, Michaelides A, Park Y. Weight Loss Trajectories and Related Factors in a 16-Week Mobile Obesity Intervention Program: Retrospective Observational Study. Journal of Medical Internet Research 2022;24(4):e29380 View
  105. Tandon P, Purdy G, Ismond K, Cruz C, Etruw E, Suderman K, Hyde A, Stickland M, Spence J, Lien D, Bhanji R, Prado C, Cruz A, Joy A, Yaskina M, Round J, Harback K, Padwal R, McNeely M. Heal-me PiONEer (personalized online nutrition and exercise): An RCT assessing 2 levels of app-based programming in individuals with chronic disease. Contemporary Clinical Trials 2022;118:106791 View
  106. Rosenfeld E, Lyman C, Roberts J. Development of an mHealth App–Based Intervention for Depressive Rumination (RuminAid): Mixed Methods Focus Group Evaluation. JMIR Formative Research 2022;6(12):e40045 View
  107. O'Sullivan S, Schmaal L, D'Alfonso S, Toenders Y, Valentine L, McEnery C, Bendall S, Nelson B, Gleeson J, Alvarez-Jimenez M. Characterizing Use of a Multicomponent Digital Intervention to Predict Treatment Outcomes in First-Episode Psychosis: Cluster Analysis. JMIR Mental Health 2022;9(4):e29211 View
  108. Sourander A, Ristkari T, Kurki M, Gilbert S, Hinkka-Yli-Salomäki S, Kinnunen M, Pulkki-Råback L, McGrath P. Effectiveness of an Internet-Based and Telephone-Assisted Training for Parents of 4-Year-Old Children With Disruptive Behavior: Implementation Research. Journal of Medical Internet Research 2022;24(4):e27900 View
  109. Boucher E, Ward H, Mounts A, Parks A. Engagement in Digital Mental Health Interventions: Can Monetary Incentives Help?. Frontiers in Psychology 2021;12 View
  110. Braun P, Drüge M, Hennemann S, Nitsch F, Staeck R, Apolinário-Hagen J. Acceptance of E-Mental Health Services for Different Application Purposes Among Psychotherapists in Clinical Training in Germany and Switzerland: Secondary Analysis of a Cross-Sectional Survey. Frontiers in Digital Health 2022;4 View
  111. Sheng Y, Doyle J, Bond R, Jaiswal R, Gavin S, Dinsmore J. Home-based digital health technologies for older adults to self-manage multiple chronic conditions: A data-informed analysis of user engagement from a longitudinal trial. DIGITAL HEALTH 2022;8:205520762211259 View
  112. McCall T, Threats M, Pillai M, Lakdawala A, Bolton C. Recommendations for design of a mobile application to support management of anxiety and depression among Black American women. Frontiers in Digital Health 2022;4 View
  113. Simon L, Reimann J, Steubl L, Stach M, Spiegelhalder K, Sander L, Baumeister H, Messner E, Terhorst Y. Help for insomnia from the app store? A standardized rating of mobile health applications claiming to target insomnia. Journal of Sleep Research 2023;32(1) View
  114. Torous J, Stern A, Bourgeois F. Regulatory considerations to keep pace with innovation in digital health products. npj Digital Medicine 2022;5(1) View
  115. Spottswood M, Lim C, Davydow D, Huang H. Improving Suicide Prevention in Primary Care for Differing Levels of Behavioral Health Integration: A Review. Frontiers in Medicine 2022;9 View
  116. Werntz A, Jasman M, Simeon K, Gunasekaran H, Yowell C, Rhodes J. Implementation of a Technology-Enhanced Peer Mentor Referral System for First-Year University Students. Journal of Technology in Behavioral Science 2023;8(3):306 View
  117. Simões de Almeida R, Marques A. User engagement in mobile apps for people with schizophrenia: A scoping review. Frontiers in Digital Health 2023;4 View
  118. Peerani F, Watt M, Ismond K, Whitlock R, Ambrosio L, Hotte N, Mitchell N, Bailey R, Kroeker K, Dieleman L, Siffledeen J, Lim A, Wong K, Halloran B, Baumgart D, Taylor L, Raman M, Madsen K, Tandon P. A randomized controlled trial of a multicomponent online stress reduction intervention in inflammatory bowel disease. Therapeutic Advances in Gastroenterology 2022;15:175628482211272 View
  119. Comtois K, Mata-Greve F, Johnson M, Pullmann M, Mosser B, Arean P. Effectiveness of Mental Health Apps for Distress During COVID-19 in US Unemployed and Essential Workers: Remote Pragmatic Randomized Clinical Trial. JMIR mHealth and uHealth 2022;10(11):e41689 View
  120. Teepe G, Kowatsch T, Hans F, Benning L. Postmarketing Follow-Up of a Digital Home Exercise Program for Back, Hip, and Knee Pain: Retrospective Observational Study With a Time-Series and Matched-Pair Analysis. Journal of Medical Internet Research 2023;25:e43775 View
  121. Chalela P, McAlister A, Akopian D, Munoz E, Despres C, Kaghyan S, Ramirez A. Facebook Chat Application to Prompt and Assist Smoking Cessation Among Spanish-Speaking Young Adults in South Texas. Health Promotion Practice 2022;23(3):378 View
  122. Mieszkowska K, Krajewski G, Sobota K, Dynak A, Kolak J, Krysztofiak M, Łukomska B, Łuniewska M, Garmann N, Hansen P, Romøren A, Simonsen H, Alcock K, Katsos N, Haman E. Parental Report via a Mobile App in the Context of Early Language Trajectories: StarWords Study Protocol. International Journal of Environmental Research and Public Health 2022;19(5):3067 View
  123. Meyerhoff J, Kornfield R, Mohr D, 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 View
  124. Meyerhoff J, Nguyen T, Karr C, Reddy M, Williams J, Bhattacharjee A, Mohr D, 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 View
  125. Addington E, Cummings P, Jackson K, Yang D, Moskowitz J. Exploring Retention, Usage, and Efficacy of Web-Based Delivery of Positive Emotion Regulation Skills During the COVID-19 Pandemic. Affective Science 2023;4(1):118 View
  126. Mayer G, Hummel S, Gronewold N, Oetjen N, Hilbel T, Schultz J. Validity and Reliability of the Self-administered Psycho-TherApy-SystemS (SELFPASS) Item Pool for the Daily Mood Tracking of Depressive Symptoms: Cross-sectional Web-Based Survey. JMIR Mental Health 2021;8(10):e29615 View
  127. Porras-Segovia A, Díaz-Oliván I, Barrigón M, Moreno M, Artés-Rodríguez A, Pérez-Rodríguez M, Baca-García E. Real-world feasibility and acceptability of real-time suicide risk monitoring via smartphones: A 6-month follow-up cohort. Journal of Psychiatric Research 2022;149:145 View
  128. Arigo D, Torous J. Development of a Mobile Assessment Tool for Understanding Social Comparison Processes Among Individuals With Schizophrenia: Two-Phase Survey Study. JMIR Formative Research 2022;6(5):e36541 View
  129. Öeren M, Jordan I, Coughlin D, Turnbull S. Improving Access to Behavioral Strategies to Improve Mental Well-being With an Entertaining Breakfast Show App: Feasibility Evaluation Study. JMIR Formative Research 2022;6(3):e25715 View
  130. Hudson G, Negbenose E, Neary M, Jansli S, Schueller S, Wykes T, Jilka S. Comparing Professional and Consumer Ratings of Mental Health Apps: Mixed Methods Study. JMIR Formative Research 2022;6(9):e39813 View
  131. Teepe G, Kowatsch T, Hans F, Benning L. Preliminary Use and Outcome Data of a Digital Home Exercise Program for Back, Hip, and Knee Pain: Retrospective Observational Study With a Time Series and Matched Analysis. JMIR mHealth and uHealth 2022;10(12):e38649 View
  132. Leo A, Schuelke M, Hunt D, Metzler J, Miller J, Areán P, Armbrecht M, Cheng A. A Digital Mental Health Intervention in an Orthopedic Setting for Patients With Symptoms of Depression and/or Anxiety: Feasibility Prospective Cohort Study. JMIR Formative Research 2022;6(2):e34889 View
  133. Murray A, Brown R, Zhu X, Speyer L, Yang Y, Xiao Z, Ribeaud D, Eisner M. Prompt-level predictors of compliance in an ecological momentary assessment study of young adults' mental health. Journal of Affective Disorders 2023;322:125 View
  134. Fortuna K, Wright A, Mois G, Myers A, Kadakia A, Collins-Pisano C. Feasibility, Acceptability, and Potential Utility of Peer-supported Ecological Momentary Assessment Among People with Serious Mental Illness: a Pilot Study. Psychiatric Quarterly 2022;93(3):717 View
  135. Sinha C, Cheng A, Kadaba M. Adherence and Engagement With a Cognitive Behavioral Therapy–Based Conversational Agent (Wysa for Chronic Pain) Among Adults With Chronic Pain: Survival Analysis. JMIR Formative Research 2022;6(5):e37302 View
  136. de Mello Barreto L, Borkum D, Gerstel B, Kanen R, Kola A, Ott B. Fidelity to the Inhibitory Learning Model, Functionality, and Availability of Free Anxiety Treatment Apps. Journal of Technology in Behavioral Science 2022;7(3):290 View
  137. Qin X, Liu C, Zhu W, Chen Y, Wang Y. Preventing Postpartum Depression in the Early Postpartum Period Using an App-Based Cognitive Behavioral Therapy Program: A Pilot Randomized Controlled Study. International Journal of Environmental Research and Public Health 2022;19(24):16824 View
  138. Hoepper B, Siegel K, Carlon H, Kahler C, Park E, Taylor S, Simpson H, Hoeppner S. Feature-Level Analysis of a Smoking Cessation Smartphone App Based on a Positive Psychology Approach: Prospective Observational Study. JMIR Formative Research 2022;6(7):e38234 View
  139. Werntz A, Amado S, Jasman M, Ervin A, Rhodes J. Providing Human Support for the Use of Digital Mental Health Interventions: Systematic Meta-review. Journal of Medical Internet Research 2023;25:e42864 View
  140. Jaworski B, Taylor K, Ramsey K, Heinz A, Steinmetz S, Owen J, Tsai J, Pietrzak R. Predicting Uptake of the COVID Coach App Among US Military Veterans: Funnel Analysis Using a Probability-Based Panel. JMIR Mental Health 2022;9(4):e36217 View
  141. Kranenburg L, Gillis J, Mayer B, Hoogendijk W. The Effectiveness of a Nonguided Mindfulness App on Perceived Stress in a Nonclinical Dutch Population: Randomized Controlled Trial. JMIR Mental Health 2022;9(3):e32123 View
  142. Baños R, Herrero R, Vara M. What is the Current and Future Status of Digital Mental Health Interventions?. The Spanish Journal of Psychology 2022;25 View
  143. Lin D, Nazreen T, Rutowski T, Lu Y, Harati A, Shriberg E, Chlebek P, Aratow M. Feasibility of a Machine Learning-Based Smartphone Application in Detecting Depression and Anxiety in a Generally Senior Population. Frontiers in Psychology 2022;13 View
  144. Chang S, Gray L, Torous J. Smartphone app engagement and clinical outcomes in a hybrid clinic. Psychiatry Research 2023;319:115015 View
  145. Jakob R, Harperink S, Rudolf A, Fleisch E, Haug S, Mair J, Salamanca-Sanabria A, Kowatsch T. Factors Influencing Adherence to mHealth Apps for Prevention or Management of Noncommunicable Diseases: Systematic Review. Journal of Medical Internet Research 2022;24(5):e35371 View
  146. Nwosu A, Boardman S, Husain M, Doraiswamy P. Digital therapeutics for mental health: Is attrition the Achilles heel?. Frontiers in Psychiatry 2022;13 View
  147. Shan Y, Ji M, Xie W, Lam K, Chow C. Public Trust in Artificial Intelligence Applications in Mental Health Care: Topic Modeling Analysis. JMIR Human Factors 2022;9(4):e38799 View
  148. Ross S, Wood M, Johns D, Murphy J, Baird R, Alford B. Understanding Engagement With Forensic Smartphone Apps: The Service Design Engagement Model. International Journal of Offender Therapy and Comparative Criminology 2022:0306624X2211063 View
  149. Ramadurai R, Beckham E, McHugh R, Björgvinsson T, Beard C. Operationalizing Engagement With an Interpretation Bias Smartphone App Intervention: Case Series. JMIR Mental Health 2022;9(8):e33545 View
  150. Schleider J, Mullarkey M, Fox K, Dobias M, Shroff A, Hart E, Roulston C. A randomized trial of online single-session interventions for adolescent depression during COVID-19. Nature Human Behaviour 2021;6(2):258 View
  151. García-Estela A, Cantillo J, Angarita-Osorio N, Mur-Milà E, Anmella G, Pérez V, Vieta E, Hidalgo-Mazzei D, Colom F. Real-world Implementation of a Smartphone-Based Psychoeducation Program for Bipolar Disorder: Observational Ecological Study. Journal of Medical Internet Research 2022;24(2):e31565 View
  152. Kaveladze B, Young S, Schueller S. Antifragile Behavior Change Through Digital Health Behavior Change Interventions. JMIR Formative Research 2022;6(6):e32571 View
  153. Hoeppner B, Siegel K, Carlon H, Kahler C, Park E, Hoeppner S. A Smoking Cessation App for Nondaily Smokers (Version 2 of the Smiling Instead of Smoking App): Acceptability and Feasibility Study. JMIR Formative Research 2021;5(11):e29760 View
  154. Kornfield R, Mohr D, Ranney R, Lattie E, Meyerhoff J, Williams J, 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 View
  155. Hiranandani S, Ipek S, Wilhelm S, Greenberg J. 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 View
  156. Lukic Y, Teepe G, Fleisch E, Kowatsch T. Breathing as an Input Modality in a Gameful Breathing Training App (Breeze 2): Development and Evaluation Study. JMIR Serious Games 2022;10(3):e39186 View
  157. Milne-Ives M, Homer S, Andrade J, Meinert E. Associations Between Behavior Change Techniques and Engagement With Mobile Health Apps: Protocol for a Systematic Review. JMIR Research Protocols 2022;11(3):e35172 View
  158. Jardine J, Bowman R, Doherty G. Digital Interventions to Enhance Readiness for Psychological Therapy: Scoping Review. Journal of Medical Internet Research 2022;24(8):e37851 View
  159. Balaskas A, Schueller S, Cox A, Rashleigh C, Doherty G, Tizzoni M. Examining young adults daily perspectives on usage of anxiety apps: A user study. PLOS Digital Health 2023;2(1):e0000185 View
  160. Stenzel L, Konsemüller M, Tan S, Röcken M, Borgmann S, Thomsen N, Stoll O. An App-Based Loving-Kindness Training to Facilitate Compassion, Team Cohesion, and Fairness. Zeitschrift für Sportpsychologie 2021;28(4):149 View
  161. Montgomery R, Boucher E, Honomichl R, Powell T, Guyton S, Bernecker S, Stoeckl S, Parks A. The Effects of a Digital Mental Health Intervention in Adults With Cardiovascular Disease Risk Factors: Analysis of Real-World User Data. JMIR Cardio 2021;5(2):e32351 View
  162. Spanhel K, Balci S, Feldhahn F, Bengel J, Baumeister H, Sander L. Cultural adaptation of internet- and mobile-based interventions for mental disorders: a systematic review. npj Digital Medicine 2021;4(1) View
  163. Ditton E, Knott B, Hodyl N, Horton G, Walker F, Nilsson M. Assessing the Efficacy of an Individualized Psychological Flexibility Skills Training Intervention App for Medical Student Burnout and Well-being: Protocol for a Randomized Controlled Trial. JMIR Research Protocols 2022;11(2):e32992 View
  164. Baumel A. Therapeutic Activities as a Link between Program Usage and Clinical Outcomes in Digital Mental Health Interventions: a Proposed Research Framework. Journal of Technology in Behavioral Science 2022;7(2):234 View
  165. Turmaine K, Dumas A, Chevreul K. Conditions for the Successful Integration of an eHealth Tool "StopBlues" Into Community-Based Interventions in France: Results From a Multiple Correspondence Analysis. Journal of Medical Internet Research 2022;24(4):e30218 View
  166. Michalak E, Barnes S, Morton E, O'Brien H, Murray G, Hole R, Meyer D. Supporting Self-management and Quality of Life in Bipolar Disorder With the PolarUs App (Alpha): Protocol for a Mixed Methods Study. JMIR Research Protocols 2022;11(8):e36213 View
  167. Kim J, Sadeh‐Sharvit S, Welch H, Neri E, Tregarthen J, Lock J. Eating disorders early app use mediates treatment effect on clinical improvement. International Journal of Eating Disorders 2022;55(3):382 View
  168. Raue P, Fridling N, Song J, Hull T, Alexopoulos G, Arean P. Message-based psychotherapy for older adults: A cohort comparison study. Frontiers in Psychiatry 2022;13 View
  169. Thabrew H, Boggiss A, Lim D, Schache K, Morunga E, Cao N, Cavadino A, Serlachius A. Well-being app to support young people during the COVID-19 pandemic: randomised controlled trial. BMJ Open 2022;12(5):e058144 View
  170. Blasiak A, Sapanel Y, Leitman D, Ng W, De Nicola R, Lee V, Todorov A, Ho D. Omnichannel Communication to Boost Patient Engagement and Behavioral Change With Digital Health Interventions. Journal of Medical Internet Research 2022;24(11):e41463 View
  171. Morton E, Nicholas J, Lapadat L, O'Brien H, Barnes S, Poh C, Michalak E. Use of smartphone apps in bipolar disorder: An international web-based survey of feature preferences and privacy concerns. Journal of Affective Disorders 2021;295:1102 View
  172. Petracca F, Tempre R, Cucciniello M, Ciani O, Pompeo E, Sannino L, Lovato V, Castaman G, Ghirardini A, Tarricone R. An Electronic Patient-Reported Outcome Mobile App for Data Collection in Type A Hemophilia: Design and Usability Study. JMIR Formative Research 2021;5(12):e25071 View
  173. Yang Y, Chung K. Pilot Randomized Control Trial of an App-Based CBT Program for Reducing Anxiety in Individuals with ASD without Intellectual Disability. Journal of Autism and Developmental Disorders 2023;53(4):1331 View
  174. Jesuthasan J, Low M, Ong T. The Impact of Personalized Human Support on Engagement With Behavioral Intervention Technologies for Employee Mental Health: An Exploratory Retrospective Study. Frontiers in Digital Health 2022;4 View
  175. Satre D, Meacham M, Asarnow L, Fisher W, Fortuna L, Iturralde E. Opportunities to Integrate Mobile App–Based Interventions Into Mental Health and Substance Use Disorder Treatment Services in the Wake of COVID-19. American Journal of Health Promotion 2021;35(8):1178 View
  176. Balaskas A, Schueller S, Cox A, Doherty G. Understanding users’ perspectives on mobile apps for anxiety management. Frontiers in Digital Health 2022;4 View
  177. Pine R, Te Morenga L, Olson M, Fleming T. Development of a casual video game (Match Emoji) with psychological well-being concepts for young adolescents. DIGITAL HEALTH 2021;7:205520762110478 View
  178. Marcu G, Ondersma S, Spiller A, Broderick B, Kadri R, Buis L. Barriers and Considerations in the Design and Implementation of Digital Behavioral Interventions: Qualitative Analysis. Journal of Medical Internet Research 2022;24(3):e34301 View
  179. Tarricone R, Petracca F, Cucciniello M, Ciani O. Recommendations for developing a lifecycle, multidimensional assessment framework for mobile medical apps. Health Economics 2022;31(S1):73 View
  180. 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
  181. Wu T, Hu J, Davydow D, Huang H, Spottswood M, Huang H. Demystifying borderline personality disorder in primary care. Frontiers in Medicine 2022;9 View
  182. Sourander S, Sourander A, Hinkka-Yli-Salomäki S, Ristkari T, Kurki M. An Internet-Based Parent Training With Telephone Coaching on Managing Disruptive Behavior in Children at Special Family Counseling Centers During the COVID-19 Pandemic: Feasibility Study. JMIR Pediatrics and Parenting 2022;5(4):e40614 View
  183. Philippi P, Baumeister H, Apolinário-Hagen J, Ebert D, Hennemann S, Kott L, Lin J, Messner E, Terhorst Y. Acceptance towards digital health interventions – Model validation and further development of the Unified Theory of Acceptance and Use of Technology. Internet Interventions 2021;26:100459 View
  184. Zhang Y, Pratap A, Folarin A, Sun S, Cummins N, Matcham F, Vairavan S, Dineley J, Ranjan Y, Rashid Z, Conde P, Stewart C, White K, Oetzmann C, Ivan A, Lamers F, Siddi S, Rambla C, Simblett S, Nica R, Mohr D, Myin-Germeys I, Wykes T, Haro J, Penninx B, Annas P, Narayan V, Hotopf M, Dobson R. Long-term participant retention and engagement patterns in an app and wearable-based multinational remote digital depression study. npj Digital Medicine 2023;6(1) View
  185. Kaveladze B, Wasil A, Bunyi J, Ramirez V, Schueller S. User Experience, Engagement, and Popularity in Mental Health Apps: Secondary Analysis of App Analytics and Expert App Reviews. JMIR Human Factors 2022;9(1):e30766 View
  186. Goldberg S, Lam S, Simonsson O, Torous J, Sun S, O’Dea B. Mobile phone-based interventions for mental health: A systematic meta-review of 14 meta-analyses of randomized controlled trials. PLOS Digital Health 2022;1(1):e0000002 View
  187. Bear H, Ayala Nunes L, DeJesus J, Liverpool S, Moltrecht B, Neelakantan L, Harriss E, Watkins E, Fazel M. Determination of Markers of Successful Implementation of Mental Health Apps for Young People: Systematic Review. Journal of Medical Internet Research 2022;24(11):e40347 View
  188. Goldberg S. A common factors perspective on mindfulness-based interventions. Nature Reviews Psychology 2022;1(10):605 View
  189. Beatty C, Malik T, Meheli S, Sinha C. Evaluating the Therapeutic Alliance With a Free-Text CBT Conversational Agent (Wysa): A Mixed-Methods Study. Frontiers in Digital Health 2022;4 View
  190. McLean C, Davis C, Miller M, Ruzek J, Neri E. The Effects of an Exposure-Based Mobile App on Symptoms of Posttraumatic Stress Disorder in Veterans: Pilot Randomized Controlled Trial. JMIR mHealth and uHealth 2022;10(11):e38951 View
  191. Goldberg S, Baldwin S, Riordan K, Torous J, Dahl C, Davidson R, Hirshberg M. Alliance With an Unguided Smartphone App: Validation of the Digital Working Alliance Inventory. Assessment 2022;29(6):1331 View
  192. Eis S, Solà-Morales O, Duarte-Díaz A, Vidal-Alaball J, Perestelo-Pérez L, Robles N, Carrion C. Mobile Applications in Mood Disorders and Mental Health: Systematic Search in Apple App Store and Google Play Store and Review of the Literature. International Journal of Environmental Research and Public Health 2022;19(4):2186 View
  193. Iglesias M, Sinha C, Vempati R, Grace S, Roy M, Chapman W, Rinaldi M. Evaluating a Digital Mental Health Intervention (Wysa) for Workers’ Compensation Claimants. Journal of Occupational & Environmental Medicine 2023;65(2):e93 View
  194. Antunes E, Alcaire R, Amaral I. Wellbeing and (Mental) Health: A Quantitative Exploration of Portuguese Young Adults’ Uses of M-Apps from a Gender Perspective. Social Sciences 2022;12(1):3 View
  195. Meegahapola L, Droz W, Kun P, de Götzen A, Nutakki C, Diwakar S, Correa S, Song D, Xu H, Bidoglia M, Gaskell G, Chagnaa A, Ganbold A, Zundui T, Caprini C, Miorandi D, Hume A, Zarza J, Cernuzzi L, Bison I, Britez M, Busso M, Chenu-Abente R, Günel C, Giunchiglia F, Schelenz L, Gatica-Perez D. Generalization and Personalization of Mobile Sensing-Based Mood Inference Models. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2022;6(4):1 View
  196. Smith I, Wellecke C, Weihs K, Bei B, Wiley J. Piloting CanCope: An internet‐delivered transdiagnostic intervention to improve mental health in cancer survivors. Psycho-Oncology 2022;31(1):107 View
  197. Guinart D, Sobolev M, Patil B, Walsh M, Kane J. A Digital Intervention Using Daily Financial Incentives to Increase Medication Adherence in Severe Mental Illness: Single-Arm Longitudinal Pilot Study. JMIR Mental Health 2022;9(10):e37184 View
  198. Mosher Henke R. Knowing Well, Being Well: well-being born of understanding: Shifts in Health Behaviors Amid the COVID-19 Pandemic. American Journal of Health Promotion 2021;35(8):1162 View
  199. Hallenbeck H, Jaworski B, Wielgosz J, Kuhn E, Ramsey K, Taylor K, Juhasz K, McGee-Vincent P, Mackintosh M, Owen J. PTSD Coach Version 3.1: A Closer Look at the Reach, Use, and Potential Impact of This Updated Mobile Health App in the General Public. JMIR Mental Health 2022;9(3):e34744 View
  200. Prochaska J, Vogel E, Chieng A, Baiocchi M, Pajarito S, Pirner M, Darcy A, Robinson A. A relational agent for treating substance use in adults: Protocol for a randomized controlled trial with a psychoeducational comparator. Contemporary Clinical Trials 2023;127:107125 View
  201. Booth F, Potts C, Bond R, Mulvenna M, Kostenius C, Dhanapala I, Vakaloudis A, Cahill B, Kuosmanen L, Ennis E. A Mental Health and Well-Being Chatbot: User Event Log Analysis. JMIR mHealth and uHealth 2023;11:e43052 View
  202. Lu F, Wang X, Huang X. Counseling for Health: How Psychological Distance Influences Continuance Intention towards Mobile Medical Consultation. International Journal of Environmental Research and Public Health 2023;20(3):1718 View
  203. Baumel A, Tamir S. Different Intervention Targets of Supporting Oneself or Supporting A Loved-One Impact Intention to Use Psychotherapy Versus Digital Mental Health: A Randomized Pilot Study. Journal of Technology in Human Services 2022;40(3):278 View
  204. Taylor K, Bradley J, Cella M. A novel smartphone‐based intervention targeting sleep difficulties in individuals experiencing psychosis: A feasibility and acceptability evaluation. Psychology and Psychotherapy: Theory, Research and Practice 2022;95(3):717 View
  205. Koumpouros Y. User-Centric Design Methodology for mHealth Apps: The PainApp Paradigm for Chronic Pain. Technologies 2022;10(1):25 View
  206. Conley C, Raposa E, Bartolotta K, Broner S, Hareli M, Forbes N, Christensen K, Assink M. The Impact of Mobile Technology-Delivered Interventions on Youth Well-being: Systematic Review and 3-Level Meta-analysis. JMIR Mental Health 2022;9(7):e34254 View
  207. Militello L, Sobolev M, Okeke F, Adler D, Nahum-Shani I. Digital Prompts to Increase Engagement With the Headspace App and for Stress Regulation Among Parents: Feasibility Study. JMIR Formative Research 2022;6(3):e30606 View
  208. O'Daffer A, Colt S, Wasil A, Lau N. Efficacy and Conflicts of Interest in Randomized Controlled Trials Evaluating Headspace and Calm Apps: Systematic Review. JMIR Mental Health 2022;9(9):e40924 View
  209. Stanger S, Lucas S. Using Indirect Service-Learning to Promote Evidence-Based Digital Mental Health Tools on College Campuses. Teaching of Psychology 2024;51(2):240 View
  210. Bernstein E, Weingarden H, Wolfe E, Hall M, 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 View
  211. Lebel J, Flores-Tremblay T, Binet É, Ouellet M, Belleville G. Données d’utilisation d’un autotraitement guidé en ligne pour promouvoir la résilience après une catastrophe naturelle. Santé mentale au Québec 2021;46(1):203 View
  212. McCallum M, Ho A, Mitchell E, May C, 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 View
  213. Prochaska J, Vogel E, Chieng A, Baiocchi M, Maglalang D, Pajarito S, Weingardt K, Darcy A, Robinson A. A randomized controlled trial of a therapeutic relational agent for reducing substance misuse during the COVID-19 pandemic. Drug and Alcohol Dependence 2021;227:108986 View
  214. Garrido S, Oliver E, Chmiel A, Doran B, Boydell K. Encouraging help-seeking and engagement in a mental health app: What young people want. Frontiers in Digital Health 2022;4 View
  215. Hartley M, Dorstyn D, Due C. Challenges encountered with a mindfulness app: Lessons learnt from a pilot randomized trial involving caregivers and individuals with autism. Research in Autism Spectrum Disorders 2022;96:101991 View
  216. Melcher J, Patel S, Scheuer L, Hays R, Torous J. Assessing engagement features in an observational study of mental health apps in college students. Psychiatry Research 2022;310:114470 View
  217. 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
  218. Shih C, Pudipeddi R, Uthayakumar A, Washington P. Authors’ Response to Peer Reviews of “A Local Community-Based Social Network for Mental Health and Well-being (Quokka): Exploratory Feasibility Study”. JMIRx Med 2021;2(4):e33199 View
  219. Potts C, Lindström F, Bond R, Mulvenna M, Booth F, Ennis E, Parding K, Kostenius C, Broderick T, Boyd K, Vartiainen A, Nieminen H, Burns C, Bickerdike A, Kuosmanen L, Dhanapala I, Vakaloudis A, Cahill B, MacInnes M, Malcolm M, O'Neill S. A Multilingual Digital Mental Health and Well-Being Chatbot (ChatPal): Pre-Post Multicenter Intervention Study. Journal of Medical Internet Research 2023;25:e43051 View
  220. Moghimi E, Knyahnytska Y, Omrani M, Nikjoo N, Stephenson C, Layzell G, Frederic Simpson A, Alavi N. Benefits of Digital Mental Health Care Interventions for Correctional Workers and Other Public Safety Personnel: A Narrative Review. Frontiers in Psychiatry 2022;13 View
  221. Economides M, Bolton H, Male R, Cavanagh K. Feasibility and Preliminary Efficacy of Web-Based and Mobile Interventions for Common Mental Health Problems in Working Adults: Multi-Arm Randomized Pilot Trial. JMIR Formative Research 2022;6(3):e34032 View
  222. Szinay D, Perski O, Jones A, Chadborn T, Brown J, Naughton F. Perceptions of Factors Influencing Engagement With Health and Well-being Apps in the United Kingdom: Qualitative Interview Study. JMIR mHealth and uHealth 2021;9(12):e29098 View
  223. Wray T, Chan P, Kahler C. Game Plan, a Web-Based Intervention to Improve Adherence and Persistence to HIV Pre-exposure Prophylaxis and Reduce Heavy Drinking in Gay, Bisexual, and Other Men Who Have Sex With Men: Usability and User Experience Testing. JMIR Formative Research 2021;5(11):e31843 View
  224. Steubl L, Reimann J, Simon L, Terhorst Y, Stach M, Baumeister H, Sander L, Messner E. A systematic quality rating of available mobile health apps for borderline personality disorder. Borderline Personality Disorder and Emotion Dysregulation 2022;9(1) View
  225. Idrees A, Kraft R, Pryss R, Reichert M, Baumeister H. Literature-based requirements analysis review of persuasive systems design for mental health applications. Procedia Computer Science 2021;191:143 View
  226. Ditton E, Knott B, Hodyl N, Horton G, Walker F, Nilsson M. Medical Student Experiences of Engaging in a Psychological Flexibility Skill Training App for Burnout and Well-being: Pilot Feasibility Study. JMIR Formative Research 2023;7:e43263 View
  227. Kubzansky L, Kim E, Boehm J, Davidson R, Huffman J, Loucks E, Lyubomirsky S, Picard R, Schueller S, Trudel-Fitzgerald C, VanderWeele T, Warran K, Yeager D, Yeh C, Moskowitz J. Interventions to Modify Psychological Well-Being: Progress, Promises, and an Agenda for Future Research. Affective Science 2023;4(1):174 View
  228. Shkel J, Green G, Le S, Kaveladze B, Marcotte V, Rushton K, Nguyen T, Schueller S. Understanding Users’ Experiences of a Novel Web-Based Cognitive Behavioral Therapy Platform for Depression and Anxiety: Qualitative Interviews From Pilot Trial Participants. JMIR Formative Research 2023;7:e46062 View
  229. Vereschagin M, Wang A, Leung C, Richardson C, Hudec K, Doan Q, Virk P, Halli P, Wojcik K, Munro L, Chai B, Mori T, Sha M, Mittertreiner E, Farkouh A, Sigamany D, Vigo D. Co-developing tools to support student mental health and substance use: Minder app development from conceptualization to realization. Journal of Behavioral and Cognitive Therapy 2023;33(1):35 View
  230. Kazi F, Sandbulte J. Examining a social-based system with personalized recommendations to promote mental health for college students. Smart Health 2023;28:100385 View
  231. May C, Cox‐Martin M, Ho A, McCallum M, Chan C, Blessing K, Behr H, Blanco P, Mitchell E, Michaelides A. Weight loss maintenance after a digital commercial behavior change program (Noom Weight): Observational cross‐sectional survey study. Obesity Science & Practice 2023;9(5):443 View
  232. Kopka M, Camacho E, Kwon S, Torous J, Pani D. Exploring how informed mental health app selection may impact user engagement and satisfaction. PLOS Digital Health 2023;2(3):e0000219 View
  233. Huffman L, Lawrence-Sidebottom D, Huberty J, Roots M, Roots K, Parikh A, Guerra R, Weiser J. Using Digital Measurement–Based Care for the Treatment of Anxiety and Depression in Children and Adolescents: Observational Retrospective Analysis of Bend Health Data. JMIR Pediatrics and Parenting 2023;6:e46154 View
  234. Lam S, Xie Q, Goldberg S. Situating Meditation Apps Within the Ecosystem of Meditation Practice: Population-Based Survey Study. JMIR Mental Health 2023;10:e43565 View
  235. Borghouts J, Pretorius C, Ayobi A, Abdullah S, Eikey E. Editorial: Factors influencing user engagement with digital mental health interventions. Frontiers in Digital Health 2023;5 View
  236. Mair J, Castro O, Salamanca-Sanabria A, Frese B, von Wangenheim F, Tai E, Kowatsch T, Müller-Riemenschneider F. Exploring the potential of mobile health interventions to address behavioural risk factors for the prevention of non-communicable diseases in Asian populations: a qualitative study. BMC Public Health 2023;23(1) View
  237. Sobolev M, Anand A, Dziak J, Potter L, Lam C, Wetter D, Nahum-Shani I. Time-varying model of engagement with digital self reporting: Evidence from smoking cessation longitudinal studies. Frontiers in Digital Health 2023;5 View
  238. Stecher C, Cloonan S, Linnemayr S, Huberty J. Combining Behavioral Economics–Based Incentives With the Anchoring Strategy: Protocol for a Randomized Controlled Trial. JMIR Research Protocols 2023;12:e39930 View
  239. Galante J, Grabovac A, Wright M, Ingram D, Van Dam N, Sanguinetti J, Sparby T, van Lutterveld R, Sacchet M. A Framework for the Empirical Investigation of Mindfulness Meditative Development. Mindfulness 2023;14(5):1054 View
  240. Zeng Z, Peng J, Liu L, Gong W. Translating Research Evidence Into Marketplace Application: Cohort Study of Internet-Based Intervention Platforms for Perinatal Depression. Journal of Medical Internet Research 2023;25:e42777 View
  241. Zech J, Johnson M, Pullmann M, Hull T, Althoff T, Munson S, Fridling N, Litvin B, Wu J, Areán P. An Integrative Engagement Model of Digital Psychotherapy: Exploratory Focus Group Findings. JMIR Formative Research 2023;7:e41428 View
  242. Jiwani Z, Tatar R, Dahl C, Wilson-Mendenhall C, Hirshberg M, Davidson R, Goldberg S. Examining equity in access and utilization of a freely available meditation app. npj Mental Health Research 2023;2(1) View
  243. Collier A, Hagemann S, Trinidad S, Vigil-Hayes M. Human-to-Computer Interactivity Features Incorporated Into Behavioral Health mHealth Apps: Systematic Search. JMIR Formative Research 2023;7:e44926 View
  244. Graber-Stiehl I. Is the world ready for ChatGPT therapists?. Nature 2023;617(7959):22 View
  245. Smith A, Ahuvia I, Ito S, Schleider J. Project Body Neutrality: Piloting a digital single‐session intervention for adolescent body image and depression. International Journal of Eating Disorders 2023;56(8):1554 View
  246. Youn S, Jaso B, Eyllon M, Sah P, Hoyler G, Barnes J, Jarama K, Murillo L, O’Dea H, Orth L, Pennine M, Rogers E, Welch G, Nordberg S. Leveraging Implementation Science to Integrate Digital Mental Health Interventions as part of Routine Care in a Practice Research Network. Administration and Policy in Mental Health and Mental Health Services Research 2024;51(3):348 View
  247. Bravata D, Kim J, Russell D, Goldman R, Pace E. Digitally Enabled Peer Support Intervention to Address Loneliness and Mental Health: Prospective Cohort Analysis. JMIR Formative Research 2023;7:e48864 View
  248. Forbes A, Keleher M, 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 View
  249. Lipschitz J, Pike C, Hogan T, Murphy S, Burdick K. The Engagement Problem: a Review of Engagement with Digital Mental Health Interventions and Recommendations for a Path Forward. Current Treatment Options in Psychiatry 2023;10(3):119 View
  250. Buelens F, Luyten P, Claeys H, Van Assche E, Van Daele T. Usage of unguided, guided, and blended care for depression offered in routine clinical care: Lessons learned. Internet Interventions 2023;34:100670 View
  251. Cohen D, Boyer B, Stevens L, McCormick K, Morpeth E, Caporale-Berkowitz N, Brownson C, Strakowski S. Do Mobile Mental Health Applications Increase Access to University Mental Health Supports? Lessons Learned During the COVID-19 Pandemic. Journal of Technology in Human Services 2023;41(4):259 View
  252. Yang Toh S, Lee S, Kosasih F, Lim J, Sündermann O. Preliminary effectiveness of an evidence-based mobile application to promote resilience among working adults in Singapore and Hong Kong: Intensive longitudinal study. DIGITAL HEALTH 2023;9:205520762311786 View
  253. White K, Carr E, Leightley D, Matcham F, Conde P, Ranjan Y, Simblett S, Dawe-Lane E, Williams L, Henderson C, Hotopf M. Engagement With a Remote Symptom-Tracking Platform Among Participants With Major Depressive Disorder: Randomized Controlled Trial. JMIR mHealth and uHealth 2024;12:e44214 View
  254. Pratt E, Hall L, Jennings C, Olsen M, Jan A, Parish A, Porter L, Cox C. Mobile Mindfulness for Psychological Distress and Burnout among Frontline COVID-19 Nurses: A Pilot Randomized Trial. Annals of the American Thoracic Society 2023;20(10):1475 View
  255. Bell I, Eisner E, Allan S, Cartner S, Torous J, Bucci S, Thomas N. Methodological Characteristics and Feasibility of Ecological Momentary Assessment Studies in Psychosis: a Systematic Review and Meta-Analysis. Schizophrenia Bulletin 2024;50(2):238 View
  256. Moggia D, Lutz W, Kazantzis N, Schwartz B, Bakker D. Symptom Reduction and Engagement in a Cognitive-Behavioral Mobile Phone App: A Study of User Profiling to Determine Prognostic Indicators. Behavior Therapy 2023 View
  257. Linardon J. Rates of attrition and engagement in randomized controlled trials of mindfulness apps: Systematic review and meta-analysis. Behaviour Research and Therapy 2023;170:104421 View
  258. Osborne E, Ainsworth B, Hooper N, Atkinson M. Experiences of Using Digital Mindfulness-Based Interventions: Rapid Scoping Review and Thematic Synthesis. Journal of Medical Internet Research 2023;25:e44220 View
  259. Carvalho L, Haas L, Zeni G, Victor M, Techele S, Marrone Castanho J, Meneghetti Coimbra I, de Freitas de Sousa A, Ceretta N, Garrudo A, Grevet E, Rohde L. Evaluation of the effectiveness of the FOCUS ADHD App in monitoring adults with attention-deficit/hyperactivity disorder. European Psychiatry 2023;66(1) View
  260. Stecher C, Pagni B, Cloonan S, Vink S, Hill E, Ogbeama D, Delaney S, Braden B. App-based meditation habits maintain reductions in depression symptoms among autistic adults. Autism 2023 View
  261. Kulikov V, Crosthwaite P, Hall S, Flannery J, Strauss G, Vierra E, Koepsell X, Lake J, Padmanabhan A. A CBT-based mobile intervention as an adjunct treatment for adolescents with symptoms of depression: a virtual randomized controlled feasibility trial. Frontiers in Digital Health 2023;5 View
  262. Chan G, Alslaity A, Wilson R, Orji R. Feeling Moodie: Insights from a Usability Evaluation to Improve the Design of mHealth Apps. International Journal of Human–Computer Interaction 2023:1 View
  263. Chang S, Alon N, Torous J. An exploratory analysis of the effect size of the mobile mental health Application, mindLAMP. DIGITAL HEALTH 2023;9 View
  264. Gustafson D, Landucci G, Vjorn O, Gicquelais R, Goldberg S, Johnston D, Curtin J, Bailey G, Shah D, Pe-Romashko K, Gustafson D. Effects of Bundling Medication for Opioid Use Disorder With an mHealth Intervention Targeting Addiction: A Randomized Clinical Trial. American Journal of Psychiatry 2024;181(2):115 View
  265. Saad F, Eisenstadt M, Liverpool S, Carlsson C, Vainieri I. Self-Guided Mental Health Apps Targeting Racial and Ethnic Minority Groups: Scoping Review. JMIR Mental Health 2023;10:e48991 View
  266. Hopman K, Richards D, Norberg M. A Digital Coach to Promote Emotion Regulation Skills. Multimodal Technologies and Interaction 2023;7(6):57 View
  267. Hamlin M, Holmén J, Wentz E, Aiff H, Ali L, Steingrimsson S. Patient Experience of Digitalized Follow-up of Antidepressant Treatment in Psychiatric Outpatient Care: Qualitative Analysis. JMIR Mental Health 2023;10:e48843 View
  268. Williams A, 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 View
  269. Lu F, Wang X, Li S, Zhao Q. How Mobile Health Livingstreaming Engages the Consumer-Insights from a Dual-Process Model. Sustainability 2023;15(10):8097 View
  270. Kornfield R, Stamatis C, Bhattacharjee A, Pang B, Nguyen T, Williams J, Kumar H, Popowski S, Beltzer M, Karr C, Reddy M, Mohr D, Meyerhoff J. A text messaging intervention to support the mental health of young adults: User engagement and feedback from a field trial of an intervention prototype. Internet Interventions 2023;34:100667 View
  271. Kadirvelu B, Bellido Bel T, Wu X, Burmester V, Ananth S, Cabral C C Branco B, Girela-Serrano B, Gledhill J, Di Simplicio M, Nicholls D, Faisal A. Mindcraft, a Mobile Mental Health Monitoring Platform for Children and Young People: Development and Acceptability Pilot Study. JMIR Formative Research 2023;7:e44877 View
  272. Haaf R, Machleid F, Köhler S. Überblick über Digitale Gesundheitsanwendungen mit Fokus Depression. Nervenheilkunde 2023;42(07/08):430 View
  273. Mansour M, Busschers W, Crone M, van Asselt K, van Weert H, Chavannes N, Meijer E. Use of the Smoking Cessation App Ex-Smokers iCoach and Associations With Smoking-Related Outcomes Over Time in a Large Sample of European Smokers: Retrospective Observational Study. Journal of Medical Internet Research 2023;25:e45223 View
  274. Durden E, Pirner M, Rapoport S, Williams A, Robinson A, Forman-Hoffman V. Changes in stress, burnout, and resilience associated with an 8-week intervention with relational agent “Woebot”. Internet Interventions 2023;33:100637 View
  275. Pigeon W, Bishop T, Bossarte R, Schueller S, Kessler R. A two-phase, prescriptive comparative effectiveness study to optimize the treatment of co-occurring insomnia and depression with digital interventions. Contemporary Clinical Trials 2023;132:107306 View
  276. Huffman L, Lawrence-Sidebottom D, Huberty J, Beatty C, Roots M, Roots K, Parikh A, Guerra R. Satisfaction, Perceived Usefulness, and Therapeutic Alliance as Correlates of Participant Engagement in a Pediatric Digital Mental Health Intervention: Cross-Sectional Questionnaire Study. JMIR Formative Research 2023;7:e49384 View
  277. Bond R, Mulvenna M, Potts C, O’Neill S, Ennis E, Torous J. Digital transformation of mental health services. npj Mental Health Research 2023;2(1) View
  278. Goldberg S, Jiwani Z, Bolt D, Riordan K, Davidson R, Hirshberg M. Evidence for Bidirectional, Cross-Lagged Associations Between Alliance and Psychological Distress in an Unguided Mobile-Health Intervention. Clinical Psychological Science 2023 View
  279. Goetz G, Jeindl R, Panteli D, Busse R, Wild C. Digital Health Applications (DiHA): Approaches to develop a reimbursement process for the statutory health insurance in Austria. Health Policy and Technology 2023;12(3):100780 View
  280. Maechling C, Yrondi A, Cambon A. Mobile health in the specific management of first-episode psychosis: a systematic literature review. Frontiers in Psychiatry 2023;14 View
  281. Terhorst Y, Weilbacher N, Suda C, Simon L, Messner E, Sander L, Baumeister H. Acceptance of smart sensing: a barrier to implementation—results from a randomized controlled trial. Frontiers in Digital Health 2023;5 View
  282. Murray A, Speyer L, Thye M, Stewart T, Obsuth I, Kane J, Whyte K, Devaney J, Rohde L, Ushakova A, Rhodes S. Illuminating the daily life experiences of adolescents with and without ADHD: protocol for an ecological momentary assessment study. BMJ Open 2023;13(9):e077222 View
  283. Sanchez-Ortuno M, Pecune F, Coelho J, Micoulaud-Franchi J, Salles N, Auriacombe M, Serre F, Levavasseur Y, de Sevin E, Sagaspe P, Philip P. Predictors of users’ adherence to a fully automated digital intervention to manage insomnia complaints. Journal of the American Medical Informatics Association 2023;30(12):1934 View
  284. Milne-Ives M, Homer S, Andrade J, Meinert E. Potential associations between behavior change techniques and engagement with mobile health apps: a systematic review. Frontiers in Psychology 2023;14 View
  285. Hoffman V, Flom M, Mariano T, Chiauzzi E, Williams A, Kirvin-Quamme A, Pajarito S, Durden E, Perski O. User Engagement Clusters of an 8-Week Digital Mental Health Intervention Guided by a Relational Agent (Woebot): Exploratory Study. Journal of Medical Internet Research 2023;25:e47198 View
  286. Schafer M, Lachman J, Gardner F, Zinser P, Calderon F, Han Q, Facciola C, Clements L. Integrating intimate partner violence prevention content into a digital parenting chatbot intervention during COVID-19: Intervention development and remote data collection. BMC Public Health 2023;23(1) View
  287. Pahwa M, McElroy S, Priesmeyer R, Siegel G, Siegel P, Nuss S, Bowden C, El‐Mallakh R. KIOS: A smartphone app for self‐monitoring for patients with bipolar disorder. Bipolar Disorders 2023 View
  288. White J, Salem M, Toussaert S, Westmaas J, Raiff B, Crane D, Warrender E, Lyles C, Abroms L, Thrul J. Developing a Game (Inner Dragon) Within a Leading Smartphone App for Smoking Cessation: Design and Feasibility Evaluation Study. JMIR Serious Games 2023;11:e46602 View
  289. Oba T, Takano K, Katahira K, Kimura K. Use Patterns of Smartphone Apps and Wearable Devices Supporting Physical Activity and Exercise: Large-Scale Cross-Sectional Survey. JMIR mHealth and uHealth 2023;11:e49148 View
  290. Pine R, Mbinta J, Te Morenga L, Fleming T. A Novel Casual Video Game With Simple Mental Health and Well-Being Concepts (Match Emoji): Mixed Methods Feasibility Study. JMIR Serious Games 2024;12:e46697 View
  291. Baumel A, Brandes O, Brendryen H, Muench F, Kane J, Saar C. The impact of therapeutic persuasiveness on engagement and outcomes in unguided interventions: A randomized pilot trial of a digital parent training program for child behavior problems. Internet Interventions 2023;34:100680 View
  292. Aschbacher K, Rivera L, Hornstein S, Nelson B, Forman-Hoffman V, Peiper N. Longitudinal Patterns of Engagement and Clinical Outcomes: Results From a Therapist-Supported Digital Mental Health Intervention. Psychosomatic Medicine 2023;85(7):651 View
  293. Roesler A, Butten K, Calyx C, Holmes-Truscott E, Taylor P. Use and Preferences of Health Apps among Women and Healthcare Professionals Regarding GDM Postpartum Care Related to Diet, Physical Activity, and Weight Management: A Cross-Sectional Survey. Nutrients 2023;15(15):3304 View
  294. Lo B, Shin H, Kemp J, Munnery M, Chen S, Ma C, Jankowicz D, Mehta R, Harris A, Sakal M, Pundit R, Chung K, Kuziemsky C, Rossetti S, Strudwick G. Shifting Mindsets: The Impact of a Patient Portal on Functioning and Recovery in a Mental Health Setting. The Canadian Journal of Psychiatry 2024;69(3):217 View
  295. Vial S, Boudhraâ S, Dumont M, Tremblay M, Riendeau S. Developing A Mobile App With a Human-Centered Design Lens to Improve Access to Mental Health Care (Mentallys Project): Protocol for an Initial Co-Design Process. JMIR Research Protocols 2023;12:e47220 View
  296. Persson D, Zhukouskaya K, Wegener A, Jørgensen L, Bardram J, Bækgaard P. Exploring Patient Needs and Designing Concepts for Digitally Supported Health Solutions in Managing Type 2 Diabetes: Cocreation Study. JMIR Formative Research 2023;7:e49738 View
  297. Meyerhoff J, Beltzer M, Popowski S, Karr C, Nguyen T, Williams J, Krause C, Kumar H, Bhattacharjee A, Mohr D, Kornfield R. Small Steps over time: A longitudinal usability test of an automated interactive text messaging intervention to support self-management of depression and anxiety symptoms. Journal of Affective Disorders 2024;345:122 View
  298. Peake E, Miller I, Flannery J, Chen L, Lake J, Padmanabhan A. Preliminary Efficacy of a Digital Intervention for Adolescent Depression: A Randomized Clinical Trial (Preprint). Journal of Medical Internet Research 2023 View
  299. Teepe G, Lukic Y, Kleim B, Jacobson N, Schneider F, Santhanam P, Fleisch E, Kowatsch T. Development of a digital biomarker and intervention for subclinical depression: study protocol for a longitudinal waitlist control study. BMC Psychology 2023;11(1) View
  300. Laure T, Engels R, Remmerswaal D, Spruijt-Metz D, Konigorski S, Boffo M. Optimization of a Transdiagnostic Mobile Emotion Regulation Intervention for University Students: Protocol for a Microrandomized Trial. JMIR Research Protocols 2023;12:e46603 View
  301. Watt M, Hyde A, Spence J, Wright G, Vander Well S, Johnson E, Mason A, McLeod M, Tandon P. The feasibility and acceptability of an online mind-body wellness program for patients with primary biliary cholangitis. Canadian Liver Journal 2023;6(3):314 View
  302. Le Jeannic A, Turmaine K, Gandré C, Vinet M, Michel M, Chevreul K. Defining the Characteristics of an e-Health Tool for Suicide Primary Prevention in the General Population: The StopBlues Case in France. International Journal of Environmental Research and Public Health 2023;20(12):6096 View
  303. 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 View
  304. Siezenga A, Mertens E, van Gelder J. A look under the hood: analyzing engagement and usage data of a smartphone-based intervention. BMC Digital Health 2023;1(1) View
  305. Khan W, Jebanesan B, Ahmed S, Trimmer C, Agic B, Safa F, Ashraf A, Tuck A, Kavic K, Wadhawan S, Abbott M, Husain O, Husain I, Akhter Hamid M, McKenzie K, Quintana Y, Naeem F. Stakeholders' views and opinions on existing guidelines on “How to Choose Mental Health Apps”. Frontiers in Public Health 2023;11 View
  306. Pozuelo J, Moffett B, Davis M, Stein A, Cohen H, Craske M, Maritze M, Makhubela P, Nabulumba C, Sikoti D, Kahn K, Sodi T, van Heerden A, O’Mahen H. User-Centered Design of a Gamified Mental Health App for Adolescents in Sub-Saharan Africa: Multicycle Usability Testing Study. JMIR Formative Research 2023;7:e51423 View
  307. Porras-Segovia A, De Granda-Beltrán A, Gallardo C, Abascal-Peiró S, Barrigón M, Artés-Rodríguez A, López-Castroman J, Courtet P, Baca-García E. Smartphone-based safety plan for suicidal crisis: The SmartCrisis 2.0 pilot study. Journal of Psychiatric Research 2024;169:284 View
  308. Jardine J, Nadal C, Robinson S, Enrique A, Hanratty M, Doherty G. Between Rhetoric and Reality: Real-world Barriers to Uptake and Early Engagement in Digital Mental Health Interventions. ACM Transactions on Computer-Human Interaction 2023 View
  309. Miller M, Davis C, McLean C. Perceptions and Experiences of Renew: an Exposure-Based Mobile App for Posttraumatic Stress. Journal of Technology in Behavioral Science 2023 View
  310. François J, Audrain-Pontevia A, Boudhraâ S, Vial S. Assessing the Influence of Patient Empowerment Gained Through Mental Health Apps on Patient Trust in the Health Care Provider and Patient Compliance With the Recommended Treatment: Cross-sectional Study. Journal of Medical Internet Research 2024;26:e48182 View
  311. Schueller S, Wasil A, Bunyi J, DeRubeis R, Weisz J. Mental Health Apps for Children and Adolescents: A Clinician-Friendly Review. Journal of the American Academy of Child & Adolescent Psychiatry 2024;63(4):389 View
  312. Clement A, Ravet M, Stanger C, Gabrielli J. Feasibility, usability, and acceptability of MobileCoach-Teen: A smartphone app-based preventative intervention for risky adolescent drinking behavior. Journal of Substance Use and Addiction Treatment 2024;159:209275 View
  313. Camacho E, Chang S, Currey D, Torous J. The impact of guided versus supportive coaching on mental health app engagement and clinical outcomes. Health Informatics Journal 2023;29(4) View
  314. Fitterman-Harris H, Davis G, Bedard S, Cusack C, Levinson C. Digital Mental Health Interventions: Differences in Diet Culture Intervention Framing. International Journal of Environmental Research and Public Health 2023;21(1):24 View
  315. Guest P, Vasilevska V, Al-Hamadi A, Eder J, Falkai P, Steiner J. Digital technology and mental health during the COVID-19 pandemic: a narrative review with a focus on depression, anxiety, stress, and trauma. Frontiers in Psychiatry 2023;14 View
  316. Kalman J, Burkhardt G, Samochowiec J, Gebhard C, Dom G, John M, Kilic O, Kurimay T, Lien L, Schouler-Ocak M, Vidal D, Wiser J, Gaebel W, Volpe U, Falkai P. Digitalising mental health care: Practical recommendations from the European Psychiatric Association. European Psychiatry 2024;67(1) View
  317. Pomey M, Pelaez S, Le Roux E, Demers‐Payette O, Sirois M, Lochhead L, Ganache I, Normandin L, L'Espérance A, de Guise M. How to mobilise users' experiential knowledge in the evaluation of advanced technologies and practices in Quebec? The example of the permanent users' and relatives' panel. Health Expectations 2024;27(1) View
  318. Lukka L, Karhulahti V, Bergman V, Palva J. Measuring digital intervention user experience with a novel ecological momentary assessment (EMA) method, CORTO. Internet Interventions 2024;35:100706 View
  319. Deady M, Collins D, Glozier N, Gardiner E, Arena A, Gayed A, Bryant R, Calvo R, Harvey S. Naturalistic Evaluation of HeadGear: A Smartphone App to Reduce Depressive Symptoms in Workers. Behavior Therapy 2024 View
  320. Golden G, Popescu C, Israel S, Perlman K, Armstrong C, Fratila R, Tanguay-Sela M, Benrimoh D. Applying artificial intelligence to clinical decision support in mental health: What have we learned?. Health Policy and Technology 2024:100844 View
  321. Johnson E, Corrick S, Isley S, Vandermeer B, Dolgoy N, Bates J, Godfrey E, Soltys C, Muir C, Vohra S, Tandon P, Ayatollahi H. Mind-body internet and mobile-based interventions for depression and anxiety in adults with chronic physical conditions: A systematic review of RCTs. PLOS Digital Health 2024;3(1):e0000435 View
  322. Vanderkruik R, Ferguson C, Kobylski L, Locascio J, Hamlett G, Killenberg P, Lewis R, Jones N, Rossa E, Dineen H, Picard R, Cohen L. Testing a Behavioral Activation Gaming App for Depression During Pregnancy: Multimethod Pilot Study. JMIR Formative Research 2024;8:e44029 View
  323. Funnell E, Spadaro B, Martin-Key N, Benacek J, Bahn S. Perception of apps for mental health assessment with recommendations for future design: a UK semi-structured interview study (Preprint). JMIR Formative Research 2023 View
  324. Lim C, Fuchs C, Torous J. Integrated Digital Mental Health Care: A Vision for Addressing Population Mental Health Needs. International Journal of General Medicine 2024;Volume 17:359 View
  325. Schroeder T, Seaman K, Nguyen A, Siette J, Gewald H, Georgiou A. What would it take to improve the uptake and utilisation of mHealth applications among older Australians? A qualitative study. Australian Health Review 2024;48(1):28 View
  326. Krisher L, Boeldt D, Sigmon C, Rimel S, Newman L. Pragmatic Approach to the Assessment and Use of Digital Mental Health Interventions for Health Workers. American Journal of Public Health 2024;114(S2):171 View
  327. Severo M, Calvio A, Guillen V. The effectiveness of psychological interventions delivered online on the mental health of university students: New challenges for psychological sciences. RIVISTA DI PSICOLOGIA CLINICA 2024;(2):48 View
  328. Shinn E, Garden A, Peterson S, Leupi D, Chen M, Blau R, Becerra L, Rafeedi T, Ramirez J, Rodriquez D, VanFossen F, Zehner S, Mercier P, Wang J, Hutcheson K, Hanna E, Lipomi D. Iterative Patient Testing of a Stimuli-Responsive Swallowing Activity Sensor to Promote Extended User Engagement During the First Year After Radiation: Multiphase Remote and In-Person Observational Cohort Study. JMIR Cancer 2024;10:e47359 View
  329. Milne-Ives M, Homer S, Andrade J, Meinert E. The conceptualisation and measurement of engagement in digital health. Internet Interventions 2024;36:100735 View
  330. Macrynikola N, Mir Z, Gopal T, Rodriguez E, Li S, Cox M, Yeh G, Torous J. The impact of mindfulness apps on psychological processes of change: a systematic review. npj Mental Health Research 2024;3(1) View
  331. Milne-Ives M, Rahman E, Bradwell H, Baines R, Boey T, Potter A, Lawrence W, Helena van Velthoven M, Meinert E, Ayatollahi H. Barriers and facilitators to parents’ engagement with and perceived impact of a childhood obesity app: A mixed-methods study. PLOS Digital Health 2024;3(3):e0000481 View
  332. Vereschagin M, Wang A, Richardson C, Xie H, Munthali R, Hudec K, Leung C, Wojcik K, Munro L, Halli P, Kessler R, Vigo D. Effectiveness of the Minder Mobile Mental Health and Substance Use Intervention for University Students: Randomized Controlled Trial. Journal of Medical Internet Research 2024;26:e54287 View
  333. Stade E, Stirman S, Ungar L, Boland C, Schwartz H, Yaden D, Sedoc J, DeRubeis R, Willer R, Eichstaedt J. Large language models could change the future of behavioral healthcare: a proposal for responsible development and evaluation. npj Mental Health Research 2024;3(1) View
  334. Chen K, Lane E, Burns J, Macrynikola N, Chang S, Torous J. The Digital Navigator: Standardizing Human Technology Support in App-Integrated Clinical Care. Telemedicine and e-Health 2024 View
  335. Embaye J, de Wit M, Snoek F. A Self-Guided Web-Based App (MyDiaMate) for Enhancing Mental Health in Adults With Type 1 Diabetes: Insights From a Real-World Study in the Netherlands. JMIR Diabetes 2024;9:e52923 View
  336. Persson D, Bardram J, Bækgaard P. Perceptions and effectiveness of episodic future thinking as digital micro-interventions based on mobile health technology. DIGITAL HEALTH 2024;10 View
  337. de Azevedo Cardoso T, Kochhar S, Torous J, Morton E. Digital Tools to Facilitate the Detection and Treatment of Bipolar Disorder: Key Developments and Future Directions. JMIR Mental Health 2024;11:e58631 View
  338. Oesterle T, Hall-Flavin D, Bormann N, Loukianova L, Fipps D, Breitinger S, Gilliam W, Wu T, Correa da Costa S, Arndt S, Karpyak V. Therapeutic Content of Mobile Phone Applications for Substance Use Disorders: An Umbrella Review. Mayo Clinic Proceedings: Digital Health 2024;2(2):192 View
  339. Ramos G, Hernandez-Ramos R, Taylor M, Schueller S. State of the Science: Using Digital Mental Health Interventions to Extend the Impact of Psychological Services. Behavior Therapy 2024 View
  340. Wilhelm S, Bernstein E, Bentley K, Snorrason I, Hoeppner S, Klare D, Greenberg J, Weingarden H, McCoy T, Harrison O. Feasibility, Acceptability, and Preliminary Efficacy of a Smartphone App–Led Cognitive Behavioral Therapy for Depression Under Therapist Supervision: Open Trial. JMIR Mental Health 2024;11:e53998 View
  341. Alon N, Perret S, Cohen A, Partiquin M, LeMelle S, Boyd C, Aguilera J, Reat C, Hough E, Walsh J, Dwyer B, Hogan J, Smith A, Torous J. Digital Navigator Training to Increase Access to Mental Health Care in Community-Based Organizations. Psychiatric Services 2024 View
  342. Torous J, Smith K, Hardy A, Vinnikova A, Blease C, Milligan L, Hidalgo-Mazzei D, Lambe S, Marzano L, Uhlhaas P, Ostinelli E, Anmella G, Zangani C, Aronica R, Dwyer B, Cipriani A. Digital health interventions for schizophrenia: Setting standards for mental health. Schizophrenia Research 2024;267:392 View
  343. Hallford D, Austin D, Takano K, Yeow J, Rusanov D, Fuller-Tyszkiewicz M, Raes F. Improving usual care outcomes in major depression in youth by targeting memory specificity: A randomized controlled trial of adjunct computerized memory specificity training (c-MeST). Journal of Affective Disorders 2024;358:500 View
  344. Danese A, Martsenkovskyi D, Remberk B, Khalil M, Diggins E, Keiller E, Masood S, Awah I, Barbui C, Beer R, Calam R, Gagliato M, Jensen T, Kostova Z, Leckman J, Lewis S, Lorberg B, Myshakivska O, Pfeiffer E, Rosner R, Schleider J, Shenderovich Y, Skokauskas N, Tolan P, Caffo E, Sijbrandij M, Ougrin D, Leventhal B, Weisz J. Scoping Review: Digital Mental Health Interventions for Children and Adolescents Affected by War. Journal of the American Academy of Child & Adolescent Psychiatry 2024 View
  345. Ahmed S, Trimmer C, Khan W, Tuck A, Rodak T, Agic B, Kavic K, Wadhawan S, Abbott M, Husain M, Husain M, McKenzie K, Quintana Y, Naeem F. A mixed methods analysis of existing assessment and evaluation tools (AETs) for mental health applications. Frontiers in Public Health 2024;12 View

Books/Policy Documents

  1. Mason-Robbie V. Postdigital Humans. View
  2. Gamboa P, Quaresma C, Varandas R, Gamboa H. Technological Innovation for Applied AI Systems. View
  3. Kodama K. Mobile Health (mHealth). View
  4. Bogucki O, Tomer A, Sawchuk C. Comprehensive Clinical Psychology. View
  5. Harmon S, Gale H, Dermendzhiyska E. Interactive Storytelling. View
  6. Dawson R, Donevant S. Smartphone Apps for Health and Wellness. View
  7. Ingram W, Khanna R, Weston C. Mental Health Informatics. View
  8. Välimäki M, Hipp K. Advanced Practice in Mental Health Nursing. View
  9. Vial S, Boudhraâ S. Revolutions in Product Design for Healthcare. View
  10. Issom D. Sickle Cell Disease. View
  11. Gwilt I, Davis A, Mignone J, Smith R, Chua A. Augmented Reality Art. View
  12. Rathbone A, Cross D, Prescott J. Digital Innovations for Mental Health Support. View
  13. Sooradas S, Vatsa A, Negi A, Singh H, Mantri A, Khedkar S, Varshney R. Community Mental Health and Well-Being in the New Normal. View
  14. Melnyk B, Hoying J, Hsieh A. Workplace Wellness: From Resiliency to Suicide Prevention and Grief Management. View
  15. Volpe U, Elkholy H, Gargot T, Pinto da Costa M, Orsolini L. Tasman’s Psychiatry. View
  16. Williams L, Pinto M, Abrahim H, Bhattacharya A, Harrison T, Burton C, McIntyre J, Negi L, Hayes G. Human-Computer Interaction. View
  17. Das S, Lomax S, Rangel A. Artificial Intelligence in Healthcare and COVID-19. View
  18. Persson D, Yoo S, Bardram J, Skinner T, Bækgaard P. HCI International 2023 – Late Breaking Papers. View
  19. Meijer E, Mansour M. Digital Respiratory Healthcare. View