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

Mobile Health (mhealth) (2972) Anxiety and Stress Disorders (1072) Depression and Mood Disorders; Suicide Prevention (1384)

Published on in Vol 21, No 8 (2019): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/13609, first published .
Comparison of the Effects of Coaching and Receipt of App Recommendations on Depression, Anxiety, and Engagement in the IntelliCare Platform: Factorial Randomized Controlled Trial

Comparison of the Effects of Coaching and Receipt of App Recommendations on Depression, Anxiety, and Engagement in the IntelliCare Platform: Factorial Randomized Controlled Trial

Comparison of the Effects of Coaching and Receipt of App Recommendations on Depression, Anxiety, and Engagement in the IntelliCare Platform: Factorial Randomized Controlled Trial

Authors of this article:

David C Mohr1 Author Orcid Image ;   Stephen M Schueller2 Author Orcid Image ;   Kathryn Noth Tomasino3 Author Orcid Image ;   Susan M Kaiser1 Author Orcid Image ;   Nameyeh Alam1 Author Orcid Image ;   Chris Karr4 Author Orcid Image ;   Jessica L Vergara1 Author Orcid Image ;   Elizabeth L Gray5 Author Orcid Image ;   Mary J Kwasny5 Author Orcid Image ;   Emily G Lattie1 Author Orcid Image
Article Authors Cited by (72) Tweetations (46) Metrics

Journals

  1. 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
  2. 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
  3. Zhang R, Nicholas J, Knapp A, Graham A, Gray E, Kwasny M, Reddy M, Mohr D. Clinically Meaningful Use of Mental Health Apps and its Effects on Depression: Mixed Methods Study. Journal of Medical Internet Research 2019;21(12):e15644 View
  4. Wasil A, Venturo-Conerly K, Shingleton R, Weisz J. A review of popular smartphone apps for depression and anxiety: Assessing the inclusion of evidence-based content. Behaviour Research and Therapy 2019;123:103498 View
  5. 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
  6. Chow P. 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 View
  7. Orr L, Graham A, Mohr D, Greene C. 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 View
  8. Chow P, Showalter S, Gerber M, Kennedy E, Brenin D, Mohr D, Lattie E, Gupta A, Ocker G, Cohn W. Use of Mental Health Apps by Patients With Breast Cancer in the United States: Pilot Pre-Post Study. JMIR Cancer 2020;6(1):e16476 View
  9. Mohr D, Azocar F, Bertagnolli A, Choudhury T, Chrisp P, Frank R, Harbin H, Histon T, Kaysen D, Nebeker C, Richards D, Schueller S, Titov N, Torous J, Areán P. Banbury Forum Consensus Statement on the Path Forward for Digital Mental Health Treatment. Psychiatric Services 2021;72(6):677 View
  10. Ortiz R, Southwick L, Schneider R, Klinger E, Pelullo A, Guntuku S, Merchant R, Agarwal A. Improving Mood Through Community Connection and Resources Using an Interactive Digital Platform: Development and Usability Study. JMIR Mental Health 2021;8(2):e25834 View
  11. 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
  12. 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
  13. 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
  14. Meyerhoff J, Haldar S, Mohr D. The Supportive Accountability Inventory: Psychometric properties of a measure of supportive accountability in coached digital interventions. Internet Interventions 2021;25:100399 View
  15. Zippel C, Bohnet-Joschko S. Rise of Clinical Studies in the Field of Machine Learning: A Review of Data Registered in ClinicalTrials.gov. International Journal of Environmental Research and Public Health 2021;18(10):5072 View
  16. 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
  17. Mashima P, Waldron-Perrine B, MacLennan D, Sohlberg M, Perla L, Eapen B. Interprofessional Collaborative Management of Postconcussion Cognitive Symptoms. American Journal of Speech-Language Pathology 2021;30(4):1598 View
  18. Gallagher R, Zhang L. Evaluating mobile health technologies: does the traditional randomized controlled trial serve our needs?. European Journal of Cardiovascular Nursing 2021;20(6):623 View
  19. Werntz A, Silverman A, Behan H, Patel S, Beltzer M, Boukhechba M, Barnes L, Teachman B. Lessons Learned: Providing Supportive Accountability in an Online Anxiety Intervention. Behavior Therapy 2022;53(3):492 View
  20. Kruzan K, Reddy M, Washburn J, Mohr D. Developing a Mobile App for Young Adults with Nonsuicidal Self-Injury: A Prototype Feedback Study. International Journal of Environmental Research and Public Health 2022;19(23):16163 View
  21. Gan D, McGillivray L, Larsen M, Torok M. Promoting engagement with self‐guided digital therapeutics for mental health: Insights from a cross‐sectional survey of end‐users. Journal of Clinical Psychology 2023;79(5):1386 View
  22. Kodish T, Schueller S, Lau A. Barriers and strategies to improve digital mental health intervention uptake among college students of color: A modified Delphi study. Journal of Behavioral and Cognitive Therapy 2023;33(1):10 View
  23. Serio C, Gabarda A, Uyar-Morency F, Silfee V, Ludwig J, Szigethy E, Butterworth S. Strengthening the Impact of Digital Cognitive Behavioral Interventions Through a Dual Intervention: Proficient Motivational Interviewing–Based Health Coaching Plus In-Application Techniques. JMIR Formative Research 2022;6(5):e34552 View
  24. Leong Q, 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 View
  25. Mohr D, Kwasny M, Meyerhoff J, Graham A, Lattie E. 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 View
  26. 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
  27. Pearce F, Cruz Rivera S, Liu X, Manna E, Denniston A, Calvert M. 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 View
  28. Lattie E, Cohen K, Hersch E, Williams K, Kruzan K, MacIver C, Hermes J, Maddi K, Kwasny M, Mohr D. Uptake and effectiveness of a self-guided mobile app platform for college student mental health. Internet Interventions 2022;27:100493 View
  29. Sakata M, Toyomoto R, Yoshida K, Luo Y, Nakagami Y, Uwatoko T, Shimamoto T, Tajika A, Suga H, Ito H, Sumi M, Muto T, Ito M, Ichikawa H, Ikegawa M, Shiraishi N, Watanabe T, Sahker E, Ogawa Y, Hollon S, Collins L, Watkins E, Wason J, Noma H, Horikoshi M, Iwami T, Furukawa T. Components of smartphone cognitive-behavioural therapy for subthreshold depression among 1093 university students: a factorial trial. Evidence Based Mental Health 2022;25(e1):e18 View
  30. Meyer A, Wisniewski H, Torous J. Coaching to Support Mental Health Apps: Exploratory Narrative Review. JMIR Human Factors 2022;9(1):e28301 View
  31. Williams K, Wijaya C, Stamatis C, Abbott G, Lattie E. 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 View
  32. Lipschitz J, Van Boxtel R, Torous J, Firth J, Lebovitz J, Burdick K, Hogan T. Digital Mental Health Interventions for Depression: Scoping Review of User Engagement. Journal of Medical Internet Research 2022;24(10):e39204 View
  33. Kruzan K, Whitlock J, Bazarova N, Bhandari A, Chapman J. Use of a Mobile Peer Support App Among Young People With Nonsuicidal Self-injury: Small-scale Randomized Controlled Trial. JMIR Formative Research 2022;6(1):e26526 View
  34. Meyerhoff J, Kruzan K, Kim K, Van Orden K, Mohr D. 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 View
  35. Buck B, Kopelovich S, Tauscher J, Chwastiak L, Ben-Zeev D. Developing the Workforce of the Digital Future: Leveraging Technology to Train Community-Based Mobile Mental Health Specialists. Journal of Technology in Behavioral Science 2022;8(3):209 View
  36. Gan D, McGillivray L, Larsen M, Christensen H, Torok M. Technology-supported strategies for promoting user engagement with digital mental health interventions: A systematic review. DIGITAL HEALTH 2022;8:205520762210982 View
  37. Bert F, Lo Moro G, Giacomini G, Minutiello E, Siliquini R. Social media for psychological support of patients with chronic non-infectious diseases: a systematic review. Health Promotion International 2023;38(2) View
  38. Salamanca-Sanabria A, Jabir A, Lin X, Alattas A, Kocaballi A, Lee J, Kowatsch T, Tudor Car L. Exploring the Perceptions of mHealth Interventions for the Prevention of Common Mental Disorders in University Students in Singapore: Qualitative Study. Journal of Medical Internet Research 2023;25:e44542 View
  39. Quirk H, Nagar R, Anderson P. A qualitative exploration of college students’ experiences using mobile apps to improve self-care during the COVID-19 pandemic. Journal of American College Health 2024;72(9):3802 View
  40. Gan D, McGillivray L, Larsen M, Bloomfield T, Torok M. Promoting Engagement With Smartphone Apps for Suicidal Ideation in Young People: Development of an Adjunctive Strategy Using a Lived Experience Participatory Design Approach. JMIR Formative Research 2023;7:e45234 View
  41. Watkins E, Newbold A, Tester-Jones M, Collins L, Mostazir M. Investigation of Active Ingredients Within Internet-Delivered Cognitive Behavioral Therapy for Depression. JAMA Psychiatry 2023;80(9):942 View
  42. Ribba B, Peck R, Hutchinson L, Bousnina I, Motti D. Digital Therapeutics as a New Therapeutic Modality: A Review from the Perspective of Clinical Pharmacology. Clinical Pharmacology & Therapeutics 2023;114(3):578 View
  43. Nagar R, Quirk H, Anderson P. User experiences of college students using mental health applications to improve self-care: Implications for improving engagement. Internet Interventions 2023;34:100676 View
  44. Henry L, Compas B. Review: Preventing Psychopathology in the Digital Age: Leveraging Technology to Target Coping and Emotion Regulation in Adolescents. JAACAP Open 2024;2(1):6 View
  45. 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
  46. Dworkin E, Schallert M, Lee C, Kaysen D. mHealth Early Intervention to Reduce Posttraumatic Stress and Alcohol Use After Sexual Assault (THRIVE): Feasibility and Acceptability Results From a Pilot Trial. JMIR Formative Research 2023;7:e44400 View
  47. Stephenson C, Kumar A, Malakouti N, Nikjoo N, Jagayat J, Gizzarelli T, Patel C, Gutierrez G, Shirazi A, Yang M, Omrani M, Alavi N. Comparing the Efficacy of an Electronically Delivered Cognitive Behavioral Therapy Program to a Mental Health Check-In Program for Generalized Anxiety Disorder: Protocol for a Randomized Trial. JMIR Research Protocols 2023;12:e48899 View
  48. Fundoiano-Hershcovitz Y, Breuer Asher I, Ritholz M, Feniger E, Manejwala O, Goldstein P. Specifying the Efficacy of Digital Therapeutic Tools for Depression and Anxiety: Retrospective, 2-Cohort, Real-World Analysis. Journal of Medical Internet Research 2023;25:e47350 View
  49. 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
  50. Daros A, Guimond T, Yager C, Palermo E, Wilks C, Quilty L. Feasibility, Acceptability, and Potential Efficacy of a Self-Guided Internet-Delivered Dialectical Behavior Therapy Intervention for Substance Use Disorders: Randomized Controlled Trial. JMIR Mental Health 2024;11:e50399 View
  51. Chang S, Gray L, Alon N, Torous J. Patient and Clinician Experiences with Sharing Data Visualizations Integrated into Mental Health Treatment. Social Sciences 2023;12(12):648 View
  52. Alfaro A, Wielgosz J, Kuhn E, Carlson C, Gould C. Determinants and outcome correlates of engagement with a mobile mental health intervention for depression and anxiety in middle‐aged and older adults. Journal of Clinical Psychology 2024;80(3):509 View
  53. Lane J, Manceau L, 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 View
  54. Solomon M, Handrup C, Snyder M. Enhancing outpatient anxiety treatment with mobile technology: A quality improvement study. Archives of Psychiatric Nursing 2024;50:83 View
  55. Kolaas K, Berman A, Hedman-Lagerlöf E, Lindsäter E, Hybelius J, Axelsson E. Internet-delivered transdiagnostic psychological treatments for individuals with depression, anxiety or both: a systematic review with meta-analysis of randomised controlled trials. BMJ Open 2024;14(4):e075796 View
  56. 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
  57. Bernstein E, Greenberg J, Weingarden H, Snorrason I, Summers B, Williams J, Quist R, Curtiss J, Harrison O, Wilhelm S. The use of coaching in smartphone app-based cognitive behavioral therapy for body dysmorphic disorder. Internet Interventions 2024;36:100743 View
  58. Weiner L, Crowley R, Sheeber L, Koegler F, Davis J, Wells M, Funkhouser C, Auerbach R, Allen N. Engagement, Acceptability, and Effectiveness of the Self-Care and Coach-Supported Versions of the Vira Digital Behavior Change Platform Among Young Adults at Risk for Depression and Obesity: Pilot Randomized Controlled Trial. JMIR Mental Health 2024;11:e51366 View
  59. Chermahini M, Eadie J, Agarwal A, Stephenson C, Malakouti N, Nikjoo N, Jagayat J, Jarabana V, Shirazi A, Kumar A, Gizzarelli T, Gutierrez G, Khan F, Patel C, Yang M, Omrani M, Alavi N. Comparing the Efficacy of Electronically Delivered Cognitive Behavioral Therapy (e-CBT) to Weekly Online Mental Health Check-Ins for Generalized Anxiety Disorder—A Randomized Controlled Trial: Comparaison de l'efficacité de la thérapie cognitivo-comportementale délivrée par voie électronique (e-TCC) aux contrôles hebdomadaires en ligne de santé mentale pour le trouble d'anxiété généralisée - un essai randomisé contrôlé. The Canadian Journal of Psychiatry 2024;69(9):695 View
  60. Boucher E, Raiker J. Engagement and retention in digital mental health interventions: a narrative review. BMC Digital Health 2024;2(1) View
  61. Pretat T, Koller C, Hügle T. Virtual reality as a treatment for chronic musculoskeletal pain syndromes. Joint Bone Spine 2025;92(1):105769 View
  62. Dwyer B, Flathers M, Burns J, Mikkelson J, Perlmutter E, Chen K, Ram N, Torous J. Assessing Digital Phenotyping for App Recommendations and Sustained Engagement: Cohort Study. JMIR Formative Research 2024;8:e62725 View
  63. Omylinska-Thurston J, Aithal S, Liverpool S, Clark R, Moula Z, Wood J, Viliardos L, Rodríguez-Dorans E, Farish-Edwards F, Parsons A, Eisenstadt M, Bull M, Dubrow-Marshall L, Thurston S, Karkou V. Digital Psychotherapies for Adults Experiencing Depressive Symptoms: Systematic Review and Meta-Analysis. JMIR Mental Health 2024;11:e55500 View
  64. Jackson H, Batterham P, Calear A, Ohan J, Farrer L. Skill Enactment Among University Students Using a Brief Video-Based Mental Health Intervention: Mixed Methods Study Within a Randomized Controlled Trial. JMIR Mental Health 2024;11:e53794 View

Books/Policy Documents

  1. Strauss J, Zhang J, Jarrett M, Patterson B, Van Ameringen M. Mental Health in a Digital World. View
  2. Areán P, Allred R. Digital Therapeutics for Mental Health and Addiction. View