Published on in Vol 20, No 6 (2018): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/10141, first published .
Discovery of and Interest in Health Apps Among Those With Mental Health Needs: Survey and Focus Group Study

Discovery of and Interest in Health Apps Among Those With Mental Health Needs: Survey and Focus Group Study

Discovery of and Interest in Health Apps Among Those With Mental Health Needs: Survey and Focus Group Study

Journals

  1. Bubolz S, Mayer G, Gronewold N, Hilbel T, Schultz J. Adherence to Established Treatment Guidelines Among Unguided Digital Interventions for Depression: Quality Evaluation of 28 Web-Based Programs and Mobile Apps. Journal of Medical Internet Research 2020;22(7):e16136 View
  2. 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
  3. 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
  4. O'Loughlin K, Neary M, Adkins E, Schueller S. Reviewing the data security and privacy policies of mobile apps for depression. Internet Interventions 2019;15:110 View
  5. Chiauzzi E, Newell A. Mental Health Apps in Psychiatric Treatment: A Patient Perspective on Real World Technology Usage. JMIR Mental Health 2019;6(4):e12292 View
  6. Alon N, Stern A, Torous J. Assessing the Food and Drug Administration’s Risk-Based Framework for Software Precertification With Top Health Apps in the United States: Quality Improvement Study. JMIR mHealth and uHealth 2020;8(10):e20482 View
  7. Oyebode O, Alqahtani F, Orji R. Using Machine Learning and Thematic Analysis Methods to Evaluate Mental Health Apps Based on User Reviews. IEEE Access 2020;8:111141 View
  8. Porras-Segovia A, Díaz-Oliván I, Gutiérrez-Rojas L, Dunne H, Moreno M, Baca-García E. Apps for Depression: Are They Ready to Work?. Current Psychiatry Reports 2020;22(3) View
  9. Lattie E, Nicholas J, Knapp A, Skerl J, Kaiser S, Mohr D. Opportunities for and Tensions Surrounding the Use of Technology-Enabled Mental Health Services in Community Mental Health Care. Administration and Policy in Mental Health and Mental Health Services Research 2020;47(1):138 View
  10. Aji M, Gordon C, Peters D, Bartlett D, Calvo R, Naqshbandi K, Glozier N. Exploring User Needs and Preferences for Mobile Apps for Sleep Disturbance: Mixed Methods Study. JMIR Mental Health 2019;6(5):e13895 View
  11. Wright J, Mishkind M. Computer-Assisted CBT and Mobile Apps for Depression: Assessment and Integration Into Clinical Care. Focus 2020;18(2):162 View
  12. Bauer M, Glenn T, Geddes J, Gitlin M, Grof P, Kessing L, Monteith S, Faurholt-Jepsen M, Severus E, Whybrow P. Smartphones in mental health: a critical review of background issues, current status and future concerns. International Journal of Bipolar Disorders 2020;8(1) View
  13. Emerson M, Watanabe-Galloway S, Dinkel D, Kotcherlakota S, Fok L. Lessons Learned in Selection and Review of Depression Apps for Primary Care Settings. Journal of Technology in Behavioral Science 2021;6(1):42 View
  14. Davidson T, Ruggiero K, Egede L. Promoting reach, dissemination, and engagement of technologies for addressing mental health care disparities among underserved populations.. Clinical Psychology: Science and Practice 2019;26(1) View
  15. Sit H, Ling R, Lam A, Chen W, Latkin C, Hall B. The Cultural Adaptation of Step-by-Step: An Intervention to Address Depression Among Chinese Young Adults. Frontiers in Psychiatry 2020;11 View
  16. Apolinário-Hagen J, Hennemann S, Fritsche L, Drüge M, Breil B. Determinant Factors of Public Acceptance of Stress Management Apps: Survey Study. JMIR Mental Health 2019;6(11):e15373 View
  17. Smith B, Magnani J. New technologies, new disparities: The intersection of electronic health and digital health literacy. International Journal of Cardiology 2019;292:280 View
  18. Larsen M, Huckvale K, Nicholas J, Torous J, Birrell L, Li E, Reda B. Using science to sell apps: Evaluation of mental health app store quality claims. npj Digital Medicine 2019;2(1) View
  19. Stawarz K, Preist C, Coyle D. Use of Smartphone Apps, Social Media, and Web-Based Resources to Support Mental Health and Well-Being: Online Survey. JMIR Mental Health 2019;6(7):e12546 View
  20. Perle J. A Practical Guide for Health Service Providers on the Design, Development, and Deployment of Smartphone Apps for the Delivery of Clinical Services. Journal of Technology in Behavioral Science 2020;5(1):1 View
  21. DeForte S, Huang Y, Bourgeois T, Hussain S, Lin S. The Association Between App-Administered Depression Assessments and Suicidal Ideation in User Comments: Retrospective Observational Study. JMIR mHealth and uHealth 2020;8(8):e18392 View
  22. Marshall J, Dunstan D, Bartik W. Clinical or gimmickal: The use and effectiveness of mobile mental health apps for treating anxiety and depression. Australian & New Zealand Journal of Psychiatry 2020;54(1):20 View
  23. 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
  24. Militello L, Hanna N, Nigg C. Pokémon GO Within the Context of Family Health: Retrospective Study. JMIR Pediatrics and Parenting 2018;1(2):e10679 View
  25. Lipschitz J, Miller C, Hogan T, Burdick K, Lippin-Foster R, Simon S, Burgess J. Adoption of Mobile Apps for Depression and Anxiety: Cross-Sectional Survey Study on Patient Interest and Barriers to Engagement. JMIR Mental Health 2019;6(1):e11334 View
  26. Wykes T, Schueller S. Why Reviewing Apps Is Not Enough: Transparency for Trust (T4T) Principles of Responsible Health App Marketplaces. Journal of Medical Internet Research 2019;21(5):e12390 View
  27. Palmer K, Burrows V. Ethical and Safety Concerns Regarding the Use of Mental Health–Related Apps in Counseling: Considerations for Counselors. Journal of Technology in Behavioral Science 2021;6(1):137 View
  28. Widnall E, Grant C, Wang T, Cross L, Velupillai S, Roberts A, Stewart R, Simonoff E, Downs J. User Perspectives of Mood-Monitoring Apps Available to Young People: Qualitative Content Analysis. JMIR mHealth and uHealth 2020;8(10):e18140 View
  29. 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
  30. Schueller S, Armstrong C, Neary M, Ciulla R. An Introduction to Core Competencies for the Use of Mobile Apps in Cognitive and Behavioral Practice. Cognitive and Behavioral Practice 2022;29(1):69 View
  31. Morton E, Torous J, Murray G, Michalak E. Using apps for bipolar disorder – An online survey of healthcare provider perspectives and practices. Journal of Psychiatric Research 2021;137:22 View
  32. Chan A, Honey M. User perceptions of mobile digital apps for mental health: Acceptability and usability ‐ An integrative review. Journal of Psychiatric and Mental Health Nursing 2022;29(1):147 View
  33. Parrish E, Filip T, Torous J, Nebeker C, Moore R, Depp C. Are Mental Health Apps Adequately Equipped to Handle Users in Crisis?. Crisis 2022;43(4):289 View
  34. Mushquash A, Pearson E, Waddington K, MacIsaac A, Mohammed S, Grassia E, Smith S, Wekerle C. User Perspectives on a Resilience-Building App (JoyPop): Qualitative Study. JMIR mHealth and uHealth 2021;9(7):e28677 View
  35. Mitchell K, Holtz B, McCarroll A. Assessing College Students' Perceptions of and Intentions to Use a Mobile App for Mental Health. Telemedicine and e-Health 2022;28(4):566 View
  36. Hammond T, Lampe L, Campbell A, Perisic S, Brakoulias V. Psychoeducational Social Anxiety Mobile Apps: Systematic Search in App Stores, Content Analysis, and Evaluation. JMIR mHealth and uHealth 2021;9(9):e26603 View
  37. 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
  38. 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
  39. LaMonica H, Roberts A, Lee G, Davenport T, Hickie I. Privacy Practices of Health Information Technologies: Privacy Policy Risk Assessment Study and Proposed Guidelines. Journal of Medical Internet Research 2021;23(9):e26317 View
  40. Stein D, Shoptaw S, Vigo D, Lund C, Cuijpers P, Bantjes J, Sartorius N, Maj M. Psychiatric diagnosis and treatment in the 21st century: paradigm shifts versus incremental integration. World Psychiatry 2022;21(3):393 View
  41. 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
  42. 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
  43. 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
  44. 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
  45. Naccache B, Mesquida L, Raynaud J, Revet A. Smartphone application for adolescents with anorexia nervosa: an initial acceptability and user experience evaluation. BMC Psychiatry 2021;21(1) View
  46. Hendriks Y, Peek S, Kaptein M, Bongers I. Process and Information Needs When Searching for and Selecting Apps for Smoking Cessation: Qualitative Study Using Contextual Inquiry. JMIR Human Factors 2022;9(2):e32628 View
  47. Morton E, Ho K, Barnes S, Michalak E. Digital Health Literacy in Bipolar Disorder: International Web-Based Survey. JMIR Mental Health 2021;8(10):e29764 View
  48. Bell I, Thompson A, Valentine L, Adams S, Alvarez-Jimenez M, Nicholas J. Ownership, Use of, and Interest in Digital Mental Health Technologies Among Clinicians and Young People Across a Spectrum of Clinical Care Needs: Cross-sectional Survey. JMIR Mental Health 2022;9(5):e30716 View
  49. Hovasapian A, Huyghe V, Schlegel K, Fontaine J. Development of a theoretically and empirically grounded emotion knowledge training for the young. Open Research Europe 2022;2:50 View
  50. Lee J, Schroeder J, Epstein D. Understanding and Supporting Self-Tracking App Selection. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2021;5(4):1 View
  51. Jiménez‐Muñoz L, Gutiérrez‐Rojas L, Porras‐Segovia A, Courtet P, Baca‐García E. Mobile applications for the management of chronic physical conditions: a systematic review. Internal Medicine Journal 2022;52(1):21 View
  52. Bührmann L, Van Daele T, Rinn A, De Witte N, Lehr D, Aardoom J, Loheide-Niesmann L, Smit J, Riper H. The feasibility of using Apple's ResearchKit for recruitment and data collection: Considerations for mental health research. Frontiers in Digital Health 2022;4 View
  53. de Chantal P, Chagnon A, Cardinal M, Faieta J, Guertin A. Evidence of User-Expert Gaps in Health App Ratings and Implications for Practice. Frontiers in Digital Health 2022;4 View
  54. Hui K, Gorin M, Sisti D. A Call for Greater Regulation of Digital Mental Health Technologies. AJOB Neuroscience 2022;13(3):193 View
  55. 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
  56. Fidel Kinori S, Carot-Sans G, Cuartero A, Valero-Bover D, Roma Monfa R, Garcia E, Pérez Sust P, Blanch J, Piera-Jiménez J, Ramos-Quiroga J. A Web-Based App for Emotional Management During the COVID-19 Pandemic: Platform Development and Retrospective Analysis of its Use Throughout Two Waves of the Outbreak in Spain. JMIR Formative Research 2022;6(3):e27402 View
  57. 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
  58. Park D, Kim H. Determinants of Intentions to Use Digital Mental Healthcare Content among University Students, Faculty, and Staff: Motivation, Perceived Usefulness, Perceived Ease of Use, and Parasocial Interaction with AI Chatbot. Sustainability 2023;15(1):872 View
  59. Messner E, Feikes K. Systemische Therapie goes online. Psychotherapeut 2021;66(6):501 View
  60. Mak W, Ng S, Leung F. A Web-Based Stratified Stepped Care Platform for Mental Well-being (TourHeart+): User-Centered Research and Design. JMIR Formative Research 2023;7:e38504 View
  61. 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
  62. Minen M, Busis N, Friedman S, Campbell M, Sahu A, Maisha K, Hossain Q, Soviero M, Verma D, Yao L, Foo F, Bhatt J, Balcer L, Galetta S, Thawani S. The use of virtual complementary and integrative therapies by neurology outpatients: An exploratory analysis of two cross-sectional studies assessing the use of technology as treatment in an academic neurology department in New York City. DIGITAL HEALTH 2022;8:205520762211095 View
  63. Marques G, Gil R, Franco-Martín M, de la Torre I. Telemedicine solutions for patients with mental disorders: a Delphi study and review of mobile applications in virtual stores. Informatics for Health and Social Care 2022;47(2):223 View
  64. Erhardt D, Bunyi J, Dodge-Rice Z, Neary M, Schueller S. Digitized thought records: a practitioner-focused review of cognitive restructuring apps. The Cognitive Behaviour Therapist 2022;15 View
  65. 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
  66. Manning J, Blandford A, Edbrooke-Childs J. Digital Companion Choice to Support Teachers’ Stress Self-management: Systematic Approach Through Taxonomy Creation. JMIR Formative Research 2022;6(2):e32312 View
  67. 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
  68. 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
  69. Hogan T, Etingen B, Lipschitz J, Shimada S, McMahon N, Bolivar D, Bixler F, Irvin D, Wacks R, Cutrona S, Frisbee K, Smith B. Factors Associated With Self-reported Use of Web and Mobile Health Apps Among US Military Veterans: Cross-sectional Survey. JMIR mHealth and uHealth 2022;10(12):e41767 View
  70. Morton E, Nicholas J, Yang L, Lapadat L, Barnes S, Provencher M, Depp C, Chan M, Kulur R, Michalak E. Evaluating the quality, safety, and functionality of commonly used smartphone apps for bipolar disorder mood and sleep self-management. International Journal of Bipolar Disorders 2022;10(1) View
  71. Neary M, Bunyi J, Palomares K, Mohr D, Powell A, Ruzek J, Williams L, Wykes T, Schueller S. A process for reviewing mental health apps: Using the One Mind PsyberGuide Credibility Rating System. DIGITAL HEALTH 2021;7 View
  72. Ben-Yehuda O, Dreazen E, Koren D, Peleg M. Participatory Design of a Mobile App to Safeguard Mental Resilience in the Context of Drug Use in Young Adults: Multi-Method Study. JMIR Formative Research 2022;6(2):e34477 View
  73. 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
  74. 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
  75. Ramos G, Ponting C, Labao J, Sobowale K. Considerations of diversity, equity, and inclusion in mental health apps: A scoping review of evaluation frameworks. Behaviour Research and Therapy 2021;147:103990 View
  76. Balaskas A, Schueller S, Cox A, Doherty G. Understanding users’ perspectives on mobile apps for anxiety management. Frontiers in Digital Health 2022;4 View
  77. Weitzel E, Quittschalle J, Welzel F, Löbner M, Hauth I, Riedel-Heller S. E-Mental-Health und digitale Gesundheitsanwendungen in Deutschland. Der Nervenarzt 2021;92(11):1121 View
  78. Liu B, Beheshti M, Naeimi T, Zhu Z, Vedanthan R, Seiple W, Rizzo J. The BLV App Arcade: a new curated repository and evaluation rubric for mobile applications supporting blindness and low vision. Disability and Rehabilitation: Assistive Technology 2024;19(4):1405 View
  79. Sunkara C, Thakkar R, Ong T, Bunnell B. Characterizing Consumer Smartphone Apps for Virtual Reality–Based Exposure Therapy: Content Analysis. Journal of Medical Internet Research 2023;25:e41807 View
  80. Elledge D, Lee S, Stewart S, Pop R, Trivedi M, Hughes J. Examining a Resilience Mental Health App in Adolescents: Acceptability and Feasibility Study. JMIR Formative Research 2023;7:e38042 View
  81. 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
  82. Guracho Y, Thomas S, Win K. Smartphone application use patterns for mental health disorders: A systematic literature review and meta-analysis. International Journal of Medical Informatics 2023;179:105217 View
  83. Diano F, Sica L, Ponticorvo M. Empower Psychotherapy with mHealth Apps: The Design of “Safer”, an Emotion Regulation Application. Information 2023;14(6):308 View
  84. Liu M, Schueller S. Moving Evidence-Based Mental Health Interventions into Practice: Implementation of Digital Mental Health Interventions. Current Treatment Options in Psychiatry 2023;10(4):333 View
  85. Kim K, Au-Yeung A, Dagher D, Jacobs N, Martin-Hill D, Wekerle C. Exploring the relevance of a psychology-based resilience app (JoyPop™) for Indigenous youth. Child Abuse & Neglect 2024;148:106343 View
  86. Hamideh Kerdar S, Gwiasda M, Berger B, Rathjens L, Schwarz S, Jenetzky E, Martin D. Predictors of sustained use of mobile health applications: Content analysis of user perspectives from a fever management app. DIGITAL HEALTH 2023;9 View
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Books/Policy Documents

  1. Messner E, Probst T, O’Rourke T, Stoyanov S, Baumeister H. Digital Phenotyping and Mobile Sensing. View
  2. Martinez-Martin N. Ethical Dimensions of Commercial and DIY Neurotechnologies. View
  3. Sharma L, Hooda P, Bansal R, Garg S, Aggarwal S. Applications of Artificial Intelligence and Machine Learning. View
  4. Gál É. Smartphone Apps for Health and Wellness. View
  5. Messner E, Probst T, O’Rourke T, Stoyanov S, Baumeister H. Digital Phenotyping and Mobile Sensing. View
  6. Alhejaili A, Blustein J. Human-Computer Interaction. User Experience and Behavior. View
  7. Strauss J, Zhang J, Jarrett M, Patterson B, Van Ameringen M. Mental Health in a Digital World. View
  8. Rodrigues J, Oliveira F, Ribeiro C, Santos R. Digital Therapies in Psychosocial Rehabilitation and Mental Health. View
  9. Henkel T, Linn A, van der Goot M. Chatbot Research and Design. View
  10. Oti O, Pretorius C, Pitt I. ICT for Health, Accessibility and Wellbeing. View
  11. Alhejaili A, Blustein J. HCI International 2023 Posters. View
  12. Pranjal P, Singhal V, Sarkar S, Aggarwal T. Bridging Health, Environment, and Legalities. View
  13. Guracho Y, Thomas S, Almutairi N, Win K. Persuasive Technology. View