Published on in Vol 6, No 1 (2019): January

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/11334, first published .
Adoption of Mobile Apps for Depression and Anxiety: Cross-Sectional Survey Study on Patient Interest and Barriers to Engagement

Adoption of Mobile Apps for Depression and Anxiety: Cross-Sectional Survey Study on Patient Interest and Barriers to Engagement

Adoption of Mobile Apps for Depression and Anxiety: Cross-Sectional Survey Study on Patient Interest and Barriers to Engagement

Journals

  1. 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
  2. Toscos T, Coupe A, Flanagan M, Drouin M, Carpenter M, Reining L, Roebuck A, Mirro M. Teens Using Screens for Help: Impact of Suicidal Ideation, Anxiety, and Depression Levels on Youth Preferences for Telemental Health Resources. JMIR Mental Health 2019;6(6):e13230 View
  3. 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
  4. Alhuwail D, Albaj R, Ahmad F, Aldakheel K. The state of mental digi-therapeutics: A systematic assessment of depression and anxiety apps available for Arabic speakers. International Journal of Medical Informatics 2020;135:104056 View
  5. Fujita K, Watanabe T, Kuroiwa T, Sasaki T, Nimura A, Sugiura Y. A Tablet-Based App for Carpal Tunnel Syndrome Screening: Diagnostic Case-Control Study. JMIR mHealth and uHealth 2019;7(9):e14172 View
  6. Brick T, Mundie J, Weaver J, Fraleigh R, Oravecz Z. Low-Burden Mobile Monitoring, Intervention, and Real-Time Analysis Using the Wear-IT Framework: Example and Usability Study. JMIR Formative Research 2020;4(6):e16072 View
  7. Lipschitz J, Connolly S, Miller C, Hogan T, Simon S, Burdick K. Patient interest in mental health mobile app interventions: Demographic and symptom-level differences. Journal of Affective Disorders 2020;263:216 View
  8. Molina R, Porras-Segovia A, Ruiz M, Baca-García E. eHealth tools for assessing psychomotor activity in schizophrenia: a systematic review. Brazilian Journal of Psychiatry 2021;43(1):102 View
  9. Schlage J, Perich T. Mental health mobile application usage in young adults with a family history of mental illness. Australian Psychologist 2020;55(6):660 View
  10. Miralles I, Granell C, Díaz-Sanahuja L, Van Woensel W, Bretón-López J, Mira A, Castilla D, Casteleyn S. Smartphone Apps for the Treatment of Mental Disorders: Systematic Review. JMIR mHealth and uHealth 2020;8(4):e14897 View
  11. McInnis M, Bertram H. Phenomenology 2.0. Bipolar Disorders 2019;21(7):660 View
  12. 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
  13. Patterson Silver Wolf D, Ramsey A, Epstein J, Beeler-Stinn S, Asher Black Deer A. Bridges to Sobriety: Testing the Feasibility and Acceptability of a Mobile App Designed to Supplement an Adolescent Substance Use Disorder Treatment Program. Clinical Social Work Journal 2022;50(3):308 View
  14. Choi J, Baker E, Nalawade S, Lee H. Steps to Develop a Mobile App for Pain Assessment of Cancer Patients: A Usability Study. CIN: Computers, Informatics, Nursing 2020;38(2):80 View
  15. 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
  16. Rubeis G. Ethische Aspekte internet- und mobilgestützter Interventionen bei depressiven Störungen. Psychotherapeut 2020;65(1):36 View
  17. Fulford H, McSwiggan L, Kroll T, MacGillivray S. Exploring the use of mobile information and communication technologies by people with mood disorders. International Journal of Mental Health Nursing 2019;28(6):1268 View
  18. Drissi N, Ouhbi S, Janati Idrissi M, Ghogho M. An analysis on self-management and treatment-related functionality and characteristics of highly rated anxiety apps. International Journal of Medical Informatics 2020;141:104243 View
  19. Heidel A, Hagist C. Potential Benefits and Risks Resulting From the Introduction of Health Apps and Wearables Into the German Statutory Health Care System: Scoping Review. JMIR mHealth and uHealth 2020;8(9):e16444 View
  20. Razavi R, Gharipour A, Gharipour M. Depression screening using mobile phone usage metadata: a machine learning approach. Journal of the American Medical Informatics Association 2020;27(4):522 View
  21. Jahnel T, Schüz B. Partizipative Entwicklung von Digital-Public-Health-Anwendungen: Spannungsfeld zwischen Nutzer*innenperspektive und Evidenzbasierung. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz 2020;63(2):153 View
  22. Chakraborty D. Elements impacting the utilization expectation of various health-care apps in India: a study conducted on smartphone users. foresight 2020;22(3):385 View
  23. 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
  24. Rubeis G. E-mental health applications for depression: an evidence-based ethical analysis. European Archives of Psychiatry and Clinical Neuroscience 2021;271(3):549 View
  25. Parker A, Nelliot A, Chessare C, Malik A, Koneru M, Hosey M, Ozok A, Lyons K, Needham D. Usability and acceptability of a mobile application prototype for a combined behavioural activation and physical rehabilitation intervention in acute respiratory failure survivors. Australian Critical Care 2020;33(6):511 View
  26. Galvin H, DeMuro P. Developments in Privacy and Data Ownership in Mobile Health Technologies, 2016-2019. Yearbook of Medical Informatics 2020;29(01):032 View
  27. 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
  28. Kulakli A, Shubina I. Scientific Publication Patterns of Mobile Technologies and Apps for Posttraumatic Stress Disorder Treatment: Bibliometric Co-Word Analysis. JMIR mHealth and uHealth 2020;8(11):e19391 View
  29. Borghouts J, Eikey E, Mark G, De Leon C, Schueller S, Schneider M, Stadnick N, Zheng K, Mukamel D, Sorkin D. Barriers to and Facilitators of User Engagement With Digital Mental Health Interventions: Systematic Review. Journal of Medical Internet Research 2021;23(3):e24387 View
  30. Rubeis G, Ketteler D. Wem nützt die App? Internet- und mobilgestützte Interventionen (IMIs) im Spannungsfeld von Autonomie und Patientenwohl. PPmP - Psychotherapie · Psychosomatik · Medizinische Psychologie 2020;70(11):467 View
  31. Van Tiem J, Moeckli J, Suiter N, Fuhrmeister L, Pham K, Dindo L, Turvey C. “A link to the outside:” Patient perspectives on a mobile texting program to improve depression self-management. Patient Education and Counseling 2021;104(9):2154 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. 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
  34. Drissi N, Alhmoudi A, Al Nuaimi H, Alkhyeli M, Alsalami S, Ouhbi S. Investigating the Impact of COVID-19 Lockdown on the Psychological Health of University Students and Their Attitudes Toward Mobile Mental Health Solutions: Two-Part Questionnaire Study. JMIR Formative Research 2020;4(10):e19876 View
  35. Strudwick G, McLay D, Lo B, Shin H, Currie L, Thomson N, Maillet É, Strong V, Miller A, Shen N, Campbell J. Development of a Resource Guide to Support the Engagement of Mental Health Providers and Patients With Digital Health Tools: Multimethod Study. Journal of Medical Internet Research 2021;23(4):e25773 View
  36. Martinez R, Smith B, Etingen B, Houston T, Shimada S, Amante D, Patterson A, Richardson L, Vandenberg G, Cutrona S, Quintiliani L, Frisbee K, Hogan T. Health-Related Goal Setting and Achievement Among Veterans with High Technology Adoption. Journal of General Internal Medicine 2021;36(11):3337 View
  37. Everitt N, Broadbent J, Richardson B, Smyth J, Heron K, Teague S, Fuller-Tyszkiewicz M. Exploring the features of an app-based just-in-time intervention for depression. Journal of Affective Disorders 2021;291:279 View
  38. Neves A, Jácome C, Taveira-Gomes T, Pereira A, Almeida R, Amaral R, Alves-Correia M, Mendes S, Chaves-Loureiro C, Valério M, Lopes C, Carvalho J, Mendes A, Ribeiro C, Prates S, Ferreira J, Teixeira M, Branco J, Santalha M, Vasconcelos M, Lozoya C, Santos N, Cardia F, Moreira A, Taborda-Barata L, Pinto C, Ferreira R, Morais Silva P, Monteiro Ferreira T, Câmara R, Lobo R, Bordalo D, Guimarães C, Espírito Santo M, Ferraz de Oliveira J, Cálix Augusto M, Gomes R, Vieira I, da Silva S, Marques M, Cardoso J, Morete A, Aroso M, Cruz A, Nunes C, Câmara R, Rodrigues N, Abreu C, Albuquerque A, Vieira C, Santos C, Páscoa R, Chaves-Loureiro C, Alves A, Neves Â, Varanda Marques J, Reis B, Ferreira-Magalhães M, Almeida Fonseca J. Determinants of the Use of Health and Fitness Mobile Apps by Patients With Asthma: Secondary Analysis of Observational Studies. Journal of Medical Internet Research 2021;23(9):e25472 View
  39. Borghouts J, Eikey E, Mark G, De Leon C, Schueller S, Schneider M, Stadnick N, Zheng K, Mukamel D, Sorkin D. Understanding Mental Health App Use Among Community College Students: Web-Based Survey Study. Journal of Medical Internet Research 2021;23(9):e27745 View
  40. 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
  41. 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
  42. Rickard N, Kurt P, Meade T. Systematic assessment of the quality and integrity of popular mental health smartphone apps using the American Psychiatric Association's app evaluation model. Frontiers in Digital Health 2022;4 View
  43. Hogan T, Etingen B, McMahon N, Bixler F, Am L, Wacks R, Shimada S, Reilly E, Frisbee K, Smith B. Understanding Adoption and Preliminary Effectiveness of a Mobile App for Chronic Pain Management Among US Military Veterans: Pre-Post Mixed Methods Evaluation. JMIR Formative Research 2022;6(1):e33716 View
  44. Zielasek J, Reinhardt I, Schmidt L, Gouzoulis-Mayfrank E. Adapting and Implementing Apps for Mental Healthcare. Current Psychiatry Reports 2022;24(9):407 View
  45. Harned M, Dhami M, Reger G. Evaluation of a Psychoeducational Group to Expand Mobile Application Knowledge and Use in a Veteran Residential Treatment Program. Journal of Technology in Behavioral Science 2023;8(2):118 View
  46. Aungst T, Seed S, Gobin N, Jung R. The good, the bad, and the poorly designed: The mobile app stores are not a user-friendly experience for health and medical purposes. DIGITAL HEALTH 2022;8:205520762210900 View
  47. Hoque Tania M, Hossain M, Jahanara N, Andreev I, Clifton D. Thinking Aloud or Screaming Inside: Exploratory Study of Sentiment Around Work. JMIR Formative Research 2022;6(9):e30113 View
  48. Fleddermann K, Molfenter T, Vjorn O, Horst J, Hulsey J, Kelly B, Zawislak K, Gustafson D, Gicquelais R. Patient Preferences for Mobile Health Applications to Support Recovery. Journal of Addiction Medicine 2023;17(4):394 View
  49. Foster M, Xiong W, Quintiliani L, Hartmann C, Gaehde S. Preferences of Older Adult Veterans With Heart Failure for Engaging With Mobile Health Technology to Support Self-care: Qualitative Interview Study Among Patients With Heart Failure and Content Analysis. JMIR Formative Research 2022;6(12):e41317 View
  50. Gould C, Mehta P, Carlson C, Anderson J, Alfaro A, Sakai E. Connecting Older Veterans with Mental Health Mobile Apps: a Survey of Provider and Staff Use of Apps and Patient Education Materials. Journal of Technology in Behavioral Science 2022;7(2):192 View
  51. Prananda A, Frannita E, Hutami A, Maarif M, Fitriyani N, Syafrudin M. Retinal Nerve Fiber Layer Analysis Using Deep Learning to Improve Glaucoma Detection in Eye Disease Assessment. Applied Sciences 2022;13(1):37 View
  52. Rojas-Domínguez A, Lino-Ramírez C, Gutiérrez-Hernández D, Puga H, Zamudio V. Fuzzy multi-agent assistance system for elderly care based on user engagement. Journal of Ambient Intelligence and Smart Environments 2022;14(3):173 View
  53. 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
  54. Kriegshauser K, Sexton C, Bozsik F, Blossom J, Wiese A, Adams Larsen M, Hale L. The Feasibility of a Family-Focused CBT Skills Self-Help App. Cognitive and Behavioral Practice 2024;31(2):230 View
  55. 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
  56. Moon K, Sobolev M, Grella M, Alvarado G, Sapra M, Ball T. An mHealth Platform for Augmenting Behavioral Health in Primary Care: Longitudinal Feasibility Study. JMIR Formative Research 2022;6(7):e36021 View
  57. Denecke K, Schmid N, Nüssli S. Implementation of Cognitive Behavioral Therapy in e–Mental Health Apps: Literature Review. Journal of Medical Internet Research 2022;24(3):e27791 View
  58. Singhal P, Dhaliwal N, Dabas A, Yadav S. Optimizing Internet Use during Adolescence: eHealth Solutions. Annals of the National Academy of Medical Sciences (India) 2022;58:175 View
  59. 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
  60. Romano K, Heron K, Wilsey C, Wright S, Cramer R. Person-Centered Clustering of mHealth Technology Perceptions and Usage Motivations, and Associations with Physical and Mental Health Correlates. Journal of Technology in Behavioral Science 2022;7(2):168 View
  61. Funnell E, Spadaro B, Benacek J, Martin-Key N, Metcalfe T, Olmert T, Barton-Owen G, Bahn S. Learnings from user feedback of a novel digital mental health assessment. Frontiers in Psychiatry 2022;13 View
  62. Whealin J, Saleem J, Armstrong C, Roth J, Herout J. Automated Text Messaging During COVID-19: Patient Feedback to Increase Adoption. Journal of Technology in Behavioral Science 2023;8(3):321 View
  63. Almeqbaali M, Ouhbi S, Serhani M, Amiri L, Jan R, Zaki N, Sharaf A, Al Helali A, Almheiri E. A Biofeedback-Based Mobile App With Serious Games for Young Adults With Anxiety in the United Arab Emirates: Development and Usability Study. JMIR Serious Games 2022;10(3):e36936 View
  64. Khadam S, Chu T, Deekes N, FitzGerald D, Preston A, Duncan N. An investigation of the use of app technology to support clinical management of patients with chronic myeloid leukaemia (CML). Journal of Oncology Pharmacy Practice 2023;29(5):1083 View
  65. Leach B, Parkinson S, Gkousis E, Abel G, Atherton H, Campbell J, Clark C, Cockcroft E, Marriott C, Pitchforth E, Sussex J. Digital Facilitation to Support Patient Access to Web-Based Primary Care Services: Scoping Literature Review. Journal of Medical Internet Research 2022;24(7):e33911 View
  66. Abbott D, Lack C, Anderson P. Does Using a Mindfulness App Reduce Anxiety and Worry? A Randomized-Controlled Trial. Journal of Cognitive Psychotherapy 2023;37(1):26 View
  67. 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
  68. 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
  69. Guerrero-Jiménez M, Ruiz M, Gutiérrez-Rojas L, Jiménez-Muñoz L, Baca-Garcia E, Porras-Segovia A. Use of new technologies for the promotion of physical activity in patients with mental illness: A systematic review. World Journal of Psychiatry 2023;13(4):182 View
  70. 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
  71. 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
  72. Mendes-Santos C, Campos T, Ferreira D, Weiderpass E, Santana R, Andersson G. Breast Cancer Survivors’ Attitudes toward eMental Health: A Cross-Sectional Study. Healthcare 2023;11(13):1920 View
  73. Ganapathy A, Casey L, Rowland D, Grady A, Veale Sotheren K, Clough B. Methodological approaches in investigating barriers to digital mental health interventions use: a scoping review. Advances in Mental Health 2023:1 View
  74. Wagner L, Corona L, Khan N, Hooper M, Dixon A, Munoz Lavanderos A, Zheng Z, Sarkar N, Sarkar N, Warren Z. Development of an App for Tracking Family Engagement With Early Intervention Services: Focus Groups and Pilot Evaluation Study. JMIR Human Factors 2023;10:e45957 View
  75. 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
  76. Taylor R, Male R, Economides M, Bolton H, Cavanagh K. Feasibility and Preliminary Efficacy of Digital Interventions for Depressive Symptoms in Working Adults: Multiarm Randomized Controlled Trial. JMIR Formative Research 2023;7:e41590 View
  77. 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
  78. Kraft R, Reichert M, Pryss R. Mobile Crowdsensing in Ecological Momentary Assessment mHealth Studies: A Systematic Review and Analysis. Sensors 2024;24(2):472 View
  79. Haderlein T, Guzman-Clark J, Dardashti N, McMahon N, Duran E, Haun J, Robinson S, Blok A, Cutrona S, Lindsay J, Armstrong C, Nazi K, Shimada S, Wilck N, Reilly E, Kuhn E, Hogan T. Improving Veteran Engagement with Virtual Care Technologies: a Veterans Health Administration State of the Art Conference Research Agenda. Journal of General Internal Medicine 2024;39(S1):21 View
  80. Cembreros Castaño D, Moraleda Ruano Á, Nieto-Márquez N. Parental Perceived Usefulness on a School-Integrated App to Prevent Bullying and Eating Disorders. Education Sciences 2024;14(3):230 View
  81. Funnell E, Martin-Key N, Benacek J, Spadaro B, Bahn S. Preferences for and intention to use an app for premenstrual mental health symptoms using the Health Behaviour Model (HBM). npj Women's Health 2024;2(1) View
  82. Catania J, Beaver S, Kamath R, Worthington E, Lu M, Gandhi H, Waters H, Malone D. Evaluation of Digital Mental Health Technologies in the United States: A Systematic Literature Review and Framework Synthesis (Preprint). JMIR Mental Health 2024 View

Books/Policy Documents

  1. Musyimi C, Lai Y, Mutiso V, Ndetei D. Innovations in Global Mental Health. View
  2. Iyawa G, Langan-Martin J, Sevalie S, Masikara W. Impacts of Information Technology on Patient Care and Empowerment. View
  3. Martinez-Martin N. Ethical Dimensions of Commercial and DIY Neurotechnologies. View
  4. Ebben M, Murphy J. Privacy Concerns Surrounding Personal Information Sharing on Health and Fitness Mobile Apps. View
  5. Iyawa G, Langan-Martin J, Sevalie S, Masikara W. Research Anthology on Mental Health Stigma, Education, and Treatment. View
  6. Ebben M, Murphy J. Research Anthology on Privatizing and Securing Data. View
  7. Kodama K. Mobile Health (mHealth). View
  8. Musyimi C, Lai Y, Mutiso V, Ndetei D. Innovations in Global Mental Health. View
  9. Henkel T, Linn A, van der Goot M. Chatbot Research and Design. View
  10. Vial S, Boudhraâ S. Revolutions in Product Design for Healthcare. View
  11. Alhejaili A, Blustein J. HCI International 2023 Posters. View
  12. Kabir R, Syed H, Vinnakota D, Sivasubramanian M, Hitch G, Okello S, Sharon-Shivuli-Isigi , Pulikkottil A, Mahmud I, Dehghani L, Parsa A. Deep Learning in Personalized Healthcare and Decision Support. View
  13. Rubeis G. Ethics of Medical AI. View
  14. Guracho Y, Thomas S, Almutairi N, Win K. Persuasive Technology. View