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

mHealth for Symptom and Disease Monitoring, Chronic Disease Management (1309) Mobile Health (mhealth) (2765) e-Mental Health and Cyberpsychology (1402) Mobile Health in Psychiatry (401)

Published on in Vol 2, No 1 (2014): Jan-Mar

Smartphone Ownership and Interest in Mobile Applications to Monitor Symptoms of Mental Health Conditions

Smartphone Ownership and Interest in Mobile Applications to Monitor Symptoms of Mental Health Conditions

Smartphone Ownership and Interest in Mobile Applications to Monitor Symptoms of Mental Health Conditions

Authors of this article:

John Torous1, 2 Author Orcid Image ;   Rohn Friedman2 ;   Matcheri Keshavan2
Article Authors Cited by (198) Tweetations (27) Metrics

Journals

  1. Noel V, Acquilano S, Carpenter-Song E, Drake R. Use of Mobile and Computer Devices to Support Recovery in People With Serious Mental Illness: Survey Study. JMIR Mental Health 2019;6(2):e12255 View
  2. Stiles-Shields C, Montague E, Lattie E, Schueller S, Kwasny M, Mohr D. Exploring User Learnability and Learning Performance in an App for Depression: Usability Study. JMIR Human Factors 2017;4(3):e18 View
  3. Pemberton R, Fuller Tyszkiewicz M. Factors contributing to depressive mood states in everyday life: A systematic review. Journal of Affective Disorders 2016;200:103 View
  4. Bell I, Alvarez-Jimenez M. Digital Technology to Enhance Clinical Care of Early Psychosis. Current Treatment Options in Psychiatry 2019;6(3):256 View
  5. Bakker D, Kazantzis N, Rickwood D, Rickard N. Development and Pilot Evaluation of Smartphone-Delivered Cognitive Behavior Therapy Strategies for Mood- and Anxiety-Related Problems: MoodMission. Cognitive and Behavioral Practice 2018;25(4):496 View
  6. Griffiths H. The Acceptability and Feasibility of Using Text Messaging to Support the Delivery of Physical Health Care in those Suffering from a Psychotic Disorder: a Review of the Literature. Psychiatric Quarterly 2020;91(4):1305 View
  7. BinDhim N, Alanazi E, Aljadhey H, Basyouni M, Kowalski S, Pont L, Shaman A, Trevena L, Alhawassi T. Does a Mobile Phone Depression-Screening App Motivate Mobile Phone Users With High Depressive Symptoms to Seek a Health Care Professional’s Help?. Journal of Medical Internet Research 2016;18(6):e156 View
  8. Woo Y, Bahk W, Hong J, Yoon B, Hwang T, Kim M, Jon D. Use of a smartphone application to screen for bipolar spectrum disorder in a community sample. Health Informatics Journal 2016;22(3):779 View
  9. Moran J, Kelly G, Haberlin C, Mockler D, Broderick J. The use of eHealth to promote physical activity in people with mental health conditions: a systematic review. HRB Open Research 2018;1:5 View
  10. Ervasti M, Kallio J, Määttänen I, Mäntyjärvi J, Jokela M. Influence of Personality and Differences in Stress Processing Among Finnish Students on Interest to Use a Mobile Stress Management App: Survey Study. JMIR Mental Health 2019;6(5):e10039 View
  11. Chan S, Torous J, Hinton L, Yellowlees P. Towards a Framework for Evaluating Mobile Mental Health Apps. Telemedicine and e-Health 2015;21(12):1038 View
  12. Garcia-Ceja E, Riegler M, Nordgreen T, Jakobsen P, Oedegaard K, Tørresen J. Mental health monitoring with multimodal sensing and machine learning: A survey. Pervasive and Mobile Computing 2018;51:1 View
  13. Shrestha R, Karki P, Copenhaver M. Interest in use of mHealth technology in HIV prevention and associated factors among high-risk drug users enrolled in methadone maintenance program. AIDS Care 2017;29(9):1144 View
  14. Arps E, Friesen M, Overall N. Promoting Youth Mental Health via Text‐Messages: A New Zealand Feasibility Study. Applied Psychology: Health and Well-Being 2018;10(3):457 View
  15. Moussa Y, Mahdanian A, Yu C, Segal M, Looper K, Vahia I, Rej S. Mobile Health Technology in Late-Life Mental Illness: A Focused Literature Review. The American Journal of Geriatric Psychiatry 2017;25(8):865 View
  16. Jain N, Singh H, Koolwal G, Kumar S, Gupta A. Opportunities and barriers in service delivery through mobile phones (mHealth) for Severe Mental Illnesses in Rajasthan, India: A multi-site study. Asian Journal of Psychiatry 2015;14:31 View
  17. Kaiser T, Laireiter A. DynAMo: A Modular Platform for Monitoring Process, Outcome, and Algorithm-Based Treatment Planning in Psychotherapy. JMIR Medical Informatics 2017;5(3):e20 View
  18. Schueller S, Washburn J, Price M. Exploring mental health providers' interest in using web and mobile-based tools in their practices. Internet Interventions 2016;4:145 View
  19. Micallef C, McLeod M, Castro-Sánchez E, Gharbi M, Charani E, Moore L, Gilchrist M, Husson F, Costelloe C, Holmes A. An Evidence-Based Antimicrobial Stewardship Smartphone App for Hospital Outpatients: Survey-based Needs Assessment Among Patients. JMIR mHealth and uHealth 2016;4(3):e83 View
  20. Solmaz G, Turgut D. A Survey of Human Mobility Models. IEEE Access 2019;7:125711 View
  21. Crosby L, Bonnington O. Experiences and implications of smartphone apps for depression and anxiety. Sociology of Health & Illness 2020;42(4):925 View
  22. Gay K, Torous J, Joseph A, Pandya A, Duckworth K. Digital Technology Use Among Individuals with Schizophrenia: Results of an Online Survey. JMIR Mental Health 2016;3(2):e15 View
  23. Andreasson K, Krogh J, Bech P, Frandsen H, Buus N, Stanley B, Kerkhof A, Nordentoft M, Erlangsen A. MYPLAN –mobile phone application to manage crisis of persons at risk of suicide: study protocol for a randomized controlled trial. Trials 2017;18(1) View
  24. Tighe J, Nicholas J, Shand F, Christensen H. Efficacy of Acceptance and Commitment Therapy in Reducing Suicidal Ideation and Deliberate Self-Harm: Systematic Review. JMIR Mental Health 2018;5(2):e10732 View
  25. S. M, V.R. N, P.S. R, S. R, L. N. Pervasive computing in the context of COVID-19 prediction with AI-based algorithms. International Journal of Pervasive Computing and Communications 2020;16(5):477 View
  26. Naslund J, Bondre A, Torous J, Aschbrenner K. Social Media and Mental Health: Benefits, Risks, and Opportunities for Research and Practice. Journal of Technology in Behavioral Science 2020;5(3):245 View
  27. Armontrout J, Torous J, Fisher M, Drogin E, Gutheil T. Mobile Mental Health: Navigating New Rules and Regulations for Digital Tools. Current Psychiatry Reports 2016;18(10) View
  28. Bell I, Rossell S, Farhall J, Hayward M, Lim M, Fielding-Smith S, Thomas N. Pilot randomised controlled trial of a brief coping-focused intervention for hearing voices blended with smartphone-based ecological momentary assessment and intervention (SAVVy): Feasibility, acceptability and preliminary clinical outcomes. Schizophrenia Research 2020;216:479 View
  29. Cao J, Truong A, Banu S, Shah A, Sabharwal A, Moukaddam N. Tracking and Predicting Depressive Symptoms of Adolescents Using Smartphone-Based Self-Reports, Parental Evaluations, and Passive Phone Sensor Data: Development and Usability Study. JMIR Mental Health 2020;7(1):e14045 View
  30. Stiles-Shields C, Montague E, Lattie E, Kwasny M, Mohr D. What might get in the way: Barriers to the use of apps for depression. DIGITAL HEALTH 2017;3:205520761771382 View
  31. Abu Rahal Z, Vadas L, Manor I, Bloch B, Avital A. Use of information and communication technologies among individuals with and without serious mental illness. Psychiatry Research 2018;266:160 View
  32. Fraccaro P, Beukenhorst A, Sperrin M, Harper S, Palmier-Claus J, Lewis S, Van der Veer S, Peek N. Digital biomarkers from geolocation data in bipolar disorder and schizophrenia: a systematic review. Journal of the American Medical Informatics Association 2019;26(11):1412 View
  33. Schramm K, Grassl N, Nees J, Hoffmann J, Stepan H, Bruckner T, Haun M, Maatouk I, Haist M, Schott T, Sohn C, Schott S. Women’s Attitudes Toward Self-Monitoring of Their Pregnancy Using Noninvasive Electronic Devices: Cross-Sectional Multicenter Study. JMIR mHealth and uHealth 2019;7(1):e11458 View
  34. 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
  35. 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
  36. Moran J, Kelly G, Haberlin C, Mockler D, Broderick J. The use of eHealth to promote physical activity in people with mental health conditions: a systematic review. HRB Open Research 2018;1:5 View
  37. Simões de Almeida R, Sousa T, Marques A, Queirós C. Patients’ perspectives about the design of a mobile application for psychotic disorders. Psychology, Community & Health 2018;7(1):16 View
  38. Beiwinkel T, Hey S, Bock O, Rössler W. Supportive Mental Health Self-Monitoring among Smartphone Users with Psychological Distress: Protocol for a Fully Mobile Randomized Controlled Trial. Frontiers in Public Health 2017;5 View
  39. Atallah N, Khalifa M, El Metwally A, Househ M. The prevalence and usage of mobile health applications among mental health patients in Saudi Arabia. Computer Methods and Programs in Biomedicine 2018;156:163 View
  40. Torous J, Roberts L. The Ethical Use of Mobile Health Technology in Clinical Psychiatry. Journal of Nervous & Mental Disease 2017;205(1):4 View
  41. Betthauser L, Stearns-Yoder K, McGarity S, Smith V, Place S, Brenner L. Mobile App for Mental Health Monitoring and Clinical Outreach in Veterans: Mixed Methods Feasibility and Acceptability Study. Journal of Medical Internet Research 2020;22(8):e15506 View
  42. Hung G, Yang P, Chang C, Chiang J, Chen Y. Predicting Negative Emotions Based on Mobile Phone Usage Patterns: An Exploratory Study. JMIR Research Protocols 2016;5(3):e160 View
  43. Di Matteo D, Fine A, Fotinos K, Rose J, Katzman M. Patient Willingness to Consent to Mobile Phone Data Collection for Mental Health Apps: Structured Questionnaire. JMIR Mental Health 2018;5(3):e56 View
  44. Beiwinkel T, Kindermann S, Maier A, Kerl C, Moock J, Barbian G, Rössler W. Using Smartphones to Monitor Bipolar Disorder Symptoms: A Pilot Study. JMIR Mental Health 2016;3(1):e2 View
  45. Ben-Zeev D, Kaiser S, Krzos I. Remote “Hovering” With Individuals With Psychotic Disorders and Substance Use: Feasibility, Engagement, and Therapeutic Alliance With a Text-Messaging Mobile Interventionist. Journal of Dual Diagnosis 2014;10(4):197 View
  46. Vitger T, Austin S, Petersen L, Tønder E, Nordentoft M, Korsbek L. The Momentum trial: the efficacy of using a smartphone application to promote patient activation and support shared decision making in people with a diagnosis of schizophrenia in outpatient treatment settings: a randomized controlled single-blind trial. BMC Psychiatry 2019;19(1) View
  47. Wu E, Torous J, Harper G. A Gap in the Literature: Clinical Role for Smartphone Applications for Depression Care Among Adolescents?. Journal of the American Academy of Child & Adolescent Psychiatry 2016;55(7):630 View
  48. Perle J, Hommel K. A Proposed Parent Management Training-Focused Smartphone App: How mHealth Can Foster Improved Inter-session Adherence and Behavioral Monitoring. Journal of Technology in Behavioral Science 2017;2(1):49 View
  49. Prada P, Zamberg I, Bouillault G, Jimenez N, Zimmermann J, Hasler R, Aubry J, Nicastro R, Perroud N. EMOTEO: A Smartphone Application for Monitoring and Reducing Aversive Tension in Borderline Personality Disorder Patients, a Pilot Study. Perspectives in Psychiatric Care 2017;53(4):289 View
  50. Torous J, Wisniewski H, Liu G, Keshavan M. Mental Health Mobile Phone App Usage, Concerns, and Benefits Among Psychiatric Outpatients: Comparative Survey Study. JMIR Mental Health 2018;5(4):e11715 View
  51. Macias C, Panch T, Hicks Y, Scolnick J, Weene D, Öngür D, Cohen B. Using Smartphone Apps to Promote Psychiatric and Physical Well-Being. Psychiatric Quarterly 2015;86(4):505 View
  52. Larsen M, Nicholas J, Christensen H, Seedat S. A Systematic Assessment of Smartphone Tools for Suicide Prevention. PLOS ONE 2016;11(4):e0152285 View
  53. Smith D. Digital phenotyping approaches and mobile devices enhance CNS biopharmaceutical research and development. Neuropsychopharmacology 2018;43(13):2504 View
  54. Hallgren K, Bauer A, Atkins D. Digital technology and clinical decision making in depression treatment: Current findings and future opportunities. Depression and Anxiety 2017;34(6):494 View
  55. Bradley S, Haun J, Powell-Cope G, Haire S, Belanger H. Qualitative assessment of the use of a smart phone application to manage post-concussion symptoms in Veterans with traumatic brain injury. Brain Injury 2020;34(8):1031 View
  56. Fisher A, Boswell J. Enhancing the Personalization of Psychotherapy With Dynamic Assessment and Modeling. Assessment 2016;23(4):496 View
  57. Carleton K, Patel U, Stein D, Mou D, Mallow A, Blackmore M. Enhancing the scalability of the collaborative care model for depression using mobile technology. Translational Behavioral Medicine 2020;10(3):573 View
  58. Liddle J, Wishink A, Springfield L, Gustafsson L, Ireland D, Silburn P. Can smartphones measure momentary quality of life and participation? A proof of concept using experience sampling surveys with university students. Australian Occupational Therapy Journal 2017;64(4):294 View
  59. Rieger A, Gaines A, Barnett I, Baldassano C, Connolly Gibbons M, Crits-Christoph P. Psychiatry Outpatients’ Willingness to Share Social Media Posts and Smartphone Data for Research and Clinical Purposes: Survey Study. JMIR Formative Research 2019;3(3):e14329 View
  60. El Morr C, Layal M. Effectiveness of ICT-based intimate partner violence interventions: a systematic review. BMC Public Health 2020;20(1) View
  61. Bartels S, van Knippenberg R, Dassen F, Asaba E, Patomella A, Malinowsky C, Verhey F, de Vugt M. A narrative synthesis systematic review of digital self-monitoring interventions for middle-aged and older adults. Internet Interventions 2019;18:100283 View
  62. Zanella-Calzada L, Galván-Tejada C, Chávez-Lamas N, Gracia-Cortés M, Magallanes-Quintanar R, Celaya-Padilla J, Galván-Tejada J, Gamboa-Rosales H. Feature Extraction in Motor Activity Signal: Towards a Depression Episodes Detection in Unipolar and Bipolar Patients. Diagnostics 2019;9(1):8 View
  63. Raugh I, James S, Gonzalez C, Chapman H, Cohen A, Kirkpatrick B, Strauss G. Geolocation as a Digital Phenotyping Measure of Negative Symptoms and Functional Outcome. Schizophrenia Bulletin 2020;46(6):1596 View
  64. Nahum M, Van Vleet T, Sohal V, Mirzabekov J, Rao V, Wallace D, Lee M, Dawes H, Stark-Inbar A, Jordan J, Biagianti B, Merzenich M, Chang E. Immediate Mood Scaler: Tracking Symptoms of Depression and Anxiety Using a Novel Mobile Mood Scale. JMIR mHealth and uHealth 2017;5(4):e44 View
  65. Bonnot O. Une utilisation du smartphone dans le soin en psychiatrie de l’enfant et de l’adolescent : l’exemple de l’autisme. Annales Médico-psychologiques, revue psychiatrique 2017;175(5):451 View
  66. . Digital Sensory Phenotyping for Psychiatric Disorders. Journal of Psychiatry and Brain Science 2020 View
  67. Dai M, Xu J, Lin J, Wang Z, Huang W, Huang J. Willingness to Use Mobile Health in Glaucoma Patients. Telemedicine and e-Health 2017;23(10):822 View
  68. Nicholas J, Boydell K, Christensen H. Beyond symptom monitoring: Consumer needs for bipolar disorder self-management using smartphones. European Psychiatry 2017;44:210 View
  69. Carpenter-Song E, Noel V, Acquilano S, Drake R. Real-World Technology Use Among People With Mental Illnesses: Qualitative Study. JMIR Mental Health 2018;5(4):e10652 View
  70. Aboujaoude E, Salame W, Naim L. Telemental health: A status update. World Psychiatry 2015;14(2):223 View
  71. Livingston N, Shingleton R, Heilman M, Brief D. Self-help Smartphone Applications for Alcohol Use, PTSD, Anxiety, and Depression: Addressing the New Research-Practice Gap. Journal of Technology in Behavioral Science 2019;4(2):139 View
  72. Torous J. Beyond the Impact Factor: Reflecting on Twenty Years of Leading Efforts in Research, Innovation in Publishing, and Investment in People. Journal of Medical Internet Research 2019;21(10):e16390 View
  73. Bommakanti K, Smith L, Liu L, Do D, Cuevas-Mota J, Collins K, Munoz F, Rodwell T, Garfein R. Requiring smartphone ownership for mHealth interventions: who could be left out?. BMC Public Health 2020;20(1) View
  74. Chin E. ‘Hope givers’? A scoping review of new media and mental health in 27 Australian Christian organisations. Mental Health, Religion & Culture 2018;21(1):1 View
  75. Melia R, Francis K, Hickey E, Bogue J, Duggan J, O'Sullivan M, Young K. Mobile Health Technology Interventions for Suicide Prevention: Systematic Review. JMIR mHealth and uHealth 2020;8(1):e12516 View
  76. Sarda A, Munuswamy S, Sarda S, Subramanian V. Using Passive Smartphone Sensing for Improved Risk Stratification of Patients With Depression and Diabetes: Cross-Sectional Observational Study. JMIR mHealth and uHealth 2019;7(1):e11041 View
  77. Torous J, Staples P, Shanahan M, Lin C, Peck P, Keshavan M, Onnela J. Utilizing a Personal Smartphone Custom App to Assess the Patient Health Questionnaire-9 (PHQ-9) Depressive Symptoms in Patients With Major Depressive Disorder. JMIR Mental Health 2015;2(1):e8 View
  78. Rai M, Vigod S, Hensel J. Barriers to Office-Based Mental Health Care and Interest in E-Communication With Providers: A Survey Study. JMIR Mental Health 2016;3(3):e35 View
  79. Dobscha S, Denneson L, Pisciotta M, Bourne D, Chen J, Philipps-Moses D, Woods S. Predictors of viewing progress notes among users of VA’s electronic health portal who receive mental health care. JAMIA Open 2018;1(1):122 View
  80. Chan S, Torous J, Hinton L, Yellowlees P. Mobile Tele-Mental Health: Increasing Applications and a Move to Hybrid Models of Care. Healthcare 2014;2(2):220 View
  81. Chan S, Parish M, Yellowlees P. Telepsychiatry Today. Current Psychiatry Reports 2015;17(11) View
  82. Lattie E, Schueller S, Sargent E, Stiles-Shields C, Tomasino K, Corden M, Begale M, Karr C, Mohr D. Uptake and usage of IntelliCare: A publicly available suite of mental health and well-being apps. Internet Interventions 2016;4:152 View
  83. Colombo D, Fernández-Álvarez J, Patané A, Semonella M, Kwiatkowska M, García-Palacios A, Cipresso P, Riva G, Botella C. Current State and Future Directions of Technology-Based Ecological Momentary Assessment and Intervention for Major Depressive Disorder: A Systematic Review. Journal of Clinical Medicine 2019;8(4):465 View
  84. Vachon H, Viechtbauer W, Rintala A, Myin-Germeys I. Compliance and Retention With the Experience Sampling Method Over the Continuum of Severe Mental Disorders: Meta-Analysis and Recommendations. Journal of Medical Internet Research 2019;21(12):e14475 View
  85. Hidalgo-Mazzei D, Llach C, Vieta E. mHealth in affective disorders: hype or hope? A focused narrative review. International Clinical Psychopharmacology 2020;35(2):61 View
  86. Sinha Deb K, Tuli A, Sood M, Chadda R, Verma R, Kumar S, Ganesh R, Singh P, Soundy A. Is India ready for mental health apps (MHApps)? A quantitative-qualitative exploration of caregivers’ perspective on smartphone-based solutions for managing severe mental illnesses in low resource settings. PLOS ONE 2018;13(9):e0203353 View
  87. Torous J, Chan S, Yee-Marie Tan S, Behrens J, Mathew I, Conrad E, Hinton L, Yellowlees P, Keshavan M. Patient Smartphone Ownership and Interest in Mobile Apps to Monitor Symptoms of Mental Health Conditions: A Survey in Four Geographically Distinct Psychiatric Clinics. JMIR Mental Health 2014;1(1):e5 View
  88. Bry L, Chou T, Miguel E, Comer J. Consumer Smartphone Apps Marketed for Child and Adolescent Anxiety: A Systematic Review and Content Analysis. Behavior Therapy 2018;49(2):249 View
  89. Melia R, Francis K, Duggan J, Bogue J, O'Sullivan M, Chambers D, Young K. Mobile Health Technology Interventions for Suicide Prevention: Protocol for a Systematic Review and Meta-Analysis. JMIR Research Protocols 2018;7(1):e28 View
  90. Beard C, Ramadurai R, McHugh R, Pollak J, Björgvinsson T. HabitWorks: Development of a CBM-I Smartphone App to Augment and Extend Acute Treatment. Behavior Therapy 2021;52(2):365 View
  91. Cheng P, Ramos R, Bitsch J, Jonas S, Ix T, See P, Wehrle K. Psychologist in a Pocket: Lexicon Development and Content Validation of a Mobile-Based App for Depression Screening. JMIR mHealth and uHealth 2016;4(3):e88 View
  92. Hidalgo-Mazzei D, Nikolova V, Kitchen S, Young A. Internet-connected devices ownership, use and interests in bipolar disorder: from desktop to mobile mental health. Digital Psychiatry 2019;2(1):1 View
  93. Jansen R, Reid M. Communication Technology Use by Caregivers of Adolescents With Mental Health Issues: Systematic Review. JMIR mHealth and uHealth 2020;8(8):e13179 View
  94. 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
  95. Perry B, Singh S. A virtual reality: Technology′s impact on youth mental health. Indian Journal of Social Psychiatry 2016;32(3):222 View
  96. Beard C, Silverman A, Forgeard M, Wilmer M, Torous J, Björgvinsson T. Smartphone, Social Media, and Mental Health App Use in an Acute Transdiagnostic Psychiatric Sample. JMIR mHealth and uHealth 2019;7(6):e13364 View
  97. Pronk T, Wiers R, Molenkamp B, Murre J. Mental chronometry in the pocket? Timing accuracy of web applications on touchscreen and keyboard devices. Behavior Research Methods 2020;52(3):1371 View
  98. Parker G, Tavella G. Design limitations to bipolar II treatment efficacy studies: A challenge and a revisionist strategy. Journal of Affective Disorders 2018;229:334 View
  99. 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
  100. Trifan A, Oliveira M, Oliveira J. Passive Sensing of Health Outcomes Through Smartphones: Systematic Review of Current Solutions and Possible Limitations. JMIR mHealth and uHealth 2019;7(8):e12649 View
  101. Espinoza W, Paredes E, Shen J. Effect of a mobile application on the precision of the preliminary diagnosis of anxiety. Cogent Engineering 2020;7(1):1765689 View
  102. Mohr D, Tomasino K, Lattie E, Palac H, Kwasny M, Weingardt K, Karr C, Kaiser S, Rossom R, Bardsley L, Caccamo L, Stiles-Shields C, Schueller S. IntelliCare: An Eclectic, Skills-Based App Suite for the Treatment of Depression and Anxiety. Journal of Medical Internet Research 2017;19(1):e10 View
  103. Nebeker C, Murray K, Holub C, Haughton J, Arredondo E. Acceptance of Mobile Health in Communities Underrepresented in Biomedical Research: Barriers and Ethical Considerations for Scientists. JMIR mHealth and uHealth 2017;5(6):e87 View
  104. O'Grady C, Melia R, Bogue J, O'Sullivan M, Young K, Duggan J. A Mobile Health Approach for Improving Outcomes in Suicide Prevention (SafePlan). Journal of Medical Internet Research 2020;22(7):e17481 View
  105. Zhang M, Ho R, Mcintyre R. The `WikiGuidelines' smartphone application: Bridging the gaps in availability of evidence-based smartphone mental health applications. Technology and Health Care 2016;24(4):587 View
  106. Kwan V, Hagen G, Noel M, Dobson K, Yeates K. Healthcare at Your Fingertips: The Professional Ethics of Smartphone Health-Monitoring Applications. Ethics & Behavior 2017;27(8):615 View
  107. Kumar D, Tully L, Iosif A, Zakskorn L, Nye K, Zia A, Niendam T. A Mobile Health Platform for Clinical Monitoring in Early Psychosis: Implementation in Community-Based Outpatient Early Psychosis Care. JMIR Mental Health 2018;5(1):e15 View
  108. Van Vleet T, Stark-Inbar A, Merzenich M, Jordan J, Wallace D, Lee M, Dawes H, Chang E, Nahum M. Biases in processing of mood-congruent facial expressions in depression. Psychiatry Research 2019;275:143 View
  109. Ventura J, Chung J. The Lighten Your Life Program: An Educational Support Group Intervention That Used a Mobile App for Managing Depressive Symptoms and Chronic Pain. Journal of Psychosocial Nursing and Mental Health Services 2019;57(7):39 View
  110. Torous J, Staples P, Onnela J. Realizing the Potential of Mobile Mental Health: New Methods for New Data in Psychiatry. Current Psychiatry Reports 2015;17(8) View
  111. Torous J, Powell A, Knable M. Quality Assessment of Self-Directed Software and Mobile Applications for the Treatment of Mental Illness. Psychiatric Annals 2016;46(10):579 View
  112. Powell A, Chen M, Thammachart C. The Economic Benefits of Mobile Apps for Mental Health and Telepsychiatry Services When Used by Adolescents. Child and Adolescent Psychiatric Clinics of North America 2017;26(1):125 View
  113. Wright J, Mishkind M, Eells T, Chan S. Computer-Assisted Cognitive-Behavior Therapy and Mobile Apps for Depression and Anxiety. Current Psychiatry Reports 2019;21(7) View
  114. Borah T, Murray A, Eisner M, Jugl I. Developing and Validating an Experience Sampling Measure of Aggression: The Aggression-ES Scale. Journal of Interpersonal Violence 2021;36(11-12):NP6166 View
  115. Drissi N, Ouhbi S, Janati Idrissi M, Fernandez-Luque L, Ghogho M. Connected Mental Health: Systematic Mapping Study. Journal of Medical Internet Research 2020;22(8):e19950 View
  116. East M, Havard B. Mental Health Mobile Apps: From Infusion to Diffusion in the Mental Health Social System. JMIR Mental Health 2015;2(1):e10 View
  117. Kannisto K, Adams C, Koivunen M, Katajisto J, Välimäki M. Feedback on SMS reminders to encourage adherence among patients taking antipsychotic medication: a cross-sectional survey nested within a randomised trial. BMJ Open 2015;5(11):e008574 View
  118. Glasgow T, Le H, Scott Geller E, Fan Y, Hankey S. How transport modes, the built and natural environments, and activities influence mood: A GPS smartphone app study. Journal of Environmental Psychology 2019;66:101345 View
  119. Chan E, Sun Y, Aitchison K, Sivapalan S. Mobile App–Based Self-Report Questionnaires for the Assessment and Monitoring of Bipolar Disorder: Systematic Review. JMIR Formative Research 2021;5(1):e13770 View
  120. Blease C, Locher C, Leon-Carlyle M, Doraiswamy M. Artificial intelligence and the future of psychiatry: Qualitative findings from a global physician survey. DIGITAL HEALTH 2020;6:205520762096835 View
  121. Li H, Yang S, Chi H, Xu L, Zhang T, Singleton G, Tang Y, Stone W, Wang J. Enhancing attention and memory of individuals at clinical high risk for psychosis with mHealth technology. Asian Journal of Psychiatry 2021;58:102587 View
  122. Zangger M, Wälchli C, Stefenelli U, Stute P. The use of mobile health applications for the prevention of non-communicable diseases. Health and Technology 2021;11(3):585 View
  123. BinDhim N, Shaman A, Trevena L, Basyouni M, Pont L, Alhawassi T. Depression screening via a smartphone app: cross-country user characteristics and feasibility. Journal of the American Medical Informatics Association 2015;22(1):29 View
  124. Marques G, Drissi N, Díez I, de Abajo B, Ouhbi S. Impact of COVID-19 on the psychological health of university students in Spain and their attitudes toward Mobile mental health solutions. International Journal of Medical Informatics 2021;147:104369 View
  125. Devi D, Sophia S, Athithya Janani A, Karpagam M. WITHDRAWN: Brain wave based cognitive state prediction for monitoring health care conditions. Materials Today: Proceedings 2020 View
  126. Afek A, Ben-Avraham R, Davidov A, Berezin Cohen N, Ben Yehuda A, Gilboa Y, Nahum M. Psychological Resilience, Mental Health, and Inhibitory Control Among Youth and Young Adults Under Stress. Frontiers in Psychiatry 2021;11 View
  127. 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
  128. Fucà E, Costanzo F, Bonutto D, Moretti A, Fini A, Ferraiuolo A, Vicari S, Tozzi A. Mobile-Health Technologies for a Child Neuropsychiatry Service: Development and Usability of the Assioma Digital Platform. International Journal of Environmental Research and Public Health 2021;18(5):2758 View
  129. Fellendorf F, Hamm C, Dalkner N, Platzer M, Sattler M, Bengesser S, Lenger M, Pilz R, Birner A, Queissner R, Tmava-Berisha A, Ratzenhofer M, Maget A, van Poppel M, Reininghaus E. Monitoring Sleep Changes via a Smartphone App in Bipolar Disorder: Practical Issues and Validation of a Potential Diagnostic Tool. Frontiers in Psychiatry 2021;12 View
  130. Ghanbari E, Yektatalab S, Mehrabi M. Effects of Psychoeducational Interventions Using Mobile Apps and Mobile-Based Online Group Discussions on Anxiety and Self-Esteem in Women With Breast Cancer: Randomized Controlled Trial. JMIR mHealth and uHealth 2021;9(5):e19262 View
  131. Betthauser L, Forster J, Bortz A, Penzenik M, Hernández T, Bahraini N, Brenner L. Strength and awareness in action: Feasibility of a yoga-based intervention for post-acute mild TBI headaches among veterans. Contemporary Clinical Trials Communications 2021;22:100762 View
  132. Moses J, Adibi S, Shariful Islam S, Wickramasinghe N, Nguyen L. Application of Smartphone Technologies in Disease Monitoring: A Systematic Review. Healthcare 2021;9(7):889 View
  133. Braciszewski J. Digital Technology for Suicide Prevention. Advances in Psychiatry and Behavioral Health 2021;1(1):53 View
  134. Woodward K, Kanjo E, Brown D, McGinnity T, Inkster B, Macintyre D, Tsanas A. Beyond Mobile Apps: A Survey of Technologies for Mental Well-Being. IEEE Transactions on Affective Computing 2022;13(3):1216 View
  135. MOUKADDAM N, TRUONG A, CAO J, SHAH A, SABHARWAL A. Findings From a Trial of the Smartphone and OnLine Usage-based eValuation for Depression (SOLVD) Application: What Do Apps Really Tell Us About Patients with Depression? Concordance Between App-Generated Data and Standard Psychiatric Questionnaires for Depression and Anxiety. Journal of Psychiatric Practice 2019;25(5):365 View
  136. Kim S, Lee K. Screening for Depression in Mobile Devices Using Patient Health Questionnaire-9 (PHQ-9) Data: A Diagnostic Meta-Analysis via Machine Learning Methods. Neuropsychiatric Disease and Treatment 2021;Volume 17:3415 View
  137. Drissi N, Ouhbi S, Serhani M, Marques G, de la Torre Díez I. Connected Mental Health Solutions: Global Attitudes, Preferences, and Concerns. Telemedicine and e-Health 2023;29(3):315 View
  138. Forchuk C, Serrato J, Lizotte D, Mann R, Taylor G, Husni S. Developing a Smart Home Technology Innovation for People With Physical and Mental Health Problems: Considerations and Recommendations. JMIR mHealth and uHealth 2022;10(4):e25116 View
  139. Allgaier J, Schlee W, Langguth B, Probst T, Pryss R. Predicting the gender of individuals with tinnitus based on daily life data of the TrackYourTinnitus mHealth platform. Scientific Reports 2021;11(1) View
  140. Tseng Y, Lin E, Wu C, Huang H, Chen P. Associations among smartphone app-based measurements of mood, sleep and activity in bipolar disorder. Psychiatry Research 2022;310:114425 View
  141. Kim S, Lee M, Jeong H, Jang Y. Effectiveness of mobile applications for patients with severe mental illness: A meta‐analysis of randomized controlled trials. Japan Journal of Nursing Science 2022;19(3) View
  142. Alhasani M, Mulchandani D, Oyebode O, Baghaei N, Orji R. A Systematic and Comparative Review of Behavior Change Strategies in Stress Management Apps: Opportunities for Improvement. Frontiers in Public Health 2022;10 View
  143. Zainal N, Newman M. A randomized controlled trial of a 14-day mindfulness ecological momentary intervention (MEMI) for generalized anxiety disorder. European Psychiatry 2023;66(1) View
  144. AboMoslim M, Babili A, Ghaseminejad-Tafreshi N, Manson M, Fattah F, El Joueidi S, Staples J, Tam P, Lester R. Mobile phone access and preferences among medical inpatients at an urban Canadian hospital for post-discharge planning: A pre-COVID-19 cross-sectional survey. Frontiers in Digital Health 2022;4 View
  145. Popescu C, Golden G, Benrimoh D, Tanguay-Sela M, Slowey D, Lundrigan E, Williams J, Desormeau B, Kardani D, Perez T, Rollins C, Israel S, Perlman K, Armstrong C, Baxter J, Whitmore K, Fradette M, Felcarek-Hope K, Soufi G, Fratila R, Mehltretter J, Looper K, Steiner W, Rej S, Karp J, Heller K, Parikh S, McGuire-Snieckus R, Ferrari M, Margolese H, Turecki G. Evaluating the Clinical Feasibility of an Artificial Intelligence–Powered, Web-Based Clinical Decision Support System for the Treatment of Depression in Adults: Longitudinal Feasibility Study. JMIR Formative Research 2021;5(10):e31862 View
  146. Berdahl C, Henreid A, Pevnick J, Zheng K, Nuckols T. Digital Tools Designed to Obtain the History of Present Illness From Patients: Scoping Review. Journal of Medical Internet Research 2022;24(11):e36074 View
  147. Yao R, Zhang W, Evans R, Cao G, Rui T, Shen L. Inequities in Health Care Services Caused by the Adoption of Digital Health Technologies: Scoping Review. Journal of Medical Internet Research 2022;24(3):e34144 View
  148. Leigh J, Gerber B, Gans C, Kansal M, Kitsiou S. Smartphone Ownership and Interest in Mobile Health Technologies for Self-care Among Patients With Chronic Heart Failure: Cross-sectional Survey Study. JMIR Cardio 2022;6(1):e31982 View
  149. Xu W, Wang W, Portanova J, Chander A, Campbell A, Pakhomov S, Ben-Zeev D, Cohen T. Fully automated detection of formal thought disorder with Time-series Augmented Representations for Detection of Incoherent Speech (TARDIS). Journal of Biomedical Informatics 2022;126:103998 View
  150. 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
  151. 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
  152. Orsolini L, Appignanesi C, Pompili S, Volpe U. The role of digital tools in providing youth mental health: results from an international multi-center study. International Review of Psychiatry 2022;34(7-8):809 View
  153. Chen J, Wijesundara J, Enyim G, Lombardini L, Gerber B, Houston T, Sadasivam R. Understanding Patients’ Intention to Use Digital Health Apps That Support Postdischarge Symptom Monitoring by Providers Among Patients With Acute Coronary Syndrome: Survey Study. JMIR Human Factors 2022;9(1):e34452 View
  154. Qirtas M, Zafeiridi E, Pesch D, White E. Loneliness and Social Isolation Detection Using Passive Sensing Techniques: Scoping Review. JMIR mHealth and uHealth 2022;10(4):e34638 View
  155. Tang Y, Gierc M, Lam R, Liu S, Faulkner G. The Effectiveness of Internet-Guided Self-help Interventions to Promote Physical Activity Among Individuals With Depression: Systematic Review. JMIR Mental Health 2022;9(12):e38049 View
  156. Melia R, Monahan L, Duggan J, Bogue J, O’Sullivan M, Young K, Chambers D, McInerney S. Exploring the experiences of mental health professionals engaged in the adoption of mobile health technology in Irish mental health services. BMC Psychiatry 2021;21(1) View
  157. Noroozi F, Marjanovic M, Njegus A, Escalera S, Anbarjafari G. Audio-Visual Emotion Recognition in Video Clips. IEEE Transactions on Affective Computing 2019;10(1):60 View
  158. Tong C, Kernoghan A, Lemmon K, Fernandes P, Elliott J, Sacco V, Bodemer S, Stolee P. Lessons and Reflections From an Extended Co-design Process Developing an mHealth App With and for Older Adults: Multiphase, Mixed Methods Study. JMIR Aging 2022;5(4):e39189 View
  159. Omisade O, Good A. Healthcare Professionals' Perceptions of Factors That Could Inform Adherence Interventions for Postnatal Depression Treatments. International Journal of Applied Research on Public Health Management 2022;8(1):1 View
  160. Allgaier J, Schlee W, Probst T, Pryss R. Prediction of Tinnitus Perception Based on Daily Life MHealth Data Using Country Origin and Season. Journal of Clinical Medicine 2022;11(15):4270 View
  161. Chia A, Zhang M. Digital phenotyping in psychiatry: A scoping review. Technology and Health Care 2022;30(6):1331 View
  162. Jiménez-Muñoz L, Peñuelas-Calvo I, Díaz-Oliván I, Gutiérrez-Rojas L, Baca-García E, Porras-Segovia A. Suicide Prevention in Your Pocket: A Systematic Review of Ecological Momentary Interventions for the Management of Suicidal Thoughts and Behaviors. Harvard Review of Psychiatry 2022;30(2):85 View
  163. Mastoras R, Iakovakis D, Hadjidimitriou S, Charisis V, Kassie S, Alsaadi T, Khandoker A, Hadjileontiadis L. Touchscreen typing pattern analysis for remote detection of the depressive tendency. Scientific Reports 2019;9(1) View
  164. Caplazi S. Das Smartphone als Medium in der Psychotherapie. Psychotherapie-Wissenschaft 2023;13(1):73 View
  165. Tully L, Nye K, Ereshefsky S, Tryon V, Hakusui C, Savill M, Niendam T. Incorporating Community Partner Perspectives on eHealth Technology Data Sharing Practices for the California Early Psychosis Intervention Network: Qualitative Focus Group Study With a User-Centered Design Approach. JMIR Human Factors 2023;10:e44194 View
  166. Eghdami S, Ahmadkhaniha H, Baradaran H, Hirbod-Mobarakeh A. Ecological momentary interventions for smoking cessation: a systematic review and meta-analysis. Social Psychiatry and Psychiatric Epidemiology 2023;58(10):1431 View
  167. Singh N, Kapoor R. Multi-modal Expression Detection (MED): A cutting-edge review of current trends, challenges and solutions. Engineering Applications of Artificial Intelligence 2023;125:106661 View
  168. 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
  169. 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
  170. Alan H. A comprehensive evaluation of digital mental health literature: an integrative review and bibliometric analysis. Behaviour & Information Technology 2024:1 View
  171. Bell I, Lim M, Rossell S, Thomas N. Ecological Momentary Assessment and Intervention in the Treatment of Psychotic Disorders: A Systematic Review. Psychiatric Services 2017;68(11):1172 View
  172. Olier Herrera J, Ferreras López B, Guzmán-Sabogal Y, Peña Pérez D, Ramírez Cruz M. Uso de herramientas virtuales para el abordaje inicial en pacientes con síntomas de salud mental: una revisión de la literatura. Persona y Bioética 2024;27(2):1 View
  173. Schmied E, Hack L, Connemann B, Sosic-Vasic Z, Kroener J. You’re not alone: imagery rescripting for adolescents who self-harm. Frontiers in Psychology 2024;15 View
  174. Bonnot O, Bonneau D, Doudard A, Duverger P. Rationale and protocol for using a smartphone application to study autism spectrum disorders: SMARTAUTISM. BMJ Open 2016;6(11):e012135 View

Books/Policy Documents

  1. Boon J, Fung D. Child and Adolescent Psychiatry. View
  2. Eftychiou L, El Morr C. The Digitization of Healthcare. View
  3. Bregenzer A, Jiménez P. Handbuch Digitale Wirtschaft. View
  4. Yang P, Chang C, Chen Y, Chiang J, Hung G. Health Information Science. View
  5. Messner E, Probst T, O’Rourke T, Stoyanov S, Baumeister H. Digital Phenotyping and Mobile Sensing. View
  6. Harjumaa M, Halttu K, Koistinen K, Oinas-Kukkonen H. Nordic Contributions in IS Research. View
  7. Bregenzer A, Jiménez P. Handbuch Medizinökonomie I. View
  8. Flores-Martin D, Laso S, Berrocal J, Murillo J. Gerontechnology III. View
  9. Messner E, Probst T, O’Rourke T, Stoyanov S, Baumeister H. Digital Phenotyping and Mobile Sensing. View
  10. Ong E. Early Identification and Intervention of Suicide Risk in Chinese Young Adults. View
  11. Bregenzer A, Jiménez P. Handbuch Medizinökonomie I. View
  12. Alimoradi Z, Griffiths M, Pakpour A. Handbook of Cognitive Behavioral Therapy by Disorder. View
  13. Anmella G, Hidalgo-Mazzei D, Vieta E. Digital Mental Health. View
  14. Strauss J, Zhang J, Jarrett M, Patterson B, Van Ameringen M. Mental Health in a Digital World. View
  15. Flore J. The Artefacts of Digital Mental Health. View
  16. Gill S, Chaudhary A, Sharma B, Ponnusamy S. Wearable Devices, Surveillance Systems, and AI for Women's Wellbeing. View