Published on in Vol 15, No 10 (2013): October

Rethinking the Dose-Response Relationship Between Usage and Outcome in an Online Intervention for Depression: Randomized Controlled Trial

Rethinking the Dose-Response Relationship Between Usage and Outcome in an Online Intervention for Depression: Randomized Controlled Trial

Rethinking the Dose-Response Relationship Between Usage and Outcome in an Online Intervention for Depression: Randomized Controlled Trial

Journals

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  9. van den Berg S, Gielissen M, Custers J, van der Graaf W, Ottevanger P, Prins J. BREATH: Web-Based Self-Management for Psychological Adjustment After Primary Breast Cancer—Results of a Multicenter Randomized Controlled Trial. Journal of Clinical Oncology 2015;33(25):2763 View
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  11. Wilson D, Sweeney A, Law L, Kitzman-Ulrich H, Resnicow K. Web-Based Program Exposure and Retention in the Families Improving Together for Weight Loss Trial. Annals of Behavioral Medicine 2019;53(4):399 View
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  16. Flett J, Fletcher B, Riordan B, Patterson T, Hayne H, Conner T. The peril of self-reported adherence in digital interventions: A brief example. Internet Interventions 2019;18:100267 View
  17. Nurmi J, Knittle K, Ginchev T, Khattak F, Helf C, Zwickl P, Castellano-Tejedor C, Lusilla-Palacios P, Costa-Requena J, Ravaja N, Haukkala A. Engaging Users in the Behavior Change Process With Digitalized Motivational Interviewing and Gamification: Development and Feasibility Testing of the Precious App. JMIR mHealth and uHealth 2020;8(1):e12884 View
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  20. Becker D, van Breda W, Funk B, Hoogendoorn M, Ruwaard J, Riper H. Predictive modeling in e-mental health: A common language framework. Internet Interventions 2018;12:57 View
  21. Morgan A, Rapee R, Salim A, Bayer J. Predicting Response to an Internet-Delivered Parenting Program for Anxiety in Early Childhood. Behavior Therapy 2018;49(2):237 View
  22. Lally R, Kupzyk K, Gallo S, Berry D. Use of an Unguided, Web-Based Distress Self-Management Program After Breast Cancer Diagnosis: Sub-Analysis of CaringGuidance Pilot Study. Journal of Medical Internet Research 2020;22(7):e19734 View
  23. Morgan A, Rapee R, Bayer J. Prevention and early intervention of anxiety problems in young children: A pilot evaluation of Cool Little Kids Online. Internet Interventions 2016;4:105 View
  24. Erickson L, Emerson A, Russell C. Parental mobile health adherence to symptom home monitoring for infants with congenital heart disease during the single ventricle interstage period: A concept analysis. Journal for Specialists in Pediatric Nursing 2020;25(4) View
  25. Power J, Phelan S, Hatley K, Brannen A, Muñoz-Christian K, Legato M, Tate D. Engagement and Weight Loss in a Web and Mobile Program for Low-Income Postpartum Women: Fit Moms/Mamás Activas. Health Education & Behavior 2019;46(2_suppl):114S View
  26. Hesser H. Estimating causal effects of internet interventions in the context of nonadherence. Internet Interventions 2020;21:100346 View
  27. Wildeboer G, Kelders S, van Gemert-Pijnen J. The relationship between persuasive technology principles, adherence and effect of web-Based interventions for mental health: A meta-analysis. International Journal of Medical Informatics 2016;96:71 View
  28. Ryan C, Bergin M, Wells J. Theoretical Perspectives of Adherence to Web-Based Interventions: a Scoping Review. International Journal of Behavioral Medicine 2018;25(1):17 View
  29. Willmott T, Russell-Bennett R, Drennan J, Rundle-Thiele S. The Impact of Serious Educational Gameplay on Adolescent Binge Drinking Intentions: A Theoretically Grounded Empirical Examination. Health Education & Behavior 2019;46(1):114 View
  30. Mattila E, Lappalainen R, Välkkynen P, Sairanen E, Lappalainen P, Karhunen L, Peuhkuri K, Korpela R, Kolehmainen M, Ermes M. Usage and Dose Response of a Mobile Acceptance and Commitment Therapy App: Secondary Analysis of the Intervention Arm of a Randomized Controlled Trial. JMIR mHealth and uHealth 2016;4(3):e90 View
  31. Van Gemert-Pijnen J, Kelders S, Bohlmeijer E. Understanding the Usage of Content in a Mental Health Intervention for Depression: An Analysis of Log Data. Journal of Medical Internet Research 2014;16(1):e27 View
  32. Donker T, van Klaveren C, Cornelisz I, Kok R, van Gelder J. Analysis of Usage Data from a Self-Guided App-Based Virtual Reality Cognitive Behavior Therapy for Acrophobia: A Randomized Controlled Trial. Journal of Clinical Medicine 2020;9(6):1614 View
  33. Wang Z, Wang J, Maercker A. Program Use and Outcome Change in a Web-Based Trauma Intervention: Individual and Social Factors. Journal of Medical Internet Research 2016;18(9):e243 View
  34. Price M, Ruggiero K, Ferguson P, Patel S, Treiber F, Couillard D, Fahkry S. A feasibility pilot study on the use of text messages to track PTSD symptoms after a traumatic injury. General Hospital Psychiatry 2014;36(3):249 View
  35. Lally R, Bellavia G, Gallo S, Kupzyk K, Helgeson V, Brooks C, Erwin D, Brown J. Feasibility and acceptance of the CaringGuidance web‐based, distress self‐management, psychoeducational program initiated within 12 weeks of breast cancer diagnosis. Psycho-Oncology 2019;28(4):888 View
  36. Deady M, Glozier N, Collins D, Einboden R, Lavender I, Wray A, Gayed A, Calvo R, Christensen H, Harvey S, Choi I. The Utility of a Mental Health App in Apprentice Workers: A Pilot Study. Frontiers in Public Health 2020;8 View
  37. Duncan M, Fenton S, Brown W, Collins C, Glozier N, Kolt G, Holliday E, Morgan P, Murawski B, Plotnikoff R, Rayward A, Stamatakis E, Vandelanotte C, Burrows T. Efficacy of a Multi-component m-Health Weight-loss Intervention in Overweight and Obese Adults: A Randomised Controlled Trial. International Journal of Environmental Research and Public Health 2020;17(17):6200 View
  38. Kok R, Beekman A, Cuijpers P, van Straten A. Adherence to a web-based pre-treatment for phobias in outpatient clinics. Internet Interventions 2017;9:38 View
  39. Smith N, Liu S. A systematic review of the dose-response relationship between usage and outcomes of online physical activity weight-loss interventions. Internet Interventions 2020;22:100344 View
  40. Achilles M, Anderson M, Li S, Subotic-Kerry M, Parker B, O’Dea B. Adherence to e-mental health among youth: Considerations for intervention development and research design. DIGITAL HEALTH 2020;6 View
  41. Pearson R, Pisner D, Meyer B, Shumake J, Beevers C. A machine learning ensemble to predict treatment outcomes following an Internet intervention for depression. Psychological Medicine 2019;49(14):2330 View
  42. Nissen E, O'Connor M, Kaldo V, Højris I, Borre M, Zachariae R, Mehlsen M. Internet‐delivered mindfulness‐based cognitive therapy for anxiety and depression in cancer survivors: A randomized controlled trial. Psycho-Oncology 2020;29(1):68 View
  43. Whitton A, Proudfoot J, Clarke J, Birch M, Parker G, Manicavasagar V, Hadzi-Pavlovic D. Breaking Open the Black Box: Isolating the Most Potent Features of a Web and Mobile Phone-Based Intervention for Depression, Anxiety, and Stress. JMIR Mental Health 2015;2(1):e3 View
  44. Ling J, Zahry N, Robbins L. Dose–Response Relationship in a Healthy Habits Study for Head Start Preschoolers. Nursing Research 2019;68(4):329 View
  45. Oehler C, Görges F, Rogalla M, Rummel-Kluge C, Hegerl U. Efficacy of a Guided Web-Based Self-Management Intervention for Depression or Dysthymia: Randomized Controlled Trial With a 12-Month Follow-Up Using an Active Control Condition. Journal of Medical Internet Research 2020;22(7):e15361 View
  46. van Doorn-van Atten M, de Groot L, Romea A, Schwartz S, de Vries J, Haveman-Nies A. Implementation of a multicomponent telemonitoring intervention to improve nutritional status of community-dwelling older adults: a process evaluation. Public Health Nutrition 2019;22(2):363 View
  47. Flett J, Conner T, Riordan B, Patterson T, Hayne H. App-based mindfulness meditation for psychological distress and adjustment to college in incoming university students: a pragmatic, randomised, waitlist-controlled trial. Psychology & Health 2020;35(9):1049 View
  48. Papadatou-Pastou M, Goozee R, Payne E, Barrable A, Tzotzoli P. A review of web-based support systems for students in higher education. International Journal of Mental Health Systems 2017;11(1) View
  49. Tremain H, McEnery C, Fletcher K, Murray G. The Therapeutic Alliance in Digital Mental Health Interventions for Serious Mental Illnesses: Narrative Review. JMIR Mental Health 2020;7(8):e17204 View
  50. Demment M, Graham M, Olson C. How an Online Intervention to Prevent Excessive Gestational Weight Gain Is Used and by Whom: A Randomized Controlled Process Evaluation. Journal of Medical Internet Research 2014;16(8):e194 View
  51. Oser M, Wallace M, Solano F, Szigethy E. Guided Digital Cognitive Behavioral Program for Anxiety in Primary Care: Propensity-Matched Controlled Trial. JMIR Mental Health 2019;6(4):e11981 View
  52. Enrique A, Palacios J, Ryan H, Richards D. Exploring the Relationship Between Usage and Outcomes of an Internet-Based Intervention for Individuals With Depressive Symptoms: Secondary Analysis of Data From a Randomized Controlled Trial. Journal of Medical Internet Research 2019;21(8):e12775 View
  53. Baltierra N, Muessig K, Pike E, LeGrand S, Bull S, Hightow-Weidman L. More than just tracking time: Complex measures of user engagement with an internet-based health promotion intervention. Journal of Biomedical Informatics 2016;59:299 View
  54. Karin E, Dear B, Heller G, Crane M, Titov N. “Wish You Were Here”: Examining Characteristics, Outcomes, and Statistical Solutions for Missing Cases in Web-Based Psychotherapeutic Trials. JMIR Mental Health 2018;5(2):e22 View
  55. Duncan M, Vandelanotte C, Kolt G, Rosenkranz R, Caperchione C, George E, Ding H, Hooker C, Karunanithi M, Maeder A, Noakes M, Tague R, Taylor P, Viljoen P, Mummery W. Effectiveness of a Web- and Mobile Phone-Based Intervention to Promote Physical Activity and Healthy Eating in Middle-Aged Males: Randomized Controlled Trial of the ManUp Study. Journal of Medical Internet Research 2014;16(6):e136 View
  56. Neher M, Nygårdh A, Nilsen P, Broström A, Johansson P. Implementing internet-delivered cognitive behavioural therapy for patients with cardiovascular disease and psychological distress: a scoping review. European Journal of Cardiovascular Nursing 2019;18(5):346 View
  57. Kelders S, Kip H, Greeff J. Psychometric Evaluation of the TWente Engagement with Ehealth Technologies Scale (TWEETS): Evaluation Study. Journal of Medical Internet Research 2020;22(10):e17757 View
  58. Bull L, Oliver C, Callaghan E, Woodcock K. Increased Exposure to Rigid Routines can Lead to Increased Challenging Behavior Following Changes to Those Routines. Journal of Autism and Developmental Disorders 2015;45(6):1569 View
  59. Alfonsson S, Olsson E, Hursti T. Motivation and Treatment Credibility Predicts Dropout, Treatment Adherence, and Clinical Outcomes in an Internet-Based Cognitive Behavioral Relaxation Program: A Randomized Controlled Trial. Journal of Medical Internet Research 2016;18(3):e52 View
  60. Fitzpatrick K, Darcy A, Vierhile M. Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial. JMIR Mental Health 2017;4(2):e19 View
  61. Beintner I, Görlich D, Berger T, Ebert D, Zeiler M, Herrero Camarano R, Waldherr K, Jacobi C. Interrelations between participant and intervention characteristics, process variables and outcomes in online interventions: A protocol for overarching analyses within and across seven clinical trials in ICare. Internet Interventions 2019;16:86 View
  62. Newman M, Jacobson N, Rackoff G, Bell M, Taylor C. A randomized controlled trial of a smartphone-based application for the treatment of anxiety. Psychotherapy Research 2021;31(4):443 View
  63. Madkins K, Moskowitz D, Moran K, Dellucci T, Mustanski B. Measuring Acceptability and Engagement of The Keep It Up! Internet-Based HIV Prevention Randomized Controlled Trial for Young Men Who Have Sex With Men. AIDS Education and Prevention 2019;31(4):287 View
  64. Geraghty A, Muñoz R, Yardley L, Mc Sharry J, Little P, Moore M. Developing an Unguided Internet-Delivered Intervention for Emotional Distress in Primary Care Patients: Applying Common Factor and Person-Based Approaches. JMIR Mental Health 2016;3(4):e53 View
  65. Duncan M, Vandelanotte C, Trost S, Rebar A, Rogers N, Burton N, Murawski B, Rayward A, Fenton S, Brown W. Balanced: a randomised trial examining the efficacy of two self-monitoring methods for an app-based multi-behaviour intervention to improve physical activity, sitting and sleep in adults. BMC Public Health 2016;16(1) View
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  67. Cillessen L, van de Ven M, Compen F, Bisseling E, van der Lee M, Speckens A. Predictors and Effects of Usage of an Online Mindfulness Intervention for Distressed Cancer Patients: Usability Study. Journal of Medical Internet Research 2020;22(10):e17526 View
  68. Collins D, Harvey S, Lavender I, Glozier N, Christensen H, Deady M. A Pilot Evaluation of a Smartphone Application for Workplace Depression. International Journal of Environmental Research and Public Health 2020;17(18):6753 View
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  71. Bruhns A, Lüdtke T, Moritz S, Bücker L. A Mobile-Based Intervention to Increase Self-esteem in Students With Depressive Symptoms: Randomized Controlled Trial. JMIR mHealth and uHealth 2021;9(7):e26498 View
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  78. Gladstone T, Rintell L, Buchholz K, Myers T. Adaptation of an Evidence-Based Online Depression Prevention Intervention for College Students: Intervention Development and Pilot Study Results. Social Sciences 2021;10(10):398 View
  79. Bur O, Bielinski L, Krauss S, Häfliger A, Guggisberg J, Krieger T, Berger T. Working alliance and adherence mediate the effect of guidance in a web-based program for participants with mild to moderate depressive symptoms: A secondary mediation analysis. Internet Interventions 2022;30:100593 View
  80. Beatty L, Kemp E, Koczwara B. Finding My Way from clinical trial to open access dissemination: comparison of uptake, adherence, and psychosocial outcomes of an online program for cancer-related distress. Supportive Care in Cancer 2022;30(10):7935 View
  81. Choi S, Golinkoff J, Michna M, Connochie D, Bauermeister J. Correlates of Engagement Within an Online HIV Prevention Intervention for Single Young Men Who Have Sex With Men: Randomized Controlled Trial. JMIR Public Health and Surveillance 2022;8(6):e33867 View
  82. Aguiar M, Trujillo M, Chaves D, Álvarez R, Epelde G. mHealth Apps Using Behavior Change Techniques to Self-report Data: Systematic Review. JMIR mHealth and uHealth 2022;10(9):e33247 View
  83. Binet É, Ouellet M, Lebel J, Békés V, Morin C, Belleville G. Gender Differences in Usage and Subjective Appreciation of an Online Cognitive Behavioral Therapy for Wildfire Evacuees: Descriptive Study. Journal of Clinical Medicine 2022;11(22):6649 View
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  86. Strauss G, Flannery J, Vierra E, Koepsell X, Berglund E, Miller I, Lake J. Meaningful engagement: A crossfunctional framework for digital therapeutics. Frontiers in Digital Health 2022;4 View
  87. Cumpanasoiu D, Enrique A, Palacios J, Duffy D, McNamara S, Richards D. Trajectories of Symptoms in Digital Interventions for Depression and Anxiety Using Routine Outcome Monitoring Data: Secondary Analysis Study. JMIR mHealth and uHealth 2023;11:e41815 View
  88. Hanano M, Rith-Najarian L, Boyd M, Chavira D. Measuring Adherence Within a Self-Guided Online Intervention for Depression and Anxiety: Secondary Analyses of a Randomized Controlled Trial. JMIR Mental Health 2022;9(3):e30754 View
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  90. Liu H, Peng H, Song X, Xu C, Zhang M. Using AI chatbots to provide self-help depression interventions for university students: A randomized trial of effectiveness. Internet Interventions 2022;27:100495 View
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  92. Coley N, Andre L, Hoevenaar-Blom M, Ngandu T, Beishuizen C, Barbera M, van Wanrooij L, Kivipelto M, Soininen H, van Gool W, Brayne C, Moll van Charante E, Richard E, Andrieu S. Factors Predicting Engagement of Older Adults With a Coach-Supported eHealth Intervention Promoting Lifestyle Change and Associations Between Engagement and Changes in Cardiovascular and Dementia Risk: Secondary Analysis of an 18-Month Multinational Randomized Controlled Trial. Journal of Medical Internet Research 2022;24(5):e32006 View
  93. Venkatesan A, Forster B, Rao P, Miller M, Scahill M. Improvements in Depression Outcomes Following a Digital Cognitive Behavioral Therapy Intervention in a Polychronic Population: Retrospective Study. JMIR Formative Research 2022;6(7):e38005 View
  94. Bijkerk L, Oenema A, Geschwind N, Spigt M. Measuring Engagement with Mental Health and Behavior Change Interventions: an Integrative Review of Methods and Instruments. International Journal of Behavioral Medicine 2023;30(2):155 View
  95. Krijnen-de Bruin E, Muntingh A, Bourguignon E, Hoogendoorn A, Maarsingh O, van Balkom A, Batelaan N, van Straten A, van Meijel B. Usage Intensity of a Relapse Prevention Program and Its Relation to Symptom Severity in Remitted Patients With Anxiety and Depression: Pre-Post Study. JMIR Mental Health 2022;9(3):e25441 View
  96. Schwartz H, McCusker J, Da Costa D, Singh S, Baskaran S, Belzile E, Van Roost K. A pilot randomized controlled trial of a lay telephone coaching and web-based intervention for postpartum depression and anxiety: The MPOWER study. Internet Interventions 2023;31:100597 View
  97. Lambert S, Grover S, Laizner A, McCusker J, Belzile E, Moodie E, Kayser J, Lowensteyn I, Vallis M, Walker M, Da Costa D, Pilote L, Ibberson C, Sabetti J, de Raad M. Adaptive web-based stress management programs among adults with a cardiovascular disease: A pilot Sequential Multiple Assignment Randomized Trial (SMART). Patient Education and Counseling 2022;105(6):1587 View
  98. Yang F, Shah D, Tahk A, Vjorn O, Dietz S, Pe-Romashko K, Bailey E, Gicquelais R, Hwang J, Gustafson D, Westergaard R. mHealth and social mediation: Mobile support among stigmatized people living with HIV and substance use disorder. New Media & Society 2023;25(4):702 View
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  103. Lozano A, Fernandez A, Rhodes C, Estrada Y, Graefe B, Tapia M, Prado G. Does Binge-Watching eHealth Intervention Content Impact Outcomes?. Journal of Adolescent Health 2023;73(4):664 View
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  105. Forbes A, Keleher M, Venditto M, DiBiasi F. Assessing Patient Adherence to and Engagement With Digital Interventions for Depression in Clinical Trials: Systematic Literature Review. Journal of Medical Internet Research 2023;25:e43727 View
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  107. Jackson H, Farrer L, Werner-Seidler A, Perry Y, Christensen H, Ohan J, Calear A, Batterham P. Predictors and outcomes of engagement in an online depression prevention program for final year secondary school students. Journal of Mood & Anxiety Disorders 2023;3:100027 View
  108. Bardy F, Jacquemin L, Wong C, Maslin M, Purdy S, Thai-Van H. Delivery of internet-based cognitive behavioral therapy combined with human-delivered telepsychology in tinnitus sufferers through a chatbot-based mobile app. Frontiers in Audiology and Otology 2024;1 View
  109. Robertson M, Cox-Martin E, Basen-Engquist K, Lyons E. Reflective Engagement With a Digital Physical Activity Intervention Among People Living With and Beyond Breast Cancer: Mixed Methods Study. JMIR mHealth and uHealth 2024;12:e51057 View
  110. Grahlher K, Morgenstern M, Pietsch B, Gomes de Matos E, Rossa M, Lochbühler K, Daubmann A, Thomasius R, Arnaud N. Mobile App Intervention to Reduce Substance Use, Gambling, and Digital Media Use in Vocational School Students: Exploratory Analysis of the Intervention Arm of a Randomized Controlled Trial. JMIR mHealth and uHealth 2024;12:e51307 View
  111. Yang Z, Han S, Zhang L, Sun M, Hu Q, Hu Y, Wu B. Dose‒Response Effects of Patient Engagement on Anxiety and Depression in a Cognitive-Behavioral Intervention: Secondary Analysis of a Pilot Randomized Controlled Trial and a Clinical Controlled Trial. AIDS and Behavior 2024;28(6):1923 View
  112. Davis C, Miller M, McLean C. The Impact of User Engagement With Exposure Components on Posttraumatic Stress Symptoms in an mHealth Mobile App: Secondary Analysis of a Randomized Controlled Trial. JMIR mHealth and uHealth 2024;12:e49393 View
  113. Hanano M, Rith-Najarian L, Gong-Guy E, Chavira D. Motivational Variables as Moderating Effects of a Web-Based Mental Health Program for University Students: Secondary Analysis of a Randomized Controlled Trial. JMIR Formative Research 2024;8:e56118 View
  114. Zantvoort K, Hentati Isacsson N, Funk B, Kaldo V. Dataset size versus homogeneity: A machine learning study on pooling intervention data in e-mental health dropout predictions. DIGITAL HEALTH 2024;10 View
  115. González-Robles A, Miguel C, Richards D, Duffy D, Enrique Á. A scoping review of therapist behaviors in guided digital mental health interventions. Internet Interventions 2024;37:100751 View
  116. Jackson H, Batterham P, Ohan J, Calear A, Farrer L. Skill enactment and knowledge acquisition among community users of digital mental health interventions: qualitative study with thematic analysis. BMC Psychiatry 2024;24(1) View
  117. Willems L, Rasing S, Heijs D, Vermulst A, Huvenaars M, Onrust S, Creemers D. Mental health app boost my mood (BMM) as preventive early intervention for adolescents with (sub)clinical depressive symptoms. BMC Public Health 2024;24(1) View
  118. Mi R, Yang E, Tahk A, Tarfa A, Cotter L, Lu L, Yang S, Gustafson Sr D, Westergaard R, Shah D. How Use of an mHealth App Explains Antiretroviral Medication Adherence among People with HIV and Substance Use Disorders: Modeling System Logs and Weekly Check-Ins (Preprint). Journal of Medical Internet Research 2024 View
  119. Kelders S, Kip H, Beerlage-de Jong N, Köhle N. What does it mean to be engaged with digital health interventions? A qualitative study into the experiences of engaged users and the views of professionals. DIGITAL HEALTH 2024;10 View
  120. 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. Kelders S. Persuasive Technology. View
  2. Kelders S. Positive Psychological Intervention Design and Protocols for Multi-Cultural Contexts. View
  3. Bull S, Devine S, Shlay J, Hammes A, Schmiege S. Technology and Adolescent Health. View
  4. Volpe U, Elkholy H, Gargot T, Pinto da Costa M, Orsolini L. Tasman’s Psychiatry. View
  5. Volpe U, Elkholy H, Gargot T, Pinto da Costa M, Orsolini L. Tasman’s Psychiatry. View