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

  1. Lattie E, Kashima K, Duffecy J. An open trial of internet-based cognitive behavioral therapy for first year medical students. Internet Interventions 2019;18:100279 View
  2. Breitenstein S, Brager J, Ocampo E, Fogg L. Engagement and Adherence With ezPARENT, an mHealth Parent-Training Program Promoting Child Well-Being. Child Maltreatment 2017;22(4):295 View
  3. Morrison C, Doherty G. Analyzing Engagement in a Web-Based Intervention Platform Through Visualizing Log-Data. Journal of Medical Internet Research 2014;16(11):e252 View
  4. Morris R, Schueller S, Picard R. Efficacy of a Web-Based, Crowdsourced Peer-To-Peer Cognitive Reappraisal Platform for Depression: Randomized Controlled Trial. Journal of Medical Internet Research 2015;17(3):e72 View
  5. Zhao D, Lustria M, Hendrickse J. Systematic review of the information and communication technology features of web- and mobile-based psychoeducational interventions for depression. Patient Education and Counseling 2017;100(6):1049 View
  6. Beatty L, Binnion C. A Systematic Review of Predictors of, and Reasons for, Adherence to Online Psychological Interventions. International Journal of Behavioral Medicine 2016;23(6):776 View
  7. Wozney L, Olthuis J, Lingley-Pottie P, McGrath P, Chaplin W, Elgar F, Cheney B, Huguet A, Turner K, Kennedy J. Strongest Families™ Managing Our Mood (MOM): a randomized controlled trial of a distance intervention for women with postpartum depression. Archives of Women's Mental Health 2017;20(4):525 View
  8. Arnold C, Villagonzalo K, Meyer D, Farhall J, Foley F, Kyrios M, Thomas N. Predicting engagement with an online psychosocial intervention for psychosis: Exploring individual- and intervention-level predictors. Internet Interventions 2019;18:100266 View
  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
  10. Saul J, Amato M, Cha S, Graham A. Engagement and attrition in Internet smoking cessation interventions: Insights from a cross-sectional survey of “one-hit-wonders”. Internet Interventions 2016;5:23 View
  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
  12. Chien I, Enrique A, Palacios J, Regan T, Keegan D, Carter D, Tschiatschek S, Nori A, Thieme A, Richards D, Doherty G, Belgrave D. A Machine Learning Approach to Understanding Patterns of Engagement With Internet-Delivered Mental Health Interventions. JAMA Network Open 2020;3(7):e2010791 View
  13. Bauermeister J, Golinkoff J, Muessig K, Horvath K, Hightow-Weidman L. Addressing engagement in technology-based behavioural HIV interventions through paradata metrics. Current Opinion in HIV and AIDS 2017;12(5):442 View
  14. Duncan M, Brown W, Burrows T, Collins C, Fenton S, Glozier N, Kolt G, Morgan P, Hensley M, Holliday E, Murawski B, Plotnikoff R, Rayward A, Stamatakis E, Vandelanotte C. Examining the efficacy of a multicomponent m-Health physical activity, diet and sleep intervention for weight loss in overweight and obese adults: randomised controlled trial protocol. BMJ Open 2018;8(10):e026179 View
  15. Jacob G, Hauer A, Köhne S, Assmann N, Schaich A, Schweiger U, Fassbinder E. A Schema Therapy–Based eHealth Program for Patients with Borderline Personality Disorder (priovi): Naturalistic Single-Arm Observational Study. JMIR Mental Health 2018;5(4):e10983 View
  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
  18. Sanatkar S, Baldwin P, Huckvale K, Clarke J, Christensen H, Harvey S, Proudfoot J. Using Cluster Analysis to Explore Engagement and e-Attainment as Emergent Behavior in Electronic Mental Health. Journal of Medical Internet Research 2019;21(11):e14728 View
  19. Kanera I, Willems R, Bolman C, Mesters I, Zambon V, Gijsen B, Lechner L. Use and Appreciation of a Tailored Self-Management eHealth Intervention for Early Cancer Survivors: Process Evaluation of a Randomized Controlled Trial. Journal of Medical Internet Research 2016;18(8):e229 View
  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;6:205520762092606 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
  66. Zeng Y, Guo Y, Li L, Hong Y, Li Y, Zhu M, Zeng C, Zhang H, Cai W, Liu C, Wu S, Chi P, Monroe-Wise A, Hao Y, Ho R. Relationship Between Patient Engagement and Depressive Symptoms Among People Living With HIV in a Mobile Health Intervention: Secondary Analysis of a Randomized Controlled Trial. JMIR mHealth and uHealth 2020;8(10):e20847 View
  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
  69. Mahoney A, Haskelberg H, Mason E, Millard M, Newby J. Comorbid personality difficulties are not associated with poorer outcomes for online cognitive behaviour therapy for symptoms of anxiety and depression. Personality and Mental Health 2021;15(3):173 View
  70. Castro A, García-Palacios A, López-Del-Hoyo Y, Mayoral F, Pérez-Ara M, Baños R, García-Campayo J, Hurtado M, Botella C, Barceló-Soler A, Villena A, Roca M, Gili M. Predictors of Adherence in Three Low-Intensity Intervention Programs Applied by ICTs for Depression in Primary Care. International Journal of Environmental Research and Public Health 2021;18(4):1774 View
  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
  72. Meyerhoff J, Haldar S, Mohr D. The Supportive Accountability Inventory: Psychometric properties of a measure of supportive accountability in coached digital interventions. Internet Interventions 2021;25:100399 View
  73. Pelle T, van der Palen J, de Graaf F, van den Hoogen F, Bevers K, van den Ende C. Use and usability of the dr. Bart app and its relation with health care utilisation and clinical outcomes in people with knee and/or hip osteoarthritis. BMC Health Services Research 2021;21(1) View
  74. Leech T, Dorstyn D, Taylor A, Li W. Mental health apps for adolescents and young adults: A systematic review of randomised controlled trials. Children and Youth Services Review 2021;127:106073 View
  75. González-Robles A, Suso-Ribera C, Díaz-García A, García-Palacios A, Castilla D, Botella C. Predicting response to transdiagnostic iCBT for emotional disorders from patient and therapist involvement. Internet Interventions 2021;25:100420 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