Explore our sister journals here.

Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Citing this Article

Right click to copy or hit: ctrl+c (cmd+c on mac)

Published on 31.08.16 in Vol 18, No 8 (2016): August

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

Works citing "Seeing the “Big” Picture: Big Data Methods for Exploring Relationships Between Usage, Language, and Outcome in Internet Intervention Data"

Jordan Carpenter, Patrick Crutchley, Ran D Zilca, H Andrew Schwartz, Laura K Smith, Angela M Cobb, Acacia C Parks

J Med Internet Res 2016 (Aug 31); 18(8):e241 

According to Crossref, the following articles are citing this article (DOI 10.2196/jmir.5725):

(note that this is only a small subset of citations)

  1. Attridge MD, Morfitt RC, Roseborough DJ, Jones ER. Internet-Based Cognitive-Behavioral Therapy for College Students With Anxiety, Depression, Social Anxiety, or Insomnia: Four Single-Group Longitudinal Studies of Archival Commercial Data and Replication of Employee User Study. JMIR Formative Research 2020;4(7):e17712
    CrossRef
  2. Schotanus-Dijkstra M, Drossaert CHC, Bohlmeijer ET. People’s Motives to Participate in a Positive Psychology Intervention with Email Support and Who Might Benefit Most?. International Journal of Applied Positive Psychology 2019;3(1-3):1
    CrossRef
  3. Giest S, Mukherjee I. Behavioral instruments in renewable energy and the role of big data: A policy perspective. Energy Policy 2018;123:360
    CrossRef
  4. Bakker D, Rickard N. Engagement with a cognitive behavioural therapy mobile phone app predicts changes in mental health and wellbeing: MoodMission. Australian Psychologist 2019;54(4):245
    CrossRef
  5. Baumel A, Edan S, Kane JM. Is there a trial bias impacting user engagement with unguided e-mental health interventions? A systematic comparison of published reports and real-world usage of the same programs. Translational Behavioral Medicine 2019;
    CrossRef
  6. . Using Big Data to study subjective well-being. Current Opinion in Behavioral Sciences 2017;18:28
    CrossRef
  7. Görges F, Oehler C, von Hirschhausen E, Hegerl U, Rummel-Kluge C. GET.HAPPY - Acceptance of an internet-based self-management positive psychology intervention for adult primary care patients with mild and moderate depression or dysthymia: A pilot study. Internet Interventions 2018;12:26
    CrossRef
  8. Bakker D, Rickard N. Engagement in mobile phone app for self-monitoring of emotional wellbeing predicts changes in mental health: MoodPrism. Journal of Affective Disorders 2018;227:432
    CrossRef
  9. Sanders CA, Schueller SM, Parks AC, Howell RT. Understanding Long-Term Trajectories in Web-Based Happiness Interventions: Secondary Analysis From Two Web-Based Randomized Trials. Journal of Medical Internet Research 2019;21(6):e13253
    CrossRef
  10. Morris RR, Kouddous K, Kshirsagar R, Schueller SM. Towards an Artificially Empathic Conversational Agent for Mental Health Applications: System Design and User Perceptions. Journal of Medical Internet Research 2018;20(6):e10148
    CrossRef
  11. Fleming T, Bavin L, Lucassen M, Stasiak K, Hopkins S, Merry S. Beyond the Trial: Systematic Review of Real-World Uptake and Engagement With Digital Self-Help Interventions for Depression, Low Mood, or Anxiety. Journal of Medical Internet Research 2018;20(6):e199
    CrossRef
  12. Görges F, Oehler C, von Hirschhausen E, Hegerl U, Rummel‐Kluge C. GET.HAPPY2 – User perspectives on an internet‐based self‐management positive psychology intervention among persons with and without depression: Results from a retrospective survey. Journal of Clinical Psychology 2020;76(6):1030
    CrossRef
  13. Cobb AM, Stone BM, Parks AC, Julio L. L’EFFICACITÉ DES INTERVENTIONS FAVORISANT LE BONHEUR : UNE SYNTHÈSE. Revue québécoise de psychologie 2017;38(1):159
    CrossRef
  14. Smith B, Shatté A, Perlman A, Siers M, Lynch WD. Improvements in Resilience, Stress, and Somatic Symptoms Following Online Resilience Training. Journal of Occupational & Environmental Medicine 2018;60(1):1
    CrossRef
  15. Bakker D, Kazantzis N, Rickwood D, Rickard N. A randomized controlled trial of three smartphone apps for enhancing public mental health. Behaviour Research and Therapy 2018;109:75
    CrossRef
  16. Boucher E, Moskowitz JT, Kackloudis GM, Stafford JL, Kwok I, Parks AC. Immediate and Long-Term Effects of an 8-Week Digital Mental Health Intervention on Adults With Poorly Managed Type 2 Diabetes: Protocol for a Randomized Controlled Trial. JMIR Research Protocols 2020;9(8):e18578
    CrossRef
  17. Yarosh S, Schueller SM. “Happiness Inventors”: Informing Positive Computing Technologies Through Participatory Design With Children. Journal of Medical Internet Research 2017;19(1):e14
    CrossRef
  18. 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
    CrossRef
  19. Baumel A, Muench F, Edan S, Kane JM. Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis. Journal of Medical Internet Research 2019;21(9):e14567
    CrossRef
  20. Jake-Schoffman DE, Silfee VJ, Waring ME, Boudreaux ED, Sadasivam RS, Mullen SP, Carey JL, Hayes RB, Ding EY, Bennett GG, Pagoto SL. Methods for Evaluating the Content, Usability, and Efficacy of Commercial Mobile Health Apps. JMIR mHealth and uHealth 2017;5(12):e190
    CrossRef
  21. Muñoz AO, Camacho E, Torous J. Marketplace and Literature Review of Spanish Language Mental Health Apps. Frontiers in Digital Health 2021;3
    CrossRef
  22. Boucher EM, Ward HE, Stafford JL, Parks AC. Effects of a Digital Mental Health Program on Perceived Stress in Adolescents Aged 13-17 Years: Protocol for a Randomized Controlled Trial. JMIR Research Protocols 2021;10(4):e25545
    CrossRef
  23. Martinengo L, Stona A, Griva K, Dazzan P, Pariante CM, von Wangenheim F, Car J. Self-guided Cognitive Behavioral Therapy Apps for Depression: Systematic Assessment of Features, Functionality, and Congruence With Evidence. Journal of Medical Internet Research 2021;23(7):e27619
    CrossRef
  24. Kim M, Yang J, Ahn W, Choi HJ. Machine Learning Analysis to Identify Digital Behavioral Phenotypes for Engagement and Health Outcome Efficacy of an mHealth Intervention for Obesity: Randomized Controlled Trial. Journal of Medical Internet Research 2021;23(6):e27218
    CrossRef
  25. Teepe GW, Da Fonseca A, Kleim B, Jacobson NC, Salamanca Sanabria A, Tudor Car L, Fleisch E, Kowatsch T. Just-in-Time Adaptive Mechanisms of Popular Mobile Apps for Individuals With Depression: Systematic App Search and Literature Review. Journal of Medical Internet Research 2021;23(9):e29412
    CrossRef
  26. Attridge M, Dickens SP. Health and Work Outcomes of Brief Counseling From an EAP in Vermont: Follow-Up Survey Results, Client Satisfaction, and Estimated Cost Savings. SAGE Open 2022;12(1):215824402210872
    CrossRef
  27. García-Estela A, Cantillo J, Angarita-Osorio N, Mur-Milà E, Anmella G, Pérez V, Vieta E, Hidalgo-Mazzei D, Colom F. Real-world Implementation of a Smartphone-Based Psychoeducation Program for Bipolar Disorder: Observational Ecological Study. Journal of Medical Internet Research 2022;24(2):e31565
    CrossRef
  28. Marinova N, Rogers T, MacBeth A. Predictors of adolescent engagement and outcomes – A cross-sectional study using the togetherall (formerly Big White Wall) digital mental health platform. Journal of Affective Disorders 2022;311:284
    CrossRef
  29. Montgomery RM, Boucher EM, Honomichl RD, Powell TA, Guyton SL, Bernecker SL, Stoeckl SE, Parks AC. The Effects of a Digital Mental Health Intervention in Adults With Cardiovascular Disease Risk Factors: Analysis of Real-World User Data. JMIR Cardio 2021;5(2):e32351
    CrossRef
  30. Balaskas A, Schueller SM, Cox AL, Doherty G. Understanding users’ perspectives on mobile apps for anxiety management. Frontiers in Digital Health 2022;4
    CrossRef
  31. Boucher E, Honomichl R, Ward H, Powell T, Stoeckl SE, Parks A. The Effects of a Digital Well-being Intervention on Older Adults: Retrospective Analysis of Real-world User Data. JMIR Aging 2022;5(3):e39851
    CrossRef
  32. McNamara ME, Zisser M, Beevers CG, Shumake J. Not just “big” data: Importance of sample size, measurement error, and uninformative predictors for developing prognostic models for digital interventions. Behaviour Research and Therapy 2022;153:104086
    CrossRef
  33. Hagg LJ, Merkouris SS, O’Dea GA, Francis LM, Greenwood CJ, Fuller-Tyszkiewicz M, Westrupp EM, Macdonald JA, Youssef GJ. Examining Analytic Practices in Latent Dirichlet Allocation Within Psychological Science: Scoping Review. Journal of Medical Internet Research 2022;24(11):e33166
    CrossRef
  34. Boucher EM, Ward HE, Mounts AC, Parks AC. Engagement in Digital Mental Health Interventions: Can Monetary Incentives Help?. Frontiers in Psychology 2021;12
    CrossRef
  35. Lin Y, Lou M. Systematic review: Effect of mobile applications on college students with depressive symptoms. Journal of Advanced Nursing 2023;79(9):3214
    CrossRef
  36. Ryan AT, Stearns-Yoder KA, Brenner LA. Real-World User Demographics of Three Web-Based Digital Mental Health Interventions Provided by the US Department of Veterans Affairs: Observational Study Using Web Analytics Data. JMIR Formative Research 2023;7:e48365
    CrossRef
  37. Deady M, A. J. Collins D, Glozier N, Gardiner E, Arena A, Gayed A, Bryant R, Calvo RA, Harvey SB. Naturalistic evaluation of HeadGear: A smartphone app to reduce depressive symptoms in workers. Behavior Therapy 2024;
    CrossRef
  38. Boucher EM, Ward H, Miles CJ, Henry RD, Stoeckl SE. Effects of a Digital Mental Health Intervention on Perceived Stress and Rumination in Adolescents Aged 13 to 17 Years: Randomized Controlled Trial. Journal of Medical Internet Research 2024;26:e54282
    CrossRef

According to Crossref, the following books are citing this article (DOI 10.2196/jmir.5725):

  1. Cerrato P, Halamka J. The Transformative Power of Mobile Medicine. 2019. :41
    CrossRef
  2. Castelnuovo G, Manzoni GM. Comprehensive Clinical Psychology. 2022. :51
    CrossRef
  3. Hocke-Bolte Z, Peters B, Haunit T. Forschungsmethoden in der Gesundheitsförderung und Prävention. 2021. Chapter 27:745
    CrossRef
  4. Strauss J, Zhang J, Jarrett ML, Patterson B, Van Ameringen M. Mental Health in a Digital World. 2022. :395
    CrossRef