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

Design and Formative Evaluation of Mobile Apps (706) Human Factors and Usability Case Studies (809) Usability of Apps and User Perceptions of mHealth (993) Substance Abuse (428) Substance and Alcohol Abuse in Adolescence (113)

Published on in Vol 9, No 1 (2021): January

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/24424, first published .
Developing an Adaptive Mobile Intervention to Address Risky Substance Use Among Adolescents and Emerging Adults: Usability Study

Developing an Adaptive Mobile Intervention to Address Risky Substance Use Among Adolescents and Emerging Adults: Usability Study

Developing an Adaptive Mobile Intervention to Address Risky Substance Use Among Adolescents and Emerging Adults: Usability Study

Authors of this article:

Lara N Coughlin1, 2 Author Orcid Image ;   Inbal Nahum-Shani3 Author Orcid Image ;   Meredith L Philyaw-Kotov1 Author Orcid Image ;   Erin E Bonar1, 2 Author Orcid Image ;   Mashfiqui Rabbi4 Author Orcid Image ;   Predrag Klasnja5 Author Orcid Image ;   Susan Murphy4, 6 Author Orcid Image ;   Maureen A Walton1, 2 Author Orcid Image
Article Authors Cited by (36) Tweetations Metrics

Journals

  1. Mhasawade V, Zhao Y, Chunara R. Machine learning and algorithmic fairness in public and population health. Nature Machine Intelligence 2021;3(8):659 View
  2. Schwarz E, Chatterton B, Fix M, Tebb K, Rodriguez F, Tancredi D, Muriki M, Satterfield J. Remotely Educating Young Women About Alcohol: A Randomized Trial of the PartyWise Intervention. Journal of Women's Health 2022;31(8):1179 View
  3. Paat Y, Markham C, Mangadu T. Risky Sexual Behavior Among Mexican-Origin Emerging Adults in Los Angeles. Social Work in Public Health 2022;37(8):781 View
  4. Nahum-Shani I, Dziak J, Walton M, Dempsey W. Hybrid Experimental Designs for Intervention Development: What, Why, and How. Advances in Methods and Practices in Psychological Science 2022;5(3) View
  5. de Sousa D, Fogel A, Azevedo J, Padrão P. The Effectiveness of Web-Based Interventions to Promote Health Behaviour Change in Adolescents: A Systematic Review. Nutrients 2022;14(6):1258 View
  6. Brezing C, Levin F. Applications of technology in the assessment and treatment of cannabis use disorder. Frontiers in Psychiatry 2022;13 View
  7. Coughlin L, Bonar E, Walton M, Fernandez A, Duguid I, Nahum-Shani I. New Directions for Motivational Incentive Interventions for Smoking Cessation. Frontiers in Digital Health 2022;4 View
  8. Torous J, Bucci S, Bell I, Kessing L, Faurholt‐Jepsen M, Whelan P, Carvalho A, Keshavan M, Linardon J, Firth J. The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality. World Psychiatry 2021;20(3):318 View
  9. Marcu G, Ondersma S, Spiller A, Broderick B, Kadri R, Buis L. The Perceived Benefits of Digital Interventions for Behavioral Health: Qualitative Interview Study. Journal of Medical Internet Research 2022;24(3):e34300 View
  10. Mair J, Hayes L, Campbell A, Buchan D, Easton C, Sculthorpe N. A Personalized Smartphone-Delivered Just-in-time Adaptive Intervention (JitaBug) to Increase Physical Activity in Older Adults: Mixed Methods Feasibility Study. JMIR Formative Research 2022;6(4):e34662 View
  11. Anderson M, Budney A, Jacobson N, Nahum-Shani I, Stanger C. End User Participation in the Development of an Ecological Momentary Intervention to Improve Coping With Cannabis Cravings: Formative Study. JMIR Formative Research 2022;6(12):e40139 View
  12. Dallas J, Jullamate P, Vatanasin D, Moungkum S, Nadarajan S, Krungkraipetch N. Resilience and Influencing Factors Among Youths Undergoing Substance Abuse Treatment in Thailand: A Cross-Sectional Study. SAGE Open Nursing 2023;9 View
  13. Monarque M, Sabetti J, Ferrari M. Digital interventions for substance use disorders in young people: rapid review. Substance Abuse Treatment, Prevention, and Policy 2023;18(1) View
  14. Sedrati H, Belrhiti Z, Nejjari C, Ghazal H. Evaluation of Mobile Health apps for Non-Medical Cannabis Use: A Scoping Review. Procedia Computer Science 2022;196:581 View
  15. Xu Z, Smit E. Using a complexity science approach to evaluate the effectiveness of just-in-time adaptive interventions: A meta-analysis. DIGITAL HEALTH 2023;9 View
  16. Bonar E, Goldstick J, Tan C, Bourque C, Carter P, Duval E, McAfee J, Walton M. A remote brief intervention plus social media messaging for cannabis use among emerging adults: A pilot randomized controlled trial in emergency department patients. Addictive Behaviors 2023;147:107829 View
  17. Park L, Kornfield R, Yezihalem M, Quanbeck A, Mellinger J, German M. Testing a Digital Health App for Patients With Alcohol-Associated Liver Disease: Mixed Methods Usability Study. JMIR Formative Research 2023;7:e47404 View
  18. Wu T, Sherman G, Giorgi S, Thanneeru P, Ungar L, Kamath P, Simonetto D, Curtis B, Shah V. Smartphone sensor data estimate alcohol craving in a cohort of patients with alcohol-associated liver disease and alcohol use disorder. Hepatology Communications 2023;7(12) View
  19. Pitrat B, Turpin A, Peyret E, Hamonniere T, Drain A, Maatoug R, Le Roux E. Mobile app measuring sleep and behaviors: A trial in adolescents with addiction. L'Encéphale 2024;50(6):590 View
  20. Wüllner S, Hermenau K, Krutkova M, Petras I, Hecker T, Siniatchkin M. Mobile applications in adolescent psychotherapy during the COVID-19 pandemic: a systematic review. Frontiers in Public Health 2024;12 View
  21. Willms A, Liu S. Exploring the Feasibility of Using ChatGPT to Create Just-in-Time Adaptive Physical Activity mHealth Intervention Content: Case Study. JMIR Medical Education 2024;10:e51426 View
  22. Ozyazgan L, Fierro L, Mankatala S, Mendoza S, Cummins K. Relationships Between Protocol Features and Engagement Rates in Studies of Youth Substance Use Using Mobile Technology. Journal of Technology in Behavioral Science 2024;9(4):895 View
  23. Meisel S, Ramer N, Hopwood C, Colder C. Development and Initial Validation of the Parenting Styles Circumplex Inventory (PSCI). Assessment 2024 View
  24. Jo Y, Edwards N, Shah R, Vas S. Exploring Digital-based Therapies for Adolescents with Substance Use Disorders: A Brief Literature Review. Journal of Indian Association for Child and Adolescent Mental Health 2024;20(2):91 View
  25. Pavlacic J, Hampton B, Young J, Witcraft S, Flores C, Vázquez A, Rheingold A. Systematic Review of Mindfulness-Based Ecological Momentary Interventions: Synthesizing Current Methods and Identifying Directions for Future Research. Journal of Technology in Behavioral Science 2024 View
  26. Lowik A, Mniszak C, Pang M, Ziafat K, Karamouzian M, Knight R, Persson L. A sex- and gender-based analysis of alcohol treatment intervention research involving youth: A methodological systematic review. PLOS Medicine 2024;21(6):e1004413 View
  27. Coughlin L, Campbell M, Wheeler T, Rodriguez C, Florimbio A, Ghosh S, Guo Y, Hung P, Newman M, Pan H, Zhang K, Zimmermann L, Bonar E, Walton M, Murphy S, Nahum-Shani I. A mobile health intervention for emerging adults with regular cannabis use: A micro-randomized pilot trial design protocol. Contemporary Clinical Trials 2024;145:107667 View
  28. Doraiswamy P, Nattala P, Murthy P. Development and pilot-testing of a skill-based intervention to prevent psychoactive substance use among college students. Journal of Family Medicine and Primary Care 2022;11(7):3600 View
  29. Eaton C, Vallejo N, McDonald X, Wu J, Rodríguez R, Muthusamy N, Mathioudakis N, Riekert K. User Engagement With mHealth Interventions to Promote Treatment Adherence and Self-Management in People With Chronic Health Conditions: Systematic Review. Journal of Medical Internet Research 2024;26:e50508 View
  30. Colonna R, Tucker P, Mandich A, Alvarez L. Developing a mobile-based brief intervention to reduce cannabis-impaired driving among youth: An intervention mapping approach. International Journal of Drug Policy 2024;134:104626 View
  31. Emezue C, Dan-Irabor D, Froilan A, Dunlap A, Zamora P, Negron S, Simmons J, Watkins J, Julion W, Karnik N. Evaluating an App-Based Intervention for Preventing Firearm Violence and Substance Use in Young Black Boys and Men: Usability Evaluation Study. JMIR Formative Research 2024;8:e60918 View
  32. Kenyon E, Yang M, Chung T, Wilson A, Feldstein Ewing S. Multilevel associations of peer cognitive factors and adolescent cannabis use in a legal recreational cannabis region. Frontiers in Psychiatry 2024;15 View
  33. Hsu T, Whelan P, Gandrup J, Armitage C, Cordingley L, McBeth J. Personalized interventions for behaviour change: A scoping review of just‐in‐time adaptive interventions. British Journal of Health Psychology 2025;30(1) View
  34. Merrill J, Moitra E, Giorlando K, Olsen E, Leigland A, Abrantes A, Whiteley L. Qualitative interviews with young adults at risk for psychosis and who use Cannabis: Informing the development of a mobile intervention. Addictive Behaviors 2025;161:108216 View

Books/Policy Documents

  1. Nahum-Shani I, Wetter D, Murphy S. Digital Therapeutics for Mental Health and Addiction. View
  2. Halliday D, Espinoza S, Schneider S, Steinberg J. Encyclopedia of Child and Adolescent Health. View