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

E-Health Policy and Health Systems Innovation (340) JMIR Theme Issue: COVID-19 Special Issue (2553) JMH Theme Issue: COVID-19 and Mental Health: Impact and Interventions 2023 (409) Innovations in Mental Health Systems (484)

Published on in Vol 23, No 6 (2021): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/25331, first published .
The Impact of Technology-Enabled Care Coordination in a Complex Mental Health System: A Local System Dynamics Model

The Impact of Technology-Enabled Care Coordination in a Complex Mental Health System: A Local System Dynamics Model

The Impact of Technology-Enabled Care Coordination in a Complex Mental Health System: A Local System Dynamics Model

Authors of this article:

Frank Iorfino1 Author Orcid Image ;   Jo-An Occhipinti1 Author Orcid Image ;   Adam Skinner1 Author Orcid Image ;   Tracey Davenport1 Author Orcid Image ;   Shelley Rowe1 Author Orcid Image ;   Ante Prodan2 Author Orcid Image ;   Julie Sturgess3 Author Orcid Image ;   Ian B Hickie1 Author Orcid Image
Article Authors Cited by (34) Tweetations (18) Metrics

Journals

  1. Wang S, Zhang M, Huang X, Hu T, Li Z, Sun Q, Liu Y. Urban-regional disparities in mental health signals in Australia during the COVID-19 pandemic: a study via Twitter data and machine learning models. Cambridge Journal of Regions, Economy and Society 2022;15(3):663 View
  2. Balcombe L, De Leo D. Digital Mental Health Amid COVID-19. Encyclopedia 2021;1(4):1047 View
  3. Iorfino F, Piper S, Prodan A, LaMonica H, Davenport T, Lee G, Capon W, Scott E, Occhipinti J, Hickie I. Using Digital Technologies to Facilitate Care Coordination Between Youth Mental Health Services: A Guide for Implementation. Frontiers in Health Services 2021;1 View
  4. Ćosić K, Popović S, Šarlija M, Kesedžić I, Gambiraža M, Dropuljić B, Mijić I, Henigsberg N, Jovanovic T. AI-Based Prediction and Prevention of Psychological and Behavioral Changes in Ex-COVID-19 Patients. Frontiers in Psychology 2021;12 View
  5. Balcombe L, De Leo D. The Potential Impact of Adjunct Digital Tools and Technology to Help Distressed and Suicidal Men: An Integrative Review. Frontiers in Psychology 2022;12 View
  6. Eapen V, Stylianakis A, Scott E, Milroy H, Bowden M, Haslam R, Stathis S. Stemming the tide of mental health problems in young people: Challenges and potential solutions. Australian & New Zealand Journal of Psychiatry 2023;57(4):482 View
  7. Rubeis G. iHealth: The ethics of artificial intelligence and big data in mental healthcare. Internet Interventions 2022;28:100518 View
  8. Hesse B, Aronoff‐Spencer E, Ahern D, Mullett T, Gibbons C, Chih M, Hubenko A, Koop B. “Don't drop the patient:” Health information in a postpandemic world. World Medical & Health Policy 2022;14(2):310 View
  9. Minian N, Gayapersad A, Saiva A, Dragonetti R, Kidd S, Strudwick G, Selby P. An e–Mental Health Resource for COVID-19–Associated Stress Reduction: Mixed Methods Study of Reach, Usability, and User Perceptions. JMIR Mental Health 2022;9(8):e39885 View
  10. Bakkeli N. Predicting Psychological Distress During the COVID-19 Pandemic: Do Socioeconomic Factors Matter?. Social Science Computer Review 2023;41(4):1227 View
  11. LaMonica H, Iorfino F, Lee G, Piper S, Occhipinti J, Davenport T, Cross S, Milton A, Ospina-Pinillos L, Whittle L, Rowe S, Dowling M, Stewart E, Ottavio A, Hockey S, Cheng V, Burns J, Scott E, Hickie I. Informing the Future of Integrated Digital and Clinical Mental Health Care: Synthesis of the Outcomes From Project Synergy. JMIR Mental Health 2022;9(3):e33060 View
  12. Balcombe L, De Leo D. Human-Computer Interaction in Digital Mental Health. Informatics 2022;9(1):14 View
  13. Carlsson K, Brommels M. Integrated Health and Social Services for People With Chronic Mental Health Problems: People Are More Important Than Processes. Insights From a Multiple Case Study in Swedish Psychiatry. Frontiers in Public Health 2022;10 View
  14. McHugh C, Iorfino F, Zmicerevska N, Song Y, Skinner A, Scott E, Hickie I. Premature mortality in young people accessing early intervention youth mental healthcare: data-linkage cohort study. BJPsych Open 2023;9(3) View
  15. Chong M, Hickie I, Cross S, McKenna S, Varidel M, Capon W, Davenport T, LaMonica H, Sawrikar V, Guastella A, Naismith S, Scott E, Iorfino F. Digital Application of Clinical Staging to Support Stratification in Youth Mental Health Services: Validity and Reliability Study. JMIR Formative Research 2023;7:e45161 View
  16. Iorfino F, Varidel M, Marchant R, Cripps S, Crouse J, Prodan A, Oliveria R, Carpenter J, Hermens D, Guastella A, Scott E, Shah J, Merikangas K, Scott J, Hickie I. The temporal dependencies between social, emotional and physical health factors in young people receiving mental healthcare: a dynamic Bayesian network analysis. Epidemiology and Psychiatric Sciences 2023;32 View
  17. Allison S, Bastiampillai T, Kisely S, Looi J. Unpeeling the onion: Digital triage and monitoring of general practice, private psychiatry, and psychology. Australasian Psychiatry 2024;32(2):118 View
  18. Chandra A, Sreeganga S, Ramaprasad A. Mental healthcare systems research during COVID-19: Lessons for shifting the paradigm post COVID-19. Urban Governance 2024;4(1):5 View
  19. Rheinberger D, Baffsky R, McGillivray L, Z Q Gan D, Larsen M, Torok M. Digital therapeutics in the hospital for suicide crisis – content and design recommendations from young people and hospital staff. DIGITAL HEALTH 2024;10 View
  20. Adams J. Examining Ethical and Social Implications of Digital Mental Health Technologies Through Expert Interviews and Sociotechnical Systems Theory. Digital Society 2024;3(2) View
  21. Tyack Z, McPhail S, Aarons G, McGrath K, Barron A, Carter H, Larkins S, Barnett A, Hummell E, Tulleners R, Fisher O, Harvey G, Jones L, Murray K, Abell B. Evaluating the tailored implementation of a multisite care navigation service for mental health in rural and remote Australia (The Bridging Study): protocol for a community-engaged hybrid effectiveness-implementation study. Implementation Science 2024;19(1) View
  22. Gariepy G, Zahan R, Osgood N, Yeoh B, Graham E, Orpana H. Dynamic Simulation Models of Suicide and Suicide-Related Behaviors: Systematic Review. JMIR Public Health and Surveillance 2024;10:e63195 View
  23. Lääveri T, Metsäniemi P, Tuovinen T, Vainiomäki S, Reponen J. Healthcare information system support for leadership and management: Experiences of Finnish physician leaders by specialty from three cross-sectional surveys in 2014, 2017, and 2021. International Journal of Medical Informatics 2025;196:105814 View
  24. LaMonica H, Bettancourt Niño P, Gómez-Restrepo C, Uribe-Restrepo J, Colón-Llamas T, Escobar Altare A, Naranjo-Bedoya I, Morales-Zuluaga L, Pavlich-Mariscal J, Pomares-Quimbaya A, Puentes Mojica A, Navarro Mancilla A, Peña Torres E, Iorfino F, Gorban C, Hickie I, Ospina-Pinillos L. Providing digital mental health support and guidance across Colombia: An observational study. DIGITAL HEALTH 2025;11 View
  25. Chong M, Hickie I, Ekambareshwar M, Poulsen A, McKenna S, Hutcheon A, Hockey S, Scott E, Iorfino F. Personalized and collaborative use of digital measurement-based care tools enhances engagement among young adults: a mixed-methods study. BMC Health Services Research 2025;25(1) View
  26. Xue Y, Song M, Yu H, Chen X, Ung C, Hu H. Implementation of Clinical Services for Adults with Obesity in Different Health Systems: A Scoping Review and Causal Loop Diagram. Diabetes, Metabolic Syndrome and Obesity 2025;Volume 18:1695 View
  27. Gorban C, Chong M, Poulsen A, Turner A, LaMonica H, McKenna S, Scott E, Hickie I, Iorfino F. Young People’s Experiences Using a Digital Mental Health Tool to Support Their Care in a Real-World Service: Lived Experience–Led Qualitative Study. JMIR Mental Health 2025;12:e70154 View
  28. LaMonica H, Hickie I, Capon W, Ahia M, Ewing L, Lee W, Iorfino F, Song Y, McKenna S, Cleverley K. Digital Tools to Support Post‐Secondary Student Mental Health and Wellbeing. Early Intervention in Psychiatry 2025;19(10) View
  29. Bouton C, Fayolle A, Cailliez E, Ramond A, Guineberteau C. Improving frequency and content of referral correspondence between general practitioners and psychiatrists: a cross-sectional descriptive study. Primary Health Care Research & Development 2025;26 View

Books/Policy Documents

  1. Martí-Noguera J. Governing Digital Mental Health. View
  2. Martí-Noguera J. Governing Digital Mental Health. View

Conference Proceedings

  1. Guo J, Jia Y, Wang Y. International Conference on Transportation and Development 2022. Research on Hazard Analysis Method of Apron Operation Management System Based on Weighted System Dynamics View
  2. Koul S, Mishra V, Taylor I. 2024 First International Conference on Pioneering Developments in Computer Science & Digital Technologies (IC2SDT). System Dynamics Modeling for Understanding the Adoption of Digital Therapeutics View
  3. Juhana T, Lukman S, Khwakhali U. 2025 9th International Conference on Instrumentation, Control, and Automation (ICA). Challenges and Issues for Integrated Internet of Things (IoT) of Emotional Awareness through ChatGPT Effectiveness: Review Paper View