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Accepted for/Published in: Journal of Medical Internet Research

Date Submitted: Jan 13, 2025
Date Accepted: Apr 21, 2025
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Examining the Impact of Youth Mental Health Services Capacity Growth Trajectories and Digital Interventions on Youth Mental Health Outcomes: System Dynamics Modeling Analysis

Hosseini SH, Ho N, Huntley S, Piper S, Crosland P, Skinner A, Vacher C, Tran K, Nguyen KH, Song YJC, Loblay V, Iannelli O, Ferdousi S, Munasinghe S, Rao S, Lam D, Waterhouse-Bushnell Z, Clancey G, Hickie IB, Occhipinti JA

Examining the Impact of Youth Mental Health Services Capacity Growth Trajectories and Digital Interventions on Youth Mental Health Outcomes: System Dynamics Modeling Analysis

J Med Internet Res 2025;27:e71256

DOI: 10.2196/71256

PMID: 40840438

PMCID: 12375514

Examining the Impact of Youth Mental Health Services Capacity Growth Trajectories and Digital Interventions on Youth Mental Health Outcomes: a System Dynamics Modelling Analysis

  • Seyed Hossein Hosseini; 
  • Nicholas Ho; 
  • Samantha Huntley; 
  • Sarah Piper; 
  • Paul Crosland; 
  • Adam Skinner; 
  • Catherine Vacher; 
  • Kristen Tran; 
  • Kim-Huong Nguyen; 
  • Yun Ju Christine Song; 
  • Victoria Loblay; 
  • Olivia Iannelli; 
  • Shahana Ferdousi; 
  • Sithum Munasinghe; 
  • Sujata Rao; 
  • Devin Lam; 
  • Zoe Waterhouse-Bushnell; 
  • Garner Clancey; 
  • Ian B. Hickie; 
  • Jo-An Occhipinti

ABSTRACT

Background:

Mental health (MH) issues are the leading cause of mortality for young people, highlighting the importance of timely, high-quality, and affordable care. However, recent trends show a deceleration in the growth of youth mental health (YMH) services capacity in Australia. Meanwhile, digital interventions hold significant potential to sustain and enhance YMH outcomes.

Objective:

This study aimed to evaluate the impact of (i) the comparative impact of different services capacity growth trajectories on YMH outcomes, and (ii) whether digital interventions can offset rising demand and declining workforce capacity, to offer insights into strategic resource allocation for sustained improvements.

Methods:

Participatory System Dynamics (SD) modelling was used to investigate the impact of MH services capacity growth trajectories and digital interventions on YMH outcomes, with simulation results projected for 2025-2035. The study focused on individuals aged 15-24 years from a culturally diverse, rapidly expanding urban population in Australia. Outcomes assessed included years lived with psychological distress and disorders, MH-related emergency department presentations, and self-harm hospitalizations.

Results:

Among the services modelled, doubling the growth rates for specialised MH services had the greatest impact (8.4% reduction in cumulative years lived with symptomatic mental disorder). Doubling the growth rates for specialised MH service, headspace, and referrals to online services, together, could significantly enhance YMH outcomes. Compared to baseline, this strategic investment approach is projected to reduce cumulative years spent with symptomatic mental disorders, cumulative MH-related emergency department (ED) presentations, and cumulative self-harm hospitalisations, by 14%, 6.4%, and 4.1% respectively, from 2025 to 2035. Digital interventions alone produced comparable impacts to specialised services, but critically, could not prevent worsening outcomes when specialised services experienced degrowth. Combining digital interventions with expansion of specialised services yielded best outcomes with reductions of 15%, 5.1%, and 4.4% in these indicators respectively.

Conclusions:

The findings emphasise digital technologies as an effective interim and long-term solution to mitigate the slow and uncertain growth in the specialised MH workforce. However, simulation results showed that achieving sustained long-term improvements necessitates concurrent investment in expanding the specialised MH workforce, as digital interventions alone cannot compensate for degradation in specialized services capacity. A strategic combined approach offers the most effective pathway to improving YMH outcomes.


 Citation

Please cite as:

Hosseini SH, Ho N, Huntley S, Piper S, Crosland P, Skinner A, Vacher C, Tran K, Nguyen KH, Song YJC, Loblay V, Iannelli O, Ferdousi S, Munasinghe S, Rao S, Lam D, Waterhouse-Bushnell Z, Clancey G, Hickie IB, Occhipinti JA

Examining the Impact of Youth Mental Health Services Capacity Growth Trajectories and Digital Interventions on Youth Mental Health Outcomes: System Dynamics Modeling Analysis

J Med Internet Res 2025;27:e71256

DOI: 10.2196/71256

PMID: 40840438

PMCID: 12375514

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