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Accepted for/Published in: JMIR Human Factors

Date Submitted: Jun 5, 2024
Date Accepted: Feb 14, 2025
(closed for review but you can still tweet)

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

A Just-in-Time Adaptive Intervention (Shift) to Manage Problem Anger After Trauma: Co-Design and Development Study

Metcalf O, Forbes D, Henry LL, Qian T, Varker T, Brotman MA, Cowlishaw S, Lamb KE, O'Donnell ML

A Just-in-Time Adaptive Intervention (Shift) to Manage Problem Anger After Trauma: Co-Design and Development Study

JMIR Hum Factors 2025;12:e62960

DOI: 10.2196/62960

PMID: 40402559

PMCID: 12148248

A just-in-time adaptive intervention (Shift) to manage problem anger after trauma: Co-design and development

  • Olivia Metcalf; 
  • David Forbes; 
  • Lauren L Henry; 
  • Tianchen Qian; 
  • Tracey Varker; 
  • Melissa A Brotman; 
  • Sean Cowlishaw; 
  • Karen E Lamb; 
  • Meaghan L O'Donnell

ABSTRACT

Background:

Problem anger is common after experiencing trauma and is under-recognised relative to other posttraumatic mental health issues. Previous research has shown that digital mental health tools have significant potential to support individuals with problem anger. For digital mental health tools to have optimal engagement and uptake, involvement from end-users to design the tool is essential.

Objective:

The objective of this study is to describe development of a just-in-time adaptive intervention targeting problem anger in individuals who have experienced trauma.

Methods:

We used a participatory design process following the double-diamond framework, involving one-on-one qualitative interviews with trauma-exposed individuals with problem anger (n = 10), and then co-design workshops with digital tool experts (n = 3), and trauma experts (n = 3). We thematically coded interview data to create design principles for this population and generate content for the intervention, which we then took to co-design workshops for feedback.

Results:

Themes included: (1) dislike of mental health apps targeting depression and anxiety, with unique look and feel preferences for digital mental health tools targeting anger; (2) interest in self-led and personalised support and content; and (3) experiencing anger in stages with different support needed at each stage. Based on the design ideas and iterative participant feedback, several modules were developed: personalised schedules and content onboarding; psychoeducation about problem anger; crisis support; mood monitoring via anger check-ins; self-led and personalised circuit breakers; cognitive-behavioural based skills; and a supportive Coach embedded in the app. Some suggested features were not pursued due to feasibility reasons relating to participant safety or technical costs.

Conclusions:

The resulting just-in-time adaptive intervention Shift is the first digital mental health tool designed with end users to manage anger after trauma.


 Citation

Please cite as:

Metcalf O, Forbes D, Henry LL, Qian T, Varker T, Brotman MA, Cowlishaw S, Lamb KE, O'Donnell ML

A Just-in-Time Adaptive Intervention (Shift) to Manage Problem Anger After Trauma: Co-Design and Development Study

JMIR Hum Factors 2025;12:e62960

DOI: 10.2196/62960

PMID: 40402559

PMCID: 12148248

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