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?

Currently accepted at: JMIR Human Factors

Date Submitted: Jul 29, 2025
Date Accepted: Mar 27, 2026

This paper has been accepted and is currently in production.

It will appear shortly on 10.2196/81505

The final accepted version (not copyedited yet) is in this tab.

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

Using Digital Mental Health and Measurement-based Care with Youth Experiencing Suicidal Thoughts and Behaviors: A Qualitative Study of Clinician Barriers and Facilitators

  • Lia Norman; 
  • Katherine Bright; 
  • Karina Pintson; 
  • Julia Hews-Girard; 
  • Adrijana D'Silva; 
  • Courtney Habina; 
  • Diana F. Pricop; 
  • Geneca Henry; 
  • Sarah Daniel; 
  • Lauren Volcko; 
  • Katelyn Greer; 
  • Jason Gondziola; 
  • Leanne Stamp; 
  • Melanie Fersovitch; 
  • Karen Moskovic; 
  • Jessica Bradley; 
  • Haley M. LaMonica; 
  • Ian Hickie; 
  • Frank Iorfino; 
  • David Johnson; 
  • Paul Arnold; 
  • Gina Dimitropoulos

ABSTRACT

Background:

Youth suicide is a public health crisis. In addition to suicide mortality, many youth experience and live with suicidal thoughts and behaviors (STBs). STBs have serious consequences for youth mental health – and are associated with suicide. Despite recognition of the incidence and severity of STBs, barriers to accessing support are prevalent. Digital mental health (dMH) and digitally delivered measurement-based care (MBC) may improve youth’s access to treatment and enhance clinical response to suicide risk and crises.

Objective:

The objective of this study was to explore clinician perceptions of the barriers and facilitators to using dMH and MBC with youth experiencing STBs.

Methods:

As part of a larger implementation science project, a dMH and MBC platform was implemented in youth-serving mental health service settings in communities across Alberta, Canada. The platform contains a multidimensional assessment package and embeds an automated suicide escalation protocol that notifies clinicians when youth report STBs. In participating service settings, 32 interviews were conducted with clinicians using dMH and MBC. We utilized the Consolidated Framework for Implementation Research and thematic analysis to identify barriers, facilitators, and relevant themes. Practical implications and recommendations were developed with input from clinicians and researchers.

Results:

Four overarching themes were identified that describe barriers and facilitators to using dMH and MBC with youth experiencing STBs in (1) clinicians’ service settings and practice, and (2) the dMH and MBC platform itself. In clinicians’ service settings and practice, barriers included the incompatibility of crisis notifications with service setting structure, the burden of monitoring the platform, and concerns about clinicians’ capacity to respond to youth experiencing suicidality. The complexity of the platform and continuous crisis notifications for youth with persistent or past STBs were identified as barriers in dMH and MBC. Despite their concerns, clinicians saw that using dMH and MBC collaboratively with youth facilitated the therapeutic relationship and aligned with their service settings’ mission and values. The platform enabled disclosure of STBs and facilitated identification and early intervention by clinicians.

Conclusions:

Given the association between STBs and suicide, attending to STBs is a critical component of suicide prevention. Our findings demonstrate that direct assessment of STBs may address the youth suicide crisis by facilitating disclosure and rapid clinical action. Clinicians delivering dMH and MBC must be supported by applying their recommendations, mitigating barriers, and leveraging facilitators to implementation.


 Citation

Please cite as:

Norman L, Bright K, Pintson K, Hews-Girard J, D'Silva A, Habina C, Pricop DF, Henry G, Daniel S, Volcko L, Greer K, Gondziola J, Stamp L, Fersovitch M, Moskovic K, Bradley J, LaMonica HM, Hickie I, Iorfino F, Johnson D, Arnold P, Dimitropoulos G

Using Digital Mental Health and Measurement-based Care with Youth Experiencing Suicidal Thoughts and Behaviors: A Qualitative Study of Clinician Barriers and Facilitators

JMIR Preprints. 29/07/2025:81505

URL: https://preprints.jmir.org/preprint/81505

Per the author's request the PDF is not available.