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?

Accepted for/Published in: JMIR Formative Research

Date Submitted: Feb 20, 2026
Date Accepted: Jul 31, 2026

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

A Mobile App for Student Veterans With Co-Occurring Academic and Psychiatric Concerns: Pilot Usability and Feasibility Study

Reilly ED, Mueller LN, Ellison ML, Crossman DM, Grigorian HL, Schrader SW, Kelly MM, Bernice K

A Mobile App for Student Veterans With Co-Occurring Academic and Psychiatric Concerns: Pilot Usability and Feasibility Study

JMIR Form Res 2026;10:e93871

DOI: 10.2196/93871

PMID: 42727070

A Mobile Application for Student Veterans with Co-Occurring Academic and Psychiatric Concerns: Pilot Usability and Feasibility Study

  • Erin Dawna Reilly; 
  • Lisa N. Mueller; 
  • Marsha L. Ellison; 
  • Donna M. Crossman; 
  • Hannah L. Grigorian; 
  • Shannon W. Schrader; 
  • Megan M. Kelly; 
  • Katarina Bernice

ABSTRACT

Background:

Over 600,000 student veterans use military benefits to pursue higher education annually, with 75% enrolled as full-time students. Advancing their education is an important step toward improving their employment, financial, and social opportunities. However, student veterans also experience high rates of co-occurring psychiatric concerns like substance use disorder (SUD), posttraumatic stress disorder (PTSD), or depression. For these students, additional psychoeducation, support, and guidance may be required. To support their goals, a mobile application with targeted content for student Veterans managing common psychiatrics concerns could be particularly helpful.

Objective:

The primary aim of this pilot study was to iteratively revise and assess usability, acceptability, and feasibility of the VetEd mobile application and study procedures. The secondary aim was to explore preliminary changes from pre- to post-application use in academic functioning and community reintegration.

Methods:

This study used a mixed methods approach; pilot usability testing and iterative revisions were completed across three waves of participants (wave one=4, wave two=4, wave three=5, total n=13). Usability was measured using the System Usability Scale (SUS), and acceptability was measured using the Acceptability E-Scale (ASES). App use feasibility was collected through app-engagement data from the 4-weeks of mobile app use. Study feasibility was assessed by rate of recruitment, retention, and survey completion. Secondary measures to assess potential mobile app impact included academic self-efficacy, perceived ability to complete cope with education barriers, and community reintegration. Participants were also given the opportunity to complete an exit interview to provide additional usability, acceptability, and outcome information.

Results:

Study feasibility was high, with greater than projected rates of recruitment (4 – 5 per month), retention (100%, 13/13), and survey completion at all three time points (100%, 80%, and 100% respectively). Overall, 85% (11/13) of both usability and acceptability scores were above the pre-defined benchmarks. Engagement with VetEd was high, with participants completing on average 90.8% of requested app activities. Increases in secondary outcomes were reported in 69% (9/13) of students for academic self-efficacy, 69% (9/13) for coping with educational barriers, and 46% (6/13) on improved community reintegration. Exit interviews highlighted that VetEd was easy to use, included pertinent information for both academic and mental health functioning, and had vital information on connecting to additional resources.

Conclusions:

Pilot findings suggested that the VetEd mobile app is usable, acceptable, and provided useful information and resources for improved academic functioning and psychiatric issues like substance misuse, depression, PTSD, and anxiety. Additional research is needed to assess its effectiveness and impact for student Veterans nationwide. Clinical Trial: ClinicalTrials.gov NCT05344092: https://clinicaltrials.gov/study/NCT05344092


 Citation

Please cite as:

Reilly ED, Mueller LN, Ellison ML, Crossman DM, Grigorian HL, Schrader SW, Kelly MM, Bernice K

A Mobile App for Student Veterans With Co-Occurring Academic and Psychiatric Concerns: Pilot Usability and Feasibility Study

JMIR Form Res 2026;10:e93871

DOI: 10.2196/93871

PMID: 42727070

Download PDF


Request queued. Please wait while the file is being generated. It may take some time.

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.