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Accepted for/Published in: JMIR Pediatrics and Parenting

Date Submitted: Jan 16, 2025
Open Peer Review Period: Jan 30, 2025 - Mar 27, 2025
Date Accepted: Jan 6, 2026
(closed for review but you can still tweet)

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

Effects of an App-Based Intervention on Psychological Well-Being Among Young Individuals not in Employment, Education, or Training With and Those Without Disability: Subgroup Analysis of a Randomized Controlled Trial

Blom L, Rickardsson J, Livheim F, Lindberg L

Effects of an App-Based Intervention on Psychological Well-Being Among Young Individuals not in Employment, Education, or Training With and Those Without Disability: Subgroup Analysis of a Randomized Controlled Trial

JMIR Pediatr Parent 2026;9:e71367

DOI: 10.2196/71367

PMID: 41678795

PMCID: 12946780

Warning: This is an author submission that is not peer-reviewed or edited.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.

Effects of an app-based intervention on psychological well-being among young individuals not in employment, education, or training with and without disability: a subgroup analysis of a randomized controlled trial

  • Lisa Blom; 
  • Jenny Rickardsson; 
  • Fredrik Livheim; 
  • Lene Lindberg

ABSTRACT

Background:

The population of young individuals not in employment, education or training (NEET) are highly diverse but a common problem appears to be their mental health. NEETs due to illness or disability are of particular concern for social exclusion but little is known of how NEET with and without disability make use of, and gain from, employment interventions. There is also a scarcity of research on psychological interventions and mental health outcomes on NEET individuals. Acceptance and commitment therapy (ACT) has shown promising results on psychological outcomes on young adults.

Objective:

The study aimed to expand the knowledge on effects of an app-based intervention built on ACT on NEETs with and without disability.

Methods:

A two-armed randomized controlled trial was conducted in 2021 including 151 NEET individuals 16-24 years. Participants were recruited mainly via social media platforms and through organizations working with NEET individuals. The intervention group (n=77) used an app for psychological well-being with possibility for digital group meetings for 6 weeks and the control group (n=74) received film clips once a week. Outcomes were self-assessed through questionnaires. Statistical analyses were made using Chi2, Mann-Whitney U-test, GLM and logistic regression.

Results:

No differences in effects on mental health were seen between intervention and control group, neither overall nor between NEET individuals with or without disability. Usage data show that 68.6% of the participants in the intervention group downloaded the app and 24.7% completed all six modules. Effects on employment and education levels were only seen within the intervention group where those that had completed one or more modules had higher likelihood of being active in terms of employment and education compared to those that did not complete modules. No significant effects were seen in employment and education levels in relation to disability status. A high proportion of the participants had a disability, few were in contact with a youth employment center and female participants were overrepresented in general. Participants with disabilities had lower self-esteem, had less frequently completed high school, fewer had work experience and a larger proportion had been in the NEET situation over a year. A higher drop-out were seen among participants in the intervention group and among male participants.

Conclusions:

No effects of the app-based intervention were seen for psychological well-being between NEET individuals with disability and those without, but the results showed potential effects on employment and education levels related to engagement in the intervention. NEETs with disability are of particular concern and might need additional efforts or other types of interventions than the one investigated herein. Findings can be considered weak due to the low adherence and high attrition. Clinical Trial: Registered on 12 February 2021 at ISRCTN (#ISRCTN46697028), https://doi.org/10.1186/ISRCTN46697028


 Citation

Please cite as:

Blom L, Rickardsson J, Livheim F, Lindberg L

Effects of an App-Based Intervention on Psychological Well-Being Among Young Individuals not in Employment, Education, or Training With and Those Without Disability: Subgroup Analysis of a Randomized Controlled Trial

JMIR Pediatr Parent 2026;9:e71367

DOI: 10.2196/71367

PMID: 41678795

PMCID: 12946780

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