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 submitted to: JMIR Research Protocols

Date Submitted: Jan 10, 2026
Open Peer Review Period: Jan 12, 2026 - Mar 9, 2026
(closed for review but you can still tweet)

NOTE: This is an unreviewed Preprint

Warning: This is a unreviewed preprint (What is a preprint?). Readers are warned that the document has not been peer-reviewed by expert/patient reviewers or an academic editor, may contain misleading claims, and is likely to undergo changes before final publication, if accepted, or may have been rejected/withdrawn (a note "no longer under consideration" will appear above).

Peer review me: Readers with interest and expertise are encouraged to sign up as peer-reviewer, if the paper is within an open peer-review period (in this case, a "Peer Review Me" button to sign up as reviewer is displayed above). All preprints currently open for review are listed here. Outside of the formal open peer-review period we encourage you to tweet about the preprint.

Citation: Please cite this preprint only for review purposes or for grant applications and CVs (if you are the author).

Final version: If our system detects a final peer-reviewed "version of record" (VoR) published in any journal, a link to that VoR will appear below. Readers are then encourage to cite the VoR instead of this preprint.

Settings: If you are the author, you can login and change the preprint display settings, but the preprint URL/DOI is supposed to be stable and citable, so it should not be removed once posted.

Submit: To post your own preprint, simply submit to any JMIR journal, and choose the appropriate settings to expose your submitted version as preprint.

Warning: This is an author submission that is not peer-reviewed or edited.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

Implementation of Digital and Analog School-Based Mental Health Programs in Europe Since COVID-19: A Mixed Methods Systematic Review Protocol

  • Dora Eleonore Burbank; 
  • Maike Trautner; 
  • Sophie Henze; 
  • Elena Rombach; 
  • Malte Schwinger

ABSTRACT

Background:

Over the past decade, Europe has expanded school-based mental health prevention programs, yet the prevalence of mental disorders among children and adolescents remains high and has risen further since the COVID-19 pandemic. Digital interventions have proliferated, yet implementation gaps persist, limiting their impact.

Objective:

To synthesize quantitative, qualitative, and mixed-methods evidence on the facilitators and barriers to implementing digital and analog universal school-based mental health promotion programs for children and adolescents (ages 5–19) in European primary and secondary schools, and to examine how implementation quality is assessed and the role of the digital environment.

Methods:

A three-step search will be conducted across the interfaces PubMed, EBSCO, Clarivate Analytics, PubPsych, Fachportal Pädagogik, Google Scholar, relevant preprint servers, and the reference lists of all included sources of evidence. A first systematic search was completed in January 2026. Titles/abstracts and full texts will be screened independently by two reviewers, with disagreements resolved through discussion or a third reviewer. Methodological quality will be appraised by assessing the trustworthiness, relevance, and results of published papers. Data will be extracted using standardized JBI forms and analyzed separately into quantitative (descriptive statistics, possible meta-analysis) and qualitative (meta-aggregation) components, followed by a convergent, segregated synthesis to integrate findings. No deviations from the JBI mixed-methods systematic review methodology are anticipated.

Results:

A comprehensive PubMed search was conducted on January 6, 2026, and 614 records were retrieved after applying filters. Results are expected to be published by December 2026.

Conclusions:

By integrating quantitative and qualitative findings, this review will identify the key facilitators and barriers influencing the real‑world uptake of digital and analog school‑based mental‑health programs across Europe. Mapping these determinants onto implementation frameworks such as CFIR and RE‑AIM and linking them to program outcomes will yield actionable recommendations that can close the implementation gap, bolster sustainability, and improve mental‑health outcomes for children and adolescents in the post‑COVID era.


 Citation

Please cite as:

Burbank DE, Trautner M, Henze S, Rombach E, Schwinger M

Implementation of Digital and Analog School-Based Mental Health Programs in Europe Since COVID-19: A Mixed Methods Systematic Review Protocol

JMIR Preprints. 10/01/2026:91181

DOI: 10.2196/preprints.91181

URL: https://preprints.jmir.org/preprint/91181

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.