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Accepted for/Published in: JMIR Human Factors

Date Submitted: Aug 21, 2025
Open Peer Review Period: Sep 5, 2025 - Oct 31, 2025
Date Accepted: Jan 2, 2026
(closed for review but you can still tweet)

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

Online Tiered Screening for Mental Health Problems Among Refugees in Sweden: Validation Study

Meurling J, Rondung E, Demetry Y, Geranmayeh A, Leiler A, Andersson G, Bjärtå A

Online Tiered Screening for Mental Health Problems Among Refugees in Sweden: Validation Study

JMIR Hum Factors 2026;13:e82763

DOI: 10.2196/82763

PMID: 41611217

PMCID: 12902762

Warning: This is an author submission that is not peer-reviewed or edited.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

Screening for Mental Health Problems Among Refugees: Validation of an Online Tiered Screening Procedure (i-TAP)

  • Jennifer Meurling; 
  • Elisabet Rondung; 
  • Youstina Demetry; 
  • Anahita Geranmayeh; 
  • Anna Leiler; 
  • Gerhard Andersson; 
  • Anna Bjärtå

ABSTRACT

Background:

Refugees commonly experience numerous adverse and traumatic events and are therefore at increased risk of mental health problems. Despite the high need for mental health interventions, services tend to be under-utilized by refugees, and various barriers compromise access. Digital, efficient screening, adapted for refugees, could facilitate initial assessment and increase accessibility to mental health services. We developed an internet-based tiered screening procedure, i-TAP, aiming to identify clinically relevant symptoms of major depressive disorder, anxiety disorders, post-traumatic stress disorder (PTSD) and insomnia disorder among refugees. The i-TAP is an adaptive procedure with three tiers aiming to identify general mental distress in tier 1, differentiate between symptoms in tier 2, and assess severity of symptoms in tier 3. Each tier additionally functions as a gateway to further assessment, as a negative outcome terminates the procedure.

Objective:

The purpose of the this study was to evaluate the diagnostic test accuracy of the i-TAP, using structured clinical assessments as reference standard.

Methods:

In this prospective study, 70 adult participants with a refugee background, literate in Arabic, Dari, Farsi or Swedish, and residing in Sweden, completed the i-TAP on tablets and participated in a subsequent structured diagnostic interview.

Results:

Results show that the i-TAP could identify 91.7% of individuals assessed with any psychiatric disorder, and correctly identified 82.1% of all positive cases of depression, anxiety, PTSD and insomnia, with few false negative assessments. Overall test accuracy of the i-TAP ranged between 77.1% and 84.3%, depending on disorder. The tiered design could reduce item burden with maintained accuracy. A vast majority of participants rated the user-experience as positive. In this sample, 36 (51.4%) individuals were assessed with one or more psychiatric disorders and comorbidity was high.

Conclusions:

The i-TAP may be a valid, efficient and feasible screening tool for identification of common psychiatric disorders among refugees. The i-TAP could be implemented as a first screener in various settings, including online and in-person clinical practices. The digital, adaptive, multilanguage format could facilitate early assessment and increase the availability of mental health services for refugees.


 Citation

Please cite as:

Meurling J, Rondung E, Demetry Y, Geranmayeh A, Leiler A, Andersson G, Bjärtå A

Online Tiered Screening for Mental Health Problems Among Refugees in Sweden: Validation Study

JMIR Hum Factors 2026;13:e82763

DOI: 10.2196/82763

PMID: 41611217

PMCID: 12902762

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