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Development and validation of a mental health screening tool for asylum-seekers and refugees: the STAR-MH
Open accessAbstract
BACKGROUND: There is no screening tool for major depressive disorder (MDD) or post-traumatic stress disorder (PTSD) in asylum-seekers or refugees (ASR) that can be readily administered by non-mental health workers. Hence, we aimed to develop a brief, sensitive and rapidly administrable tool for non-mental health workers to screen for MDD and PTSD in ASR. METHODS: The screening tool was developed from an extant dataset (n = 121) of multiply screened ASR and tested prospectively (N = 192) against the M.I.N.I. (Mini International Neuropsychiatric Interview) structured psychiatric interview. Rasch, Differential Item Functioning and ROC analyses evaluated the psychometric properties and tool utility. RESULTS: A 9-item tool with a median administration time of six minutes was generated, comprising two 'immediate screen-in' items, and a 7-item scale. The prevalence of PTSD &/or MDD using the M.I.N.I. was 32%, whilst 99% of other diagnosed mental disorders were comorbid with one or both of these. Using a cut-score of ≥2, the tool provided a sensitivity of 0.93, specificity of 0.75 and predictive accuracy of 80.7%. CONCLUSIONS: A brief sensitive screening tool with robust psychometric properties that was easy to administer at the agency of first presentation was developed to facilitate mental health referrals for asylum-seekers and new refugees.
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“Existing screening tools, such as the Screening Tool for Asylum-seeker and Refugee Mental Health (STAR-MH) [25] or the Self-Report Questionnaire-5 [26], are primarily designed as diagnostic instruments, not as digital decision support tools.”
From A Digital Tool for Culturally Responsive Reflection and Case Conceptualization in First-Line Services to Support Children With a Refugee Background: Development and Usability Study (2026) · cites this paper as [25]
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“While valuable for detecting disorders such as depression or posttraumatic stress disorder, these tools do not have an educational function, are not interactive, and do not support professionals in broader case conceptualization.”
From A Digital Tool for Culturally Responsive Reflection and Case Conceptualization in First-Line Services to Support Children With a Refugee Background: Development and Usability Study (2026) · cites this paper as [25]
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The PHQ-9: Validity of a brief depression severity measure
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pROC: an open-source package for R and S+ to analyze and compare ROC curves
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Blackmore, R., Boyle, J. A., Fazel, M., Ranasinha, S., Gray, K. M., Fitzgerald, G., Misso, M., & Gibson-Helm, M. (2020) · PLOS Medicine · doi:10.1371/journal.pmed.1003337 · Cited by 949
Van Bogaert, C. A., Jame, B., Serneels, G. M., & Van Daele, T. (2026) · JMIR Formative Research · doi:10.2196/86809
Metadata
- Authors
- Hocking, D. C., Mancuso, S. G., & Sundram, S.
- Affiliations
- Florey Institute of Neuroscience and Mental Health (AU)
- The University of Melbourne (AU)
- Corresponding author
- Hocking, Debbie C.
- Venue
- BMC Psychiatry
- Published
- 2018-03-16
- Volume
- 18
- Issue
- 1
- Pages
- 69-69
- ISSN
- 1471-244X (ISSN-L)
- PMC
- PMC5857116
- OpenAlex
- W2801459147
- Cited by
- 74
- References
- 6
- Citations by year
- 2026: 3 · 2025: 7 · 2024: 3 · 2023: 1 · 2022: 7 · 2021: 2 · 2020: 41 · 2019: 1 · 2018: 8
- FWCI
- 13.93
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- BMC Psychiatry (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Monash University Research Portal (Monash University) (acceptedVersion, other-oa)
- Minerva Access (University of Melbourne) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Cabrini Institute
- B.B & A Miller Fund
- Topics
- Social Sciences › Psychology › Clinical Psychology › Migration, Health and Trauma
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Health Sciences › Medicine › Psychiatry and Mental health › Mental Health Treatment and Access
- Keywords
- mental health screening, asylum seekers, refugees, major depressive disorder, post-traumatic stress disorder, brief screening tool, psychometric validation, mental health referral, comorbidities
- MeSH terms
- Adolescent, Adult, Africa, Asia, Major Depressive Disorder, Female, Humans, Male, Middle Aged, Psychiatric Status Rating Scales, Psychometrics, Refugees, ROC Curve, Sensitivity and Specificity, Stress Disorders, Post-Traumatic, Victoria, Young Adult
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