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Validated Screening Tools for Common Mental Disorders in Low and Middle Income Countries: A Systematic Review

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  • Gemma-Claire Ali
  • Grace Ryan
  • Mary J De Silva

Abstract

Background: A wide range of screening tools are available to detect common mental disorders (CMDs), but few have been specifically developed for populations in low and middle income countries (LMIC). Cross-cultural application of a screening tool requires that its validity be assessed against a gold standard diagnostic interview. Validation studies of brief CMD screening tools have been conducted in several LMIC, but until now there has been no review of screening tools for all CMDs across all LMIC populations. Methods: A systematic review with broad inclusion criteria was conducted, producing a comprehensive summary of brief CMD screening tools validated for use in LMIC populations. For each validation, the diagnostic odds ratio (DOR) was calculated as an easily comparable measure of screening tool validity. Average DOR results weighted by sample size were calculated for each screening tool, enabling us to make broad recommendations about best performing screening tools. Results: 153 studies fulfilled our inclusion criteria. Because many studies validated two or more screening tools, this corresponded to 273 separate validations against gold standard diagnostic criteria. We found that the validity of every screening tool tested in multiple settings and populations varied between studies, highlighting the importance of local validation. Many of the best performing tools were purposely developed for a specific population; however, as these tools have only been validated in one study, it is not possible to draw broader conclusions about their applicability in other contexts. Conclusions: Of the tools that have been validated in multiple settings, the authors broadly recommend using the SRQ-20 to screen for general CMDs, the GHQ-12 for CMDs in populations with physical illness, the HADS-D for depressive disorders, the PHQ-9 for depressive disorders in populations with good literacy levels, the EPDS for perinatal depressive disorders, and the HADS-A for anxiety disorders. We recommend that, wherever possible, a chosen screening tool should be validated against a gold standard diagnostic assessment in the specific context in which it will be employed.

Suggested Citation

  • Gemma-Claire Ali & Grace Ryan & Mary J De Silva, 2016. "Validated Screening Tools for Common Mental Disorders in Low and Middle Income Countries: A Systematic Review," PLOS ONE, Public Library of Science, vol. 11(6), pages 1-14, June.
  • Handle: RePEc:plo:pone00:0156939
    DOI: 10.1371/journal.pone.0156939
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    Cited by:

    1. Ismael Martinez-Nicolas & Cale Basaraba & David Delgado-Gomez & Olatz Lopez-Fernandez & Enrique Baca-Garcia & Milton L. Wainberg, 2023. "The Electronic Mental Wellness Tool as a Self-Administered Brief Screening Instrument for Mental Disorders in the General Spanish Population during the Post-COVID-19 Era," IJERPH, MDPI, vol. 20(4), pages 1-12, February.
    2. Fabio Salamanca-Buentello & Mary V Seeman & Abdallah S Daar & Ross E G Upshur, 2020. "The ethical, social, and cultural dimensions of screening for mental health in children and adolescents of the developing world," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-25, August.
    3. Karimli, Leyla & Ssewamala, Fred M. & Neilands, Torsten B. & Wells, Christine R. & Bermudez, Laura Gauer, 2019. "Poverty, economic strengthening, and mental health among AIDS orphaned children in Uganda: Mediation model in a randomized clinical trial," Social Science & Medicine, Elsevier, vol. 228(C), pages 17-24.
    4. Ohrnberger, Julius & Anselmi, Laura & Fichera, Eleonora & Sutton, Matt, 2020. "The effect of cash transfers on mental health: Opening the black box – A study from South Africa," Social Science & Medicine, Elsevier, vol. 260(C).
    5. Mduduzi Colani Shongwe & Song-Lih Huang, 2021. "Suicidal Ideation and Predictors of Psychological Distress during the COVID-19 Pandemic in Eswatini: A Population-Based Household Telephone Survey," IJERPH, MDPI, vol. 18(13), pages 1-22, June.
    6. Lai Fong Chan & Choon Leng Eu & Seng Fah Tong & Song Jie Chin & Shalisah Sharip & Yee Chin Chai & Jiann Lin Loo & Nurul Ain Mohamad Kamal & Jo Aan Goon & Raynuha Mahadevan & Chian Yong Liu & Chih Nie , 2022. "Validation of the Malay Self-Report Quick Inventory of Depressive Symptomatology in a Malaysian Sample," IJERPH, MDPI, vol. 19(5), pages 1-12, February.
    7. Shamaila Mohsin & Ahmed Waqas & Najia Atif & Muhamamd Waqas Rabbani & Shahzad Ali Khan & Samina Bilal & Maria Sharif & Amina Bibi & Siham Sikander, 2021. "Accuracy of Community Informant Led Detection of Maternal Depression in Rural Pakistan," IJERPH, MDPI, vol. 18(3), pages 1-16, January.
    8. Weaver, Lesley Jo & Kaiser, Bonnie N., 2022. "Syndemics theory must take local context seriously: An example of measures for poverty, mental health, and food insecurity," Social Science & Medicine, Elsevier, vol. 295(C).
    9. Yitbarek Kidane Woldetensay & Tefera Belachew & Markos Tesfaye & Kathryn Spielman & Hans Konrad Biesalski & Eva Johanna Kantelhardt & Veronika Scherbaum, 2018. "Validation of the Patient Health Questionnaire (PHQ-9) as a screening tool for depression in pregnant women: Afaan Oromo version," PLOS ONE, Public Library of Science, vol. 13(2), pages 1-15, February.
    10. Olivia Magwood & Azaad Kassam & Dorsa Mavedatnia & Oreen Mendonca & Ammar Saad & Hafsa Hasan & Maria Madana & Dominique Ranger & Yvonne Tan & Kevin Pottie, 2022. "Mental Health Screening Approaches for Resettling Refugees and Asylum Seekers: A Scoping Review," IJERPH, MDPI, vol. 19(6), pages 1-41, March.
    11. Gracia Fellmeth & Emma Plugge & Mina Fazel & Prakaykaew Charunwattana & François Nosten & Raymond Fitzpatrick & Julie A Simpson & Rose McGready, 2018. "Validation of the Refugee Health Screener-15 for the assessment of perinatal depression among Karen and Burmese women on the Thai-Myanmar border," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-17, May.
    12. Isobel Sharpe & Colleen M. Davison, 2022. "A Scoping Review of Climate Change, Climate-Related Disasters, and Mental Disorders among Children in Low- and Middle-Income Countries," IJERPH, MDPI, vol. 19(5), pages 1-19, March.
    13. Karimli, Leyla & Ssewamala, Fred M. & Neilands, Torsten B., 2023. "The impact of poverty-reduction intervention on child mental health mediated by family relations: Findings from a cluster-randomized trial in Uganda," Social Science & Medicine, Elsevier, vol. 332(C).

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