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Validation of brief screening instruments for internalizing and externalizing disorders in Mozambican adolescents
BACKGROUND: Mental disorders are the leading cause of disability for youth worldwide. However, there is a dearth of validated, brief instruments to assess mental health in low- and middle-income countries (LMIC). We aimed to facilitate identification of mental disorders in LMIC contexts by adapting...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9373392/ https://www.ncbi.nlm.nih.gov/pubmed/35962378 http://dx.doi.org/10.1186/s12888-022-04189-3 |
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author | Lovero, Kathryn L. Adam, Salma Ebrahim Bila, Carolina Ezequias Canda, Elda D. Fernandes, Maria Eduarda Rodrigues, Teresa I. Baltazar Sander, Mariel C. Tai Mellins, Claude A. Duarte, Cristiane S. dos Santos, Palmira Fortunato Wainberg, Milton L. |
author_facet | Lovero, Kathryn L. Adam, Salma Ebrahim Bila, Carolina Ezequias Canda, Elda D. Fernandes, Maria Eduarda Rodrigues, Teresa I. Baltazar Sander, Mariel C. Tai Mellins, Claude A. Duarte, Cristiane S. dos Santos, Palmira Fortunato Wainberg, Milton L. |
author_sort | Lovero, Kathryn L. |
collection | PubMed |
description | BACKGROUND: Mental disorders are the leading cause of disability for youth worldwide. However, there is a dearth of validated, brief instruments to assess mental health in low- and middle-income countries (LMIC). We aimed to facilitate identification of mental disorders in LMIC contexts by adapting and validating measures of internalizing and externalizing disorders for adolescents in Mozambique, an LMIC in southeastern Africa. METHODS: We selected instruments with good support for validity in high-income and other LMIC settings: the Patient Health Questionnaire Adolescent (PHQ-A), Generalized Anxiety Disorders 7 (GAD-7), and Strengths and Difficulties Questionnaire (SDQ). Instruments were adapted by local and international mental health specialists followed by cognitive interviews (n = 48) with Mozambican adolescents. We administered the instruments along with the Miniature International Neuropsychiatric Interview for Children and Adolescents (MINI-KID)to 485 adolescents aged 12–19 years attending two secondary schools in Maputo City, Mozambique. One week later, we re-administered instruments to a randomly selected sample of 49 adolescents. RESULTS: Participants were 66.2% (n = 321) female and the average age was 15.9 (S.D = 1.7).Internal consistency (alpha = 0.80, PHQ-A; 0.84, GAD-7; 0.80, SDQ) and test–retest reliabilty (ICC = 0.74, PHQ-A; 0.70, GAD-7; 0.77, SDQ) were acceptabe for the PHQ-A, GAD-7, and the full SDQ. The SDQ internalizing subscale showed poor test–retest reliability (ICC = 0.63) and the SDQ externalizing subscale showed poor internal consistency (alpha = 0.65). All instruments demonstrated good sensitivity and specificity (> 0.70). Youden’s index identified optimal cutoff scores of 8 for the PHQ-A, 5 for the GAD-7, 10 for the SDQ internalizing and 9 for the SDQ externalizing subscales, though a range of scores provided acceptable sensitivity and specificity. CONCLUSIONS: Our data supports reliability and validity of the PHQ-A, GAD-7, and SDQ instruments for rapidly assessing mental health problems in Mozambican adolescents. Use of these tools in other contexts with limited specialists may asist with expanding mental health assessment. Specific instrument and cutoff selection should be based on screening goals, treatment resources, and program objectives. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-022-04189-3. |
format | Online Article Text |
id | pubmed-9373392 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-93733922022-08-13 Validation of brief screening instruments for internalizing and externalizing disorders in Mozambican adolescents Lovero, Kathryn L. Adam, Salma Ebrahim Bila, Carolina Ezequias Canda, Elda D. Fernandes, Maria Eduarda Rodrigues, Teresa I. Baltazar Sander, Mariel C. Tai Mellins, Claude A. Duarte, Cristiane S. dos Santos, Palmira Fortunato Wainberg, Milton L. BMC Psychiatry Research BACKGROUND: Mental disorders are the leading cause of disability for youth worldwide. However, there is a dearth of validated, brief instruments to assess mental health in low- and middle-income countries (LMIC). We aimed to facilitate identification of mental disorders in LMIC contexts by adapting and validating measures of internalizing and externalizing disorders for adolescents in Mozambique, an LMIC in southeastern Africa. METHODS: We selected instruments with good support for validity in high-income and other LMIC settings: the Patient Health Questionnaire Adolescent (PHQ-A), Generalized Anxiety Disorders 7 (GAD-7), and Strengths and Difficulties Questionnaire (SDQ). Instruments were adapted by local and international mental health specialists followed by cognitive interviews (n = 48) with Mozambican adolescents. We administered the instruments along with the Miniature International Neuropsychiatric Interview for Children and Adolescents (MINI-KID)to 485 adolescents aged 12–19 years attending two secondary schools in Maputo City, Mozambique. One week later, we re-administered instruments to a randomly selected sample of 49 adolescents. RESULTS: Participants were 66.2% (n = 321) female and the average age was 15.9 (S.D = 1.7).Internal consistency (alpha = 0.80, PHQ-A; 0.84, GAD-7; 0.80, SDQ) and test–retest reliabilty (ICC = 0.74, PHQ-A; 0.70, GAD-7; 0.77, SDQ) were acceptabe for the PHQ-A, GAD-7, and the full SDQ. The SDQ internalizing subscale showed poor test–retest reliability (ICC = 0.63) and the SDQ externalizing subscale showed poor internal consistency (alpha = 0.65). All instruments demonstrated good sensitivity and specificity (> 0.70). Youden’s index identified optimal cutoff scores of 8 for the PHQ-A, 5 for the GAD-7, 10 for the SDQ internalizing and 9 for the SDQ externalizing subscales, though a range of scores provided acceptable sensitivity and specificity. CONCLUSIONS: Our data supports reliability and validity of the PHQ-A, GAD-7, and SDQ instruments for rapidly assessing mental health problems in Mozambican adolescents. Use of these tools in other contexts with limited specialists may asist with expanding mental health assessment. Specific instrument and cutoff selection should be based on screening goals, treatment resources, and program objectives. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-022-04189-3. BioMed Central 2022-08-12 /pmc/articles/PMC9373392/ /pubmed/35962378 http://dx.doi.org/10.1186/s12888-022-04189-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Lovero, Kathryn L. Adam, Salma Ebrahim Bila, Carolina Ezequias Canda, Elda D. Fernandes, Maria Eduarda Rodrigues, Teresa I. Baltazar Sander, Mariel C. Tai Mellins, Claude A. Duarte, Cristiane S. dos Santos, Palmira Fortunato Wainberg, Milton L. Validation of brief screening instruments for internalizing and externalizing disorders in Mozambican adolescents |
title | Validation of brief screening instruments for internalizing and externalizing disorders in Mozambican adolescents |
title_full | Validation of brief screening instruments for internalizing and externalizing disorders in Mozambican adolescents |
title_fullStr | Validation of brief screening instruments for internalizing and externalizing disorders in Mozambican adolescents |
title_full_unstemmed | Validation of brief screening instruments for internalizing and externalizing disorders in Mozambican adolescents |
title_short | Validation of brief screening instruments for internalizing and externalizing disorders in Mozambican adolescents |
title_sort | validation of brief screening instruments for internalizing and externalizing disorders in mozambican adolescents |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9373392/ https://www.ncbi.nlm.nih.gov/pubmed/35962378 http://dx.doi.org/10.1186/s12888-022-04189-3 |
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