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The psychometric properties of PHQ-4 anxiety and depression screening scale among out of school adolescent girls and young women in Tanzania: a cross-sectional study
BACKGROUND: Literature suggests that most mental disorders have their onset in childhood and adolescence, but go undiagnosed until adulthood. Shorter versions of the screening tools such as the Patient Health Questionnaire with four items (PHQ-4) may help to improve screening coverage. This study as...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304148/ https://www.ncbi.nlm.nih.gov/pubmed/32560705 http://dx.doi.org/10.1186/s12888-020-02735-5 |
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author | Materu, Jacqueline Kuringe, Evodius Nyato, Daniel Galishi, Anthony Mwanamsangu, Amasha Katebalila, Maligo Shao, Amani Changalucha, John Nnko, Soori Wambura, Mwita |
author_facet | Materu, Jacqueline Kuringe, Evodius Nyato, Daniel Galishi, Anthony Mwanamsangu, Amasha Katebalila, Maligo Shao, Amani Changalucha, John Nnko, Soori Wambura, Mwita |
author_sort | Materu, Jacqueline |
collection | PubMed |
description | BACKGROUND: Literature suggests that most mental disorders have their onset in childhood and adolescence, but go undiagnosed until adulthood. Shorter versions of the screening tools such as the Patient Health Questionnaire with four items (PHQ-4) may help to improve screening coverage. This study assessed the psychometric properties of the PHQ-4 in screening for core symptoms of depression and anxiety among out of school adolescent girls and young women (AGYW). METHODS: This is a cross-sectional analysis of data from a cluster randomized controlled trial conducted among AGYW between June and July 2018 in North-West Tanzania. Two thousand four hundred twenty-six out-of-school AGYW aged 15 to 23 years were included. Data were collected on tablets using audio computer-assisted self-interviews (ACASI). Cronbach’s α was used to measure the reliability of the PHQ-4 while confirmatory factor analysis (CFA) and principal components analysis (PCA) were used for construct validity assessment. In CFA, three criteria were used to assess how well the model fits the data: Standardized Root Mean Square Residual (SRMR), the Comparative Fit Index (CFI), the Root Mean Square Error of Approximation (RMSEA) and 90% confidence interval for RMSEA. RESULTS: Of the 2426 participants, 33.8 and 35.5% screened positive for core symptoms of anxiety (GAD-2 ≥ 3) and depression (PHQ-2 ≥ 3), respectively. Cronbach’s α of the PHQ-4 was 0.81. Both items-correlation and corrected items-correlation of the PHQ-4 had total correlations above 0.5 (p < 0.01). CFA showed that all items loaded significantly onto the single factor, and loadings were strong, ranging from 0.67 to 0.77 (p < 0.01). CFA indicates that the PHQ-4 scale stand for a unidimensional construct with good model fit (CFI = 0.995, SRMR = 0.013, RMSEA = 0.054 and 90% CI for RMSEA (0.031–0.079)). PCA confirmed two distinct components; GAD-2 (anxiety) and PHQ-2 (depression). Those who reported having suicidal thoughts and social function problems had significantly higher scores on PHQ-2, GAD-2, and PHQ-4 screening items (p < 0.01). CONCLUSIONS: The findings suggest that the PHQ-4 scale can reliably and validly screen for core symptoms of depression and anxiety among out of school AGYW. This tool is short and easy to administer. Thus, the PHQ-4 scale can be very useful in screening for anxiety and depression symptoms in the community, primary health facilities, research and programmatic settings. |
format | Online Article Text |
id | pubmed-7304148 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-73041482020-06-22 The psychometric properties of PHQ-4 anxiety and depression screening scale among out of school adolescent girls and young women in Tanzania: a cross-sectional study Materu, Jacqueline Kuringe, Evodius Nyato, Daniel Galishi, Anthony Mwanamsangu, Amasha Katebalila, Maligo Shao, Amani Changalucha, John Nnko, Soori Wambura, Mwita BMC Psychiatry Research Article BACKGROUND: Literature suggests that most mental disorders have their onset in childhood and adolescence, but go undiagnosed until adulthood. Shorter versions of the screening tools such as the Patient Health Questionnaire with four items (PHQ-4) may help to improve screening coverage. This study assessed the psychometric properties of the PHQ-4 in screening for core symptoms of depression and anxiety among out of school adolescent girls and young women (AGYW). METHODS: This is a cross-sectional analysis of data from a cluster randomized controlled trial conducted among AGYW between June and July 2018 in North-West Tanzania. Two thousand four hundred twenty-six out-of-school AGYW aged 15 to 23 years were included. Data were collected on tablets using audio computer-assisted self-interviews (ACASI). Cronbach’s α was used to measure the reliability of the PHQ-4 while confirmatory factor analysis (CFA) and principal components analysis (PCA) were used for construct validity assessment. In CFA, three criteria were used to assess how well the model fits the data: Standardized Root Mean Square Residual (SRMR), the Comparative Fit Index (CFI), the Root Mean Square Error of Approximation (RMSEA) and 90% confidence interval for RMSEA. RESULTS: Of the 2426 participants, 33.8 and 35.5% screened positive for core symptoms of anxiety (GAD-2 ≥ 3) and depression (PHQ-2 ≥ 3), respectively. Cronbach’s α of the PHQ-4 was 0.81. Both items-correlation and corrected items-correlation of the PHQ-4 had total correlations above 0.5 (p < 0.01). CFA showed that all items loaded significantly onto the single factor, and loadings were strong, ranging from 0.67 to 0.77 (p < 0.01). CFA indicates that the PHQ-4 scale stand for a unidimensional construct with good model fit (CFI = 0.995, SRMR = 0.013, RMSEA = 0.054 and 90% CI for RMSEA (0.031–0.079)). PCA confirmed two distinct components; GAD-2 (anxiety) and PHQ-2 (depression). Those who reported having suicidal thoughts and social function problems had significantly higher scores on PHQ-2, GAD-2, and PHQ-4 screening items (p < 0.01). CONCLUSIONS: The findings suggest that the PHQ-4 scale can reliably and validly screen for core symptoms of depression and anxiety among out of school AGYW. This tool is short and easy to administer. Thus, the PHQ-4 scale can be very useful in screening for anxiety and depression symptoms in the community, primary health facilities, research and programmatic settings. BioMed Central 2020-06-19 /pmc/articles/PMC7304148/ /pubmed/32560705 http://dx.doi.org/10.1186/s12888-020-02735-5 Text en © The Author(s) 2020 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/. The Creative Commons Public Domain Dedication waiver (http://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 Article Materu, Jacqueline Kuringe, Evodius Nyato, Daniel Galishi, Anthony Mwanamsangu, Amasha Katebalila, Maligo Shao, Amani Changalucha, John Nnko, Soori Wambura, Mwita The psychometric properties of PHQ-4 anxiety and depression screening scale among out of school adolescent girls and young women in Tanzania: a cross-sectional study |
title | The psychometric properties of PHQ-4 anxiety and depression screening scale among out of school adolescent girls and young women in Tanzania: a cross-sectional study |
title_full | The psychometric properties of PHQ-4 anxiety and depression screening scale among out of school adolescent girls and young women in Tanzania: a cross-sectional study |
title_fullStr | The psychometric properties of PHQ-4 anxiety and depression screening scale among out of school adolescent girls and young women in Tanzania: a cross-sectional study |
title_full_unstemmed | The psychometric properties of PHQ-4 anxiety and depression screening scale among out of school adolescent girls and young women in Tanzania: a cross-sectional study |
title_short | The psychometric properties of PHQ-4 anxiety and depression screening scale among out of school adolescent girls and young women in Tanzania: a cross-sectional study |
title_sort | psychometric properties of phq-4 anxiety and depression screening scale among out of school adolescent girls and young women in tanzania: a cross-sectional study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304148/ https://www.ncbi.nlm.nih.gov/pubmed/32560705 http://dx.doi.org/10.1186/s12888-020-02735-5 |
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