Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)

Detalhes bibliográficos
Autor(a) principal: Cumbe, Vasco F. J. [UNIFESP]
Data de Publicação: 2020
Outros Autores: Muanido, Alberto, Manaca, Maria Nélia, Fumo, Hélder, Chiruca, Pedro, Hicks, Leecreesha, Mari, Jair de Jesus [UNIFESP], Wagenaar, Bradley H.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNIFESP
dARK ID: ark:/48912/001300000457x
DOI: 10.1186/s12888-020-02772-0
Texto Completo: https://bmcpsychiatry.biomedcentral.com/articles/10.1186/s12888-020-02772-0
https://hdl.handle.net/11600/62511
Resumo: Background: Depression is one of the leading causes of disability in Mozambique; however, few patients with depression are identified in primary care. To our knowledge, there are no validated tools for depression screening in Mozambique. The aim of this study was to validate the Patient Health Questionnaire-9 (PHQ-9) for use in primary care settings in Mozambique. Methods: The PHQ-9 was adapted using a structured multi-phase process led by a team of bilingual experts followed by a review by lay individuals and pilot-testing including cognitive interviews. The final Mozambican PHQ- 9 (PHQ-9-MZ) was applied among 502 individuals randomly selected from antenatal, postpartum, and general outpatient consultations in three Ministry of Health primary healthcare clinics in Sofala Province, Mozambique. The PHQ-9-MZ was evaluated against the MINI 5.0-MZ as a gold standard diagnostic tool. Results: The majority of participants were female (74%), with a mean age of 28. Using the MINI 5.0-MZ, 43 (9%) of the sample tested positive for major depressive disorder. Items of the PHQ-9-MZ showed good discrimination and factor loadings. One latent factor of depression explained 54% of the variance in scores. Questions 3 (sleep) and 5 (appetite) had the lowest item discrimination and factor loadings. The PHQ-9-MZ showed good internal consistency, with a Cronbach’s alpha of 0.84, and an area under the receiver operating characteristic curve (AUROC) of 0.81 (95% CI: 0.73, 0.89). The PHQ-2-MZ had an AUROC of 0.78 (95% CI: 0.70, 0.85). Using a cut-point of ≥9, the PHQ-9-MZ had a sensitivity of 46.5% and a specificity of 93.5%. Using a cut-point of ≥2, the PHQ-2-MZ had a sensitivity of 74.4% and a specificity of 71.7%. Increasing the cut-point to ≥3, the PHQ-2-MZ has a sensitivity of 32.6% and a specificity of 94.6%. Conclusions: The PHQ-9-MZ and PHQ-2-MZ emerge as two valid alternatives for screening for depression in primary health care settings in Mozambique. Depending on program needs and weighing the value of minimizing false positives and false negatives, the PHQ-9-MZ can be employed with cut-points ranging from ≥8 to ≥11, and the PHQ-2-MZ with cut-points ranging from ≥2 to ≥3.
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spelling Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)ValidationPHQ-9Depression screening toolPrimary health careMozambiqueBackground: Depression is one of the leading causes of disability in Mozambique; however, few patients with depression are identified in primary care. To our knowledge, there are no validated tools for depression screening in Mozambique. The aim of this study was to validate the Patient Health Questionnaire-9 (PHQ-9) for use in primary care settings in Mozambique. Methods: The PHQ-9 was adapted using a structured multi-phase process led by a team of bilingual experts followed by a review by lay individuals and pilot-testing including cognitive interviews. The final Mozambican PHQ- 9 (PHQ-9-MZ) was applied among 502 individuals randomly selected from antenatal, postpartum, and general outpatient consultations in three Ministry of Health primary healthcare clinics in Sofala Province, Mozambique. The PHQ-9-MZ was evaluated against the MINI 5.0-MZ as a gold standard diagnostic tool. Results: The majority of participants were female (74%), with a mean age of 28. Using the MINI 5.0-MZ, 43 (9%) of the sample tested positive for major depressive disorder. Items of the PHQ-9-MZ showed good discrimination and factor loadings. One latent factor of depression explained 54% of the variance in scores. Questions 3 (sleep) and 5 (appetite) had the lowest item discrimination and factor loadings. The PHQ-9-MZ showed good internal consistency, with a Cronbach’s alpha of 0.84, and an area under the receiver operating characteristic curve (AUROC) of 0.81 (95% CI: 0.73, 0.89). The PHQ-2-MZ had an AUROC of 0.78 (95% CI: 0.70, 0.85). Using a cut-point of ≥9, the PHQ-9-MZ had a sensitivity of 46.5% and a specificity of 93.5%. Using a cut-point of ≥2, the PHQ-2-MZ had a sensitivity of 74.4% and a specificity of 71.7%. Increasing the cut-point to ≥3, the PHQ-2-MZ has a sensitivity of 32.6% and a specificity of 94.6%. Conclusions: The PHQ-9-MZ and PHQ-2-MZ emerge as two valid alternatives for screening for depression in primary health care settings in Mozambique. Depending on program needs and weighing the value of minimizing false positives and false negatives, the PHQ-9-MZ can be employed with cut-points ranging from ≥8 to ≥11, and the PHQ-2-MZ with cut-points ranging from ≥2 to ≥3.Department of Mental Health, Sofala Provincial Health Directorate, Ministry of Health, Rua Poder Popular n.° 11 – 50. Caixa Postal 583. 4° Andar, Beira, Sofala, MoçambiqueFaculdade de Medicina, Universidade Eduardo Mondlane, Maputo, MoçambiqueHealth Alliance International, Beira, MozambiqueHealth Alliance International, Seattle, WA, USADepartment of Global Health, University of Washington, Seattle, WA, USADepartment of Epidemiology, University of Washington, Seattle, WA, USADepartamento de Psiquiatria, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, SP, BrazilNational Institutes of Health (NIH)BMC Psychiatryhttp://lattes.cnpq.br/2027679113606570Cumbe, Vasco F. J. [UNIFESP]Muanido, AlbertoManaca, Maria NéliaFumo, HélderChiruca, PedroHicks, LeecreeshaMari, Jair de Jesus [UNIFESP]Wagenaar, Bradley H.2022-01-06T13:36:09Z2022-01-06T13:36:09Z2020info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersion15 p.application/pdfhttps://bmcpsychiatry.biomedcentral.com/articles/10.1186/s12888-020-02772-0Cumbe, V. F. J., Muanido, A., Manaca, M. N., Fumo, H., Chiruca, P., Hicks, L., de Jesus Mari, J., & Wagenaar, B. H. (2020). Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ). BMC Psychiatry, 20(1). https://doi.org/10.1186/s12888-020-02772-010.1186/s12888-020-02772-0https://hdl.handle.net/11600/62511ark:/48912/001300000457xengValidity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)info:eu-repo/semantics/openAccessreponame:Repositório Institucional da UNIFESPinstname:Universidade Federal de São Paulo (UNIFESP)instacron:UNIFESP2024-07-26T12:36:59Zoai:repositorio.unifesp.br/:11600/62511Repositório InstitucionalPUBhttp://www.repositorio.unifesp.br/oai/requestbiblioteca.csp@unifesp.bropendoar:34652024-12-11T19:56:02.529011Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP)false
dc.title.none.fl_str_mv Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)
title Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)
spellingShingle Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)
Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)
Cumbe, Vasco F. J. [UNIFESP]
Validation
PHQ-9
Depression screening tool
Primary health care
Mozambique
Cumbe, Vasco F. J. [UNIFESP]
Validation
PHQ-9
Depression screening tool
Primary health care
Mozambique
title_short Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)
title_full Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)
title_fullStr Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)
Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)
title_full_unstemmed Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)
Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)
title_sort Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)
author Cumbe, Vasco F. J. [UNIFESP]
author_facet Cumbe, Vasco F. J. [UNIFESP]
Cumbe, Vasco F. J. [UNIFESP]
Muanido, Alberto
Manaca, Maria Nélia
Fumo, Hélder
Chiruca, Pedro
Hicks, Leecreesha
Mari, Jair de Jesus [UNIFESP]
Wagenaar, Bradley H.
Muanido, Alberto
Manaca, Maria Nélia
Fumo, Hélder
Chiruca, Pedro
Hicks, Leecreesha
Mari, Jair de Jesus [UNIFESP]
Wagenaar, Bradley H.
author_role author
author2 Muanido, Alberto
Manaca, Maria Nélia
Fumo, Hélder
Chiruca, Pedro
Hicks, Leecreesha
Mari, Jair de Jesus [UNIFESP]
Wagenaar, Bradley H.
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv http://lattes.cnpq.br/2027679113606570
dc.contributor.author.fl_str_mv Cumbe, Vasco F. J. [UNIFESP]
Muanido, Alberto
Manaca, Maria Nélia
Fumo, Hélder
Chiruca, Pedro
Hicks, Leecreesha
Mari, Jair de Jesus [UNIFESP]
Wagenaar, Bradley H.
dc.subject.por.fl_str_mv Validation
PHQ-9
Depression screening tool
Primary health care
Mozambique
topic Validation
PHQ-9
Depression screening tool
Primary health care
Mozambique
description Background: Depression is one of the leading causes of disability in Mozambique; however, few patients with depression are identified in primary care. To our knowledge, there are no validated tools for depression screening in Mozambique. The aim of this study was to validate the Patient Health Questionnaire-9 (PHQ-9) for use in primary care settings in Mozambique. Methods: The PHQ-9 was adapted using a structured multi-phase process led by a team of bilingual experts followed by a review by lay individuals and pilot-testing including cognitive interviews. The final Mozambican PHQ- 9 (PHQ-9-MZ) was applied among 502 individuals randomly selected from antenatal, postpartum, and general outpatient consultations in three Ministry of Health primary healthcare clinics in Sofala Province, Mozambique. The PHQ-9-MZ was evaluated against the MINI 5.0-MZ as a gold standard diagnostic tool. Results: The majority of participants were female (74%), with a mean age of 28. Using the MINI 5.0-MZ, 43 (9%) of the sample tested positive for major depressive disorder. Items of the PHQ-9-MZ showed good discrimination and factor loadings. One latent factor of depression explained 54% of the variance in scores. Questions 3 (sleep) and 5 (appetite) had the lowest item discrimination and factor loadings. The PHQ-9-MZ showed good internal consistency, with a Cronbach’s alpha of 0.84, and an area under the receiver operating characteristic curve (AUROC) of 0.81 (95% CI: 0.73, 0.89). The PHQ-2-MZ had an AUROC of 0.78 (95% CI: 0.70, 0.85). Using a cut-point of ≥9, the PHQ-9-MZ had a sensitivity of 46.5% and a specificity of 93.5%. Using a cut-point of ≥2, the PHQ-2-MZ had a sensitivity of 74.4% and a specificity of 71.7%. Increasing the cut-point to ≥3, the PHQ-2-MZ has a sensitivity of 32.6% and a specificity of 94.6%. Conclusions: The PHQ-9-MZ and PHQ-2-MZ emerge as two valid alternatives for screening for depression in primary health care settings in Mozambique. Depending on program needs and weighing the value of minimizing false positives and false negatives, the PHQ-9-MZ can be employed with cut-points ranging from ≥8 to ≥11, and the PHQ-2-MZ with cut-points ranging from ≥2 to ≥3.
publishDate 2020
dc.date.none.fl_str_mv 2020
2022-01-06T13:36:09Z
2022-01-06T13:36:09Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://bmcpsychiatry.biomedcentral.com/articles/10.1186/s12888-020-02772-0
Cumbe, V. F. J., Muanido, A., Manaca, M. N., Fumo, H., Chiruca, P., Hicks, L., de Jesus Mari, J., & Wagenaar, B. H. (2020). Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ). BMC Psychiatry, 20(1). https://doi.org/10.1186/s12888-020-02772-0
10.1186/s12888-020-02772-0
https://hdl.handle.net/11600/62511
dc.identifier.dark.fl_str_mv ark:/48912/001300000457x
url https://bmcpsychiatry.biomedcentral.com/articles/10.1186/s12888-020-02772-0
https://hdl.handle.net/11600/62511
identifier_str_mv Cumbe, V. F. J., Muanido, A., Manaca, M. N., Fumo, H., Chiruca, P., Hicks, L., de Jesus Mari, J., & Wagenaar, B. H. (2020). Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ). BMC Psychiatry, 20(1). https://doi.org/10.1186/s12888-020-02772-0
10.1186/s12888-020-02772-0
ark:/48912/001300000457x
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 15 p.
application/pdf
dc.publisher.none.fl_str_mv BMC Psychiatry
publisher.none.fl_str_mv BMC Psychiatry
dc.source.none.fl_str_mv reponame:Repositório Institucional da UNIFESP
instname:Universidade Federal de São Paulo (UNIFESP)
instacron:UNIFESP
instname_str Universidade Federal de São Paulo (UNIFESP)
instacron_str UNIFESP
institution UNIFESP
reponame_str Repositório Institucional da UNIFESP
collection Repositório Institucional da UNIFESP
repository.name.fl_str_mv Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP)
repository.mail.fl_str_mv biblioteca.csp@unifesp.br
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dc.identifier.doi.none.fl_str_mv 10.1186/s12888-020-02772-0