Validity and item response theory properties of the Patient Health Questionnaire-9 for primary care depression screening in Mozambique (PHQ-9-MZ)
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , , , |
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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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 |
_version_ |
1822183954089771009 |
dc.identifier.doi.none.fl_str_mv |
10.1186/s12888-020-02772-0 |