Skip to main content
Journal cover image

Validity of the Patient Health Questionnaire-9 to screen for depression in a high-HIV burden primary healthcare clinic in Johannesburg, South Africa.

Publication ,  Journal Article
Cholera, R; Gaynes, BN; Pence, BW; Bassett, J; Qangule, N; Macphail, C; Bernhardt, S; Pettifor, A; Miller, WC
Published in: J Affect Disord
2014

BACKGROUND: Integration of depression screening into primary care may increase access to mental health services in sub-Saharan Africa, but this approach requires validated screening instruments. We sought to validate the Patient Health Questionnaire-9 (PHQ-9) as a depression screening tool at a high HIV-burden primary care clinic in Johannesburg, South Africa. METHODS: We conducted a validation study of an interviewer-administered PHQ-9 among 397 patients. Sensitivity and specificity of the PHQ-9 were calculated with the Mini International Neuropsychiatric Interview (MINI) as the reference standard; receiver operating characteristic (ROC) curve analyses were performed. RESULTS: The prevalence of depression was 11.8%. One-third of participants tested positive for HIV. HIV-infected patients were more likely to be depressed (15%) than uninfected patients (9%; p=0.08). Using the standard cutoff score of ≥10, the PHQ-9 had a sensitivity of 78.7% (95% CI: 64.3-89.3) and specificity of 83.4% (95% CI: 79.1-87.2). The area under the ROC curve was 0.88 (95% CI: 0.83-0.92). Test performance did not vary by HIV status or language. In sensitivity analyses, reference test bias associated with the MINI appeared unlikely. LIMITATIONS: We were unable to conduct qualitative work to adapt the PHQ-9 to this cultural context. CONCLUSION: This is the first validation study of the PHQ-9 in a primary care clinic in sub-Saharan Africa. It highlights the potential for using primary care as an access point for identifying depressive symptoms during routine HIV testing. The PHQ-9 showed reasonable accuracy in classifying cases of depression, was easily implemented by lay health workers, and is a useful screening tool in this setting.

Duke Scholars

Published In

J Affect Disord

DOI

EISSN

1573-2517

Publication Date

2014

Volume

167

Start / End Page

160 / 166

Location

Netherlands

Related Subject Headings

  • Surveys and Questionnaires
  • South Africa
  • Sensitivity and Specificity
  • Reproducibility of Results
  • Psychiatry
  • Primary Health Care
  • Middle Aged
  • Mass Screening
  • Male
  • Humans
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Cholera, R., Gaynes, B. N., Pence, B. W., Bassett, J., Qangule, N., Macphail, C., … Miller, W. C. (2014). Validity of the Patient Health Questionnaire-9 to screen for depression in a high-HIV burden primary healthcare clinic in Johannesburg, South Africa. J Affect Disord, 167, 160–166. https://doi.org/10.1016/j.jad.2014.06.003
Cholera, R., B. N. Gaynes, B. W. Pence, J. Bassett, N. Qangule, C. Macphail, S. Bernhardt, A. Pettifor, and W. C. Miller. “Validity of the Patient Health Questionnaire-9 to screen for depression in a high-HIV burden primary healthcare clinic in Johannesburg, South Africa.J Affect Disord 167 (2014): 160–66. https://doi.org/10.1016/j.jad.2014.06.003.
Cholera R, Gaynes BN, Pence BW, Bassett J, Qangule N, Macphail C, et al. Validity of the Patient Health Questionnaire-9 to screen for depression in a high-HIV burden primary healthcare clinic in Johannesburg, South Africa. J Affect Disord. 2014;167:160–6.
Cholera, R., et al. “Validity of the Patient Health Questionnaire-9 to screen for depression in a high-HIV burden primary healthcare clinic in Johannesburg, South Africa.J Affect Disord, vol. 167, 2014, pp. 160–66. Pubmed, doi:10.1016/j.jad.2014.06.003.
Cholera R, Gaynes BN, Pence BW, Bassett J, Qangule N, Macphail C, Bernhardt S, Pettifor A, Miller WC. Validity of the Patient Health Questionnaire-9 to screen for depression in a high-HIV burden primary healthcare clinic in Johannesburg, South Africa. J Affect Disord. 2014;167:160–166.
Journal cover image

Published In

J Affect Disord

DOI

EISSN

1573-2517

Publication Date

2014

Volume

167

Start / End Page

160 / 166

Location

Netherlands

Related Subject Headings

  • Surveys and Questionnaires
  • South Africa
  • Sensitivity and Specificity
  • Reproducibility of Results
  • Psychiatry
  • Primary Health Care
  • Middle Aged
  • Mass Screening
  • Male
  • Humans