Evidence map›Paper›PMID 38908555›Full record

ArticleJournal of affective disorders2024

Validation of screening instruments for common mental disorders and suicide risk in south African primary care settings.

Melissa A Stockton, Ernesha Webb Mazinyo, Lungelwa Mlanjeni, Annika C Sweetland, Jodi Y Scharf, Kwanda Nogemane, Nondumiso Ngcelwane, Cale Basaraba, Charl Bezuidenhout, Griffin Sansbury and 6 more

Abstract readValidation Study
In one paragraph

Article in Journal of affective disorders, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  6. Hidden in Success: Gendered Patterns of Suboptimal Care Engagement Among Tuberculosis Patients Who "Successfully" Completed Treatment in South Africa.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

Melissa A StocktonDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. Electronic address: mastockt@email.unc.edu.
Ernesha Webb MazinyoResearch Unit, Foundation for Professional Development, Buffalo City Metro, Eastern Cape Province, South Africa; University of California Global Health Institute, University of California, San Francisco, USA.
Lungelwa MlanjeniThe Desmond Tutu HIV Centre, University of Cape Town, Cape Town, South Africa.
Annika C SweetlandColumbia University Vagelos College of Physicians and Surgeons, Department of Psychiatry, New York, USA; New York State Psychiatric Institute, New York, USA.
Jodi Y ScharfDepartment of Population and Family Health, Columbia University Mailman School of Public Health, New York, USA.
Kwanda NogemaneBuffalo City Metro Health District, Eastern Cape Provincial Department of Health, Bisho, South Africa.
Nondumiso NgcelwaneBuffalo City Metro Health District, Eastern Cape Provincial Department of Health, Bisho, South Africa.
Cale BasarabaDepartment of Population and Family Health, Columbia University Mailman School of Public Health, New York, USA; Department of Biostatistics, Columbia University Mailman School of Public Health, NY, New York, USA.
Charl BezuidenhoutDepartment of Global Health, Boston University School of Public Health, Boston, MA, USA.
Griffin SansburyUniversity of North Carolina-Project, Malawi, Lilongwe, Malawi.
David OlivierThe Desmond Tutu HIV Centre, University of Cape Town, Cape Town, South Africa.
Christoffel GroblerUniversity of Pretoria, Faculty of Medicine, School of Health Systems and Public Health, Pretoria, South Africa.
Melanie M WallColumbia University Vagelos College of Physicians and Surgeons, Department of Psychiatry, New York, USA; New York State Psychiatric Institute, New York, USA.
Andrew Medina-MarinoThe Desmond Tutu HIV Centre, University of Cape Town, Cape Town, South Africa; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Phumza NobatyiBuffalo City Metro Health District, Eastern Cape Provincial Department of Health, Bisho, South Africa.
Milton L WainbergColumbia University Vagelos College of Physicians and Surgeons, Department of Psychiatry, New York, USA; New York State Psychiatric Institute, New York, USA.

Funding

StepWell: Stepped Care Mental Health and Substance Use Telehealth Services for COVID-19 Affected PatientsU19MH113203 · NIMH · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI WAINBERG, MILTON L · 2017 to 2021
$5.7M
Global Mental Health Research Fellowship: Interventions That Make a DifferenceT32MH096724 · NIMH · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI MILTON L WAINBERG · 2012 to 2026
$4.4M
Improving HIV and Depression Outcomes by Reducing HIV-Mental Illness Stigma in Malawi: a pilot effectiveness-implementation trialK01MH130226 · NIMH · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Melissa Ann Stockton · 2022 to 2026
$883k
NIMH NIH HHS K01 MH130226NIMH NIH HHS T32 MH096724NIMH NIH HHS U19 MH113203
6 · The paper itself

Abstract

introductionIn South Africa, there is limited mental health infrastructure and resources. Valid screening tools are needed to facilitate identification and linkage to care. We evaluated the performance of Patient Health Questionnaire-9 (PHQ-9), Generalized Anxiety Disorder-7 (GAD-7), Primary Care Post Traumatic Stress Disorder Screen for DSM-5 (PC-PTSD-5), and the Columbia Suicide Severity Rating Scale (C-SSRS) among adults in South Africa against a diagnostic gold standard.

methodsAdults present at healthcare facilities were screened with the PHQ-9, GAD-7, PC-PTSD-5, and the C-SSRS. Nurses used a structured diagnostic interview to identify depression, anxiety, panic disorder, PTSD and elevated suicide risk. We assessed the internal consistency, criterion validity, and the sensitivity and specificity of these tools.

resultsOf the 1885 participants, the prevalence of common mental disorders and suicide risk was 24.4 % and 14.9 %, respectively. The PHQ-9, GAD-7, and PC-PTSD-5 showed good internal consistency (0.80-0.89). All screeners demonstrated good criterion validity. For depression, a cut-off of ≥5 on the PHQ-9 yielded sensitivity of 84.24 %, while ≥10 yielded sensitivity of 48.77 %. For anxiety, the GAD-7 performed similarly. A cut-off of ≥4 on the PC-PTSD yielded sensitivity of 61.96 %. The C-SSRS yielded lower sensitivity than expected. LIMITATIONS: The prevalence data is not generalizable to the larger South African adult population given the use of a targeted, healthcare facility-based sampling and recruitment strategy.

conclusionsThe performance of the PHQ-9, GAD-7, and PC-PTSD-5 demonstrated good internal consistency and criterion validity, though sensitivity and specificity trade-offs were enhanced with lower cut-offs. Further research into suicide risk screening is warranted.

Indexed as

Anxiety DisordersPrimary Health CareSensitivity and SpecificityAdolescentAdultFemaleHumansMaleMass ScreeningMental DisordersMiddle AgedPatient Health QuestionnairePrevalencePsychiatric Status Rating ScalesPsychometricsReproducibility of ResultsAnxietyDepressionPTSDScreeningSuicideValidation

Identifiers

PMID38908555
PMCPMC11316636

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.