Evidence map›Paper›PMID 36388391›Full record

ArticleFrontiers in public health2022

The prevalence of probable depression and probable anxiety, and associations with adverse childhood experiences and socio-demographics: A national survey in South Africa.

Ashleigh Craig, Tamsen Rochat, Sara N Naicker, Witness Mapanga, Asanda Mtintsilana, Siphiwe N Dlamini, Lisa J Ware, Justin Du Toit, Catherine E Draper, Linda Richter and 1 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers.

0numbers the graph read from it
0cells of the map it votes in
50citing papers in PubMed
18.5field-weighted citation impact, top 1% of its field
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

50 citing papers in PubMed, 96 citations in OpenAlex.

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  12. Prevalence of depressive symptoms among teachers in the Tshwane Metropolitan Municipality, South Africa.The South African journal of psychiatry : SAJP : the journal of the Society of Psychiatrists of South Africa · 2026
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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

11 authors at 5 institutions in 2 countries.

Ashleigh CraigSouth African Medical Research Council/Wits Developmental Pathways for Health Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Tamsen RochatDepartment of Science and Innovation-National Research Foundation Centre of Excellence in Human Development, University of the Witwatersrand, Johannesburg, South Africa.
Sara N NaickerDepartment of Science and Innovation-National Research Foundation Centre of Excellence in Human Development, University of the Witwatersrand, Johannesburg, South Africa.
Witness MapangaSouth African Medical Research Council/Wits Developmental Pathways for Health Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Asanda MtintsilanaSouth African Medical Research Council/Wits Developmental Pathways for Health Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Siphiwe N DlaminiSouth African Medical Research Council/Wits Developmental Pathways for Health Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Lisa J WareSouth African Medical Research Council/Wits Developmental Pathways for Health Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Justin Du ToitDepartment of Science and Innovation-National Research Foundation Centre of Excellence in Human Development, University of the Witwatersrand, Johannesburg, South Africa.
Catherine E DraperSouth African Medical Research Council/Wits Developmental Pathways for Health Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Linda RichterDepartment of Science and Innovation-National Research Foundation Centre of Excellence in Human Development, University of the Witwatersrand, Johannesburg, South Africa.
Shane A NorrisSouth African Medical Research Council/Wits Developmental Pathways for Health Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
University of the Witwatersrand · ZASouth African Medical Research Council · ZAAfrica Health Research Institute · ZANational Research Foundation · ZAUniversity of Southampton · GB

Funding

Wellcome Trust 211374/Z/18/Z
6 · The paper itself

Abstract

Objective and methods: Mental health problems among adults are a growing public health concern, and middle-income countries such as South Africa are disproportionally affected. Using a large scale nationally representative weighted survey, we assessed the prevalence of probable depression, probable anxiety, and adverse childhood experiences (ACEs), and explored associations between probable depression, probable anxiety, ACEs, socio-economic status, and demographic characteristics. Results: Nationally, 25.7, 17.8, and 23.6% of respondents, respectively, reported scores of ≥10 on the Patient Health Questionnaire-9 (PHQ-9) and Generalized Anxiety Disorder-7 (GAD-7), indicating probable depression or probable anxiety, and an ACE score of ≥4 (high exposure). Overall probable depression prevalence across South Africa varied from 14.7 to 38.8%. Both probable depression and probable anxiety were more frequently reported among adults who were: retired and older (>65 years of age), and widowed, divorced, or separated; living in metropolitan areas; and only had primary school education. In a multivariable adjusted logistic regression, the likelihood of reporting probable depression or probable anxiety was also found to increase with each standard deviation increase in the ACE score ( Conclusion: The prevalence of probable depression among respondents in South Africa varies significantly across the nine provinces. Furthermore, higher ACE score and several socio-demographic determinants were associated with a higher likelihood of probable depression and probable anxiety. Adult mental health services are urgently needed to identify groups of the population vulnerable to mental health problems for better targeting of interventions. Given the range of probable depression prevalence across the country, provincial level plans and resources should also reflect the burden of mental health problems in that province.

Indexed as

Adverse Childhood ExperiencesAdultAnxietyAnxiety DisordersDepressionHumansPrevalenceSouth Africaadverse childhood experience (ACE)mental healthnational representative surveyprobable anxietyprobable depressionSouth Africa

Identifiers

PMID36388391
PMCPMC9650309
OpenAlexW4307704045

What OpenQuestion holds

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LicenceCC BY
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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.