Evidence map›Paper›PMID 35851071›Full record

ArticleBMC psychology2022

Construct validity and factor structure of the Kessler-10 in South Africa.

Jacob Hoffman, Qhama Cossie, Amantia A Ametaj, Hannah H Kim, Roxanne James, Rocky E Stroud, Anne Stevenson, Zukiswa Zingela, Dan J Stein, Bizu Gelaye

Abstract read
In one paragraph

Article in BMC psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

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

  1. Pooled it
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  12. Psychological distress and PTSD among clinicians in Roma, Lesotho during the COVID-19 pandemic.South African family practice : official journal of the South African Academy of Family Practice/Primary Care · 2024
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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

10 authors.

Jacob HoffmanUnit on Risk and Resilience in Mental Disorders, South African Medical Research Council (SAMRC), Cape Town, South Africa. Jacob.r.hoffman@gmail.com.
Qhama CossieDepartment of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa.
Amantia A AmetajDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Hannah H KimDepartment of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Roxanne JamesDepartment of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa.
Rocky E StroudDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Anne StevensonDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Zukiswa ZingelaPsychology Department, Faculty of Health Sciences, Nelson Mandela University, Gqeberha, South Africa.
Dan J SteinUnit on Risk and Resilience in Mental Disorders, South African Medical Research Council (SAMRC), Cape Town, South Africa.
Bizu GelayeDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.

Funding

Training Program in Psychiatric Genetics and Translational ResearchT32MH017119 · NIMH · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI KARESTAN C KOENEN, Jukka-Pekka Onnela · 1985 to 2026
$8.9M
2/4 Powering Genetic Discovery for Severe Mental Illness in Latin American and African AncestriesU01MH125045 · NIMH · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI KOENEN, KARESTAN C · 2020 to 2024
$3.1M
Psychosis Genetics Research in Africa: Building Capacity by Investing in PeopleR01MH120642 · NIMH · BROAD INSTITUTE, INC. · PI AKENA, DICKENS HOWARD, CHIBNIK, LORI BETH · 2019 to 2023
$3.1M
NIMH NIH HHS R01MH120642NIMH NIH HHS T32 MH017119NIMH NIH HHS T32MH017119NIMH NIH HHS U01 MH125045
6 · The paper itself

Abstract

backgroundThe Kessler Psychological Distress Scale (K-10) is a short screening tool developed to identify, with good sensitivity, non-specific psychological distress in the general population. Sensitivity and specificity of the K-10 have been examined in various clinical populations in South Africa; however, other psychometric properties, such as construct validity and factor structure, have not been evaluated. We present evidence of the prevalence and severity of psychological distress in an outpatient setting in South Africa and evaluate the internal reliability, construct validity, and factor structure of the K-10 in this population.

methodsWe explored prevalence estimates of psychological distress using previously established cutoffs and assessed the reliability (consistency) of the K-10 by calculating Cronbach's alpha, item-total correlations and omega total and hierarchical coefficients. Construct validity and factor structure of the K-10 were examined through split-sample exploratory factor analysis (EFA) followed by confirmatory factor analysis (CFA), comparing several theoretical models and the EFA.

resultsOverall, there was low prevalence of psychological distress in our sample of 2591 adults, the majority of whom were between the ages of 18-44 (77.7%). The K-10 showed good construct validity and reliability, with a Cronbach's alpha of 0.84 and omega total of 0.88. EFA yielded a four-factor solution with likely measurement artifacts. CFA showed that the four-factor model from EFA displayed the best comparative fit indices, but was likely overfitted. The unidimensional model with correlated errors was deemed the best fitting model based on fit indices, prior theory, and previous studies.

conclusionThe K-10 displays adequate psychometric properties, good internal reliability, and good fit with a unidimensional-factor structure with correlated errors. Further work is required to determine appropriate cutoff values in different populations and clinical subgroups within South Africa to aid in determining the K-10's clinical utility.

Indexed as

Reproducibility of ResultsAdolescentAdultFactor Analysis, StatisticalHumansPsychometricsSouth AfricaSurveys and QuestionnairesYoung AdultFactor analysis, statisticalPrevalencePsychological distressPsychometricsSouth AfricaTheoretical modelsValidity and reliability

Identifiers

PMID35851071
PMCPMC9290237

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.