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

Journal: BMC psychology

Volume: 10

Issue: 1

Year of Publication: 2022

Affiliated Institutions:  Unit on Risk and Resilience in Mental Disorders, South African Medical Research Council (SAMRC), Cape Town, South Africa. Jacob.r.hoffman@gmail.com. Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA. Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, USA. Psychology Department, Faculty of Health Sciences, Nelson Mandela University, Gqeberha, South Africa. Unit on Risk and Resilience in Mental Disorders, South African Medical Research Council (SAMRC), Cape Town, South Africa.

Abstract summary 

The 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.We 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.Overall, 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.The 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.

Authors & Co-authors:  Hoffman Jacob J Cossie Qhama Q Ametaj Amantia A AA Kim Hannah H HH James Roxanne R Stroud Rocky E RE Stevenson Anne A Zingela Zukiswa Z Stein Dan J DJ Gelaye Bizu B

Study Outcome 

Source Link: Visit source

Statistics
Citations :  Murray CJL, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, et al. Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012;380(9859):2197–2223. doi: 10.1016/S0140-6736(12)61689-4.
Authors :  10
Identifiers
Doi : 177
SSN : 2050-7283
Study Population
Male,Female
Mesh Terms
Adolescent
Other Terms
Factor analysis, statistical;Prevalence;Psychological distress;Psychometrics;South Africa;Theoretical models;Validity and reliability
Study Design
Exploratory Study,Cross Sectional Study
Study Approach
Country of Study
South Africa
Publication Country
England