Measuring Positive Mental Health and Depression in Africa: A Variable-Based and Person-Centred Analysis of the Dual-Continua Model.

Journal: Frontiers in psychology

Volume: 13

Issue: 

Year of Publication: 

Affiliated Institutions:  Department of Psychology, University of Johannesburg, Johannesburg, South Africa. Department of Occupational Therapy, College of Health Sciences, University of Ghana, Accra, Ghana. University of Pretoria, Pretoria, South Africa.

Abstract summary 

The dual-continua model of mental health provides a contemporary framework for conceptualising and operationalising mental health. According to this model, mental health is distinct from but related to mental illness, and not the opposite or merely the absence of psychopathology symptoms. To examine the validity of the dual-continua model, previous studies have either applied variable-based analysis such as confirmatory factor analysis (CFA), or used predetermined cut-off points for subgroup division. The present study extends this contribution by subjecting data from an African sample to both CFA and latent class analysis (LCA) to test the dual-continua model in Africa. We applied CFA separately for the Mental Health Continuum-Short Form (MHC-SF) and Patient Health Questionnaire-9 (PHQ-9); and LCA on combined item responses. College students ( = 892; average age = 22.74, = 4.92; female = 58%) from Ghana ( = 309), Kenya ( = 262), Mozambique ( = 232), and South Africa ( = 89) completed the MHC-SF and PHQ-9. With minor modifications to the measurement models, the CFA results of this study confirm the three-factor structure of the MHC-SF, and a unidimensional solution for the PHQ-9. LCA results show the presence of three distinct latent classes: languishing with moderate endorsement of depressive symptoms (25.9%), flourishing with low endorsement of depressive symptoms (63.7%), and moderate mental health with high endorsement of depressive symptoms (10.4%). These findings further contribute to affirming the evidence for the dual-continua model of mental health, with implications for the assessment of mental health, to inform policy, practise, and future research in community and clinical settings in Africa.

Authors & Co-authors:  Khumalo Appiah Wilson Fadiji

Study Outcome 

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Citations :  Adewuya A. O., Ola B. A., Afolabi O. O. (2006). Validity of the patient health questionnaire (PHQ-9) as a screening tool for depression amongst Nigerian university students. J. Affect. Disord. 96, 89–93. doi: 10.1016/j.jad.2006.05.021, PMID:
Authors :  3
Identifiers
Doi : 885278
SSN : 1664-1078
Study Population
Male,Female
Mesh Terms
Other Terms
Africa;depression;latent class analysis;measurement;mental health continuum
Study Design
Study Approach
Country of Study
Mozambique
Publication Country
Switzerland