The evaluation of the General Health Questionnaire (GHQ-12) reliability generalization: A meta-analysis.

Journal: PloS one

Volume: 19

Issue: 7

Year of Publication: 2024

Affiliated Institutions:  Faculty of Humanities, North-West University, Potchefstroom, South Africa.

Abstract summary 

The General Health Questionnaire (GHQ-12) is widely used for detecting psychiatric disorders, but its reliability across different populations remains to be determined.This meta-analysis aims to evaluate the reliability of GHQ-12 across varied cultural and demographic settings.This meta-analysis evaluates the reliability of General Health Questionnaire [GHQ-12]' across diverse populations, employing a systematic search strategy and rigorous inclusion criteria. This meta-analysis evaluates the General Health Questionnaire (GHQ-12) using a pre-registered protocol (CRD42023488436) to ensure unbiased results. Data from 20 studies published between 2016-2023 were analysed using a random-effects model, with quality assessment guided by COSMIN Risk of Bias and QUADAS-2. This study enhances our understanding of GHQ-12's psychometric properties.For the GHQ-12 subscales, Cronbach's alpha coefficients were 0.72 (90% CI [0.68, 0.75]) for anxiety and depression, 0.82 (90% CI [0.79, 0.86]) for social dysfunction, and 0.72 (90% CI [0.68, 0.76]) for loss of confidence. However, the analysis showed substantial heterogeneity (I2 = 90.04%), with significant variability in reliability estimates across different studies. The overall Cronbach's alpha was 0.84 (95% Cl [0.810, 0.873]) with SE = 0.016 (90% CI [0.68, 0.82], p < .05), indicating moderate to high internal consistency. Quantifying heterogeneity revealed a substantial level (se = 0.0016, I2 = 96.7%), signifying considerable variability in the reliability estimate among the studies. Results further show Cronbach's alpha coefficients range from 0.82 to 0.85 (95% Cl [0.77, 0.86 to 0.81, 0.90]) for the GHQ 12 items.While reaffirming the GHQ-12's utility in mental health assessment, our findings urge a more cautious and context-aware application of the questionnaire. The substantial heterogeneity and variability in reliability scores indicate a need for further research. Future studies should explore the reasons behind this variability, focusing on cultural, socio-economic, and methodological factors that might influence the GHQ-12's reliability. This critical analysis underscores the need for a deeper understanding of the GHQ-12's applicability and the importance of tailoring mental health assessment tools to specific population characteristics.

Authors & Co-authors:  Wojujutari Ajele Kenni AK Idemudia Erhabor Sunday ES Ugwu Lawrence Ejike LE

Study Outcome 

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Statistics
Citations :  Heinz MV, Thomas NX, Nguyen ND, Griffin TZ, Jacobson NC. 4.17—Technological Advances in Clinical Assessment. In: Asmundson GJG, editor. Comprehensive Clinical Psychology (Second Edition) [Internet]. Second Edition. Oxford: Elsevier; 2022. p. 301–20. https://www.sciencedirect.com/science/article/pii/B9780128186978001710
Authors :  3
Identifiers
Doi : e0304182
SSN : 1932-6203
Study Population
Male,Female
Mesh Terms
Humans
Other Terms
Study Design
Study Approach
Systemic Review
Country of Study
Publication Country
United States