The factor structure and use of the PHQ-4 among high school learners in selected South African districts

Introduction In this study, the scale’s psychometric properties are estimated among South African high school learners during a period of the coronavirus-19 crisis. The study was a cross-sectional design. The data were collected from 1603 high school learners in four South African districts. The PHQ-4 was administered for data collection, and was anchored from 0 (not at all) to 3 (nearly every day) over a two-week period, with higher scores indicating the extent of symptom severity (Kroenke et al., 2009). Objectives The study sought to validate the PHQ-4 among South African school learners in various South African districts, and tested a model that included the PHQ-4 to investigate the obtaned factor structure’s usefulness. Methods Useful questionnaires were collected from 1562 high school learners within a cross-sectional design. Grades 10 to 12 learners completed the PHQ-4 from March to May 2022. Results Confirmatory Factor Analysis (CFA) was conducted to validate the factor structure of the scale. CFA results show that all PHQ-4 items load onto a single factor. The factor structure reported in this study is unique. Whilst the PHQ-4 is commonly considered to measure anxiety and depression, the results suggest that the scale measures a unidimensional, psychological distress factor among the learners. The total score of the PHQ-4, characterized as psychological distress, could be predicated by associated factors, although the coefficients obtained were statistically significant but weak. The PHQ-4 was predicted by the Perceived Vulnerability and the Germ Aversion subscales but not the Fear of COVID-19 scale in girls. But the PHQ-4 was predicted by the Fear of COVID-19 scale and not the Perceived Vulnerability and the Germ Aversion subscales among boys. Conclusions Contrary to existing studies, the PHQ-4 did not consist of 2 factors. Evidence from the current study suggests that it should be used as a unidimensional, single factor scale. The PHQ-4 total scores of girls and boys were predicted by different factors, suggesting that gender should be considered an important factor when using the PHQ-4 in reseaerch. Disclosure of Interest None Declared

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Journal
European Psychiatry
Published
2025-04-01
DOI
https://doi.org/10.1192/j.eurpsy.2025.1275
Primary Topic
Education Systems and Policy
Type
article
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article

The factor structure and use of the PHQ-4 among high school learners in selected South African districts

Justin August, Lazarus Lebeloane, Valeria Baloyi, Kgope P. Moalusi et al.
European Psychiatry
Education Systems and Policy
article

The factor structure and use of the PHQ-4 among high school learners in selected South African districts

Justin August, Lazarus Lebeloane, Valeria Baloyi, Kgope P. Moalusi, M. Makhubela, Solomon Mashegoane
article en

Abstract

Introduction In this study, the scale’s psychometric properties are estimated among South African high school learners during a period of the coronavirus-19 crisis. The study was a cross-sectional design. The data were collected from 1603 high school learners in four South African districts. The PHQ-4 was administered for data collection, and was anchored from 0 (not at all) to 3 (nearly every day) over a two-week period, with higher scores indicating the extent of symptom severity (Kroenke et al., 2009). Objectives The study sought to validate the PHQ-4 among South African school learners in various South African districts, and tested a model that included the PHQ-4 to investigate the obtaned factor structure’s usefulness. Methods Useful questionnaires were collected from 1562 high school learners within a cross-sectional design. Grades 10 to 12 learners completed the PHQ-4 from March to May 2022. Results Confirmatory Factor Analysis (CFA) was conducted to validate the factor structure of the scale. CFA results show that all PHQ-4 items load onto a single factor. The factor structure reported in this study is unique. Whilst the PHQ-4 is commonly considered to measure anxiety and depression, the results suggest that the scale measures a unidimensional, psychological distress factor among the learners. The total score of the PHQ-4, characterized as psychological distress, could be predicated by associated factors, although the coefficients obtained were statistically significant but weak. The PHQ-4 was predicted by the Perceived Vulnerability and the Germ Aversion subscales but not the Fear of COVID-19 scale in girls. But the PHQ-4 was predicted by the Fear of COVID-19 scale and not the Perceived Vulnerability and the Germ Aversion subscales among boys. Conclusions Contrary to existing studies, the PHQ-4 did not consist of 2 factors. Evidence from the current study suggests that it should be used as a unidimensional, single factor scale. The PHQ-4 total scores of girls and boys were predicted by different factors, suggesting that gender should be considered an important factor when using the PHQ-4 in reseaerch. Disclosure of Interest None Declared

European PsychiatryVol. 68(S1)
NSW Department of Education (AU), University of South Africa (ZA), University of Venda (ZA), University of Limpopo (ZA), Nelson Mandela University (ZA)
Openalex Percentile: Top 73%
Education Systems and Policy
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