Cultural adaptation and psychometric properties of the 8-item Patient Health Questionnaire (PHQ-8) to screen for depression in southwestern Madagascar

There have been no culturally validated measures to screen for depression in Madagascar. In 2022-2023, we conducted qualitative studies in the Bay of Ranobe area in southwestern Madagascar to understand local mental health syndromes specific to this region. We found that the 8-item Patient Health Questionnaire (PHQ-8) shares symptoms with the general distress-like, depressive-like and grief-like syndromes elicited locally. We adapted the PHQ-8 to align with the unique symptoms found in the region that were missing from the measure. We administered the adapted PHQ-8 to 809 participants aged 16 and above. We found that the one-factor (Depression) model (root mean square error of approximation [RMSEA] = 0.046, standardized root mean square residual [SRMR] = 0.053, Comparative Fit Index [CFI] = 0.993 and Tucker-Lewis Index [TLI] = 0.991) had a better fit to our data than the two-factor (Cognitive-Affective and Somatic) model (RMSEA = 0.047, SRMR = 0.052, CFI = 0.994 and TLI = 0.990). The one-factor (Depression) model demonstrated good internal consistency (MacDonald's omega coefficient = 0.81 and ordinal alpha = 0.87). We conducted a multigroup confirmatory factor analysis to establish measurement invariance (MI) across four groups (sex, ethnicity, level of education and age group) and found that all levels of MI were achieved across groups. Our research provides a validated method to assess the probable prevalence of current depression in southwestern Madagascar.

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Publication Details

Journal
Cambridge Prisms Global Mental Health
Published
2025-01-01
DOI
https://doi.org/10.1017/gmh.2025.10032
Primary Topic
Mental Health Treatment and Access
Type
article
Field-Weighted Citation Impact
0.00

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article

Cultural adaptation and psychometric properties of the 8-item Patient Health Questionnaire (PHQ-8) to screen for depression in southwestern Madagascar

Manasi Sharma, Rocky E. Stroud, Christopher D. Golden, Hervet J. Randriamady et al.
Cambridge Prisms Global Mental Health
Mental Health Treatment and Access
article

Cultural adaptation and psychometric properties of the 8-item Patient Health Questionnaire (PHQ-8) to screen for depression in southwestern Madagascar

Manasi Sharma, Rocky E. Stroud, Christopher D. Golden, Hervet J. Randriamady, Frédéric Declèrque, Jean C. Mahefa, Hanitra O. Randriatsara, Marc Y. Solofoarimanana, Aroniaina M. Falinirina, Romario, Nadège V. Volasoa, Madeleine Rasoanirina, Karestan C. Koenen
article en

Abstract

There have been no culturally validated measures to screen for depression in Madagascar. In 2022-2023, we conducted qualitative studies in the Bay of Ranobe area in southwestern Madagascar to understand local mental health syndromes specific to this region. We found that the 8-item Patient Health Questionnaire (PHQ-8) shares symptoms with the general distress-like, depressive-like and grief-like syndromes elicited locally. We adapted the PHQ-8 to align with the unique symptoms found in the region that were missing from the measure. We administered the adapted PHQ-8 to 809 participants aged 16 and above. We found that the one-factor (Depression) model (root mean square error of approximation [RMSEA] = 0.046, standardized root mean square residual [SRMR] = 0.053, Comparative Fit Index [CFI] = 0.993 and Tucker-Lewis Index [TLI] = 0.991) had a better fit to our data than the two-factor (Cognitive-Affective and Somatic) model (RMSEA = 0.047, SRMR = 0.052, CFI = 0.994 and TLI = 0.990). The one-factor (Depression) model demonstrated good internal consistency (MacDonald's omega coefficient = 0.81 and ordinal alpha = 0.87). We conducted a multigroup confirmatory factor analysis to establish measurement invariance (MI) across four groups (sex, ethnicity, level of education and age group) and found that all levels of MI were achieved across groups. Our research provides a validated method to assess the probable prevalence of current depression in southwestern Madagascar.

Cambridge Prisms Global Mental HealthVol. 12
Harvard University (US), University of Antananarivo (MG), University of Toliara (MG), Service de la Santé Publique (CH), Institute Malgache De Recherches Appliquées (MG), Dana-Farber/Harvard Cancer Center (US), Ministère de la Santé Publique (NE), Harvard Global Health Institute (US), Laboratoire Adhésion et inflammation (FR)
Harvard T.H. Chan School of Public Health, Harvard Graduate School of Education
Openalex Percentile: Top 84%
Mental Health Treatment and Access
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