Randriamady Hervet J, Sharma Manasi, Stroud Rocky E, Falinirina Aroniaina M, Rasoanirina Madeleine, Volasoa Nadège V, Déclerque Frédéric, Solofoarimanana Marc Y, Mahefa Jean C, Randriatsara Hanitra O, Koenen Karestan C, Golden Christopher D
Harvard Kenneth C. Griffin Graduate School of Arts and Sciences, Cambridge, MA, USA.
Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA, USA.
Glob Ment Health (Camb). 2025 Jun 25;12:e78. doi: 10.1017/gmh.2025.10032. eCollection 2025.
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.
在马达加斯加,尚无经过文化验证的抑郁症筛查措施。2022年至2023年,我们在马达加斯加西南部的拉努贝湾地区开展了定性研究,以了解该地区特有的当地心理健康综合征。我们发现,8项患者健康问卷(PHQ - 8)与当地引发的一般痛苦样、抑郁样和悲伤样综合征有共同症状。我们对PHQ - 8进行了调整,使其与该地区发现的该量表中未涵盖的独特症状相一致。我们对809名16岁及以上的参与者进行了调整后的PHQ - 8测试。我们发现,单因素(抑郁)模型(近似均方根误差[RMSEA]=0.046,标准化均方根残差[SRMR]=0.053,比较拟合指数[CFI]=0.993,塔克 - 刘易斯指数[TLI]=0.991)比双因素(认知 - 情感和躯体)模型(RMSEA = 0.047,SRMR = 0.052,CFI = 0.994,TLI = 0.990)对我们的数据拟合得更好。单因素(抑郁)模型显示出良好的内部一致性(麦克唐纳ω系数 = 0.81,顺序α系数 = 0.87)。我们进行了多组验证性因素分析,以确定四个组(性别、种族、教育水平和年龄组)之间的测量不变性(MI),并发现各组均实现了所有水平的MI。我们的研究提供了一种经过验证的方法,用于评估马达加斯加西南部当前抑郁症的可能患病率。