Department of Psychiatry, School of Medicine, Pontificia Universidad Catolica de Chile, Santiago 8330077, Chile.
Department of Public Health, School of Medicine, Pontificia Universidad Catolica de Chile, Santiago 8330077, Chile.
Int J Environ Res Public Health. 2022 Oct 27;19(21):13975. doi: 10.3390/ijerph192113975.
The study aimed to explore the psychometric properties of two versions of the Patient Health Questionnaires (PHQ-9 and PHQ-2) on screening for Major Depressive Disorder (MDD) among Spanish-speaking Latin American adult immigrants in Santiago, and to explore factors associated with a higher risk of occurrence of MDD among them.
A representative sample of 897 Spanish-speaking immigrants completed the PHQ-9. The Composite International Diagnostic Interview (CIDI) was employed to evaluate MDD. Internal consistency and structural validity were evaluated using Cronbach's α coefficient and confirmatory factor analysis (CFA). Convergent validity with the 7-item General Anxiety Disorder Scale (GAD-7) was assessed using Spearman's correlations. Sensitivity, specificity, positive predictive values, and area under the receiver operating characteristic (ROC) curve were calculated for different cut-off points. Logistic regression analysis was used to identify factors associated with the risk of MDD.
Cronbach's α coefficient of the PHQ-9 was 0.90; item-total correlation coefficients ranged from 0.61 to 0.76 and correlation with the GAD-7 was moderate ( = 0.625; < 0.001). CFA on three alternative models suggests a plausible fit in the overall sample and among two of the subsamples: Peruvians and Venezuelans. Taking the results of CIDI as the gold standard for MDD, the area under the ROC curve was 0.91 (95% confidence interval (CI): 0.831.0). When the cut-off score was equal to 5, values of sensitivity, specificity, and Youden's index were 0.85, 0.90, and 0.75, respectively. Multivariate logistic regression analyses showed that the influence of having three or more children (OR = 3.91, 95% CI: 1.2012.81; < 0.05), residency in Chile of up to three years (OR = 1.79, 95% CI: 1.073.00; < 0.05), active debt (OR = 2.74, 95% CI: 1.604.70; < 0.001), a one (OR = 2.01, 95% CI: 1.033.94; < 0.05) and two or more events of adversity during childhood (OR = 5.25, 95% CI: 1.9314.3; < 0.01) on the occurrence of MDD was statistically significant. Reliability (α = 0.62), convergent ( = 0.534; < 0.01) and criterion (AUC = 0.85, 95% CI: 0.67~1.00) validity coefficients of the PHQ-2 were weaker than for the PHQ-9.
The PHQ-2 and the PHQ-9 are reliable and valid instruments for use as screeners for MDD among Spanish-speaking populations of Latin America.
本研究旨在探索两种患者健康问卷(PHQ-9 和 PHQ-2)在圣地亚哥的西班牙语裔拉丁美洲成年移民中筛查重度抑郁症(MDD)的心理测量特性,并探讨与其中 MDD 发生风险较高相关的因素。
一个具有代表性的 897 名讲西班牙语的移民完成了 PHQ-9。采用复合国际诊断访谈(CIDI)评估 MDD。使用 Cronbach's α 系数和验证性因素分析(CFA)评估内部一致性和结构效度。使用 Spearman 相关评估与 7 项广泛性焦虑症量表(GAD-7)的聚合效度。为不同的截断点计算了敏感性、特异性、阳性预测值和接收器工作特征(ROC)曲线下面积。采用 logistic 回归分析识别与 MDD 风险相关的因素。
PHQ-9 的 Cronbach's α 系数为 0.90;项目-总分相关系数范围为 0.61 至 0.76,与 GAD-7 的相关性适中( = 0.625; < 0.001)。三种替代模型的 CFA 表明,在总体样本和秘鲁人和委内瑞拉人两个亚样本中具有合理的拟合度。以 CIDI 的结果作为 MDD 的金标准,ROC 曲线下面积为 0.91(95%置信区间(CI):0.831.0)。当截断分数等于 5 时,敏感性、特异性和 Youden 指数的值分别为 0.85、0.90 和 0.75。多变量 logistic 回归分析显示,有三个或更多孩子(OR = 3.91,95%CI:1.2012.81; < 0.05)、在智利居住时间不超过三年(OR = 1.79,95%CI:1.073.00; < 0.05)、有活动债务(OR = 2.74,95%CI:1.604.70; < 0.001)、有一个(OR = 2.01,95%CI:1.033.94; < 0.05)和两个或更多童年逆境事件(OR = 5.25,95%CI:1.9314.3; < 0.01)与 MDD 的发生具有统计学意义。PHQ-2 的可靠性(α = 0.62)、聚合( = 0.534; < 0.01)和标准(AUC = 0.85,95%CI:0.67~1.00)有效性系数弱于 PHQ-9。
PHQ-2 和 PHQ-9 是可靠和有效的工具,可用于筛查西班牙语裔拉丁美洲人群中的 MDD。