Essentia Health, Essentia Institute of Rural Health, 502 East Second Street, Duluth, MN 55805, USA.
Essentia Health, Essentia Institute of Rural Health, 502 East Second Street, Duluth, MN 55805, USA.
J Affect Disord. 2019 Jul 1;254:59-68. doi: 10.1016/j.jad.2019.05.017. Epub 2019 May 11.
American Indian people have high suicide rates. However, little epidemiological data is available on depression prevalence, a suicide risk factor, in this population. Some research suggests that depression scales may perform differently for American Indian people. However, the Patient Health Questionnnaire-9 (PHQ-9), a depression scale widely-used in clinical practice, had not been assessed for cross-cultural measurement invariance with American Indian people.
In this retrospective study of existing electronic health record (EHR) data in an upper Midwestern healthcare system, we assessed the measurement invariance of the standard one-factor PHQ-9 and five previously identified two-factor models for 4443 American Indian and 4443 Caucasian American adults (age >= 18) with a PHQ-9 in the EHR from 12/1/2005 to 12/31/2017. We also conducted subgroup analyses with adults ages >= 65.
Models showed good fits (e.g., CFI > 0.99, RMSEA < 0.05) and internal consistency reliability (ordinal alpha > 0.80). All models displayed measurement invariance between racial groups. Factor correlation was high for two-factor models, providing support for the one-factor model. American Indian adults had significantly higher odds of PHQ-9 total scores >= 10 and >= 15 than Caucasian American adults.
Data came from a single healthcare system.
The PHQ-9 exhibited cross-cultural measurement invariance between American Indian and Caucasian American adults, supporting the PHQ-9 as a depression screening tool in this clinical care population. American Indian adults also had higher levels of depression than Caucasian Americans. Future research could confirm the generalizability of our findings to other American Indian populations.
美国印第安人自杀率很高。然而,关于这一人群中作为自杀风险因素的抑郁症患病率,可用的流行病学数据很少。一些研究表明,抑郁量表在印第安人群中可能表现不同。然而,广泛应用于临床实践的抑郁量表——患者健康问卷-9(PHQ-9),尚未对其跨文化测量不变性进行评估。
在这项对中西部地区一家医疗保健系统中现有电子健康记录(EHR)数据的回顾性研究中,我们评估了标准单因素 PHQ-9 以及之前确定的五种双因素模型在 4443 名美国印第安人和 4443 名白种美籍成年人(年龄>=18 岁)中的跨文化测量不变性,这些成年人在 EHR 中都有 PHQ-9。我们还进行了年龄>=65 岁的亚组分析。
模型拟合良好(例如,CFI > 0.99,RMSEA < 0.05),内部一致性可靠性(有序 alpha > 0.80)。所有模型在种族群体之间都显示出测量不变性。双因素模型的因子相关性较高,为单因素模型提供了支持。美国印第安成年人 PHQ-9 总分>=10 和>=15 的可能性明显高于白种美籍成年人。
数据来自单一医疗保健系统。
PHQ-9 在印第安人和白种美籍成年人之间具有跨文化测量不变性,支持 PHQ-9 作为该临床护理人群中的抑郁筛查工具。美国印第安成年人的抑郁水平也高于白种美国人。未来的研究可以证实我们的发现对其他美国印第安人群的普遍性。