测试与对齐方法交叉测量不变性的测试:对8项患者健康问卷的评估
Dakota W Cintron1,2, Ellicott C Matthay3, D Betsy McCoach4
1Center for Integrative Developmental Science, Cornell University, Ithaca, New York, USA.
Health services research
|June 8, 2023
概括
患者健康问卷抑郁度量 (PHQ-8) 证明了不同交叉组的测量不变性. 这表明调查功能类似,无论年龄,性别,种族或教育水平.
科学领域:
- 心理测量 心理测量 心理测量
- 社会学 社会学 社会学
- 医疗保健服务研究 医疗服务研究
背景情况:
- 交叉性理论强调了社会身份的复杂相互作用.
- 评估跨不同群体的调查测量不变性对于公平的研究至关重要.
- 患者健康问卷抑郁症量表 (PHQ-8) 是一种广泛使用的心理健康查工具.
研究的目的:
- 用对齐方法评估跨交叉子组的PHQ-8的测量不变性.
- 确定PHQ-8是否对根据年龄,性别,种族和教育程度定义的不同人群具有相似的功能.
主要方法:
- 利用对齐方法来评估测量不变性.
- 分析了来自2019年国家健康访谈调查 (NHIS) 的30215名美国成年人的数据.
- 基于年龄,性别,种族和教育的16个交叉子组的检查不变性.
主要成果:
- 24%的因子负载和5%的项目拦截显示出差异性功能,低于非不变性25%的基准值.
- 调整方法表明,PHQ-8在大多数被检查的交叉组中具有相似的功能.
- 在特定因子负载和物品拦截中观察到一些非不变的证据.
结论:
- PHQ-8通常在各种交叉组中表现出测量不变性.
- 对测量不变的交叉方法对于理解响应行为至关重要.
- 研究结果支持PHQ-8在不同人群中的实用性,但对潜在的群体特异性反应变异提出警告.
更多相关视频
09:00Author Spotlight: Validation of SICOLE-R for Assessing Cognitive and Reading Skills in Spanish-Speaking Children and Its Role in Personalized Education
Published on: August 16, 2024
829
08:13Using the Race Model Inequality to Quantify Behavioral Multisensory Integration Effects
Published on: May 10, 2019
6.4K
相关概念视频
Dimensions of Health and Illness
7.5K
The factors influencing the health-illness continuum can be internal or external and may or may not be under conscious control. They are related to the following eight human dimensions, and each dimension is interrelated to one other.
7.5K
Stereotypes, Prejudice, and Discrimination
90.3K
Humans are very diverse and although we share many similarities, we also have many differences. The social groups we belong to help form our identities (Tajfel, 1974). These differences may be difficult for some people to reconcile, which may lead to prejudice toward people who are different. Prejudice is a negative attitude and feeling toward an individual based solely on one’s membership in a particular social group (Allport, 1954; Brown, 2010). Prejudice is common against people who...
90.3K
One-Way ANOVA: Equal Sample Sizes
3.3K
One-Way ANOVA can be performed on three or more samples with equal or unequal sample sizes. When one-way ANOVA is performed on two datasets with samples of equal sizes, it can be easily observed that the computed F statistic is highly sensitive to the sample mean.
Different sample means can result in different values for the variance estimate: variance between samples. This is because the variance between samples is calculated as the product of the sample size and the variance between the...
Different sample means can result in different values for the variance estimate: variance between samples. This is because the variance between samples is calculated as the product of the sample size and the variance between the...
3.3K
Concepts of Health and Illness
14.6K
Health is a condition of the body, mind, and spirit where an individual remains free from illness. Similarly, wellness is an active state, including living a lifestyle that promotes physical, mental, and emotional health. Physical health is critical for the overall well-being and can be affected by lifestyle, activity level, diet, and behavior. The highest attainable standard of health is a fundamental and universal human right. Consider Lisa, a fifteen-year-old born with congenital...
14.6K
One-Way ANOVA: Unequal Sample Sizes
5.8K
One-way ANOVA can be performed on three or more samples of unequal sizes. However, calculations get complicated when sample sizes are not always the same. So, while performing ANOVA with unequal samples size, the following equation is used:
5.8K
Bias in Epidemiological Studies
384
Biases can arise at various stages of research, from study design and data collection to analysis and interpretation. Recognizing and addressing these biases is essential to ensure the validity and reliability of epidemiological findings.Broadly speaking, biases in epidemiology fall into three main categories: selection bias, information bias, and confounding. A more detailed description of possible biases is:
384
