揭露差异:检查差异性项目功能对白人和黑人人群体种族健康平等的影响
E Villalonga-Olives1, A Khademi1, Y-Y Pan1
1Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore, Baltimore, MD, USA.
Public health
|April 18, 2024
概括
社会资本指标中的测量不变性问题可能会导致黑人和白人之间的比较偏差. 未来的研究应该解决这些心理测量属性,并涉及各种社区利益相关者.
科学领域:
- 社会科学 社会科学 社会科学
- 心理学 心理学 心理学
- 社会学 社会学 社会学
背景情况:
- 社会资本对于个人和社区的福祉至关重要.
- 评估跨种族群体的社会资本需要经过验证的措施.
- 以前的研究还没有完全解决种族社会资本指标的测量不变性.
研究的目的:
- 检查社会资本指标的心理特征.
- 为了比较黑人和白人受访者之间的社会资本措施.
- 通过种族来确定社会资本测量不变度的程度.
主要方法:
- 利用了美国长度中年研究 (MIDUS) (1995-2016) 的数据.
- 分析了来自6513名受访者的数据 (5604名白人,909名黑人).
- 采用结构方程建模和项目响应理论来测试测量不变性.
主要成果:
- 在配置和度量级上观察到测量不变性 (MI) 的违反.
- 发现因子结构和指标负载在时间上的不一致.
- 在社会资本项目中确定差异性项目功能 (DIF),表明潜在的种族偏见.
结论:
- 在比较黑人和白人受访者之间的社会资本时,不变性问题表明了潜在的偏见.
- 强调需要批判性地评估现有社会资本数据中的假设.
- 建议在制定未来社会资本措施时,让各种社区利益相关者参与其中.
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