在轻度认知障碍中评估纵向认知变化,使用估计的基于回归的标准化公式
Jasmin E Guevara1, Natalie E Kurniadi2, Kevin Duff3,4
1Department of Psychology, University of Utah, Salt Lake City, UT, USA.
Journal of Alzheimer's disease : JAD
|August 7, 2023
概括
轻度认知障碍 (MCI) 显示了随着时间的推移,即使在稳定的情况下,认知能力也会显著下降. 基于标准化的回归 (SRB) 的z-score有效量化了这种下降,有助于识别患病进展风险较高的个体.
科学领域:
- 神经科学是一个神经科学.
- 老年学是一门学科.
- 心理学 心理学 心理学
背景情况:
- 轻度认知障碍 (MCI) 是阿尔茨海默病的前体.
- 随着时间的推移,量化MCI患者的认知变化至关重要,但尚未得到充分研究.
- 基于标准化的回归 (SRB) 公式提供了一种方法,可以使用z-scores统计评估认知变化.
研究的目的:
- 使用SRBz-score量化MCI患者的认知变化.
- 为了比较MCI仍然存在的患者和进展为痴呆症的患者之间的认知衰退.
主要方法:
- 利用了在基线和大约1.5年后评估的283名MCI患者的数据.
- 在综合的神经心理学电池中,为每个参与者计算了SRBz-score.
- 在MCI-稳定和MCI-衰退组之间比较认知变化.
主要成果:
- 所有的认知测试都显示了随着时间的推移显著下降,特别是在学习和记忆.
- 在MCI-衰退组表现出比MCI-稳定组显著更大的认知衰退.
- 即使是MCI-Stable参与者也表现出显著的认知衰退,z分数表明与规范数据的显著偏差.
结论:
- 患有MCI意味着认知能力大幅下降,影响稳定患者和进展为痴呆症的患者.
- SRB z-score 为精确量化MCI认知衰退提供了一个有价值的工具.
- 这种量化可能有助于识别最容易患MCI进展的个体.
更多相关视频
相关概念视频
Cognitive Development During Adulthood
157
Cognitive development continues throughout adulthood, undergoing significant shifts across early, middle, and late stages. Individual transition occurs from adolescent idealism to pragmatic and adaptable thinking in early adulthood. During this period, individuals learn to integrate personal beliefs with the recognition that other perspectives are equally valid. Exposure to the complexities of modern society, diverse experiences, and higher education contribute to this adaptive thought process,...
157
Regression Toward the Mean
6.3K
Regression toward the mean (“RTM”) is a phenomenon in which extremely high or low values—for example, and individual’s blood pressure at a particular moment—appear closer to a group’s average upon remeasuring. Although this statistical peculiarity is the result of random error and chance, it has been problematic across various medical, scientific, financial and psychological applications. In particular, RTM, if not taken into account, can interfere when...
6.3K
Longitudinal Research
12.0K
Sometimes we want to see how people change over time, as in studies of human development and lifespan. When we test the same group of individuals repeatedly over an extended period of time, we are conducting longitudinal research. Longitudinal research is a research design in which data-gathering is administered repeatedly over an extended period of time. For example, we may survey a group of individuals about their dietary habits at age 20, retest them a decade later at age 30, and then again...
12.0K


