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纵向数据中的损耗主要是针对水平而非变化率的选择性。

Attrition in Longitudinal Data is Primarily Selective with Respect to Level Rather than Rate of Change.

机构信息

Department of Psychology,University of Virginia,Charlottesville, VA,USA.

出版信息

J Int Neuropsychol Soc. 2019 Jul;25(6):618-623. doi: 10.1017/S135561771900016X. Epub 2019 May 28.

Abstract

OBJECTIVES

An important question in longitudinal research is whether the individuals who discontinue participation differ in their level of, or their change in, cognitive functioning relative to individuals who return for subsequent occasions.

METHODS

Performance in five cognitive domains was examined in nearly 5000 participants between 18 and 85 years of age who completed between one and five longitudinal occasions.

RESULTS

Little or no differences in cognitive performance were apparent between young adults who did or did not return for subsequent longitudinal occasions. However, among adults above about 45 years of age, returning participants had higher levels of cognitive performance, but approximately similar magnitude of longitudinal change, as participants completing fewer occasions.

CONCLUSIONS

These results suggest that generalizability of longitudinal comparisons may be restricted to individuals with relatively high levels of cognitive functioning, but that rates of cognitive change are nearly comparable for individuals completing different numbers of longitudinal occasions.

摘要

目的

在纵向研究中,一个重要的问题是,与随后再次参加的个体相比,那些中途退出的个体在认知功能的水平或变化上是否存在差异。

方法

在近 5000 名年龄在 18 至 85 岁之间的参与者中,考察了他们在五个认知领域的表现,这些参与者完成了一到五次纵向测试。

结果

在随后是否参加纵向测试的年轻人之间,认知表现几乎没有差异。然而,在 45 岁以上的成年人中,再次参加的参与者具有更高的认知表现水平,但与完成较少次数测试的参与者相比,纵向变化的幅度大致相同。

结论

这些结果表明,纵向比较的普遍性可能仅限于认知功能相对较高的个体,但对于完成不同次数纵向测试的个体,认知变化的速度几乎是可比的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4905/6620117/c7723b113676/nihms-1520615-f0001.jpg

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