Division of Neurocognitive Disorders, Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA.
Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA.
J Int Neuropsychol Soc. 2024 May;30(4):389-401. doi: 10.1017/S1355617723000760. Epub 2023 Nov 28.
Normative neuropsychological data are essential for interpretation of test performance in the context of demographic factors. The Mayo Normative Studies (MNS) aim to provide updated normative data for neuropsychological measures administered in the Mayo Clinic Study of Aging (MCSA), a population-based study of aging that randomly samples residents of Olmsted County, Minnesota, from age- and sex-stratified groups. We examined demographic effects on neuropsychological measures and validated the regression-based norms in comparison to existing normative data developed in a similar sample.
The MNS includes cognitively unimpaired adults ≥30 years of age ( = 4,428) participating in the MCSA. Multivariable linear regressions were used to determine demographic effects on test performance. Regression-based normative formulas were developed by first converting raw scores to normalized scaled scores and then regressing on age, age, sex, and education. Total and sex-stratified base rates of low scores ( < 40) were examined in an older adult validation sample and compared with Mayo's Older Americans Normative Studies (MOANS) norms.
Independent linear regressions revealed variable patterns of linear and/or quadratic effects of age ( = 6-27% variance explained), sex (0-13%), and education (2-10%) across measures. MNS norms improved base rates of low performance in the older adult validation sample overall and in sex-specific patterns relative to MOANS.
Our results demonstrate the need for updated norms that consider complex demographic associations on test performance and that specifically exclude participants with mild cognitive impairment from the normative sample.
规范的神经心理学数据对于在人口统计学因素的背景下解释测试表现至关重要。梅奥规范研究(MNS)旨在为在梅奥老龄化研究(MCSA)中进行的神经心理学测量提供最新的规范数据,这是一项基于人群的老龄化研究,从明尼苏达州奥姆斯特德县的年龄和性别分层群体中随机抽取居民。我们研究了人口统计学因素对神经心理学测量的影响,并将基于回归的规范与在类似样本中制定的现有规范数据进行了比较。
MNS 包括认知正常的≥30 岁成年人(n=4428),他们参加了 MCSA。多变量线性回归用于确定测试表现的人口统计学影响。通过将原始分数转换为标准化量表分数,然后回归年龄、年龄、性别和教育,制定基于回归的规范公式。在老年验证样本中检查了总得分和性别分层的低得分(<40)的基础比率,并与 Mayo 的老年人规范研究(MOANS)规范进行了比较。
独立线性回归显示了年龄(6-27%的方差解释)、性别(0-13%)和教育(2-10%)对各测量指标的线性和/或二次效应的不同模式。MNS 规范总体上提高了老年验证样本中低表现的基础比率,并且在性别特异性模式中也相对于 MOANS 有所提高。
我们的结果表明,需要更新规范,这些规范需要考虑到测试表现的复杂人口统计学关联,并且规范样本中明确排除轻度认知障碍的参与者。