Existing studies examining the predictive ability of biomarkers for cognitive outcomes do not account for variance due to measurement error, which could lead to under-estimates of the proportion of variance explained. We used data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) (N = 1084) to estimate the proportion of variance explained by Alzheimer's disease (AD) imaging biomarkers in four cognitive outcomes: memory, executive functioning, language, and visuospatial functioning. We compared estimates from standard models that do not account for measurement error, and multilevel models that do account for measurement error.
View Article and Find Full Text PDFJ Gerontol B Psychol Sci Soc Sci
April 2024
Objectives: Late-life depression and white matter hyperintensities (WMH) have been linked to increased dementia risk. However, there is a dearth of literature examining these relationships in Black adults. We investigated whether depression or WMH volume are associated with a higher likelihood of dementia diagnosis in a sample of late middle-aged to older Black adults, and whether dementia prevalence is highest in individuals with both depression and higher WMH volume.
View Article and Find Full Text PDFObjectives: The present study assessed bidirectional associations between basic psychological needs and several subjective sleep variables across 2 semesters.
Design: Participants completed an online survey twice (7 months apart) as part of a short-term longitudinal, correlational study.
Participants: Participants were 154 (67.