Bias in estimating brain‐cognition associations by clinical diagnosis: A simulation study

Decisions about whether to stratify analyses by diagnostic subgroup require consideration of the target of inference. If the goal of cognitive aging research is to understand the cognitive manifestations of neurodegeneration across the full spectrum of disease, then subgroup analysis is likely to be more biased than the combined sample. With representative samples, both approaches may provide complementary information.

Authors

Institutions

Publication Details

Journal
Alzheimer s & Dementia
Published
2024-12-01
DOI
https://doi.org/10.1002/alz.087815
Citations
1
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.39
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Bias in estimating brain‐cognition associations by clinical diagnosis: A simulation study

Brandon E. Gavett, Keith F. Widaman, Dan Mungas, Evan Fletcher et al.
1 citations
Alzheimer s & Dementia
Dementia and Cognitive Impairment Research
0.39
article

Bias in estimating brain‐cognition associations by clinical diagnosis: A simulation study

Brandon E. Gavett, Keith F. Widaman, Dan Mungas, Evan Fletcher, Sarah Tomaszewski Farias
article en
1 citations

Abstract

Decisions about whether to stratify analyses by diagnostic subgroup require consideration of the target of inference. If the goal of cognitive aging research is to understand the cognitive manifestations of neurodegeneration across the full spectrum of disease, then subgroup analysis is likely to be more biased than the combined sample. With representative samples, both approaches may provide complementary information.

Alzheimer s & DementiaVol. 20(S3)
University of California, Riverside (US), University of California, Davis (US)
Openalex Percentile: Top 32%
Dementia and Cognitive Impairment Research
0.39
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.