The Influence of Personality Traits on Driving Behaviors in Preclinical Alzheimer Disease
David Carr, Andrew Aschenbrenner, Ganesh Babulal

TL;DR
This study explores how personality traits like neuroticism and conscientiousness influence driving behaviors in older adults at risk for Alzheimer's disease before symptoms appear.
Contribution
The study introduces the moderating role of personality traits in longitudinal changes of driving behavior during preclinical Alzheimer's.
Findings
Neuroticism affects changes in speeding frequency and nighttime trips.
Conscientiousness influences changes in typical driving space.
Personality traits should be considered in models predicting AD progression.
Abstract
Alzheimer disease (AD) has a long preclinical phase in which AD pathology is accumulating without detectable clinical symptoms. It is critical to identify participants in this preclinical phase as early as possible since treatment plans may be more effective in this stage. Monitoring for changes in driving behavior, as measured with GPS sensors, has been explored as a low-burden, easy to administer method for detecting AD risk. However, driving is a complex, multi-faceted process that is likely influenced by other factors that may change in preclinical AD, including personality traits. In this study, we examine the moderating influence of neuroticism and conscientiousness on longitudinal changes in driving behavior in a sample of 203 clinically normal older adults who are at varying risk of developing AD. Our results indicate that neuroticism moderated rates of change in the frequency…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsOlder Adults Driving Studies · Dementia and Cognitive Impairment Research · Cognitive Functions and Memory
