In-Vehicle Sensors to Detect Cognitive Change in Older Drivers

Information

  • Research Project
  • 10045777
  • ApplicationId
    10045777
  • Core Project Number
    R01AG068472
  • Full Project Number
    1R01AG068472-01
  • Serial Number
    068472
  • FOA Number
    RFA-AG-20-022
  • Sub Project Id
  • Project Start Date
    9/15/2020 - 4 years ago
  • Project End Date
    4/30/2025 - 21 days ago
  • Program Officer Name
    PLUDE, DANA JEFFREY
  • Budget Start Date
    9/15/2020 - 4 years ago
  • Budget End Date
    4/30/2021 - 4 years ago
  • Fiscal Year
    2020
  • Support Year
    01
  • Suffix
  • Award Notice Date
    9/11/2020 - 4 years ago

In-Vehicle Sensors to Detect Cognitive Change in Older Drivers

Project Summary / Abstract Brain changes associated with Alzheimer's disease and related chronic degenerative dementias may begin as long as 20 years before clinical symptoms become evident. There is increasing evidence that unobtrusive monitoring of older adults' performance of complex daily activities of living may allow us to detect some of these subtle early changes in cognition. The rapidly increasing use of sensors not only in commercial vehicles, but also in passenger vehicles, and large number of older drivers on U.S. roads suggest that sensor data may be reconfigured to provide this early warning system. In this longitudinal mixed methods study, we will recruit and enroll 750 older drivers, establish their baseline cognitive function and driving behavior profiles, and repeat the cognitive testing and in-vehicle sensor data downloading every three months for three years (12 data points). Over this time, we expect approximately 200 participants to have experienced measurable cognitive decline either from unimpaired to mild cognitive impairment levels and/or mild cognitive impairment to early stage dementia levels. We propose to install a sensor system which will include unobtrusive cameras, on-board diagnostics (OBD), GPS and inertial measurement units (IMU) configured to track and record driver behavior in the passenger vehicles of these 750 older adult (? 65) drivers. The recorded changes in driver behavior will be compared to results from a battery of cognitive tests (global cognition, executive function, memory, visuospatial, visual attention and language) with demonstrated ability to detect early cognitive changes and to predict driver risk. The innovation of this research project lies in the rigorous testing of an unobtrusive, rapidly and readily available in-vehicle sensing and monitoring system for its ability to detect early changes in cognition in older drivers. There is an estimated 4 to 8 million older drivers with mild cognitive impairment on the roads in the U.S. This significant number of older drivers poses a major concern for public safety. Moreover, the majority may be unaware of the cognitive changes occurring. Current dementia screening programs are able to test only a small number of older adults and the wellness visits covered by Medicare do not detect these early, subtle changes. Yet early detection offers many medical, emotional and financial benefits for the individual, family and society, opening a ?window of time? to intervene in the progression of the disease in the future (Alzheimer's Association 2019 Report). The proposed testing and evaluation of a readily and rapidly available, unobtrusive in-vehicle sensing system could provide the first step toward future widespread, low-cost, early warnings of change for the large number of older drivers in the U.S.

IC Name
NATIONAL INSTITUTE ON AGING
  • Activity
    R01
  • Administering IC
    AG
  • Application Type
    1
  • Direct Cost Amount
    963040
  • Indirect Cost Amount
    458410
  • Total Cost
    1421450
  • Sub Project Total Cost
  • ARRA Funded
    False
  • CFDA Code
    866
  • Ed Inst. Type
    SCHOOLS OF NURSING
  • Funding ICs
    NIA:1421450\
  • Funding Mechanism
    Non-SBIR/STTR RPGs
  • Study Section
    ZAG1
  • Study Section Name
    Special Emphasis Panel
  • Organization Name
    FLORIDA ATLANTIC UNIVERSITY
  • Organization Department
    NONE
  • Organization DUNS
    004147534
  • Organization City
    BOCA RATON
  • Organization State
    FL
  • Organization Country
    UNITED STATES
  • Organization Zip Code
    334316424
  • Organization District
    UNITED STATES