Literature DB >> 28731434

Passive Assessment of Routine Driving with Unobtrusive Sensors: A New Approach for Identifying and Monitoring Functional Level in Normal Aging and Mild Cognitive Impairment.

Adriana Seelye1,2,3,4, Nora Mattek1,2, Nicole Sharma1,2, Phelps Witter1,2, Ariella Brenner1,2, Katherine Wild1,2, Hiroko Dodge1,2,5, Jeffrey Kaye1,2,6.   

Abstract

BACKGROUND: Driving is a key functional activity for many older adults, and changes in routine driving may be associated with emerging cognitive decline due to early neurodegenerative disease. Current methods for assessing driving such as self-report are inadequate for identifying and monitoring subtle changes in driving patterns that may be the earliest signals of functional change in developing mild cognitive impairment (MCI).
OBJECTIVE: This proof of concept study aimed to establish the feasibility of continuous driving monitoring in a sample of cognitively normal and MCI older adults for an average of 206 days using an unobtrusive driving sensor and demonstrate that derived sensor-based driving metrics could effectively discriminate between MCI and cognitively intact groups.
METHODS: Novel objective driving measures derived from 6 months of routine driving monitoring were examined in older adults with intact cognition (n = 21) and MCI (n = 7) who were enrolled in the Oregon Center for Aging and Technology (ORCATECH) longitudinal assessment program.
RESULTS: Unobtrusive continuous monitoring of older adults' routine driving using a driving sensor was feasible and well accepted. MCI participants drove fewer miles and spent less time on the highway per day than cognitively intact participants. MCI drivers showed less day-to-day fluctuations in their driving habits than cognitively intact drivers.
CONCLUSION: Sensor-based driving measures are objective, unobtrusive, and can be assessed every time a person drives his or her vehicle to identify clinically meaningful changes in daily driving. This novel methodology has the potential to be useful for the early detection and monitoring of changes in daily functioning within individuals.

Entities:  

Keywords:  Aging; cognitive decline; mild neurocognitive disorder; technology

Mesh:

Year:  2017        PMID: 28731434      PMCID: PMC5640318          DOI: 10.3233/JAD-170116

Source DB:  PubMed          Journal:  J Alzheimers Dis        ISSN: 1387-2877            Impact factor:   4.472


  33 in total

1.  Self-regulation of driving and its relationship to driving ability among older adults.

Authors:  M R J Baldock; J L Mathias; A J McLean; A Berndt
Journal:  Accid Anal Prev       Date:  2006-05-24

2.  The Candrive/Ozcandrive prospective older driver study: Methodology and early study findings.

Authors:  Shawn C Marshall; Malcolm Man-Son-Hing; Judith Charlton; Lisa J Molnar; Sjaan Koppel; David W Eby
Journal:  Accid Anal Prev       Date:  2013-07-15

3.  The relationship between cognitive performance, perceptions of driving comfort and abilities, and self-reported driving restrictions among healthy older drivers.

Authors:  Mark J Rapoport; Gary Naglie; Kelly Weegar; Anita Myers; Duncan Cameron; Alexander Crizzle; Nicol Korner-Bitensky; Holly Tuokko; Brenda Vrkljan; Michel Bédard; Michelle M Porter; Barbara Mazer; Isabelle Gélinas; Malcolm Man-Son-Hing; Shawn Marshall
Journal:  Accid Anal Prev       Date:  2013-03-30

4.  The Canadian Safe Driving Study-Phase I pilot: Examining potential logistical barriers to the full cohort study.

Authors:  Shawn C Marshall; Keith G Wilson; Malcolm Man-Son-Hing; Ian Stiell; Andrew Smith; Kelly Weegar; Yara Kadulina; Frank J Molnar
Journal:  Accid Anal Prev       Date:  2013-04-10

5.  Intelligent Systems For Assessing Aging Changes: home-based, unobtrusive, and continuous assessment of aging.

Authors:  Jeffrey A Kaye; Shoshana A Maxwell; Nora Mattek; Tamara L Hayes; Hiroko Dodge; Misha Pavel; Holly B Jimison; Katherine Wild; Linda Boise; Tracy A Zitzelberger
Journal:  J Gerontol B Psychol Sci Soc Sci       Date:  2011-07       Impact factor: 4.077

6.  2016 Alzheimer's disease facts and figures.

Authors: 
Journal:  Alzheimers Dement       Date:  2016-04       Impact factor: 21.566

7.  Unobtrusive measurement of daily computer use to detect mild cognitive impairment.

Authors:  Jeffrey Kaye; Nora Mattek; Hiroko H Dodge; Ian Campbell; Tamara Hayes; Daniel Austin; William Hatt; Katherine Wild; Holly Jimison; Michael Pavel
Journal:  Alzheimers Dement       Date:  2013-05-18       Impact factor: 21.566

8.  Age and gender differences in time to collision at braking from the 100-Car Naturalistic Driving Study.

Authors:  Jade Montgomery; Kristofer D Kusano; Hampton C Gabler
Journal:  Traffic Inj Prev       Date:  2014       Impact factor: 1.491

9.  Social Markers of Mild Cognitive Impairment: Proportion of Word Counts in Free Conversational Speech.

Authors:  Hiroko H Dodge; Nora Mattek; Mattie Gregor; Molly Bowman; Adriana Seelye; Oscar Ybarra; Meysam Asgari; Jeffrey A Kaye
Journal:  Curr Alzheimer Res       Date:  2015       Impact factor: 3.498

10.  Creating a driving profile for older adults using GPS devices and naturalistic driving methodology.

Authors:  Ganesh M Babulal; Cindy M Traub; Mollie Webb; Sarah H Stout; Aaron Addison; David B Carr; Brian R Ott; John C Morris; Catherine M Roe
Journal:  F1000Res       Date:  2016-09-26
View more
  14 in total

1.  Differences in Driving Outcomes Among Cognitively Normal African American and Caucasian Older Adults.

Authors:  Ganesh M Babulal; Sarah H Stout; Monique M Williams; Ganesh Rajasekar; Annie Harmon; Jonathon Vivoda; Megan Zuelsdorff; Tammie L S Benzinger; John C Morris; Beau Ances; Catherine M Roe
Journal:  J Racial Ethn Health Disparities       Date:  2019-11-04

2.  A 2.5-Year Longitudinal Assessment of Naturalistic Driving in Preclinical Alzheimer's Disease.

Authors:  Catherine M Roe; Sarah H Stout; Ganesh Rajasekar; Beau M Ances; Jessica M Jones; Denise Head; Tammie L S Benzinger; Monique M Williams; Jennifer Duncan Davis; Brian R Ott; David K Warren; Ganesh M Babulal
Journal:  J Alzheimers Dis       Date:  2019       Impact factor: 4.472

3.  Use of in-home activity monitoring technologies in older adult veterans with mild cognitive impairment: The impact of attitudes and cognition.

Authors:  Mira I Leese; Katherine E Dorociak; Madeline Noland; Joseph E Gaugler; Nora Mattek; Adriana Hughes
Journal:  Gerontechnology       Date:  2021-06

4.  Subtle Changes in Medication-taking Are Associated With Incident Mild Cognitive Impairment.

Authors:  Katherine E Dorociak; Nora Mattek; John E Ferguson; Zachary T Beattie; Nicole Sharma; Jeffrey A Kaye; Mira I Leese; Bridget M Doane; Adriana M Hughes
Journal:  Alzheimer Dis Assoc Disord       Date:  2021 Jul-Sep 01       Impact factor: 2.703

5.  The Collaborative Aging Research Using Technology Initiative: An Open, Sharable, Technology-Agnostic Platform for the Research Community.

Authors:  Zachary Beattie; Lyndsey M Miller; Carlos Almirola; Wan-Tai M Au-Yeung; Hannah Bernard; Kevin E Cosgrove; Hiroko H Dodge; Charlene J Gamboa; Ona Golonka; Sarah Gothard; Sam Harbison; Stephanie Irish; Judith Kornfeld; Jonathan Lee; Jennifer Marcoe; Nora C Mattek; Charlie Quinn; Christina Reynolds; Thomas Riley; Nathaniel Rodrigues; Nicole Sharma; Mary Alice Siqueland; Neil W Thomas; Timothy Truty; Rachel Wall; Katherine Wild; Chao-Yi Wu; Jason Karlawish; Nina B Silverberg; Lisa L Barnes; Sara Czaja; Lisa C Silbert; Jeffrey Kaye
Journal:  Digit Biomark       Date:  2020-11-26

6.  Unobtrusive Sensing Technology Detects Ecologically Valid Spatiotemporal Patterns of Daily Routines Distinctive to Persons With Mild Cognitive Impairment.

Authors:  Chao-Yi Wu; Hiroko H Dodge; Sarah Gothard; Nora Mattek; Kirsten Wright; Lisa L Barnes; Lisa C Silbert; Miranda M Lim; Jeffrey A Kaye; Zachary Beattie
Journal:  J Gerontol A Biol Sci Med Sci       Date:  2022-10-06       Impact factor: 6.591

7.  An Ecologically Valid, Longitudinal, and Unbiased Assessment of Treatment Efficacy in Alzheimer Disease (the EVALUATE-AD Trial): Proof-of-Concept Study.

Authors:  Neil William Douglas Thomas; Zachary Beattie; Jennifer Marcoe; Kirsten Wright; Nicole Sharma; Nora Mattek; Hiroko Dodge; Katherine Wild; Jeffrey Kaye
Journal:  JMIR Res Protoc       Date:  2020-05-27

8.  Current State of Digital Biomarker Technologies for Real-Life, Home-Based Monitoring of Cognitive Function for Mild Cognitive Impairment to Mild Alzheimer Disease and Implications for Clinical Care: Systematic Review.

Authors:  Antoine Piau; Katherine Wild; Nora Mattek; Jeffrey Kaye
Journal:  J Med Internet Res       Date:  2019-08-30       Impact factor: 5.428

Review 9.  Unobtrusive Health Monitoring in Private Spaces: The Smart Vehicle.

Authors:  Ju Wang; Joana M Warnecke; Mostafa Haghi; Thomas M Deserno
Journal:  Sensors (Basel)       Date:  2020-04-25       Impact factor: 3.576

10.  Application of In-Home Monitoring Data to Transition Decisions in Continuing Care Retirement Communities: Usability Study.

Authors:  Katherine Wild; Nicole Sharma; Nora Mattek; Jason Karlawish; Thomas Riley; Jeffrey Kaye
Journal:  J Med Internet Res       Date:  2021-01-13       Impact factor: 5.428

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.