title: Using trip diaries to mitigate route risk and risky driving behavior among older drivers.
abstract: To reduce exposure to risky and challenging driving situations and prolong mobility and independence, older drivers self-regulate their driving behavior. But self-regulation can be challenging because it depends on drivers' ability to assess their limitations. Studies using self-reports, survey data, and hazard and risk perception tests have shown that driving behavior feedback can help older drivers assess their limitations and adjust their driving behavior. But only limited work has been conducted in developing feedback technology interventions tailored to meet the information needs of older drivers, and the impact these interventions have in helping older drivers self-monitor their driving behavior and risk outcomes. The vehicles of 33 drivers 65 years and older were instrumented with OBD2 devices. Older drivers were provided access to customized web-based Trip Diaries that delivered post-trip feedback of the routes driven, low-risk route alternatives, and frequency of their risky driving behaviors. Data were recorded over four months, with baseline driving behavior collected for one month. Generalized linear mixed effects regression models assessed the effects of post-trip feedback on the route risk and driving behaviors of older drivers. Results showed that post-trip feedback reduced the estimated route risk of older drivers by 2.9% per week, and reduced their speeding frequency on average by 0.9% per week. Overall, the Trip Diary feedback reduced the expected crash rate from 1 in 6172 trips to 1 in 7173 trips, and the expected speeding frequency from 46% to 39%. Thus providing older drivers with tailored feedback of their driving behavior and crash risk could help them appropriately self-regulate their driving behavior, and improve their crash risk outcomes.
authors.affiliation: Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA. Electronic address: payyanadan@wisc.edu.
authors.forename: Rashmi P
authors.initials: RP
authors.lastname: Payyanadan
authors.affiliation: Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA.
authors.forename: Adam
authors.initials: A
authors.lastname: Maus
authors.affiliation: Department of Statistics, University of Wisconsin-Madison, Madison, WI, 53706, USA.
authors.forename: Fabrizzio A
authors.initials: FA
authors.lastname: Sanchez
authors.affiliation: Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA.
authors.forename: John D
authors.initials: JD
authors.lastname: Lee
authors.affiliation: Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA.
authors.forename: Lillian
authors.initials: L
authors.lastname: Miossi
authors.affiliation: Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA.
authors.forename: Amsale
authors.initials: A
authors.lastname: Abera
authors.affiliation: Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA.
authors.forename: Jacob
authors.initials: J
authors.lastname: Melvin
authors.affiliation: Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA.
authors.forename: Xufan
authors.initials: X
authors.lastname: Wang
mesh_terms: D000063:Accidents, Traffic / Q000517:prevention & control; D000367:Age Factors; D000368:Aged; D000369:Aged, 80 and over; D000375:Aging / Q000523:psychology*; D001334:Automobile Driving / Q000523:psychology* / Q000706:statistics & numerical data; D005246:Feedback; D005260:Female; D006801:Humans; D008297:Male; D012306:Risk; D012309:Risk-Taking; D057566:Self Report
keywords: Older drivers; Retrospective feedback; Route risk; Self-regulation; Trip Diary