Abstract
This study analyzed the impact of the health condition of elderly drivers on their driving behavior. We obtained drive recorder data and health check data including cognitive function and magnetic resonance imaging data from drivers older than 70 years of age and living in the Chugei area in Kochi Prefecture, Japan, and performed discriminant analysis. The results showed that safe driving skills are more affected by occipital lobe volume than the conventional cognitive tests such as MMSE and FAB.
Similar content being viewed by others
References
“Occurrence of traffic accidents on 2017”. Available at National Police Agency website; https://www.npa.go.jp/publications/statistics/koutsuu/H29zennjiko.pdf (accessed on 28th May, 2020) (in Japanese)
Cooper, P. J, “Differences in accident characteristics among elderly drivers and between elderly and middle-aged drivers”, Accid Anal Prev, Vol. 22, Issue. 5, October 1990, pp. 499–508, https://doi.org/10.1016/0001-4575(90)90044-L
Gresset, J and Meyer, F, “Risk of automobile accidents among elderly drivers with impairments or chronic diseases.”, Canadian Journal of Public Health, Vol. 85 (4), July 1994, pp.282–285
Nakano, T., Yamada, M., Yamamoto, S.: Elderly drivers : considering a system for assessing driving ability and for training. IATSS review. 33(4), 349–354 (December 2008) (in Japanese)
Parker, D., McDonald, L., Rabbitt, P., Sutcliffe, P.: Elderly drivers and their accidents: the aging driver questionnaire. Accid Anal Prev. 32(6), 751–759 (November 2000)
Oshima, N.: Traffic accidents and risk of elderly drivers. Journal of Japan Society for Safety Engineering. 56(3), 151–158 (2017) (in Japanese)
Kuriyama, Y., Nakamura, A., Sakaguchi, T.: Empirical analysis on the characteristics of traffic violations and accidents caused by elderly drivers. IATSS Review. 43(3), 68–74 (February 2019) (in Japanese)
Yamamoto, W, Sato, H, Orino, Y, Itoshima, F and Sakurai M, “Driving Behavior Analysis of Elderly Drivers on Expressway”, JSTE Journal of Traffic Engineering, Vol. 5, No. 2, February 2019, pp. A_40-A_47 (in Japanese)
Renge, K., Ohta, H., Mukai, K.: The effect of elderly drivers education for daily driving –an analysis of own car driving behavior using drive record data. Proceedings of the Japan Association of Applied Psychology. 75, (2008) (in Japanese)
Horikawa, E, “Measurement and Analysis on Daily Driving Behavior of both Healthy and Cognitive Decline Elderly Drivers Using Drive Recorder” Research Report of Takara Foundation, 2012 (in Japanese)
Yonekawa, T, et. al. “Proposal of Safe Driving Evaluation Method with Drive Recorder and Analysis of Elderly Drive Characteristics”, Journal of Society of Automotive Engineering of Japan, Vol. 49 (2), March 2018, pp. 384–389 , https://doi.org/10.11351/jsaeronbun.49.384(in Japanese)
Mueller, A., Sangrar, R., Vrkljan, B.: Rearview camera system use among older drivers: a naturalistic observation study. Transport Res F: Traffic Psychol Behav. 65, 655–664 (August 2019). https://doi.org/10.1016/j.trf.2017.06.014
Inagaki, T, Harada, N, Kashiwa, Y, Takehira, S and Kobayakawa, S, “A Fundamental Analysis on Driving Behavior and Individual Property of Elderly Drivers Based on Driving Recorder Data”, JSTE Journal of Traffic Engineering, Vol. 5, No. 2, February 2019, pp. A_208-A_216 (in Japanese)
Nakano, K., et al.: “Leukoaraiosis significantly worsens driving performance of ordinary older drivers”, PLoS one. Vol. 9(10), e108333 (October 2014). https://doi.org/10.1371/journal.pone.0108333
Whitwell, J.L.: Toolbox voxel-based morphometry: An automated technique for assessing structural changes in the brain. J Neurosci. 29(31), 9661–9664 (2009)
Kurth, F, Luders, E and Gaser, C, “VBM8 Toolbox Manual” 2010
Ashburner, J.: A fast diffeomorphic image registration algorithm. Neuroimage. 38(1), 95–113 (2007)
Folstein, M.F., Folstein, S.E., McHugh, P.R.: “Mini-mental state”: a practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 12(3), 189–198 (1975)
Dubois, B., Slachevsky, A., Litvan, I., Pillon, B.: The FAB: a frontal assessment battery at bedside. Neurology. 55(11), 1621–1626 (2000)
“The driver’s license skill test implementation standard” Available at National Police Agency website; https://www.npa.go.jp/laws/notification/koutuu/menkyo/menkyo20190919_r016.pdf (accessed on 28th May, 2020) (in Japanese)
Park, K., Kumagai, Y., et al.: A New Driving Ability Test to Predict Risks of Traffic Accident Types According to Ages and Leukoaraiosis. ITS World Congress proceeding (2014)
Acknowledgments
This study was conducted with a research fund from The General Insurance Association of Japan. This research was approved by the Research Ethics Review Committee in Kochi University of Technology for research involving human subjects.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Nishiuchi, H., Park, K. & Hamada, S. The Relationship between Driving Behavior and the Health Condition of Elderly Drivers. Int. J. ITS Res. 19, 264–272 (2021). https://doi.org/10.1007/s13177-020-00240-3
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13177-020-00240-3