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Effect of Using Mobile Phones on Driver’s Control Behavior Based on Naturalistic Driving Data
Distracted driving behaviors are closely related to crash risk, with the use of mobile phones during driving being one of the leading causes of accidents. This paper attempts to investigate the impact of cell phone use while driving on drivers’ control behaviors. Given the limitation of driving simu...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6518206/ https://www.ncbi.nlm.nih.gov/pubmed/31027174 http://dx.doi.org/10.3390/ijerph16081464 |
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author | Zhang, Lanfang Cui, Boyu Yang, Minhao Guo, Feng Wang, Junhua |
author_facet | Zhang, Lanfang Cui, Boyu Yang, Minhao Guo, Feng Wang, Junhua |
author_sort | Zhang, Lanfang |
collection | PubMed |
description | Distracted driving behaviors are closely related to crash risk, with the use of mobile phones during driving being one of the leading causes of accidents. This paper attempts to investigate the impact of cell phone use while driving on drivers’ control behaviors. Given the limitation of driving simulators in an unnatural setting, a sample of 134 cases related to cell phone use during driving were extracted from Shanghai naturalistic driving study data, which provided massive unobtrusive data to observe actual driving process. The process of using mobile phones was categorized into five operations, including dialing, answering, talking and listening, hanging up, and viewing information. Based on the concept of moving time window, the variation of the intensity of control activity, the sensitivity of control operation, and the stability of control state in each operation were analyzed. The empirical results show strong correlation between distracted operations and driving control behavior. The findings contribute to a better understanding of drivers’ natural behavior changes with using mobiles, and can provide useful information for transport safety management. |
format | Online Article Text |
id | pubmed-6518206 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-65182062019-05-31 Effect of Using Mobile Phones on Driver’s Control Behavior Based on Naturalistic Driving Data Zhang, Lanfang Cui, Boyu Yang, Minhao Guo, Feng Wang, Junhua Int J Environ Res Public Health Article Distracted driving behaviors are closely related to crash risk, with the use of mobile phones during driving being one of the leading causes of accidents. This paper attempts to investigate the impact of cell phone use while driving on drivers’ control behaviors. Given the limitation of driving simulators in an unnatural setting, a sample of 134 cases related to cell phone use during driving were extracted from Shanghai naturalistic driving study data, which provided massive unobtrusive data to observe actual driving process. The process of using mobile phones was categorized into five operations, including dialing, answering, talking and listening, hanging up, and viewing information. Based on the concept of moving time window, the variation of the intensity of control activity, the sensitivity of control operation, and the stability of control state in each operation were analyzed. The empirical results show strong correlation between distracted operations and driving control behavior. The findings contribute to a better understanding of drivers’ natural behavior changes with using mobiles, and can provide useful information for transport safety management. MDPI 2019-04-25 2019-04 /pmc/articles/PMC6518206/ /pubmed/31027174 http://dx.doi.org/10.3390/ijerph16081464 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhang, Lanfang Cui, Boyu Yang, Minhao Guo, Feng Wang, Junhua Effect of Using Mobile Phones on Driver’s Control Behavior Based on Naturalistic Driving Data |
title | Effect of Using Mobile Phones on Driver’s Control Behavior Based on Naturalistic Driving Data |
title_full | Effect of Using Mobile Phones on Driver’s Control Behavior Based on Naturalistic Driving Data |
title_fullStr | Effect of Using Mobile Phones on Driver’s Control Behavior Based on Naturalistic Driving Data |
title_full_unstemmed | Effect of Using Mobile Phones on Driver’s Control Behavior Based on Naturalistic Driving Data |
title_short | Effect of Using Mobile Phones on Driver’s Control Behavior Based on Naturalistic Driving Data |
title_sort | effect of using mobile phones on driver’s control behavior based on naturalistic driving data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6518206/ https://www.ncbi.nlm.nih.gov/pubmed/31027174 http://dx.doi.org/10.3390/ijerph16081464 |
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