Investigating the effect of COVID-19 on driver behavior and road safety: A naturalistic driving study in Malaysia
The spread of the novel coronavirus COVID-19 resulted in unprecedented worldwide countermeasures such as lockdowns and suspensions of all retail, recreational, and religious activities for the majority of 2020. Nonetheless, no adequate scientific data have been provided thus far about the impact of...
Saved in:
Main Authors: | , , , , , , |
---|---|
Format: | Article |
Published: |
MDPI
2022
|
Subjects: | |
Online Access: | http://eprints.um.edu.my/41127/ |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Universiti Malaya |
id |
my.um.eprints.41127 |
---|---|
record_format |
eprints |
spelling |
my.um.eprints.411272023-09-07T04:34:24Z http://eprints.um.edu.my/41127/ Investigating the effect of COVID-19 on driver behavior and road safety: A naturalistic driving study in Malaysia Al-Hussein, Ward Ahmed Li, Wenshuang Por, Lip Yee Ku, Chin Soon Alredany, Wajdi Hamza Dawod Leesri, Thanakamon MohamadJawad, Huda Hussein HE Transportation and Communications HM Sociology The spread of the novel coronavirus COVID-19 resulted in unprecedented worldwide countermeasures such as lockdowns and suspensions of all retail, recreational, and religious activities for the majority of 2020. Nonetheless, no adequate scientific data have been provided thus far about the impact of COVID-19 on driving behavior and road safety, especially in Malaysia. This study examined the effect of COVID-19 on driving behavior using naturalistic driving data. This was accomplished by comparing the driving behaviors of the same drivers in three periods: before COVID-19 lockdown, during COVID-19 lockdown, and after COVID-19 lockdown. Thirty people were previously recruited in 2019 to drive an instrumental vehicle on a 25 km route while recording their driving data such as speed, acceleration, deceleration, distance to vehicle ahead, and steering. The data acquisition system incorporated various sensors such as an OBDII reader, a lidar, two ultrasonic sensors, an IMU, and a GPS. The same individuals were contacted again in 2020 to drive the same vehicle on the same route in order to capture their driving behavior during the COVID-19 lockdown. Participants were approached once again in 2022 to repeat the procedure in order to capture their driving behavior after the COVID-19 lockdown. Such valuable and trustworthy data enable the assessment of changes in driving behavior throughout the three time periods. Results showed that drivers committed more violations during the COVID-19 lockdown, with young drivers in particular being most affected by the traffic restrictions, driving significantly faster and performing more aggressive steering behaviors during the COVID-19 lockdown than any other time. Furthermore, the locations where the most speeding offenses were committed are highlighted in order to provide lawmakers with guidance on how to improve traffic safety in those areas, in addition to various recommendations on how to manage traffic during future lockdowns. MDPI 2022-09 Article PeerReviewed Al-Hussein, Ward Ahmed and Li, Wenshuang and Por, Lip Yee and Ku, Chin Soon and Alredany, Wajdi Hamza Dawod and Leesri, Thanakamon and MohamadJawad, Huda Hussein (2022) Investigating the effect of COVID-19 on driver behavior and road safety: A naturalistic driving study in Malaysia. International Journal of Environmental Research and Public Health, 19 (18). ISSN 1660-4601, DOI https://doi.org/10.3390/ijerph191811224 <https://doi.org/10.3390/ijerph191811224>. 10.3390/ijerph191811224 |
institution |
Universiti Malaya |
building |
UM Library |
collection |
Institutional Repository |
continent |
Asia |
country |
Malaysia |
content_provider |
Universiti Malaya |
content_source |
UM Research Repository |
url_provider |
http://eprints.um.edu.my/ |
topic |
HE Transportation and Communications HM Sociology |
spellingShingle |
HE Transportation and Communications HM Sociology Al-Hussein, Ward Ahmed Li, Wenshuang Por, Lip Yee Ku, Chin Soon Alredany, Wajdi Hamza Dawod Leesri, Thanakamon MohamadJawad, Huda Hussein Investigating the effect of COVID-19 on driver behavior and road safety: A naturalistic driving study in Malaysia |
description |
The spread of the novel coronavirus COVID-19 resulted in unprecedented worldwide countermeasures such as lockdowns and suspensions of all retail, recreational, and religious activities for the majority of 2020. Nonetheless, no adequate scientific data have been provided thus far about the impact of COVID-19 on driving behavior and road safety, especially in Malaysia. This study examined the effect of COVID-19 on driving behavior using naturalistic driving data. This was accomplished by comparing the driving behaviors of the same drivers in three periods: before COVID-19 lockdown, during COVID-19 lockdown, and after COVID-19 lockdown. Thirty people were previously recruited in 2019 to drive an instrumental vehicle on a 25 km route while recording their driving data such as speed, acceleration, deceleration, distance to vehicle ahead, and steering. The data acquisition system incorporated various sensors such as an OBDII reader, a lidar, two ultrasonic sensors, an IMU, and a GPS. The same individuals were contacted again in 2020 to drive the same vehicle on the same route in order to capture their driving behavior during the COVID-19 lockdown. Participants were approached once again in 2022 to repeat the procedure in order to capture their driving behavior after the COVID-19 lockdown. Such valuable and trustworthy data enable the assessment of changes in driving behavior throughout the three time periods. Results showed that drivers committed more violations during the COVID-19 lockdown, with young drivers in particular being most affected by the traffic restrictions, driving significantly faster and performing more aggressive steering behaviors during the COVID-19 lockdown than any other time. Furthermore, the locations where the most speeding offenses were committed are highlighted in order to provide lawmakers with guidance on how to improve traffic safety in those areas, in addition to various recommendations on how to manage traffic during future lockdowns. |
format |
Article |
author |
Al-Hussein, Ward Ahmed Li, Wenshuang Por, Lip Yee Ku, Chin Soon Alredany, Wajdi Hamza Dawod Leesri, Thanakamon MohamadJawad, Huda Hussein |
author_facet |
Al-Hussein, Ward Ahmed Li, Wenshuang Por, Lip Yee Ku, Chin Soon Alredany, Wajdi Hamza Dawod Leesri, Thanakamon MohamadJawad, Huda Hussein |
author_sort |
Al-Hussein, Ward Ahmed |
title |
Investigating the effect of COVID-19 on driver behavior and road safety: A naturalistic driving study in Malaysia |
title_short |
Investigating the effect of COVID-19 on driver behavior and road safety: A naturalistic driving study in Malaysia |
title_full |
Investigating the effect of COVID-19 on driver behavior and road safety: A naturalistic driving study in Malaysia |
title_fullStr |
Investigating the effect of COVID-19 on driver behavior and road safety: A naturalistic driving study in Malaysia |
title_full_unstemmed |
Investigating the effect of COVID-19 on driver behavior and road safety: A naturalistic driving study in Malaysia |
title_sort |
investigating the effect of covid-19 on driver behavior and road safety: a naturalistic driving study in malaysia |
publisher |
MDPI |
publishDate |
2022 |
url |
http://eprints.um.edu.my/41127/ |
_version_ |
1778161629272211456 |