Relationship between mobility and road traffic injuries during COVID-19 pandemic-The role of attendant factors

被引:11
作者
Paramasivan, Kandaswamy [1 ,2 ]
Subburaj, Rahul [3 ,4 ]
Sharma, Venkatesh Mohan [4 ]
Sudarsanam, Nandan [2 ,4 ]
机构
[1] Govt Tamil Nadu, Gen Police, Vigilance & Anticorrupt, Chennai, Tamil Nadu, India
[2] Indian Inst Technol, Dept Management Studies, Madras, Tamil Nadu, India
[3] Indian Inst Technol, Dept Civil Engn, Madras, Tamil Nadu, India
[4] Indian Inst Technol, Robert Bosch Ctr Data Sci & AI, Madras, Tamil Nadu, India
关键词
LOCKDOWN; IMPACT;
D O I
10.1371/journal.pone.0268190
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This study investigates the important role of attendant factors, such as road traffic victims' access to trauma centres, the robustness of health infrastructure, and the responsiveness of police and emergency services in the incidence of Road Traffic Injuries (RTI) during the pandemic-induced COVID-19 lockdowns. The differential effects of the first and second waves of the pandemic concerning perceived health risk and legal restrictions provide us with a natural experiment that helps us differentiate between the impact of attendant factors and the standard relationship between mobility and Road Traffic Injuries. The authors use the auto-regressive recurrent neural network method on two population levels-Tamil Nadu (TN), a predominantly rural state, and Chennai, the most significant metropolitan city of the state, to draw causal inference through counterfactual predictions on daily counts of road traffic deaths and Road Traffic Injuries. During the first wave of the pandemic, which was less severe than the second wave, the traffic flow was correlated to Road Traffic Death/Road Traffic Injury. In the second wave's partial and post lockdown phases, an unprecedented fall of over 70% in Road Traffic Injury-Grievous as against Road Traffic Injury-Minor was recorded. Attendant factors, such as the ability of the victim to approach relief centres, the capability of health and other allied infrastructures, transportation and medical treatment of road traffic crash victims, and minimal access to other emergency services, including police, assumed greater significance than overall traffic flow in the incidence of Road Traffic Injury in the more severe second wave. These findings highlight the significant role these attendant factors play in producing the discrepancy between the actual road traffic incident rate and the officially registered rate. Thus, our study enables practitioners to observe the mobility-adjusted actual incidence rate devoid of factors related to reporting and registration of accidents.
引用
收藏
页数:24
相关论文
共 31 条
[1]   Automobile-dependency as a barrier to vision zero, evidence from the states in the USA [J].
Ahangari, Hamed ;
Atkinson-Palombo, Carol ;
Garrick, Norman W. .
ACCIDENT ANALYSIS AND PREVENTION, 2017, 107 :77-85
[2]  
[Anonymous], 2001, ANN M AM ED RES ASS
[3]   COVID-19 related travel restrictions prevented numerous wildlife deaths on roads: A comparative analysis of results from 11 countries [J].
Bil, Michal ;
Andrasik, Richard ;
Cicha, Vojtech ;
Arnon, Amir ;
Kruuse, Maris ;
Langbein, Jochen ;
Nahlik, Andras ;
Niemi, Milla ;
Pokorny, Bostjan ;
Colino-Rabanal, Victor J. ;
Rolandsen, Christer M. ;
Seiler, Andreas .
BIOLOGICAL CONSERVATION, 2021, 256
[4]   On the effects of COVID-19 safer-at-home policies on social distancing, car crashes and pollution [J].
Brodeur, Abel ;
Cook, Nikolai ;
Wright, Taylor .
JOURNAL OF ENVIRONMENTAL ECONOMICS AND MANAGEMENT, 2021, 106
[5]   Impact of COVID-19 lockdown policy on homicide, suicide, and motor vehicle deaths in Peru [J].
Calderon-Anyosa, Renzo J. C. ;
Kaufman, Jay S. .
PREVENTIVE MEDICINE, 2021, 143
[6]  
Chennai Corporation, LIST PUBL PRIV HOSP
[7]   The impact of first and second wave of the COVID-19 pandemic in society: comparative analysis to support control measures to cope with negative effects of future infectious diseases [J].
Coccia, Mario .
ENVIRONMENTAL RESEARCH, 2021, 197
[8]   Under-reporting of road traffic injuries to the police: results from two data sources in urban India [J].
Dandona, R. ;
Kumar, G. A. ;
Ameer, M. A. ;
Reddy, G. B. ;
Dandona, L. .
INJURY PREVENTION, 2008, 14 (06) :360-365
[9]   Initial impact of COVID-19's stay-at-home order on motor vehicle traffic and crash patterns in Connecticut: an interrupted time series analysis [J].
Doucette, Mitchell L. ;
Tucker, Andrew ;
Auguste, Marisa E. ;
Watkins, Amy ;
Green, Christa ;
Pereira, Flavia E. ;
Borrup, Kevin T. ;
Shapiro, David ;
Lapidus, Garry .
INJURY PREVENTION, 2021, 27 (01) :3-9
[10]  
Ghungrud D., 2021, INDIAN J FORENSIC ME, V15