1,753
Views
90
CrossRef citations to date
0
Altmetric
Original Articles

Analysis of Risk Factors Affecting the Severity of Intersection Crashes by Logistic Regression

, &
Pages 300-307 | Received 03 Oct 2011, Accepted 27 Dec 2011, Published online: 18 May 2012

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (19)

Linlin Jing, Wei Shan & Yingyu Zhang. (2023) Risk preference, risk perception as predictors of risky driving behaviors: the moderating effects of gender, age, and driving experience. Journal of Transportation Safety & Security 15:5, pages 467-492.
Read now
Pengfei Liu & Wei (David) Fan. (2022) Analyzing injury severity of rear-end crashes involving large trucks using a mixed logit model: A case study in North Carolina. Journal of Transportation Safety & Security 14:5, pages 723-736.
Read now
Filbert Francis, Candida Moshiro, Berg Hans Yngve & Marie Hasselberg. (2021) Investigation of road infrastructure and traffic density attributes at high-risk locations for motorcycle-related injuries using multiple correspondence and cluster analysis in urban Tanzania. International Journal of Injury Control and Safety Promotion 28:4, pages 428-438.
Read now
Pengfei Liu & Wei (David) Fan. (2021) Analysis of head-on crash injury severity using a partial proportional odds model. Journal of Transportation Safety & Security 13:7, pages 714-734.
Read now
Bijoy Saha, Mahmudur Rahman Fatmi & Md. Mizanur Rahman. (2021) Traffic crashes in Dhaka, Bangladesh: analysing crashes involving unconventional modes, pedestrians and public transit. International Journal of Injury Control and Safety Promotion 28:3, pages 347-359.
Read now
Salah Taamneh & Madhar M. Taamneh. (2021) A machine learning approach for building an adaptive, real-time decision support system for emergency response to road traffic injuries. International Journal of Injury Control and Safety Promotion 28:2, pages 222-232.
Read now
Md. Hamidur Rahman, Niaz Mahmud Zafri, Tamanna Akter & Shahrior Pervaz. (2021) Identification of factors influencing severity of motorcycle crashes in Dhaka, Bangladesh using binary logistic regression model. International Journal of Injury Control and Safety Promotion 28:2, pages 141-152.
Read now
Mohammad Nour Al-Marafi, Kathirgamalingam Somasundaraswaran & Frank Bullen. (2021) Development of crash modification factors for intersections in Toowoomba city. International Journal of Urban Sciences 25:1, pages 104-123.
Read now
Niaz Mahmud Zafri, Ahmed Aflan Prithul, Ivee Baral & Moshiur Rahman. (2020) Exploring the factors influencing pedestrian-vehicle crash severity in Dhaka, Bangladesh. International Journal of Injury Control and Safety Promotion 27:3, pages 300-307.
Read now
Pengfei Liu & Wei (David) Fan. (2020) Modeling head-on crash severity with drivers under the influence of alcohol or drugs (DUI) and non-DUI. Traffic Injury Prevention 21:1, pages 7-12.
Read now
Irem Batool, Ghulam Hussain, Noreen Kanwal & Muhammad Abid. (2018) Identifying the factors behind fatal and non-fatal road crashes: a case study of Lahore, Pakistan. International Journal of Injury Control and Safety Promotion 25:4, pages 401-407.
Read now
Dimitris Potoglou, Fabio Carlucci, Andrea Cirà & Marialuisa Restaino. (2018) Factors associated with urban non-fatal road-accident severity. International Journal of Injury Control and Safety Promotion 25:3, pages 303-310.
Read now
Praveena Penmetsa & Srinivas S. Pulugurtha. (2018) Modeling crash injury severity by road feature to improve safety. Traffic Injury Prevention 19:1, pages 102-109.
Read now
Nasreen Hussein & Rayya Hassan. (2017) Surface condition and safety at signalised intersections. International Journal of Pavement Engineering 18:11, pages 1016-1026.
Read now
Chunjiao Dong, Shashi S. Nambisan, David B. Clarke & Jian Sun. (2017) Exploring the effects of state highway safety laws and sociocultural characteristics on fatal crashes. Traffic Injury Prevention 18:3, pages 299-305.
Read now
Huiqin Chen, Qiang Chen, Lei Chen & Guanjun Zhang. (2016) Analysis of risk factors affecting driver injury and crash injury with drivers under the influence of alcohol (DUI) and non-DUI. Traffic Injury Prevention 17:8, pages 796-802.
Read now
Qiong Wu, Guohui Zhang, Yusheng Ci, Lina Wu, Rafiqul A. Tarefder & Adélamar “Dely” Alcántara. (2016) Exploratory multinomial logit model–based driver injury severity analyses for teenage and adult drivers in intersection-related crashes. Traffic Injury Prevention 17:4, pages 413-422.
Read now
Chunjiao Dong, Stephen H. Richards, Baoshan Huang & Ximiao Jiang. (2015) Identifying the factors contributing to the severity of truck-involved crashes. International Journal of Injury Control and Safety Promotion 22:2, pages 116-126.
Read now
VS Vinayaraj & Vedagiri Perumal. Analyzing the factors affecting the crash severity level at urban roundabouts in non-lane-based heterogeneous traffic. International Journal of Injury Control and Safety Promotion 0:0, pages 1-13.
Read now

Articles from other publishers (71)

Alireza Salehian, Kayvan Aghabayk, MohammadAli Seyfi & Nirajan Shiwakoti. (2023) Comparative analysis of pedestrian crash severity at United Kingdom rural road intersections and Non-Intersections using latent class clustering and ordered probit model. Accident Analysis & Prevention 192, pages 107231.
Crossref
Santanu Barman & Ranja Bandyopadhyaya. (2023) Modelling crash severity outcomes for low speed urban roads using back propagation – Artificial neural network (BP – ANN) – A case study in Indian context. IATSS Research 47:3, pages 382-400.
Crossref
Hemin J. Mohammed, Young In Chang & Steven D. Schrock. (2023) Factors Associated with Work Zone Crashes. Transportation Research Record: Journal of the Transportation Research Board 2677:9, pages 224-235.
Crossref
Kanghyun Kim & Jungyeol Hong. (2023) Severity Predictions for Intercity Bus Crashes on Highway Using a Random Parameter Ordered Probit Model. Sustainability 15:17, pages 13131.
Crossref
Amirhossein Taheri, Negar Azarasa, Maryam Iranmanesh, Seyedehsan Seyedabrishami, Steve O'Hern & Dominique Lord. (2023) The influences of strict and post-strict lockdowns due to the Covid-19 pandemic on crash severity on rural roads: A case study of Khorasan Razavi, Iran. Transportation Research Part F: Traffic Psychology and Behaviour 97, pages 231-245.
Crossref
Ali Tavakoli Kashani, Kamran Zandi & Atsuyuki Okabe. (2023) Investigation of Factors Associated with Heavy Vehicle Crashes in Iran (Tehran–Qazvin Freeway). Sustainability 15:13, pages 10497.
Crossref
Santanu BarmanRanja Bandyopadhyaya. (2023) Analyzing Urban Midblock Crash Severity Outcomes Using Proposed Three-Step Pattern Clustering. Journal of Transportation Engineering, Part A: Systems 149:7.
Crossref
Sean Wu, Nicole Amenta, Jiachen Zhou, Sandro Papais & Jonathan Kelly. (2023) aUToLights: A Robust Multi-Camera Traffic Light Detection and Tracking System. aUToLights: A Robust Multi-Camera Traffic Light Detection and Tracking System.
Yoshifumi Wada, Yasushi Asami, Kimihiro Hino, Hayato Nishi, Shino Shiode & Narushige Shiode. (2023) Road Junction Configurations and the Severity of Traffic Accidents in Japan. Sustainability 15:3, pages 2722.
Crossref
Daiquan Xiao, Bo Zhang, Zexi Chen, Xuecai Xu & Bo Du. (2023) Connecting tradition with modernity: Safety literature review. Digital Transportation and Safety 2:1, pages 1-11.
Crossref
Alexis Pagomenos, David Rodwell & Grégoire S. Larue. (2023) Predicting young drivers’ safe behaviour of stopping in the dilemma zone. Transportation Research Part F: Traffic Psychology and Behaviour 92, pages 283-300.
Crossref
Salahadin Seid Yassin & Pooja. 2023. Computational Intelligence for Engineering and Management Applications. Computational Intelligence for Engineering and Management Applications 771 781 .
Hamza Khyara, Aouatif Amine & Bouchra Nassih. (2022) Road Traffic Accidents in Morocco: Exploratory Analysis of Driver, Vehicle, and Pedestrian Factors. SN Computer Science 4:2.
Crossref
Fatemeh Jahanjoo, Homayoun Sadeghi-Bazargani & Mohammad Asghari-Jafarabadi. (2022) Modeling road traffic fatalities in Iran’s six most populous provinces, 2015–2016. BMC Public Health 22:1.
Crossref
Mostafa Sharafeldin, Ahmed Farid & Khaled Ksaibati. (2022) Injury Severity Analysis of Rear-End Crashes at Signalized Intersections. Sustainability 14:21, pages 13858.
Crossref
Mostafa Sharafeldin, Ahmed Farid & Khaled Ksaibati. (2022) A Random Parameters Approach to Investigate Injury Severity of Two-Vehicle Crashes at Intersections. Sustainability 14:21, pages 13821.
Crossref
Mostafa Sharafeldin, Ahmed Farid & Khaled Ksaibati. (2022) Investigating The Impact of Roadway Characteristics on Intersection Crash Severity. Eng 3:4, pages 412-423.
Crossref
Ming-Heng Wang. (2022) Investigating the Difference in Factors Contributing to the Likelihood of Motorcyclist Fatalities in Single Motorcycle and Multiple Vehicle Crashes. International Journal of Environmental Research and Public Health 19:14, pages 8411.
Crossref
Mehrdad Nasri, Kayvan Aghabayk, Arsalan Esmaili & Nirajan Shiwakoti. (2022) Using ordered and unordered logistic regressions to investigate risk factors associated with pedestrian crash injury severity in Victoria, Australia. Journal of Safety Research 81, pages 78-90.
Crossref
Jintai Li & Zhan Zhao. (2022) Impact of COVID-19 travel-restriction policies on road traffic accident patterns with emphasis on cyclists: A case study of New York City. Accident Analysis & Prevention 167, pages 106586.
Crossref
Hamza Khyara, Aouatif Amine & Bouchra Nassih. 2022. Intelligent Systems and Pattern Recognition. Intelligent Systems and Pattern Recognition 119 131 .
Sung Yong Lee, Kyung Hoon Sun, Chan Yong Park & Tae Hoon Kim. (2021) Characteristics of Traffic Accidents on Highways: An Analysis Based on Patients Treated at a Regional Trauma Center. Journal of Trauma and Injury 34:4, pages 263-269.
Crossref
Osama A Osman & Mustafa Hajij. (2021) Development and Comparative Analysis of Advanced Deep Learning Techniques for Crash Prediction in Advanced Driver Support Systems. Transportation Research Record: Journal of the Transportation Research Board 2675:12, pages 730-740.
Crossref
Abdulla Alghafli, Effendi Mohamad & Al Zaidy Ahmed. (2021) The Effect of Geometric Road Conditions on Safety Performance of Abu Dhabi Road Intersections. Safety 7:4, pages 73.
Crossref
Biao Wu, Xingyu Wang, Tuo Liu, Naibao Dong & Yun Li. (2021) Exploring Factors Contributing to Crash Injury Severity in the Rural-Urban Fringe of the Central City. Journal of Advanced Transportation 2021, pages 1-10.
Crossref
Khondoker Billah, Qasim Adegbite, Hatim O. Sharif, Samer Dessouky & Lauren Simcic. (2021) Analysis of Intersection Traffic Safety in the City of San Antonio, 2013–2017. Sustainability 13:9, pages 5296.
Crossref
Samira Soleimani, Michael Leitner & Julius Codjoe. (2021) Applying machine learning, text mining, and spatial analysis techniques to develop a highway-railroad grade crossing consolidation model. Accident Analysis & Prevention 152, pages 105985.
Crossref
Adriano Alessandrini, Lorenzo Domenichini & Valentina Branzi. 2021. The Role of Infrastructure for a Safe Transition to Automated Driving. The Role of Infrastructure for a Safe Transition to Automated Driving 165 235 .
Yikai Chen, Renjia Luo, Huimin Yang, Mark King & Qin Shi. (2020) Applying latent class analysis to investigate rural highway single-vehicle fatal crashes in China. Accident Analysis & Prevention 148, pages 105840.
Crossref
Sina Darban KhalesMehmet Metin KuntBranislav Dimitrijevic. (2020) Analysis of the impacts of risk factors on teenage and older driver injury severity using random-parameter ordered probit. Canadian Journal of Civil Engineering 47:11, pages 1249-1257.
Crossref
C.J. Robbins & Steve Fotios. (2020) Motorcycle safety after-dark: The factors associated with greater risk of road-traffic collisions. Accident Analysis & Prevention 146, pages 105731.
Crossref
Forouzan Rezapur-Shahkolai, Malihe Taheri, Tahereh Etesamifard, Ghodratollah Roshanaei & Samane Shirahmadi. (2020) Dimensions of aberrant driving behaviors and their association with road traffic injuries among drivers. PLOS ONE 15:9, pages e0238728.
Crossref
Abdulaziz AlshehriDeogratias EustacePeter Hovey. (2020) Analysis of Factors Affecting Crash Severity of Pedestrian and Bicycle Crashes Involving Vehicles at Intersections. Analysis of Factors Affecting Crash Severity of Pedestrian and Bicycle Crashes Involving Vehicles at Intersections.
Ahmet ATALAY & Serdar KISAOĞLU. (2020) Farklı Kotlu Kollara Sahip Hemzemin Dönel Kavşaklardaki Kazaların Analizi: Atatürk Üniversitesi Kavşağı ÖrneğiAnalysis of Accidents at Roundabouts with Different Level Legs: Example of Ataturk University Roundabout. Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi 10:2, pages 1079-1092.
Crossref
Catherine A. Marco, Akpofure Peter Ekeh, Claire Hardman, Matthew Lovell, Ashley Brent & Joycelyn Akamune. (2020) Seat belt use among patients in motor vehicle collisions: Clinical and demographic factors. The American Journal of Emergency Medicine 38:6, pages 1069-1071.
Crossref
Duy Quy Nguyen-Phuoc, Chris De Gruyter, Ha Anh Nguyen, Teron Nguyen & Diep Ngoc Su. (2020) Risky behaviours associated with traffic crashes among app-based motorcycle taxi drivers in Vietnam. Transportation Research Part F: Traffic Psychology and Behaviour 70, pages 249-259.
Crossref
Jooyoung Lee, Jiho Yeo, Ilsoo Yun & Sanghyeok Kang. (2020) Factors Affecting Crash Involvement of Commercial Vehicle Drivers: Evaluation of Commercial Vehicle Drivers’ Characteristics in South Korea. Journal of Advanced Transportation 2020, pages 1-8.
Crossref
José I. Castillo-Manzano, Mercedes Castro-Nuño, Lourdes López-Valpuesta & Jesús Boby. (2020) Looking for traces of the Troika’s intervention in European road safety. Accident Analysis & Prevention 137, pages 105461.
Crossref
Pengfei Liu & Wei Fan. (2020) Exploring injury severity in head-on crashes using latent class clustering analysis and mixed logit model: A case study of North Carolina. Accident Analysis & Prevention 135, pages 105388.
Crossref
Xiaojun Shao, Xiaoxiang Ma, Feng Chen, Mingtao Song, Xiaodong Pan & Kesi You. (2020) A Random Parameters Ordered Probit Analysis of Injury Severity in Truck Involved Rear-End Collisions. International Journal of Environmental Research and Public Health 17:2, pages 395.
Crossref
Laura Eboli, Carmen Forciniti & Gabriella Mazzulla. (2020) Factors influencing accident severity: an analysis by road accident type. Transportation Research Procedia 47, pages 449-456.
Crossref
Osama A. Osman, Mustafa Hajij, Peter R. Bakhit & Sherif Ishak. (2019) Prediction of Near-Crashes from Observed Vehicle Kinematics using Machine Learning. Transportation Research Record: Journal of the Transportation Research Board 2673:12, pages 463-473.
Crossref
Ruth Madigan, Sina Nordhoff, Charles Fox, Roja Ezzati Amini, Tyron Louw, Marc Wilbrink, Anna Schieben & Natasha Merat. (2019) Understanding interactions between Automated Road Transport Systems and other road users: A video analysis. Transportation Research Part F: Traffic Psychology and Behaviour 66, pages 196-213.
Crossref
Sarah Bakhtiari, Tingru Zhang, Tracy Zafian, Siby Samuel, Michael Knodler, Cole Fitzpatrick & Donald L. Fisher. (2019) Effect of Visual and Auditory Alerts on Older Drivers’ Glances toward Latent Hazards while Turning Left at Intersections. Transportation Research Record: Journal of the Transportation Research Board 2673:9, pages 117-126.
Crossref
Moataz Bellah Ben Khedher, Choong Heon Yang, Jin Guk Kim & Duk Geun Yun. (2019) Analysis of factors affecting drivers’trust in road-freezing risk information. International Journal of Highway Engineering 21:4, pages 87-93.
Crossref
Qinaat Hussain, Hanqin Feng, Raphael Grzebieta, Tom Brijs & Jake Olivier. (2019) The relationship between impact speed and the probability of pedestrian fatality during a vehicle-pedestrian crash: A systematic review and meta-analysis. Accident Analysis & Prevention 129, pages 241-249.
Crossref
Chen, Song & Ma. (2019) Investigation on the Injury Severity of Drivers in Rear-End Collisions Between Cars Using a Random Parameters Bivariate Ordered Probit Model. International Journal of Environmental Research and Public Health 16:14, pages 2632.
Crossref
Pengfei LiuWei (David) Fan. (2019) Modeling head-on crash severity on NCDOT freeways: a mixed logit model approach. Canadian Journal of Civil Engineering 46:4, pages 322-328.
Crossref
芳芳 袁. (2019) Analysis of Factors Influencing Single-Vehicle Crash Injury Severity at Intersections. Open Journal of Transportation Technologies 08:06, pages 393-402.
Crossref
C. K. Wong. (2019) Designs for Safer Signal-Controlled Intersections by Statistical Analysis of Accident Data at Accident Blacksites. IEEE Access 7, pages 111302-111314.
Crossref
Qasim Adegbite, Khondoker Billah, Hatim Sharif & Samer Dessouky. (2019) Urban Intersections and Traffic Safety in the City of San Antonio. MATEC Web of Conferences 271, pages 06003.
Crossref
Chinebuli Uzondu, Samantha Jamson & Frank Lai. (2018) Exploratory study involving observation of traffic behaviour and conflicts in Nigeria using the Traffic Conflict Technique. Safety Science 110, pages 273-284.
Crossref
Zhenning Li, Cong Chen, Yusheng Ci, Guohui Zhang, Qiong Wu, Cathy Liu & Zhen (Sean) Qian. (2018) Examining driver injury severity in intersection-related crashes using cluster analysis and hierarchical Bayesian models. Accident Analysis & Prevention 120, pages 139-151.
Crossref
Feng Xiao, Shun-xin Yang, Ting-ting Gu & Lin Meng. (2018) Analysis of Risk Factors Affecting the Severity of Truck-Rollover Crashes on Expressway Ramps by Logistic Regression. Analysis of Risk Factors Affecting the Severity of Truck-Rollover Crashes on Expressway Ramps by Logistic Regression.
Richard Tay. 2018. Safe Mobility: Challenges, Methodology and Solutions. Safe Mobility: Challenges, Methodology and Solutions 127 145 .
Mohammad N. Al-Marafi & Kathirgamalingam Somasundaraswaran. (2018) Review of Crash Prediction Models and Their Applicability in Black Spot Identification to Improve Road Safety. Indian Journal of Science and Technology 11:5, pages 1-7.
Crossref
Osama A. Abaza & Tanay Datta Chowdhury. (2018) Effectiveness of Experimental Left-Turn Sign Usage in Terms of Crashes and Analyzing Severity of Left Turn Crashes in Alaska. The Open Transportation Journal 12:1, pages 21-32.
Crossref
Maryam Merrikhpour & Birsen Donmez. (2017) Designing feedback to mitigate teen distracted driving: A social norms approach. Accident Analysis & Prevention 104, pages 185-194.
Crossref
Pramen P. Shrestha & K. Joseph Shrestha. (2017) Factors associated with crash severities in built-up areas along rural highways of Nevada: A case study of 11 towns. Journal of Traffic and Transportation Engineering (English Edition) 4:1, pages 96-102.
Crossref
David A. Lombardi, William J. Horrey & Theodore K. Courtney. (2017) Age-related differences in fatal intersection crashes in the United States. Accident Analysis & Prevention 99, pages 20-29.
Crossref
Juan Li, Qinglian He, Hang Zhou, Yunlin Guan & Wei Dai. (2016) Modeling Driver Behavior near Intersections in Hidden Markov Model. International Journal of Environmental Research and Public Health 13:12, pages 1265.
Crossref
Joanne M. Wood, Alex A. Black, Kerry Mallon, Ravi Thomas & Cynthia Owsley. (2016) Glaucoma and Driving: On-Road Driving Characteristics. PLOS ONE 11:7, pages e0158318.
Crossref
C. Raymond Bingham, Jennifer S. Zakrajsek, Farideh Almani, Jean T. Shope & Tina B. Sayer. (2015) Do as I say, not as I do: Distracted driving behavior of teens and their parents. Journal of Safety Research 55, pages 21-29.
Crossref
Shamsunnahar Yasmin, Naveen Eluru & Abdul R. Pinjari. (2015) Pooling data from fatality analysis reporting system (FARS) and generalized estimates system (GES) to explore the continuum of injury severity spectrum. Accident Analysis & Prevention 84, pages 112-127.
Crossref
Jianqiang Wang, Yang Zheng, Xiaofei Li, Chenfei Yu, Kenji Kodaka & Keqiang Li. (2015) Driving risk assessment using near-crash database through data mining of tree-based model. Accident Analysis & Prevention 84, pages 54-64.
Crossref
Evelien PoldersStijn DanielsElke HermansTom BrijsGeert Wets. (2015) Crash Patterns at Signalized Intersections. Transportation Research Record: Journal of the Transportation Research Board 2514:1, pages 105-116.
Crossref
Yaping Zhang, Chuanyun Fu & Shaowu Cheng. (2014) Exploring Driver Injury Severity at Intersection: An Ordered Probit Analysis. Advances in Mechanical Engineering 7:2, pages 567124.
Crossref
Patrick M. Carter, C. Raymond Bingham, Jennifer S. Zakrajsek, Jean T. Shope & Tina B. Sayer. (2014) Social Norms and Risk Perception: Predictors of Distracted Driving Behavior Among Novice Adolescent Drivers. Journal of Adolescent Health 54:5, pages S32-S41.
Crossref
Brendan J. Russo, Peter T. Savolainen, William H. SchneiderIVIV & Panagiotis Ch. Anastasopoulos. (2014) Comparison of factors affecting injury severity in angle collisions by fault status using a random parameters bivariate ordered probit model. Analytic Methods in Accident Research 2, pages 21-29.
Crossref
Shamsunnahar Yasmin, Naveen Eluru, Chandra R. Bhat & Richard Tay. (2014) A latent segmentation based generalized ordered logit model to examine factors influencing driver injury severity. Analytic Methods in Accident Research 1, pages 23-38.
Crossref
Md Mobasshir Rashid, MohammadReza Seyedi & Sungmoon Jung. (2022) Simulation of Pedestrian Interaction with Autonomous Vehicles Via Social Force Model. SSRN Electronic Journal.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.