Document Type : Review Paper
Authors
Roads and Transport Department, College of Engineering, University of Al-Qadisiyah, Iraq
10.30772/qjes.2023.178990
Abstract
Traffic crashes are one of the main reasons for the death of many people and the loss of property Therefore, it is important to conduct research and studies to reduce the risk of accidents and identify the causes that lead to their occurrence. The condition of the pavement is one of the main factors that lead to accidents, as several studies have been presented that show the impact of pavement defects such as rutting, roughness, and skid resistance on traffic safety. This research was conducted to find out and compile the most important research papers using the web of science (WOS) and then analyzing the data using the VOSviewer program, and to know the most countries and journals published on the related pavement condition of road crashes, as well as to know the authors and their cooperation. In addition to knowing the keywords that help researchers research this topic. In order to benefit from these studies in knowing the causes of accidents, analyzing and treating them, and improving the performance of roads using modern analysis and maintenance methods that ensure traffic safety.
Keywords
- Abdel-Aty, M., Devarasetty, P. C., & Pande, A. (2009). Safety evaluation of multilane arterials in Florida. Accident Analysis and Prevention, 41(4), 777–788. https://doi.org/10.1016/j.aap.2009.03.015
- Abdulwahab, A. M., Ismael, N. T., & Aboud, G. M. (2021). A Sustainable Framework to Reduce Traffic Accidents in Baghdad City. IOP Conference Series: Earth and Environmental Science, 779(1). https://doi.org/10.1088/1755-1315/779/1/012019
- Aldhalemi, A., & Abidi, F. (2022, March 3). Evaluation of the Iraqi Road Safety System in Light of Crash Severity Indicators. https://doi.org/10.4108/eai.7-9-2021.2314895
- Alhasan, A., Nlenanya, I., Smadi, O., & MacKenzie, C. A. (2018). Impact of pavement surface condition on roadway departure crash risk in Iowa. Infrastructures, 3(2). https://doi.org/10.3390/infrastructures3020014
- Al-Humeidawi, B. H. (2016). Experimental Characterization of Rutting Performance of HMA Designed with Aggregate Gradations According to Superpave and Marshall Methods. World Journal of Engineering and Technology, 04(03), 477–487. https://doi.org/10.4236/wjet.2016.43048
- Al-Humeidawi, B. H., Chafat, O. H., Dheyaa, E., & Al-Zubaidi, A. (2021). Evaluation for the effect of pavement type on the total life cost and environmental aspects of roads. 9(3), 266–276.
- Al-Masaeid, H. R. (1997). Impact of pavement condition on rural road accidents. Canadian Journal of Civil Engineering, 24(4), 523–531. https://doi.org/10.1139/cjce-24-4-523
- Alnedawi, A., Ullah, S., Azam, A., Mousa, E., Obaid, I., & Yosri, A. (2022). Integrated and holistic knowledge map of resilient modulus studies for pavement materials: A scientometric analysis and bibliometric review of research frontiers and prospects. In Transportation Geotechnics (Vol. 33). Elsevier Ltd. https://doi.org/10.1016/j.trgeo.2021.100711
- Anastasopoulos, P. C., & Mannering, F. L. (2009). A note on modeling vehicle accident frequencies with random-parameters count models. Accident Analysis and Prevention, 41(1), 153–159. https://doi.org/10.1016/j.aap.2008.10.005
- Andriejauskas, T., Vorobjovas, V., & Mielonas, V. (2014). Evaluation of skid resistance characteristics and measurement methods. 9th International Conference on Environmental Engineering, ICEE 2014. https://doi.org/10.3846/enviro.2014.141
- Asad, F. (2017). ROAD TRAFFIC ACCIDENTS IN IRAQ: A REVIEW OF EVIDENCE-BASED LITERATURE. INTERNATIONAL JOURNAL FOR TRAFFIC AND TRANSPORT ENGINEERING, 7(2). https://doi.org/10.7708/ijtte.2017.7(2).09
- Awad, H. A., & Parry, T. (2018). Investigation the Effect of Pavement Condition Characteristics on Bend Segments Accident Frequency: Application of Fixed and Random Parameters Negative Binomial Models.
- Başhan, V., Demirel, H., & Gul, M. (2020). An FMEA-based TOPSIS approach under single valued neutrosophic sets for maritime risk evaluation: the case of ship navigation safety. Soft Computing, 24(24), 18749–18764. https://doi.org/10.1007/s00500-020-05108-y
- Baskara, S. N., Yaacob, H., Hainin, R., & Hassan, S. A. (2016). Jurnal Teknologi Full Paper accident due to pavement condition-a review (Vol. 78). jurnalteknologi.utm.my
- Bhat, C. R. (2003). Simulation estimation of mixed discrete choice models using randomized and scrambled Halton sequences. Transportation Research Part B: Methodological, 37(9), 837–855. https://doi.org/10.1016/S0191-2615(02)00090-5
- Bock, M., Cardazzi, A., & Humphreys, B. R. (2021). Where the Rubber Meets the Road: Pavement Damage Reduces Traffic Safety and Speed. http://www.nber.org/papers/w29176
- Buddhavarapu, P., Banerjee, A., & Prozzi, J. A. (2013). Influence of pavement condition on horizontal curve safety. Accident Analysis and Prevention, 52, 9–18. https://doi.org/10.1016/j.aap.2012.12.010
- Caffò, A. O., Tinella, L., Lopez, A., Spano, G., Massaro, Y., Lisi, A., Stasolla, F., Catanesi, R., Nardulli, F., Grattagliano, I., & Bosco, A. (2020). The drives for driving simulation: A scientometric analysis and a selective review of reviews on simulated driving research. In Frontiers in Psychology (Vol. 11). Frontiers Media S.A. https://doi.org/10.3389/fpsyg.2020.00917
- Cenek, P. D., Henderson, R. J. (Robert J., Forbes, M. C., Davies, R. B., Tait, A., & NZ Transport Agency. (2014). The relationship between crash rates and rutting.
- Chan, C. Y., Huang, B., Yan, X., & Richards, S. (2009). Relationship between highway pavement condition, crash frequency, and crash type. Journal of Transportation Safety and Security, 1(4), 268–281. https://doi.org/10.1080/19439960903391395
- Chan, C. Y., Huang, B., Yan, X., & Richards, S. (2010). Investigating effects of asphalt pavement conditions on traffic accidents in Tennessee based on the pavement management system (PMS). Journal of Advanced Transportation, 44(3), 150–161. https://doi.org/10.1002/atr.129
- Chandra, S. (2004). Effect of Road Roughness on Capacity of Two-Lane Roads. https://doi.org/10.1061/ASCE0733-947X2004130:3360
- Chandra, S., Sekhar, C. R., Bharti, A. K., & Kangadurai, B. (2013). Relationship between pavement roughness and distress parameters for indian highways. Journal of Transportation Engineering, 139(5), 467–475. https://doi.org/10.1061/(ASCE)TE.1943-5436.0000512
- Chen, S., Saeed, T. U., Alqadhi, S. D., & Labi, S. (2019). Safety impacts of pavement surface roughness at two-lane and multi-lane highways: accounting for heterogeneity and seemingly unrelated correlation across crash severities. Transportmetrica A: Transport Science, 15(1), 18–33. https://doi.org/10.1080/23249935.2017.1378281
- Christensen, P. (Writer on transportation), Ragnøy, Arild., & Transport økonomisk institutt (Norway). (2006). Vegdekkets tilstand og trafikksikkerhet : betydningen av spordybde, ujevnhet og endringer i tverrfall for ulykkesrisikoen. Transportøkonomisk institutt.
- Christoforou, Z., Cohen, S., & Karlaftis, M. G. (2010). Vehicle occupant injury severity on highways: An empirical investigation. Accident Analysis and Prevention, 42(6), 1606–1620. https://doi.org/10.1016/j.aap.2010.03.019
- Darma, Y., Karim, M. R., & Abdullah, S. (2017). An analysis of Malaysia road traffic death distribution by road environment. Sadhana - Academy Proceedings in Engineering Sciences, 42(9), 1605–1615. https://doi.org/10.1007/s12046-017-0694-9
- Das, S., & Al-Zubaidi, H. (2021). Last Forty Years of ITE Journal Articles: A Scientometric Overview Transportation Safety Planning (TSP) Noteworthy Practices View project Coauthor Network Project View project. https://www.ite.org/publications/ite-journal/last-forty-years-of-ite-journal-articles-a-scientometric-overview/
- Das, S., Datta, S., Zubaidi, H. A., & Obaid, I. A. (2021). Applying interpretable machine learning to classify tree and utility pole related crash injury types. IATSS Research, 45(3), 310–316. https://doi.org/10.1016/j.iatssr.2021.01.001
- Dey, G., Banerjee, P., Sharma, R. K., Maity, J. P., Etesami, H., Shaw, A. K., Huang, Y. H., Huang, H. bin, & Chen, C. Y. (2021). Management of phosphorus in salinity-stressed agriculture for sustainable crop production by salt-tolerant phosphate-solubilizing bacteria—a review. In Agronomy (Vol. 11, Issue 8). MDPI AG. https://doi.org/10.3390/agronomy11081552
- Dhahad, N. S. (2015). Traffic Accidents in Thi Kar Government Causes and Solutions.
- Elghriany, A., Yi, P., Liu, P., & Yu, Q. (2016). Investigation of the effect of pavement roughness on crash rates for rigid pavement. Journal of Transportation Safety and Security, 8(2), 164–176. https://doi.org/10.1080/19439962.2015.1025458
- Flintsch, G. W., Ferne, B., Diefenderfer, B., Katicha, S., Bryce, J., & Nell, S. (2012). Evaluation of traffic-speed deflectometers. Transportation Research Record, 2304, 37–46. https://doi.org/10.3141/2304-05
- Garrido, R., Bastos, A., de Almeida, A., & Elvas, J. P. (2014). Prediction of road accident severity using the ordered probit model. Transportation Research Procedia, 3, 214–223. https://doi.org/10.1016/j.trpro.2014.10.107
- Gautam, P. (2021). A Web of Science based bibliometric reconnaissance of the Himalaya-Karakoram-Hindukush-Tibet region with focus on field sciences. Journal of Nepal Geological Society, 62, 18–33. https://doi.org/10.3126/jngs.v62i0.38690
- Han, X., Xiang, Q., & Leng, H. (2011). Evaluating the Effect of Freeway Pavement Conditions on Traffic Flow Stability.
- He, Y., Feng, Q., Yan, L., & Lu, X. Y. (2022). Visualization and Analysis of Mapping Knowledge Domain of Heterogeneous Traffic Flow. Computational Intelligence and Neuroscience, 2022. https://doi.org/10.1155/2022/7754961
- Hermans, E., Brijs, T., Wets, G., & Vanhoof, K. (2009). Benchmarking road safety: Lessons to learn from a data envelopment analysis. Accident Analysis and Prevention, 41(1), 174–182. https://doi.org/10.1016/j.aap.2008.10.010
- Hicks, R. G., Seeds, S. B., & Peshkin, D. G. (2000). Selecting a preventive maintenance treatment for flexible pavements (Issue 202). http://fp2.org
- Hossain, Z., Chowdhury, N. H., & Braham, A. (2018). Forensic Evaluation of Premature Pavement Failures in Arkansas. Journal of Performance of Constructed Facilities, 32(3). https://doi.org/10.1061/(asce)cf.1943-5509.0001141
- Hou, Q., Huo, X., & Leng, J. (2020). A correlated random parameters tobit model to analyze the safety effects and temporal instability of factors affecting crash rates. Accident Analysis and Prevention, 134. https://doi.org/10.1016/j.aap.2019.105326
- Hughes, B. P., Newstead, S., Anund, A., Shu, C. C., & Falkmer, T. (2015). A review of models relevant to road safety. Accident Analysis and Prevention, 74, 250–270. https://doi.org/10.1016/j.aap.2014.06.003
- Hussein, N., Hassan, R., & Fahey, M. T. (2021). Effect of pavement condition and geometrics at signalised intersections on casualty crashes. Journal of Safety Research, 76, 276–288. https://doi.org/10.1016/j.jsr.2020.12.021
- Isradi, M., Dwiatmoko, H., Subhana, A., Prasetijo, J., & Hartatik, N. (2020). Evaluation Of The Road Pavement Damage With Bina Marga Method And Pavement Condition Index Method.
- Ivan, J. N., Ravishanker, N., Jackson, E., Aronov, B., & Guo, S. (2012). A Statistical Analysis of the Effect of Wet-Pavement Friction on Highway Traffic Safety. Journal of Transportation Safety and Security, 4(2), 116–136. https://doi.org/10.1080/19439962.2011.620218
- Jan van Eck, N., & Waltman, L. (2022). VOSviewer Manual.
- Jitsangiam, P., Nusit, K., & Nikraz, H. (2019). An Evaluation of Moisture Damage Resistance of Asphalt Concrete based on Dynamic Creep Characteristics. KSCE Journal of Civil Engineering, 23(4), 1610–1616. https://doi.org/10.1007/s12205-019-1369-3
- Joni, H. H., Al-Dahawi, A. M., & Al-Tamimi, O. J. (2019). Analysis of Road Accidents in Baghdad City. Association of Arab Universities Journal of Engineering Sciences, 26(1), 136–144. https://doi.org/10.33261/jaaru.2019.26.1.018
- Jrew, B., Abojaradeh, M., Msallam, M., & AL-Kakaie, S. (2015). Management of Traffic Accidents for Principle Urban Streets in Arbil City Iraq.
- Kim, M. C., & Chen, C. (2015). A scientometric review of emerging trends and new developments in recommendation systems. Scientometrics, 104(1), 239–263. https://doi.org/10.1007/s11192-015-1595-5
- Kolesnykova, T., Matveyeva, O., Manashkin, L., & Mìshchenko, M. (2019). Railway transportation of dangerous goods: a bibliometric aspect. MATEC Web of Conferences, 294, 03014. https://doi.org/10.1051/matecconf/201929403014
- Kuttesch, J. S., Trani, A., Kevin, M., & Mcghee, K. (2004). Quantifying the Relationship between Skid Resistance and Wet Weather Accidents for Virginia Data.
- Lee, J., Abdel-Aty, M., & Nyame-Baafi, E. (2020). Investigating the Effects of Pavement Roughness on Freeway Safety using Data from Five States. Transportation Research Record, 2674(2), 127–134. https://doi.org/10.1177/0361198120905834
- Lee, J., Nam, B. H., & Abdel-Aty, M. (2015). Effects of pavement surface conditions on traffic crash severity. Journal of Transportation Engineering, 141(10). https://doi.org/10.1061/(ASCE)TE.1943-5436.0000785
- Leidman, E., Maliniak, M., Sultan, A. S. S., Hassan, A., Hussain, S. J., & Bilukha, O. O. (2016). Road traffic fatalities in selected governorates of Iraq from 2010 to 2013: Prospective surveillance. Conflict and Health, 10(1). https://doi.org/10.1186/s13031-016-0070-0
- Li, J., Guo, X., Shen, S., & Aleksandar, J. (2014). Bibliometric mapping of “International Symposium on Safety Science and Technology (1998-2012).” Procedia Engineering, 84, 70–79. https://doi.org/10.1016/j.proeng.2014.10.411
- Li, W. H., Hadizadeh, M., Yusof, A., & Naharudin, M. N. (2022). Analysis of Research Trends on Elbow Pain in Overhead Sports: A Bibliometric Study Based on Web of Science Database and VOSviewer. Healthcare, 10(11), 2242. https://doi.org/10.3390/healthcare10112242
- Li, W., Han, Y., Wang, P., & Guan, H. (2019). Invulnerability analysis of traffic network in tourist attraction under unexpected emergency events based on cascading failure. IEEE Access, 7, 147383–147398. https://doi.org/10.1109/ACCESS.2019.2946737
- Li, Y., & Huang, J. (2014). Safety impact of pavement conditions. In Transportation Research Record (Vol. 2455, pp. 77–88). National Research Council. https://doi.org/10.3141/2455-09
- Li, Y., Liu, C., & Ding, L. (2013). Impact of pavement conditions on crash severity. Accident Analysis and Prevention, 59, 399–406. https://doi.org/10.1016/j.aap.2013.06.028
- Lozano, R., Naghavi, M., Foreman, K., Lim, S., Shibuya, K., Aboyans, V., Abraham, J., Adair, T., Aggarwal, R., Ahn, S. Y., AlMazroa, M. A., Alvarado, M., Anderson, H. R., Anderson, L. M., Andrews, K. G., Atkinson, C., Baddour, L. M., Barker-Collo, S., Bartels, D. H., … Murray, C. J. L. (2012). Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: A systematic analysis for the Global Burden of Disease Study 2010. The Lancet, 380(9859), 2095–2128. https://doi.org/10.1016/S0140-6736(12)61728-0
- Mayora, J. M. P., & Piña, R. J. (2009). An assessment of the skid resistance effect on traffic safety under wet-pavement conditions. Accident Analysis and Prevention, 41(4), 881–886. https://doi.org/10.1016/j.aap.2009.05.004
- Mkwata, R., & Chong, E. E. M. (2022). Effect of pavement surface conditions on road traffic accident - A Review. E3S Web of Conferences, 347, 01017. https://doi.org/10.1051/e3sconf/202234701017
- Mohammed, A., Ambak, K. bin, Mosa, A., & Syamsunur, D. (2018). Traffic Accidents Trends and Characteristics in Iraq. https://www.researchgate.net/publication/312021596
- Mohammed, A., Umar, S. Y., Samson, D., & Ahmad, T. Y. (2016). The Effect of Pavement Condition on Traffic Safety: A Case Study of Some Federal Roads in Bauchi State. IOSR Journal of Mechanical and Civil Engineering, 12(03), 139–146. https://doi.org/10.9790/1684-120301139146
- Mongeon, P., & Paul-Hus, A. (2016). The journal coverage of Web of Science and Scopus: a comparative analysis. Scientometrics, 106(1), 213–228. https://doi.org/10.1007/s11192-015-1765-5
- Musa, H. H., El-Sharief, M., Musa, I. H., Musa, T. H., & Akintunde, T. Y. (2021). Global scientific research output on sickle cell disease: A comprehensive bibliometric analysis of web of science publication. In Scientific African (Vol. 12). Elsevier B.V. https://doi.org/10.1016/j.sciaf.2021.e00774
- Naveen, N., Yadav, S. M., & Kumar, A. S. (2018). A Study on Potholes and Its Effects on Vehicular Traffic. In International Journal of Creative Research Thoughts (Vol. 6, Issue 1). ijcrt.org
- Nguyen, X., Nguyen, T., & Hoa Tran, P. (2020). The Effect of Road Surface Roughness to Recommended Speed of Vehicles. IOP Conference Series: Materials Science and Engineering, 886(1). https://doi.org/10.1088/1757-899X/886/1/012014
- Obaid, I., Alnedawi, A., Aboud, G. M., Tamakloe, R., Zuabidi, H., & Das, S. (2022). Factors associated with driver injury severity of motor vehicle crashes on sealed and unsealed pavements: Random parameter model with heterogeneity in means and variances. International Journal of Transportation Science and Technology. https://doi.org/10.1016/j.ijtst.2022.04.002
- Olawumi, T. O., & Chan, D. W. M. (2018). A scientometric review of global research on sustainability and sustainable development. In Journal of Cleaner Production (Vol. 183, pp. 231–250). Elsevier Ltd. https://doi.org/10.1016/j.jclepro.2018.02.162
- Ospina-Mateus, H., Quintana Jiménez, L. A., Lopez-Valdes, F. J., & Salas-Navarro, K. (2019). Bibliometric analysis in motorcycle accident research: a global overview. Scientometrics, 121(2), 793–815. https://doi.org/10.1007/s11192-019-03234-5
- Oyewola, D. O., & Dada, E. G. (2022). Exploring machine learning: a scientometrics approach using bibliometrix and VOSviewer. SN Applied Sciences, 4(5). https://doi.org/10.1007/s42452-022-05027-7
- Park, J., Abdel-Aty, M., & Wang, J. H. (2017). Time series trends of the safety effects of pavement resurfacing. Accident Analysis and Prevention, 101, 78–86. https://doi.org/10.1016/j.aap.2017.02.006
- Pinatt, J. M., Chicati, M. L., Ildefonso, J. S., & Filetti, C. R. G. D. arce. (2020). Evaluation of pavement condition index by different methods: Case study of Maringá, Brazil. Transportation Research Interdisciplinary Perspectives, 4. https://doi.org/10.1016/j.trip.2020.100100
- Pranckutė, R. (2021). Web of science (Wos) and scopus: The titans of bibliographic information in today’s academic world. In Publications (Vol. 9, Issue 1). MDPI AG. https://doi.org/10.3390/publications9010012
- Schrank, D. (2007). THE 2007 URBAN MOBILITY REPORT. http://mobility.tamu.edu
- Shah, S. A. R., Ahmad, N., Shen, Y., Pirdavani, A., Basheer, M. A., & Brijs, T. (2018). Road safety risk assessment: An analysis of transport policy and management for low-, middle-, and high-income Asian countries. Sustainability (Switzerland), 10(2). https://doi.org/10.3390/su10020389
- Siriphun, S., Horpibulsuk, S., Chotisakul, S., Suddeepong, A., Chinkulkijniwat, A., & Arulrajah, A. (2019). Effect of cumulative traffic and statistical predictive modelling of field skid resistance. Road Materials and Pavement Design, 20(2), 426–439. https://doi.org/10.1080/14680629.2017.1385511
- Solla, M., Lagüela, S., González-Jorge, H., & Arias, P. (2014). Approach to identify cracking in asphalt pavement using GPR and infrared thermographic methods: Preliminary findings. NDT and E International, 62, 55–65. https://doi.org/10.1016/j.ndteint.2013.11.006
- Soosaraei, M., Khasseh, A. A., Fakhar, M., & Hezarjaribi, H. Z. (2018). A decade bibliometric analysis of global research on leishmaniasis in Web of Science database. In Annals of Medicine and Surgery (Vol. 26, pp. 30–37). Elsevier Ltd. https://doi.org/10.1016/j.amsu.2017.12.014
- Stewart, B. T., Lafta, R., al Shatari, S. A. E., Cherewick, M., Flaxman, A., Hagopian, A., Burnham, G., & Kushner, A. L. (2016). Fall injuries in Baghdad from 2003 to 2014: Results of a randomised household cluster survey. Injury, 47(1), 244–249. https://doi.org/10.1016/j.injury.2015.11.006
- Takallou, M. (2010). Safety Handbook for Oregon’s Local Roads and Streets. up.edu/highwaysafety
- Tarko, A. P., Bar-Gera, H., Thomaz, J., & Issariyanukula, A. (2010). Model-based application of abbreviated injury scale to police-reported crash injuries. Transportation Research Record, 2148, 59–68. https://doi.org/10.3141/2148-07
- Tsai, Y.-C. (James), & Chatterjee, A. (2018). Pothole Detection and Classification Using 3D Technology and Watershed Method. Journal of Computing in Civil Engineering, 32(2). https://doi.org/10.1061/(asce)cp.1943-5487.0000726
- Tsubota, T., Yoshii, T., Shirayanagi, H., & Kurauchi, S. (2018). Effect of Pavement Conditions Accident Risk in Rural Expressways.
- Tyfour, W. R. (2009). Tire Skid Resistance on Contaminated Wet Pavements. In Jordan Journal of Mechanical and Industrial Engineering (Vol. 3, Issue 2).
- Vigneshkumar, & Salve, U. R. (2020). A scientometric analysis and review of fall from height research in construction. 1–19.
- Vinayakamurthy, M., Mamlouk, M., Underwood, B., & Kaloush, K. (2017). Effect of Pavement Condition on Accident Rate.
- Washington, S., Karlaftis, M., Mannering, F., & Anastasopoulos, P. (2020). Statistical and Econometric Methods for Transportation Data Analysis. https://www.crcpress.com/go/ids
- Xue, J., Reniers, G., Li, J., Yang, M., Wu, C., & van Gelder, P. H. A. J. M. (2021). A bibliometric and visualized overview for the evolution of process safety and environmental protection. International Journal of Environmental Research and Public Health, 18(11). https://doi.org/10.3390/ijerph18115985
- Yu, B., & Lu, Q. (2014). Empirical model of roughness effect on vehicle speed. International Journal of Pavement Engineering, 15(4), 345–351. https://doi.org/10.1080/10298436.2013.792931
- Zhang, H., Wang, Q., He, S., Wu, K., Ren, M., Dong, H., Di, J., Yu, Z., & Huang, C. (2020). Ambient air pollution and gestational diabetes mellitus: A review of evidence from biological mechanisms to population epidemiology. In Science of the Total Environment (Vol. 719). Elsevier B.V. https://doi.org/10.1016/j.scitotenv.2020.137349
- Zou, X., Vu, H. L., & Huang, H. (2020). Fifty Years of Accident Analysis & Prevention: A Bibliometric and Scientometric Overview. Accident Analysis and Prevention, 144. https://doi.org/10.1016/j.aap.2020.105568
- Zou, X., Yue, W. L., & Vu, H. le. (2018). Visualization and analysis of mapping knowledge domain of road safety studies. Accident Analysis and Prevention, 118, 131–145. https://doi.org/10.1016/j.aap.2018.06.010
- Zubaidi, H. A., Anderson, J. C., & Hernandez, S. (2020). Understanding roundabout safety through the application of advanced econometric techniques. International Journal of Transportation Science and Technology, 9(4), 309–321. https://doi.org/10.1016/j.ijtst.2020.03.001
- Zubaidi, H. A., Obaid, I. A., Alnedawi, A., & Das, S. (2021). Motor vehicle driver injury severity analysis utilizing a random parameter binary probit model considering different types of driving licenses in 4-legs roundabouts in South Australia. Safety Science, 134. https://doi.org/10.1016/j.ssci.2020.105083
)
