The impact of traffic flow structure on traffic safety: the case of Slovenian motorways
DOI: https://doi.org/10.3846/16484142.2016.1153519Abstract
Road traffic accident is an accident on a public road in which at least one moving vehicle has been involved and material damage or injury or death has occurred. Traffic accidents occur for various reasons, with one of them being the transport infrastructure and next the condition of traffic environment. Motorways are considered to be the safest roads, which have initially been planned as dedicated roads intended to be travelled only by personal cars, but the evolution of modal split of freight transport in Europe is causing the heterogeneity of traffic flows on these roads, which consequently affects the traffic safety. The aim of this paper is to explore the effects of changing volume and structure of traffic flows on road safety on Slovenian motorways. After the exhaustive analysis of past data, the paper provides different models for forecasting traffic safety on Slovenian motorways.
First published online 29 March 2016
Keywords:
motorways, traffic flow, traffic flows structure, traffic safety, road accident, accident rate, safety performance function (SPF), ARIMA modelHow to Cite
Share
License
Copyright (c) 2016 The Author(s). Published by Vilnius Gediminas Technical University.
This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Box, G. E. P.; Jenkins, G. M.; Reinsel, G. C. 2013. Time Series Analysis: Forecasting and Control. John Wiley & Sons, Inc. 755 p. <a target="_blank" href= "http://dx.doi.org/10.1002/9781118619193"> http://dx.doi.org/10.1002/9781118619193</a>
Brvar, B. 2011. Uradna in dejanska statistika mrtvih v prometu, Delo, 02.08.2011. Available from Internet: <a target="_blank" href= "http://www.delo.si/mnenja/gostujoce-pero/uradna-in-dejanska-statistika-mrtvih-v-prometu.html">http://www.delo.si/mnenja/gostujoce-pero/uradna-in-dejanska-statistika-mrtvih-v-prometu.html</a> (in Slovenian).
Cowie, J. 2009. The Economics of Transport: a Theoretical and Applied Perspective. 1st edition. Routledge. 400 p.
Dadić, I.; Kos, G. 2007. Teorija i organizacija prometnih tokova. Fakultet prometnih znanosti, Sveučilište u Zagrebu. 169 c. (in Croatian).
DRSzi. 2013. Podatki o prometu (2001–2012). Direkcija Respublike Slovenije za infrastrukturo (DRSzi). Available from Internet: <a target="_blank" href= "http://www.di.gov.si/si/delovna_podrocja_in_po-datki/ceste_in_promet/podatki_o_prometu">http://www.di.gov.si/si/delovna_podrocja_in_po-datki/ceste_in_promet/podatki_o_prometu</a> (in Slovenian).
EC. 2013a. Road Safety Vademecum – Road Safety Trends, Statistics and Challenges in the EU 2011–2012. European Commission, DG for Mobility and Transport, Unit C.4 – Road Safety. 17 p. Available from Internet: <a target="_blank" href= "http://ec.europa.eu/transport/road_safety/pdf/vademecum_2013.pdf">http://ec.europa.eu/transport/road_safety/pdf/vademecum_2013.pdf</a>
EC. 2013b. Towards a Strategy on Serious Road Traffic Injuries – Frequently Asked Questions. European Commission, Press Release Database. 5 p. Available from Internet: <a target="_blank" href= "http://europa.eu/rapid/press-release_MEMO-13-232_en.htm">http://europa.eu/rapid/press-release_MEMO-13-232_en.htm</a>
Eenink, R.; Reurings, M.; Elvik, R.; Cardoso, J.; Wichert, S.; Stefan, C. 2008. Accident Prediction Models and Road Safety Impact Assessment: Recommendations for Using These Tools. Contract N. 506184. RIPCORD-ISEREST Deliverable D2. 20 p. Available from Internet: <a target="_blank" href= "http://ec.europa.eu/trans-port/roadsafety_library/publications/ripcord_d02_road_safety_impact_assessment.pdf">http://ec.europa.eu/trans-port/roadsafety_library/publications/ripcord_d02_road_safety_impact_assessment.pdf</a>
Elvik, R.; Høye, A.; Vaa, T.; Sørensen, M. 2009. The Handbook of Road Safety Measures. 2nd edition. Emerald Group Publishing Limited. 1124 p.
ETSC. 2008. Fate of EU Motorway Safety in Hands of MEPs. European Transport Safety Council (ETSC). 2 p. Available from Internet: <a target="_blank" href= "http://archive.etsc.eu/document.php?articleId=443">http://archive.etsc.eu/document.php?articleId=443</a>
Ferrari, P. 2011. The dynamics of the competition between cars and trucks on motorways, Transportation Research Part C: Emerging Technologies 19(4): 579–592. <a target="_blank" href= "http://dx.doi.org/10.1016/j.trc.2010.09.012"> http://dx.doi.org/10.1016/j.trc.2010.09.012</a>
Ferrari, P. 2009. The effect of the competition between cars and trucks on the evolution of the motorway transport system, Transportation Research Part C: Emerging Technologies 17(6): 558–570. <a target="_blank" href= "http://dx.doi.org/10.1016/j.trc.2009.05.002"> http://dx.doi.org/10.1016/j.trc.2009.05.002</a>
Golob, T. F.; Recker, W. W.; Alvarez, V. M. 2004. Freeway safety as a function of traffic flow, Accident Analysis & Prevention 36(6): 933–946. <a target="_blank" href= "http://dx.doi.org/10.1016/j.aap.2003.09.006"> http://dx.doi.org/10.1016/j.aap.2003.09.006</a>
Hoogendoorn, S.; Knoop, V. 2013. Traffic flow theory and modelling, in B. Van Wee, J. A. Annema, D. Banister (Eds.). The Transport System and Transport Policy: an Introduction. Cheltenham, UK: Edward Elgar Publishing, 125–159.
Katz, D. 2009. Heterogeneous Traffic Mixes. CEE 6603 – Term Paper. 11 p. Available from Internet: <a target="_blank" href= "http://www.donald-katz.com/CEE%206603%20-%20Term%20Paper%20-%20Heterogeneous%20Traffic.pdf">http://www.donald-katz.com/CEE%206603%20-%20Term%20Paper%20-%20Heterogeneous%20Traffic.pdf</a>
Kerner, B. S. 2004. The Physics of Traffic: Empirical Freeway Pattern Features, Engineering Applications, and Theory. Springer Berlin Heidelberg. 682 p. <a target="_blank" href= “http://dx.doi.org/10.1007/978-3-540-40986-1“> http://dx.doi.org/10.1007/978-3-540-40986-1</a>
Lasmini, A.; Pel, A. J.; Verhaeghe, R.; Van Arem, B. 2013. Empirical analysis of heterogeneous traffic flow, Proceedings of the Eastern Asia Society for Transportation Studies 9: 1–15.
Marchesini, P.; Weijermars, W. 2010. The Relationship between Road Safety and Congestion on Motorways: a Literature Review of Potential Effects. Report No R-2010-12. SWOV Institute for Road Safety Research, The Netherlands. 30 p. Available from Internet: <a target="_blank" href= "http://www.swov.nl/rapport/R-2010-12.pdf">http://www.swov.nl/rapport/R-2010-12.pdf</a>
Martin, J.-L. 2002. Relationship between crash rate and hourly traffic flow on interurban motorways, Accident Analysis & Prevention 34(5): 619–629. <a target="_blank" href= "http://dx.doi.org/10.1016/S0001-4575(01)00061-6"> http://dx.doi.org/10.1016/S0001-4575(01)00061-6</a>
May, A. D. 1990. Traffic Flow Fundamentals. Prentice Hall. 464 p.
Mizanur, R.; Nakamura, F. 2005. A study on passing – over-taking characteristics and level of service of heterogeneous traffic flow, Journal of the Eastern Asia Society for Transportation Studies 6: 1471–1483. <a target="_blank" href= "http://doi.org/10.11175/easts.6.1471"> http://doi.org/10.11175/easts.6.1471</a>
Ortúzar, J. D.; Willumsen, L. G. 2011. Modelling Transport. 4th edition. Wiley. 607 p.
Papageorgiou, M. 2003. Traffic control, in R. W. Hall. (Ed.). Handbook of Transportation Science, 243–278.
Policija. 2015. Prometna varnost: statistika. Ministrstvo za notranje zadeve. Policija. Available from Internet: <a target="_blank" href= "http://www.policija.si/index.php/statistika/prometna-varnost">http://www.policija.si/index.php/statistika/prometna-varnost</a> (in Slovenian).
Ramírez, B. A.; Izquierdo, F. A.; Fernández, C. G.; Méndez, A. G. 2009. The influence of heavy goods vehicle traffic on accidents on different types of Spanish interurban roads, Accident Analysis & Prevention 41(1): 15–24. <a target="_blank" href= "http://dx.doi.org/10.1016/j.aap.2008.07.016"> http://dx.doi.org/10.1016/j.aap.2008.07.016</a>
Tiwari, G. 2000. Traffic flow and safety: need for new models for heterogeneous traffic, in D. Mohan, G. Tiwari (Eds.). Injury Prevention and Control, 73–91.
Uradni List. 2006. Pravilnik o omejitvi uporabe državnih cest za promet tovornih vozil, katerih največja dovoljena masa presega 7,5 ton, Uradni List – Official Gazette of the Republic of Slovenia, 102/2006: 10423–10424. (in Slovenian).
WHO. 2013. Global Status Report on Road Safety 2013: Supporting a Decade of Action. World Health Organization (WHO). 318 p. Available from Internet: <a target="_blank" href= "http://www.who.int/iolence_injury_prevention/road_safety_status/2013/en">http://www.who.int/iolence_injury_prevention/road_safety_status/2013/en</a>
View article in other formats
Published
Issue
Section
Copyright
Copyright (c) 2016 The Author(s). Published by Vilnius Gediminas Technical University.
License
This work is licensed under a Creative Commons Attribution 4.0 International License.