Technical Papers
Aug 30, 2013

Relationship between Predicted Speed Reduction on Horizontal Curves and Safety on Two-Lane Rural Roads in Spain

Publication: Journal of Transportation Engineering
Volume 140, Issue 3

Abstract

According to different studies, speed reduction is considered one of the major factors in contributing road safety. For that reason, several guidelines have been recommended for maximum desirable speed reductions from tangents to horizontal curves and for maximum differentials between design and operating speeds on horizontal curves. The Interactive Highway Safety Design Model (IHSDM) Design Consistency Module presents an analysis of the relationship between speed reduction and crashes for horizontal curves on U.S. two-lane rural highways. This paper presents the relationship between speed reduction and crashes for horizontal curves on Spanish two-lane rural roads. A model for using regression analysis to predict crashes is presented. Exposure, curve length (CL), and difference in 85th-percentile speeds (ΔV85) between successive tangents and horizontal curves, as well as between successive curves, are used. The model’s coefficients were different from the ones obtained for U.S. highways, although the values of the goodness-of-fit criteria were similar. In addition, the relationship between crashes and different speeds is analyzed, taking the difference in speed as a speed differential not exceeded by 85% of the drivers traveling under free-flow conditions (Δ85V), instead of considering it as ΔV85. The two models (ΔV85 versus Δ85V) give very similar results.

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Acknowledgments

The authors express their acknowledgment to the Spanish General Directorate of Traffic (DGT), the Dirección General de Carreteras de la Consejería de Fomento y Vivienda of the Andalusian regional government, and the Staff of Sistema de Información de Carreteras de Andalucía (SICA) for supporting this research. Without the data they provided, this research would not have been possible. Support from Spanish Ministry of Economy and Competitiveness (Research Project TRA2012-37823) is also gratefully acknowledged.

References

Anderson, I. B., Bauer, K. M., Harwood, D. W., and Fitzpatrick, K. (1999). “Relationship to safety of geometric design consistency measures for rural two-lane highways.” Trans. Res. Rec., 1658, 43–51.
Babkov, V. F. (1968). “Road design and traffic safety.” Traffic Eng. Control, 9, 236–239.
Bella, F. (2007). “Parameters for evaluation of speed differential: Contribution using driving simulator.” Trans. Res. Rec., 2023, 37–43.
Bella, F. (2008). “Assumptions of operating speed-profile models on deceleration and acceleration rates: Verification in the driving simulator.” Proc., 87th Annual Meeting Transportation Research Board.
Cafiso, S., Di Graziano, A., Di Silvestro, G., La Cava, G., and Persaud, B. (2010). “Development of comprehensive accident models for two-lane rural highways using exposure, geometry, consistency and context variables.” Accident Anal. Prevent., 42(4), 1072–1079.
Camacho-Torregrosa, F. J., Pérez-Zuriaga, A. M., Campoy-Ungría, J. M., and García, A. (2012). “New geometric design consistency model based on operating speed profiles for road safety evaluation.” Accident Anal. Prevent., in press.
Castro, M., Iglesias, L., Rodríguez-Solano, R., and Sánchez, J. A. (2008). “Highway safety analysis using geographic information systems.” Proc. Inst. Civil Eng.—Trans., 161(2), 91–97.
Castro, M., Sánchez, J. F., Sánchez, J. A., and Iglesias, L. (2011). “Operating speed and speed differential for highway design consistency.” J. Trans. Eng., 837–843.
Datta, T. K., Perkins, D. D., Taylor, J. I., and Thompson, H. T. (1983). “Accident surrogates for use in analyzing highway safety hazards.”.
Elvik, R. (2013a). “A before-after study of the effects on safety of environmental speed limits in the city of Oslo.” Safety Sci., 55, 10–16.
Elvik, R. (2013b). “International transferability of accident modification functions for horizontal curves.” Proc., 92nd Ann. Meeting Trans. Res. Board.
Findley, D. J., Hummer, J. E., Rasdorf, W., Zegeer, C. V., and Fowler, T. J. (2012). “Modeling the impact of spatial relationships on horizontal curve safety.” Accident Anal. Prevent., 45, 296–304.
Fitzpatrick, K., et al. (1998). “Speed prediction for rural two-lane highways.”.
Fitzpatrick, K., et al. (2000). “Speed prediction for two-lane rural highways.”.
García, A., Llopis-Castelló, D., Camacho-Torregrosa, F. J., and Pérez-Zuriaga, A. M. (2013). “New consistency index based on inertial operating speed.” Proc., 92nd Ann. Meeting Trans. Res. Board.
Gujarati, D. N. (2004). Basic econometrics, 4th Ed., McGraw-Hill, New York.
Hallmark, S. L., Hawkings, N., and Smadi, O. (2012). “Speed reduction impact of dynamic speed feedback signs on high-crash curves.” IEEE Conf. Intelligent Trans. Sys. Proc., ITSC, 6338606, 115–1120.
Harwood, D. W., Council, F. M., Hauer, E., Hughes, W. E., and Voigt, A. (2000). “Prediction of the expected safety performance of rural two-lane highways.”.
Haynes, R., Jones, A. P., Kennedy, V., Harvey, I., and Jewell, T. (2007). “District variations in road curvature in England and Wales and their association with road traffic crashes.” Environ. Plan. A, 39(5), 1222–1237.
Hirsh, M. (1987). “Probabilistic approach to consistency in geometric design.” J. Trans. Eng., 268–276.
Jones, A. P., Haynes, R., Harvey, I. M., and Jewell, T. (2012). “Road traffic crashes and the protective effect of road curvature over small areas.” Health Place, 18(2), 315–320.
Kanellaidis, G., Golias, J., and Efstathiadis, S. (1990). “Driver’s speed behaviour on rural road curves.” Traffic Eng. Control, 31(7/8), 414–415.
Khan, G., Bill, A., Chitturi, M., and Noyce, D. (2012). “Horizontal curves, signs, and safety.” Trans. Res. Rec., 2279, 124–131.
Khan, G., Bill, A., Chitturi, M., and Noyce, D. (2013). “Safety evaluation of horizontal curves on rural undivided roads.” Proc., 92nd Ann. Meeting Trans. Res. Board.
Krammes, R. A., et al. (1995). “Horizontal alignment design consistency for rural two-lane highways.”.
Lamm, R., Choueiri, E. M., Hayward, J. C., and Paluri, A. (1988). “Possible design procedure to promote design consistency in highway geometric design on two-lane rural roads.” Trans. Res. Rec., 1195, 111–122.
Lamm, R., Psarianos, B., and Mailaender, T. (1999). Highway design and traffic safety engineering handbook, McGraw-Hill, New York.
Leisch, J. E., and Leisch, J. P. (1977). “New concepts in design-speed application.” Trans. Res. Rec., 631, 4–14.
Lima-Allen County Regional Planning Commission. (2009). “Spot safety horizontal curve improvement study.” Lima, OH, 31.
Lord, D., and Mannering, F. (2010). “The statistical analysis of crash-frequency data: A review and assessment of methodological alternatives.” Trans. Res. A: Policy Practice, 44(5), 291–305.
Lord, D., Washington, S. P., and Ivan, J. N. (2005). “Poisson, Poisson-gamma, and zero inflated regression models of motor vehicle crashes: Balancing statistical fit and theory.” Accident Anal. Prevent., 37(1), 35–46.
Lord, D., Washington, S. P., and Ivan, J. N. (2007). “Further notes on the application of zero inflated models in highway safety.” Accident Anal. Prevent., 39(1), 53–57.
Mattar-Habib, C., Polus, A., and Farah, H. (2008). “Further evaluation of the relationship between enhanced consistency model and safety of two-lane rural roads in Israel and Germany.” Eur. J. Trans. Infrastruct. Res., 8(4), 320–332.
McFadden, J., and Elefteriadou, L. (2000). “Evaluating horizontal alignment design consistency of two-lane rural highways development of new procedure.” Trans. Res. Rec., 1737, 9–17.
McGee, H. W., and Hanscom, F. R. (2006). “Low-cost treatments for horizontal curve safety.”.
Milton, J., and Mannering, F. (1998). “The relationship among highway geometrics, traffic-related elements and motor-vehicle accident frequencies.” Transportation, 25(4), 395–413.
Ministerio de Fomento. (1999). Instrucción de Carreteras, Norma 3.1-IC Trazado.
Misaghi, P. (2003). “Modelling operating speed and speed differential for design consistency evaluation.” M.Sc. thesis, Dept. of Civil and Environmental Engineering, Carleton Univ., Ottawa, Ontario, Canada.
Misaghi, P., and Hassan, Y. (2005). “Modeling operating speed and speed differential on two-lane rural roads.” J. Trans. Eng., 408–418.
Montella, A. (2009). “Safety evaluation of curve delineation improvements.” Trans. Res. Rec., 2103, 69–79.
Moreno, T. A., and García, A. (2012). “Use of speed profile as surrogate measure. Effect of traffic calming devices on crosstown road safety performance.” Accident Anal. Prevent., 〈https://doi.org/10.1016/j.aap.2012.10.013〉, in press.
Morrall, J., and Talarico, R. J. (1994). “Side friction demanded and margins of safety on horizontal curves.” Trans. Res. Rec., 1435, 145–152.
Moses, T., and Holland, P. W. (2010). “A comparison of statistical selection strategies for univariate and bivariate log-linear models.” Brit. J. Math. Stat. Psychol., 63(Pt. 3), 557–574.
Newman, I., and Newman, C. (2000). “A discussion of low r-squares: Concerns and uses.” Edu. Res. Quart., 24(2), 3–9.
Ng, J. C. W., and Sayed, T. (2004). “Effect of geometric design consistency on road safety.” Can. J. Civil Eng., 31(2), 218–227.
Nie, B., and Hassan, Y. (2007). “Modeling driver speed behavior on horizontal curves of different road classifications.” Proc., 86th Ann. Meeting Trans. Res. Board.
Park, P. Y., Miranda-Moreno, L. F., and Saccomanno, F. F. (2010). “Estimation of speed differentials on rural highways using hierarchical linear regression models.” Can. J. Civil. Eng., 37(4). 624–637.
Park, Y.-J., and Saccomanno, F. F. (2006). “Evaluating speed consistency between successive elements of a two-lane rural highway.” Trans. Res. A: Policy and Practice, 40(5), 375–385.
Pérez-Zuriaga, A. M., Camacho-Torregrosa, F. J., and García, A. (2011a). “La velocidad de operación y su aplicación en el análisis de la consistencia de carreteras para la mejora de la seguridad vial.” Cuaderno Tecnológico de la Plataforma Tecnológica Española de la Carretera, 6/2011.
Pérez-Zuriaga, A. M., García, A., and Camacho-Torregrosa, F. J. (2011b). “Study of tangent-to curve transition on two-lane rural roads with continuous speed profiles.” Proc., 90th Ann. Meeting Trans. Res. Board.
Pérez-Zuriaga, A. M., García, A., Camacho-Torregrosa, F. J., and D’Attoma, P. (2010). “Modeling operating speed and deceleration on two-lane rural roads with global positioning system data.” Trans. Res. Rec., 2171, 11–20.
Polus, A. (1980). “Relationship of overall geometric characteristics to the safety level of rural highways.” Traffic Quart., 34(4), 575–585.
Polus, A., Pollatschek, M., and Mattar-Habib, C. (2005). “An enhanced integrated design-consistency model for both level and mountainous highways and its relationship to safety.” Road Trans. Res., 14(4), 13–26.
Quddus, M. (2013). “Exploring the relationship between average speed, speed variation, and accident rates using spatial statistical models and GIS.” J. Trans. Safety Sec., 5(1), 27–45.
Robinson, F., and Knapp, K. (2009). “Minnesota horizontal curve safety improvement project.” Research area: Transportation safety and traffic flow, University of Minnesota Center for Transportation Studies. 〈http://www.cts.umn.edu/Research/ProjectDetail.html?id=2009058〉 (May 8, 2013).
StataCorp. (2011). Stata Statistical Software: Release 12. StataCorp LP, College Station, TX.
Stimpson, W. A., McGee, H. W., Kittelson, W. K., and Ruddy, R. H. (1977). “Field evaluation of selected delineation treatments for two-lane rural highways.”.
Taylor, J. I., McGee, H. W., Sequin, E. L., and Hostetter, R. S. (1972). “Roadway delineation systems.”, Highway Research Board, National Cooperative Highway Research Program.
Terhune, K. W., and Parker, M. R. (1986). “An evaluation of accident surrogates for safety analysis of rural highways.”.
Torbic, D. J., et al. (2004). “A guide for reducing collisions on horizontal curves.”, Highway Research Board. National Cooperative Highway Research Program.
Transportation Association of Canada (TAC). (1999). Geometric design guide for Canadian roads, TAC, Ottawa.
Wang, C., Quddus, M., and Ison, S., (2009). “The effects of area-wide road speed and curvature on traffic casualties in England.” J. Trans. Geog., 17, 385–395.
Wooldridge, J. M. (2009). Introductory econometrics: A modern approach, 4th Ed., South-Western Cengage Learning.
World Health Organization (WHO). (2013). “Global status report on road safety.” Available at 〈http://apps.who.int/iris/bitstream/10665/78256/1/9789241564564_eng.pdf〉 (July 2013).
Wu, K., Donnell, E., Himes, S., and Sasidharan, L. (2013). “Exploring the association between traffic safety and geometric design consistency based on vehicle speed metrics.” J. Trans. Eng., 〈https://doi.org/10.1061/(ASCE)TE.1943-5436.0000553〉.
Zegeer, C., et al. (1990). “Cost-effective geometric improvements for safety upgrading of horizontal curves.”.

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Go to Journal of Transportation Engineering
Journal of Transportation Engineering
Volume 140Issue 3March 2014

History

Received: Dec 21, 2012
Accepted: Aug 28, 2013
Published online: Aug 30, 2013
Published in print: Mar 1, 2014
Discussion open until: May 5, 2014

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Juan de Oña [email protected]
Professor, TRYSE Research Group, Dept. of Civil Engineering, Univ. of Granada, 18071, Spain. E-mail: [email protected]
Laura Garach [email protected]
Lecturer, TRYSE Research Group, Dept. of Civil Engineering, Univ. of Granada, 18071, Spain (corresponding author). E-mail: [email protected]
Francisco Calvo [email protected]
Associate Professor, TRYSE Research Group, Dept. of Civil Engineering, Univ. of Granada, 18071, Spain. E-mail: [email protected]
Teresa García-Muñoz [email protected]
Professor, GLOBE Research Group, Dept. of Quantitative Methods for Economics and Management, Univ. of Granada, 18071, Spain. E-mail: [email protected]

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