Skip to main content

Operational and Geometrical Conditions of Accident Occurrence and Severity at Signalized Intersections

  • Conference paper
  • First Online:
Advances in Human Aspects of Transportation (AHFE 2020)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1212))

Included in the following conference series:

  • 1665 Accesses

Abstract

This research investigated the effect of road geometric features and operational conditions on the occurrence and severity of traffic accidents at signalized intersections in Abu Dhabi city, UAE. Speed, number of lanes, lane configuration, traffic signal sequence (lead/lag or split phasing), average hourly traffic volume per lane were used as independent variables. The accident occurrence was tested by using Poisson’s regression modeling and the accident severity was examined by using multinomial logit modeling approaches. The Poisson model showed that at 4-leg intersections, one of the major causes of the accident, is passing of a street (either minor or major street) through the intersection. It was also found that at 3-leg intersection, the main cause of the accident is minor street passing through the intersection. The research also found that the higher the traffic volume the higher the chance of occurrence of traffic accidents. The multinomial logit model showed that five significant variables affect the severity of traffic accidents occurs at signalized intersections. the significant variables are the speed of the main road, traffic signal sequences, number of through lanes of minor road number of left lanes of main and minor roads.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 259.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 329.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Ouni, F., Belloumi, M.: Modeling traffic accident occurrence at hazardous road locations: a case study in Tunisia (2018)

    Google Scholar 

  2. Haleem, K., Abdel-Aty, M.: Examining traffic crash injury severity at unsignalized intersections. J. Saf. Res. 41(4), 347–357 (2010)

    Article  Google Scholar 

  3. Abdel-Aty, M.A., Radwan, A.E.: Prevention, modeling traffic accident occurrence and involvement. Accident Anal. 32(5), 633–642 (2000)

    Article  Google Scholar 

  4. Miaou, S.-P.: The relationship between truck accidents and geometric design of road sections: poisson versus negative binomial regressions. Oak Ridge National Lab, TN, United States (1993)

    Google Scholar 

  5. Cai, Q., Abdel-Aty, M., Lee, J., Eluru, N.: Comparative analysis of zonal systems for macro-level crash modeling. J. Saf. Res. 61, 157–166 (2017)

    Article  Google Scholar 

  6. Joshua, S.C., Garber, N.J.: Estimating truck accident rate and involvements using linear and Poisson regression models. Transp. Plann. Technol. 15(1), 41–58 (1990)

    Article  Google Scholar 

  7. Zewde, T.: Determinants that lead drivers into traffic accidents: a case of Arba Minch city, South Ethiopia. Sci. J. Appl. Math. Stat. 5(6), 205–210 (2017)

    Article  Google Scholar 

  8. Agent, K.R., Deen, R.C.: Relationships between roadway geometrics and accidents (1974)

    Google Scholar 

  9. Milton, J.C., Mannering, F.L.: The relationship between highway geometrics, traffic-related elements, and motor vehicle accidents (1996)

    Google Scholar 

  10. Xie, Y., Zhao, K., Huynh, N.: Analysis of driver injury severity in rural single-vehicle crashes. Accident Anal. Prevent. 47, 36–44 (2012)

    Article  Google Scholar 

  11. Ye, F., Lord, D.: Comparing three commonly used crash severity models on sample size requirements: multinomial logit, ordered probit and mixed logit models. Anal. Methods Accident Res. 1, 72–85 (2014)

    Article  Google Scholar 

  12. Dong, C., Richards, S.H., Huang, B., Jiang, X.: Identifying the factors contributing to the severity of truck-involved crashes. Int. J. Inj. Control Saf. Promot. 22(2), 116–126 (2015)

    Article  Google Scholar 

  13. Penmetsa, P., Pulugurtha, S.S.: Modeling crash injury by road feature to improve safety (2017)

    Google Scholar 

  14. Abdel-Aty, M.: Analysis of driver injury severity levels at multiple locations using ordered probit models. J. Saf. Res. 34(5), 597–603 (2003). https://doi.org/10.1016/j.jsr.2003. PMID:14733994

    Article  Google Scholar 

  15. Shawky, M., Hasssan, H., Garib, A., Al-Harthei, H.: Examining the factors affecting the severity of run-off-road crashes in Abu Dhabi. Can. J. Civil Eng. 43, 132–138 (2016)

    Article  Google Scholar 

  16. Basu, S., Saha, P.: Regression models of highway traffic crashes: a review of recent research and future research needs. Procedia Eng. 187(Supplement C), 59–66 (2017)

    Google Scholar 

  17. Imran, M., Nasir, J.A.: Road traffic accidents. Prof. Med. J. 22(06), 705–709 (2015)

    Google Scholar 

  18. Razali, M.S.M.A., Zamzuri, Z.: Modeling motorcycle road accidents with traffic offenses at several potential locations using negative binomial regression model in Malaysia (2016)

    Google Scholar 

  19. Mohanty, M., Gupta, A.: Factors affecting road crash modeling. J. Transp. Lit. 9(2), 15–19 (2015)

    Article  Google Scholar 

  20. Yang, H., Ozbay, K., Ozturk, O., Xie, K.: Work zone safety analysis and modeling: a state-of-the-art review. Traffic Inj. Prev. 16(4), 387–396 (2015)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mohamed Shawky .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Alghafli, A., Shawky, M. (2020). Operational and Geometrical Conditions of Accident Occurrence and Severity at Signalized Intersections. In: Stanton, N. (eds) Advances in Human Aspects of Transportation. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1212. Springer, Cham. https://doi.org/10.1007/978-3-030-50943-9_30

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-50943-9_30

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-50942-2

  • Online ISBN: 978-3-030-50943-9

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics