Application of different exposure measures in development of planning-level zonal crash prediction models

Transportation Research Record

Volumn , Issue 2280, 2012, Pages 145-153

  Pirdavani, Ali ^a   Brijs, Tom ^a   Bellemans, Tom ^a   Kochan, Bruno ^a   Wets, Geert ^a  

^a HASSELT UNIVERSITY   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

REGRESSION ANALYSIS;

CRASH PREDICTION; GENERALIZED LINEAR MODEL; INJURY CRASHES; MANAGEMENT POLICY; MODELING PROCEDURE; NEGATIVE BINOMIAL; PREDICTION MODELLING; PREDICTOR VARIABLES; SAFETY IMPACT; TRAVEL DEMAND MANAGEMENT;

FORECASTING;

EID: 84892406514     PISSN: 03611981     EISSN: None     Source Type: Journal    
DOI: 10.3141/2280-16     Document Type: Article

References (28)

1. Janssens, D., G. Wets, H. J. P. Timmermans, and T. A. Arentze. Modelling Short-Term Dynamics Activity-Travel Patterns: Conceptual Framework of the FEATHERS Model. Presented at 11th World Conference on Transport Research, Berkeley, Calif., 2007.
2. Kochan, B., T. Bellemans, D. Janssens, and G. Wets. Assessing the Impact of Fuel Cost on Traffic Demand Flanders Using Activity-Based Models. Presented at the Travel Demand Management Conference, Vienna, Austria, 2008.
3. Tarko, A. P., M. Inerowicz, J. Ramos, and W. Li. Tool with Road-Level Crash Prediction for Transportation Safety Planning. Transportation Research Record: Journal of the Transportation Research Board, 2083 Transportation Research Board of the National Academies, Washington, D. C., 2008, 16-25.
4. Levine, N., K. E. Kim, and L. H. Nitz. Spatial Analysis of Honolulu Motor Vehicle Crashes. II. Zonal Generators. Accident Analysis and Prevention 27, 5, 1995, 675-685.
5. Huang, H., M. A. Abdel-Aty, and A. L. Darwiche. County-Level Crash Risk Analysis Florida: Bayesian Spatial Modeling. Transportation Research Record: Journal of the Transportation Research Board, 2148 Transportation Research Board of the National Academies, Washington, D. C., 2010, 27-37.
6. Amoros, E., J. L. Martin, and B. Laumon. Comparison of Road Crashes Incidence and Severity Between Some French Counties. Accident Analysis and Prevention 35, 4, 2003, 537-547.
7. Aguero-Valverde, J., and P. P. Jovanis. Spatial Analysis of Fatal and Injury Crashes Pennsylvania. Accident Analysis and Prevention 38, 3, 2006, 618-625.
8. Noland, R. B., and L. Oh. The Effect of Infrastructure and Demographic Change on Traffic-Related Fatalities and Crashes: A Case Study of Illinois County-Level Data. Accident Analysis and Prevention 36, 4, 2004, 525-532.
9. Noland, R. B., and M. A. Quddus. A Spatially Disaggregate Analysis of Road Casualties England. Accident Analysis and Prevention 36, 6, 2004, 973-984.
10. Ladron de Guevara, F., S. P. Washington, and J. Oh. Forecasting Crashes at the Planning Level: Simultaneous Negative Binomial Crash Model Applied Tucson, Arizona. Transportation Research Record: Journal of the Transportation Research Board, 1897 Transportation Research Board of the National Academies, Washington, D. C., 2004, 191-199.
11. Wier, M., J. Weintraub, E. H. Humphreys, E. Seto, and R. Bhatia. An Area-Level Model of Vehicle-Pedestrian Injury Collisions with Implications for Land Use and Transportation Planning. Accident Analysis and Prevention 41, 1, 2009, 137-145.
12. Quddus, M. A. Modelling Area-Wide Count Outcomes with Spatial Correlation and Heterogeneity: An Analysis of London Crash Data. Accident Analysis and Prevention 40, 4, 2008, 1486-1497.
13. Hadayeghi, A. Use of Advanced Techniques to Estimate Zonal Level Safety Planning Models and Examine Their Temporal Transferability. University of Toronto, Toronto, Ontario, Canada, 2009.
14. Hadayeghi, A., A. S. Shalaby, and B. N. Persaud. Macrolevel Accident Prediction Models for Evaluating Safety of Urban Transportation Systems. Transportation Research Record: Journal of the Transportation Research Board, 1840 Transportation Research Board of the National Academies, Washington, D. C., 2003, 87-95.
15. Hadayeghi, A., A. S. Shalaby, B. N. Persaud, and C. Cheung. Temporal Transferability and Updating of Zonal Level Accident Prediction Models. Accident Analysis and Prevention 38, 3, 2006, 579-589.
16. Hadayeghi, A., A. S. Shalaby, and B. N. Persaud. Safety Prediction Models: Proactive Tool for Safety Evaluation Urban Transportation Planning Applications. Transportation Research Record: Journal of the Transportation Research Board, 2019 Transportation Research Board of the National Academies, Washington, D. C., 2007, 225-236.
17. Hadayeghi, A., A. S. Shalaby, and B. N. Persaud. Development of Planning Level Transportation Safety Tools Using Geographically Weighted Poisson Regression. Accident Analysis and Prevention 42, 2, 2010, 676-688.
18. Hadayeghi, A., A. Shalaby, and B. Persaud. Development of Planning-Level Transportation Safety Models Using Full Bayesian Semiparametric Additive Techniques. Journal of Transportation Safety and Security 2, 1, 2010, 45-68.
19. Lovegrove, G. R., and T. Sayed. Macro-Level Collision Prediction Models for Evaluating Neighbourhood Traffic Safety. Canadian Journal of Civil Engineering 33, 5, 2006, 609-621.
20. Lovegrove, G. R., and T. A. Sayed. Macrolevel Collision Prediction Models to Enhance Traditional Reactive Road Safety Improvement Programs. Transportation Research Record: Journal of the Transportation Research Board, 2019 Transportation Research Board of the National Academies, Washington, D. C., 2007, 65-73.
21. An, M., C. T. Casper, and W. Wu. Using Travel Demand Model and Zonal Safety Planning Model for Safety Benefit Estimation Project Evaluation. Presented at 90th Annual Meeting of the Transportation Research Board, Washington, D. C., 2011.
22. Siddiqui, C. K. A., M. A. Abdel-Aty, and H. Huang. Zonal-Level Safety Evaluation Incorporating Trip Generation Effects. Presented at 90th Annual Meeting of the Transportation Research Board, Washington, D. C., 2011.
23. Abdel-Aty, M., C. Siddiqui, H. Huang, and X. Wang. Integrating Trip and Roadway Characteristics to Manage Safety Traffic Analysis Zones. Transportation Research Record: Journal of the Transportation Research Board, 2213 Transportation Research Board of the National Academies, Washington, D. C., 2011, 20-28.
24. Naderan, A., and J. Shahi. Aggregate Crash Prediction Models: Introducing Crash Generation Concept. Accident Analysis and Prevention 42, 1, 2010, 339-346.
25. Lord, D., and F. Mannering. The Statistical Analysis of Crash-Frequency Data: A Review and Assessment of Methodological Alternatives. Transportation Research Part A: Policy and Practice 44, 5, 2010, 291-305.
26. Lovegrove, G. R., and T. A. Litman. Macrolevel Collision Prediction Models to Evaluate Road Safety Effects of Mobility Management Strategies: New Empirical Tools to Promote Sustainable Development. Presented at 87th Annual Meeting of the Transportation Research Board, Washington, D. C., 2008.
27. Lovegrove, G. R. Community-Based, Macro-Level Collision Prediction Models. University of British Columbia, Vancouver, 2005.
28. Karlaftis, M. G., and A. P. Tarko. Heterogeneity Considerations Accident Modeling. Accident Analysis and Prevention 30, 4, 1998, 425-433.