Assessing the factors associated with pedestrian injury severity in hit-and-run crashes in Ghana

References

• Adanu, E. K., R. Dzinyela, and W. Agyemang. 2023. “A Comprehensive Study of Child Pedestrian Crash Outcomes in Ghana.” Accident Analysis & Prevention 189:107146. https://doi.org/10.1016/j.aap.2023.107146.
   Web of Science ®Google Scholar
• Adanu, E. K., R. Dzinyela, S. Okafor, and S. Jones. 2024. “Injury-Severity Analysis of Crashes Involving Defective Vehicles and Accounting for the Underlying Socioeconomic Mediators.” Heliyon 10 (5): e26944. https://doi.org/10.1016/j.heliyon.2024.e26944.
   Web of Science ®Google Scholar
• Aidoo, E. N., R. Amoh-Gyimah, and W. Ackaah. 2013a. “The Effect of Road and Environmental Characteristics on Pedestrian Hit-And-Run Accidents in Ghana.” Accident Analysis & Prevention 53:23–27. https://doi.org/10.1016/j.aap.2012.12.021.
   PubMed Web of Science ®Google Scholar
• Aidoo, E. N., R. Amoh-Gyimah, and W. Ackaah. 2013b. “The Effect of Road and Environmental Characteristics on Pedestrian Hit-And-Run Accidents in Ghana.” Accident Analysis & Prevention 53:23–27. https://doi.org/10.1016/j.aap.2012.12.021.
   PubMed Web of Science ®Google Scholar
• Alnawmasi, N., and F. Mannering. 2023. “An Analysis of Day and Night Bicyclist Injury Severities in Vehicle/Bicycle Crashes: A Comparison of Unconstrained and Partially Constrained Temporal Modeling Approaches.” Analytic Methods in Accident Research 40:100301. https://doi.org/10.1016/j.amar.2023.100301.
   Web of Science ®Google Scholar
• Anastasopoulos, P. C., and F. L. Mannering. 2011. “An Empirical Assessment of Fixed and Random Parameter Logit Models Using Crash-and Non-Crash-Specific Injury Data.” Accident Analysis & Prevention 43 (3): 1140–1147. https://doi.org/10.1016/j.aap.2010.12.024.
   PubMed Web of Science ®Google Scholar
• Baireddy, R., H. Zhou, and M. Jalayer. 2018. “Multiple Correspondence Analysis of Pedestrian Crashes in Rural Illinois.” Transportation Research Record: Journal of the Transportation Research Board 2672 (38): 116–127. https://doi.org/10.1177/0361198118777088.
   Web of Science ®Google Scholar
• Behnood, A., and F. Mannering. 2017. “Determinants of Bicyclist Injury Severities in Bicycle-Vehicle Crashes: A Random Parameters Approach with Heterogeneity in Means and Variances.” Analytic Methods in Accident Research 16:35–47. https://doi.org/10.1016/j.amar.2017.08.001.
   Web of Science ®Google Scholar
• Behnood, A., and F. L. Mannering. 2016. “An Empirical Assessment of the Effects of Economic Recessions on Pedestrian-Injury Crashes Using Mixed and Latent-Class Models.” Analytic Methods in Accident Research 12:1–17. https://doi.org/10.1016/j.amar.2016.07.002.
   Web of Science ®Google Scholar
• 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.
   Web of Science ®Google Scholar
• Damsere-Derry, J., E. K. Adanu, T. K. Ojo, and E. F. Sam. 2021. “Injury-Severity Analysis of Intercity Bus Crashes in Ghana: A Random Parameters Multinomial Logit with Heterogeneity in Means and Variances Approach.” Accident Analysis & Prevention 160:106323. https://doi.org/10.1016/j.aap.2021.106323.
   Web of Science ®Google Scholar
• Damsere-Derry, J., G. Palk, and M. King. 2017. “Road Accident Fatality Risks for “Vulnerable” versus “Protected” Road Users in Northern Ghana.” Traffic Injury Prevention 18 (7): 736–743. https://doi.org/10.1080/15389588.2017.1302083.
   PubMed Web of Science ®Google Scholar
• Das, S., X. Kong, and I. Tsapakis. 2019. “Hit and Run Crash Analysis Using Association Rules Mining.” Journal of Transportation Safety & Security 13 (2): 123–142. https://doi.org/10.1080/19439962.2019.1611682.
   Web of Science ®Google Scholar
• Das, S., X. Kong, and I. Tsapakis. 2021. “Hit and Run Crash Analysis Using Association Rules Mining.” Journal of Transportation Safety & Security 13 (2): 123–142. https://doi.org/10.1080/19439962.2019.1611682.
   Web of Science ®Google Scholar
• Dzinyela, R., E. K. Adanu, D. Lord, and S. Islam. 2023. “Analysis of Factors That Influence Injury Severity of Single and Multivehicle Crashes Involving At-Fault Older Drivers: A Random Parameters Logit with Heterogeneity in Means and Variances Approach.” Transportation Research Interdisciplinary Perspectives 22:100974. https://doi.org/10.1016/j.trip.2023.100974.
   Google Scholar
• Dzinyela, R., N. Alnawmasi, E. K. Adanu, B. Dadashova, D. Lord, and F. Mannering. 2024. “A Multi-Year Statistical Analysis of Driver Injury Severities in Single-Vehicle Freeway Crashes with and without Airbags Deployed.” Analytic Methods in Accident Research 41:100317. https://doi.org/10.1016/j.amar.2024.100317.
   Web of Science ®Google Scholar
• Fujita, G., K. Okamura, M. Kihira, and R. Kosuge. 2014a. “Factors Contributing to Driver Choice After Hitting a Pedestrian in Japan.” Accident Analysis & Prevention 72:277–286. https://doi.org/10.1016/j.aap.2014.07.002.
   PubMed Web of Science ®Google Scholar
• Fujita, G., K. Okamura, M. Kihira, and R. Kosuge. 2014b. “Factors Contributing to Driver Choice After Hitting a Pedestrian in Japan.” Accident Analysis & Prevention 72:277–286. https://doi.org/10.1016/j.aap.2014.07.002.
   PubMed Web of Science ®Google Scholar
• Halton, J. H. 1960. “On the Efficiency of Certain Quasi-Random Sequences of Points in Evaluating Multi-Dimensional Integrals.” Numerische Mathematik 2 (1): 84–90. https://doi.org/10.1007/BF01386213.
   Google Scholar
• Henary, B. Y., J. Ivarsson, and J. R. Crandall. 2006. “The Influence of Age on the Morbidity and Mortality of Pedestrian Victims.” Traffic Injury Prevention 7 (2): 182–190. https://doi.org/10.1080/15389580500516414.
   PubMedGoogle Scholar
• Islam, M., and R. Bertini. 2023. “Exploring the Effect of COVID-19 on Driver Injury Severities in Freeway Single-Vehicle Crashes Accounting for Unobserved Heterogeneity.” Transportation Letters 1–16. https://doi.org/10.1080/19427867.2023.2229564.
   Web of Science ®Google Scholar
• Islam, M., and F. Mannering. 2020. “A Temporal Analysis of Driver-Injury Severities in Crashes Involving Aggressive and Non-Aggressive Driving.” Analytic Methods in Accident Research 27:100128. https://doi.org/10.1016/j.amar.2020.100128.
   Web of Science ®Google Scholar
• Jiang, X., M. Han, R. Guo, G. Zhang, Y. Fan, X. Li, W. Bai, M. Wei, and Q. Liang. 2021. “Examining the Underlying Exposures of Hit-And-Run and Non-Hit-And-Run Crashes.” Journal of Transport & Health 20:100995. https://doi.org/10.1016/j.jth.2020.100995.
   Web of Science ®Google Scholar
• Kamaluddin, N. A., C. S. Andersen, M. K. Larsen, K. R. Meltofte, and A. Várhelyi. 2018. “Self-Reporting Traffic Crashes–A Systematic Literature Review.” European Transport Research Review 10 (2): 1–18. https://doi.org/10.1186/s12544-018-0301-0.
   Web of Science ®Google Scholar
• Kayani, A., J. J. Fleiter, and M. J. King. 2014. “Underreporting of Road Crashes in Pakistan and the Role of Fate.” Traffic Injury Prevention 15 (1): 34–39. https://doi.org/10.1080/15389588.2013.793797.
   PubMed Web of Science ®Google Scholar
• MacLeod, K. E., J. B. Griswold, L. S. Arnold, and D. R. Ragland. 2012a. “Factors Associated with Hit-And-Run Pedestrian Fatalities and Driver Identification.” Accident Analysis & Prevention 45:366–372. https://doi.org/10.1016/j.aap.2011.08.001.
   PubMed Web of Science ®Google Scholar
• MacLeod, K. E., J. B. Griswold, L. S. Arnold, and D. R. Ragland. 2012b. “Factors Associated with Hit-And-Run Pedestrian Fatalities and Driver Identification.” Accident Analysis & Prevention 45:366–372. https://doi.org/10.1016/j.aap.2011.08.001.
   PubMed Web of Science ®Google Scholar
• Ma, Z., X. Lu, S. I.-J. Chien, and D. Hu. 2018. “Investigating Factors Influencing Pedestrian Injury Severity at Intersections.” Traffic Injury Prevention 19 (2): 159–164. https://doi.org/10.1080/15389588.2017.1354371.
   PubMed Web of Science ®Google Scholar
• Mannering, F. L., and C. R. Bhat. 2014. “Analytic Methods in Accident Research: Methodological Frontier and Future Directions.” Analytic Methods in Accident Research 1:1–22. https://doi.org/10.1016/j.amar.2013.09.001.
   Google Scholar
• Mannering, F. L., V. Shankar, and C. R. Bhat. 2016. “Unobserved Heterogeneity and the Statistical Analysis of Highway Accident Data.” Analytic Methods in Accident Research 11:1–16. https://doi.org/10.1016/j.amar.2016.04.001.
   Web of Science ®Google Scholar
• McFadden, D., and K. Train. 2000a. “Mixed MNL Models for Discrete Response.” Journal of Applied Econometrics 15 (5): 447–470. https://doi.org/10.1002/1099-1255(200009/10)15:5<447:AID-JAE570>3.0.CO;2-1.
   Web of Science ®Google Scholar
• McFadden, D., and K. Train. 2000b. “Mixed MNL Models for Discrete Response.” Journal of Applied Econometrics 15 (5): 447–470. https://doi.org/10.1002/1099-1255(200009/10)15:5<447:AID-JAE570>3.0.CO;2-1.
   Web of Science ®Google Scholar
• Onieva-García, M. Á., V. Martínez-Ruiz, P. Lardelli-Claret, J. J. Jiménez-Moleón, C. Amezcua-Prieto, J. de Dios Luna-Del-Castillo, and E. Jiménez- MejíMejíAs. 2016. “Gender and Age Differences in Components of Traffic-Related Pedestrian Death Rates: Exposure, Risk of Crash and Fatality Rate.” Injury Epidemiology 3 (1): 14. https://doi.org/10.1186/s40621-016-0079-2.
   Google Scholar
• Richard, T., K. Lina, and S. Huafei. 2010. “A Logistic Model of Hit-And-Run Crashes in Calgary.” Canadian Journal of Transportation 4 (1).
   Google Scholar
• Salifu, M., and W. Ackaah. 2012. “Under-Reporting of Road Traffic Crash Data in Ghana.” International Journal of Injury Control and Safety Promotion 19 (4): 331–339. https://doi.org/10.1080/17457300.2011.628752.
   PubMed Web of Science ®Google Scholar
• Savolainen, P. T., F. L. Mannering, D. Lord, and M. A. Quddus. 2011. “The Statistical Analysis of Highway Crash-Injury Severities: A Review and Assessment of Methodological Alternatives.” Accident Analysis & Prevention 43 (5): 1666–1676. https://doi.org/10.1016/j.aap.2011.03.025.
   PubMed Web of Science ®Google Scholar
• Seraneeprakarn, P., S. Huang, V. Shankar, F. Mannering, N. Venkataraman, and J. Milton. 2017. “Occupant Injury Severities in Hybrid-Vehicle Involved Crashes: A Random Parameters Approach with Heterogeneity in Means and Variances.” Analytic Methods in Accident Research 15:41–55. https://doi.org/10.1016/j.amar.2017.05.003.
   Web of Science ®Google Scholar
• Sivasankaran, S. K., and V. Balasubramanian. 2020. “Investigation of Factors Contributing to Pedestrian Hit-And-Run Crashes in India.” Journal of Transportation Safety & Security 14 (3): 382–403. https://doi.org/10.1080/19439962.2020.1781313.
   Web of Science ®Google Scholar
• Sivasankaran, S. K., and V. Balasubramanian. 2022. “Investigation of Factors Contributing to Pedestrian Hit-And-Run Crashes in India.” Journal of Transportation Safety & Security 14 (3): 382–403. https://doi.org/10.1080/19439962.2020.1781313.
   Web of Science ®Google Scholar
• Solnick, S. J., and D. Hemenway. 1995a. “The Hit-And-Run in Fatal Pedestrian Accidents: Victims, Circumstances and Drivers.” Accident Analysis & Prevention 27 (5): 643–649. https://doi.org/10.1016/0001-4575(95)00012-O.
   PubMed Web of Science ®Google Scholar
• Solnick, S. J., and D. Hemenway. 1995b. “The Hit-And-Run in Fatal Pedestrian Accidents: Victims, Circumstances and Drivers.” Accident Analysis & Prevention 27 (5): 643–649. https://doi.org/10.1016/0001-4575(95)00012-O.
   PubMed Web of Science ®Google Scholar
• Song, L., Y. Li, W. (. Fan, and P. Liu. 2021. “Mixed Logit Approach to Analyzing Pedestrian Injury Severity in Pedestrian-Vehicle Crashes in North Carolina: Considering Time-Of-Day and Day-Of-Week.” Traffic Injury Prevention 22 (7): 524–529. https://doi.org/10.1080/15389588.2021.1940983.
   PubMed Web of Science ®Google Scholar
• Spainhour, L. K., I. A. Wootton, J. O. Sobanjo, and P. A. Brady. 2006. “Causative Factors and Trends in Florida Pedestrian Crashes.” Transportation Research Record: Journal of the Transportation Research Board 1982 (1): 90–98. https://doi.org/10.1177/0361198106198200112.
   Google Scholar
• Tay, R., U. Barua, and L. Kattan. 2009a. “Factors Contributing to Hit-And-Run in Fatal Crashes.” Accident Analysis & Prevention 41 (2): 227–233. https://doi.org/10.1016/j.aap.2008.11.002.
   PubMed Web of Science ®Google Scholar
• Tay, R., U. Barua, and L. Kattan. 2009b. “Factors Contributing to Hit-And-Run in Fatal Crashes.” Accident Analysis & Prevention 41 (2): 227–233. https://doi.org/10.1016/j.aap.2008.11.002.
   PubMed Web of Science ®Google Scholar
• Tay, R., L. Kattan, and H. Sun. 2010. “Logistic Model of Hit and Run Crashes in Calgary.” Canadian Journal of Transportation 4 (1).
   Google Scholar
• Tay, R., S. M. Rifaat, and H. C. Chin. 2008a. “A Logistic Model of the Effects of Roadway, Environmental, Vehicle, Crash and Driver Characteristics on Hit-And-Run Crashes.” Accident Analysis & Prevention 40 (4): 1330–1336. https://doi.org/10.1016/j.aap.2008.02.003.
   PubMed Web of Science ®Google Scholar
• Tay, R., S. M. Rifaat, and H. C. Chin. 2008b. “A Logistic Model of the Effects of Roadway, Environmental, Vehicle, Crash and Driver Characteristics on Hit-And-Run Crashes.” Accident Analysis & Prevention 40 (4): 1330–1336. https://doi.org/10.1016/j.aap.2008.02.003.
   PubMed Web of Science ®Google Scholar
• Venkataraman, N., V. Shankar, G. F. Ulfarsson, and D. Deptuch. 2014. “A Heterogeneity-In-Means Count Model for Evaluating the Effects of Interchange Type on Heterogeneous Influences of Interstate Geometrics on Crash Frequencies.” Analytic Methods in Accident Research 2:12–20. https://doi.org/10.1016/j.amar.2014.01.001.
   Google Scholar
• Wang, C., F. Chen, J. Cheng, and S. M. Easa. 2023. “Modeling Injury Severities of Single and Multi-Vehicle Freeway Crashes Considering Spatiotemporal Instability and Unobserved Heterogeneity.” Transportation Letters 1–29. https://doi.org/10.1080/19427867.2023.2177766.
   Web of Science ®Google Scholar
• Wang, C., F. Chen, Y. Zhang, and J. Cheng. 2023. “Analysis of Injury Severity in Rear-End Crashes on an Expressway Involving Different Types of Vehicles Using Random-Parameters Logit Models with Heterogeneity in Means and Variances.” Transportation Letters 15 (7): 742–753. https://doi.org/10.1080/19427867.2022.2086760.
   Web of Science ®Google Scholar
• Wang, C., M. Ijaz, F. Chen, Y. Zhang, J. Cheng, and M. Zahid. 2022. “Evaluating Gender Differences in Injury Severities of Non-Helmet Wearing Motorcyclists: Accommodating Temporal Shifts and Unobserved Heterogeneity.” Analytic Methods in Accident Research 36:100249. https://doi.org/10.1016/j.amar.2022.100249.
   Web of Science ®Google Scholar
• Washington, S., M. G. Karlaftis, F. Mannering, and P. Anastasopoulos. 2020. Statistical and Econometric Methods for Transportation Data Analysis. Boca Raton, Florida, United States: CRC press.
   Google Scholar
• WHO. 2020. Road Traffic Injuries. https://www.who.int/news-room/fact-sheets/detail/road-traffic-injuries.
   Google Scholar
• Xie, M., W. Cheng, G. S. Gill, J. Zhou, X. Jia, and S. Choi. 2018a. “Investigation of Hit-And-Run Crash Occurrence and Severity Using Real-Time Loop Detector Data and Hierarchical Bayesian Binary Logit Model with Random Effects.” Traffic Injury Prevention 19 (2): 207–213. https://doi.org/10.1080/15389588.2017.1371302.
   PubMed Web of Science ®Google Scholar
• Xie, M., W. Cheng, G. S. Gill, J. Zhou, X. Jia, and S. Choi. 2018b. “Investigation of Hit-And-Run Crash Occurrence and Severity Using Real-Time Loop Detector Data and Hierarchical Bayesian Binary Logit Model with Random Effects.” Traffic Injury Prevention 19 (2): 207–213. https://doi.org/10.1080/15389588.2017.1371302.
   PubMed Web of Science ®Google Scholar
• Yasmin, S., and N. Eluru. 2013. “Evaluating Alternate Discrete Outcome Frameworks for Modeling Crash Injury Severity.” Accident Analysis and Prevention 59 (1): 506–521. https://doi.org/10.1016/j.aap.2013.06.040.
   PubMedGoogle Scholar
• Zhai, X., H. Huang, N. N. Sze, Z. Song, and K. K. Hon. 2019. “Diagnostic Analysis of the Effects of Weather Condition on Pedestrian Crash Severity.” Accident Analysis & Prevention 122:318–324. https://doi.org/10.1016/j.aap.2018.10.017.
   PubMed Web of Science ®Google Scholar
• Zhang, G., G. Li, T. Cai, D. M. Bishai, C. Wu, and Z. Chan. 2014a. “Factors Contributing to Hit-And-Run Crashes in China.” Transportation Research Part F, Traffic Psychology and Behaviour 23:113–124. https://doi.org/10.1016/j.trf.2013.12.009.
   Web of Science ®Google Scholar
• Zhang, G., G. Li, T. Cai, D. M. Bishai, C. Wu, and Z. Chan. 2014b. “Factors Contributing to Hit-And-Run Crashes in China.” Transportation Research Part F, Traffic Psychology and Behaviour 23:113–124. https://doi.org/10.1016/j.trf.2013.12.009.
   Web of Science ®Google Scholar
• Zhou, B., Z. Li, and S. Zhang. 2018. “Comparison of Factors Affecting Crash Severities in Hit-And-Run and Non-Hit-And-Run Crashes.” Journal of Advanced Transportation 2018:1–11. https://doi.org/10.1155/2018/8537131.
   Google Scholar