227
Views
1
CrossRef citations to date
0
Altmetric
Research Articles

Empirical examination of interdependent relationship between usage of seatbelt restraint system and driver-injury severity of single-vehicle crashes in Thailand using a joint econometric analysis

, , &
Pages 503-510 | Received 17 Feb 2023, Accepted 23 May 2023, Published online: 02 Jun 2023

References

  • Abay KA, Paleti R, Bhat CR. 2013. The joint analysis of injury severity of drivers in two-vehicle crashes accommodating seat belt use endogeneity. Trans Res Part B: Methodol. 50:74–89. doi:10.1016/j.trb.2013.01.007
  • Ahmed MM, Franke R, Ksaibati K, Shinstine DS. 2018. Effects of truck traffic on crash injury severity on rural highways in Wyoming using Bayesian binary logit models. Accid Anal Prev. 117:106–113. doi:10.1016/j.aap.2018.04.011
  • Alogaili A, Mannering F. 2022. Differences between day and night pedestrian-injury severities: accounting for temporal and unobserved effects in prediction. Anal Methods Accid Res. 33:100201. doi:10.1016/j.amar.2021.100201
  • Anarkooli AJ, Hosseinpour M, Kardar A. 2017. Investigation of factors affecting the injury severity of single-vehicle rollover crashes: a random-effects generalized ordered probit model. Accid Anal Prev. 106:399–410. doi:10.1016/j.aap.2017.07.008
  • Behnood A, Mannering FL. 2015. The temporal stability of factors affecting driver-injury severities in single-vehicle crashes: some empirical evidence. Anal Methods Accid Res. 8:7–32. doi:10.1016/j.amar.2015.08.001
  • Champahom T, Jomnonkwao S, Watthanaklang D, Karoonsoontawong A, Chatpattananan V, Ratanavaraha V. 2020. Applying hierarchical logistic models to compare urban and rural roadway modeling of severity of rear-end vehicular crashes. Accid Anal Prev. 141:105537. doi:10.1016/j.aap.2020.105537.
  • Chen F, Chen S. 2011. Injury severities of truck drivers in single-and multi-vehicle accidents on rural highways. Accid Anal Prev. 43(5):1677–1688. doi:10.1016/j.aap.2011.03.026
  • Chen Y, Luo R, Yang H, King M, Shi Q. 2020. Applying latent class analysis to investigate rural highway single-vehicle fatal crashes in China. Accid Anal Prev. 148:105840. doi:10.1016/j.aap.2020.105840
  • de Lapparent M. 2008. Willingness to use safety belt and levels of injury in car accidents. Accid Anal Prev. 40(3):1023–1032. doi:10.1016/j.aap.2007.11.005
  • Dissanayake S, Roy U. 2014. Crash severity analysis of single vehicle run-off-road crashes. J Transp Technol. 04(01):1–10. doi:10.4236/jtts.2014.41001
  • Eluru N, Bhat CR. 2007. A joint econometric analysis of seat belt use and crash-related injury severity. Accid Anal Prev. 39(5):1037–1049. doi:10.1016/j.aap.2007.02.001
  • Evans L. 1996. Safety-belt effectiveness: the influence of crash severity and selective recruitment. Accid Anal Prev. 28(4):423–433. doi:10.1016/0001-4575(96)00006-1
  • FHWA. 2023. KABCO injury classification scale and definitions. https://safety.fhwa.dot.gov/hsip/spm/conversion_tbl/pdfs/kabco_ctable_by_state.pdf.
  • Gras ME, Cunill M, Sullman MJ, Planes M, Font-Mayolas S. 2007. Predictors of seat belt use amongst Spanish drivers. Trans Res Part F: Traffic Psychol Behav. 10(3):263–269. doi:10.1016/j.trf.2006.11.003
  • Greene WH. 2016. Nlogit 6. Reference Guide. 11:2014.
  • Hou Q, Huo X, Leng J, Mannering F. 2022. A note on out-of-sample prediction, marginal effects computations, and temporal testing with random parameters crash-injury severity models. Anal Methods Accid Res. 33:100191. doi:10.1016/j.amar.2021.100191
  • Kim J-K, Ulfarsson GF, Kim S, Shankar VN. 2013. Driver-injury severity in single-vehicle crashes in California: a mixed logit analysis of heterogeneity due to age and gender. Accid Anal Prev. 50:1073–1081. doi:10.1016/j.aap.2012.08.011
  • Levinson HS, Potts IB, Harwood DW, Gluck J, Torbic DJ. 2005. Safety of U-turns at unsignalized median openings: some research findings. Transp Res Rec. 1912(1):72–81. doi:10.1177/0361198105191200109
  • Ma J, Ren G, Li H, Wang S, Yu J. 2022. Characterizing the differences of injury severity between single-vehicle and multi-vehicle crashes in China. J Transp Saf Sec. 15(3):314–334.
  • Mannering FL, Bhat CR. 2014. Analytic methods in accident research: methodological frontier and future directions. Anal Methods Accid Res. 1:1–22.
  • Mannering FL, Shankar V, Bhat CR. 2016. Unobserved heterogeneity and the statistical analysis of highway accident data. Anal Methods Accid Res. 11:1–16. doi:10.1016/j.amar.2016.04.001
  • Okafor S, Adanu EK, Lidbe A, Jones S. 2023. Severity analysis of single-vehicle left and right run-off-road crashes using a random parameter ordered logit model. Traffic Inj Prev. 24(3):1–5.
  • Peng Y, Boyle LN. 2012. Commercial driver factors in run-off-road crashes. Transp Res Rec. 2281(1):128–132. doi:10.3141/2281-16
  • Roque C, Moura F, Cardoso JL. 2015. Detecting unforgiving roadside contributors through the severity analysis of ran-off-road crashes. Accid Anal Prev. 80:262–273. doi:10.1016/j.aap.2015.02.012
  • Savolainen P, Mannering F. 2007. Probabilistic models of motorcyclists’ injury severities in single-and multi-vehicle crashes. Accid Anal Prev. 39(5):955–963. doi:10.1016/j.aap.2006.12.016
  • Schneider WH, Savolainen PT, Zimmerman K. 2009. Driver injury severity resulting from single-vehicle crashes along horizontal curves on rural two-lane highways. Transp Res Rec. 2102(1):85–92. doi:10.3141/2102-11
  • Se C, Champahom T, Jomnonkwao S, Banyong C, Sukontasukkul P, Ratanavaraha V. 2020a. Hierarchical binary logit model to compare driver injury severity in single-vehicle crash based on age-groups. Int J Inj Contr Saf Promot. 28(1):113–126. doi:10.1080/17457300.2020.1858113
  • Se C, Champahom T, Jomnonkwao S, Karoonsoontawon A, Ratanavaraha V. 2021. Temporal stability of factors influencing driver-injury severities in single-vehicle crashes: a correlated random parameters with heterogeneity in means and variances approach. Anal Methods Accid Res. 32:100179. doi:10.1016/j.amar.2021.100179
  • Se C, Champahom T, Jomnonkwao S, Kronprasert N, Ratanavaraha V. 2022. The impact of weekday, weekend, and holiday crashes on motorcyclist injury severities: Accounting for temporal influence with unobserved effect and insights from out-of-sample prediction. Anal Methods Accid Res. 36:100240. doi:10.1016/j.amar.2022.100240
  • Se C, Champahom T, Jomnonkwao S, Ratanavaraha V. 2020b. Driver injury severity in single-vehicle run off road crash on 2-lanes and 4-lanes highway in Thailand. Eng Applied Sci Res. 47(4):393–400.
  • Spainhour LK, Mishra A. 2008. Analysis of fatal run-off-the-road crashes involving overcorrection. Transp Res Rec. 2069(1):1–8. doi:10.3141/2069-01
  • Wang S, Li F, Wang Z, Wang J. 2022. A random parameter bivariate probit model for injury severities of riders and pillion passengers in motorcycle crashes. J Trans Safe Sec. 14(8):1289–1306. doi:10.1080/19439962.2021.1916666
  • Washington S, Karlaftis M, Mannering F, Anastasopoulos P. 2020. Statistical and econometric methods for transportation data analysis. Boca Raton (FL): Chapman and Hall/CRC.
  • WHO. 2018. Global status report on road safety 2018. Geneva, Switzerland: World Health Organization.
  • Winston C, Maheshri V, Mannering F. 2006. An exploration of the offset hypothesis using disaggregate data: the case of airbags and antilock brakes. J Risk Uncertainty. 32(2):83–99. doi:10.1007/s11166-006-8288-7
  • Wu Q, Chen F, Zhang G, Liu XC, Wang H, Bogus SM. 2014. Mixed logit model-based driver injury severity investigations in single-and multi-vehicle crashes on rural two-lane highways. Accid Anal Prev. 72:105–115. doi:10.1016/j.aap.2014.06.014
  • Xie Y, Zhao K, Huynh N. 2012. Analysis of driver injury severity in rural single-vehicle crashes. Accid Anal Prev. 47:36–44. doi:10.1016/j.aap.2011.12.012
  • Yuan Q, Xu X, Xu M, Zhao J, Li Y. 2020. The role of striking and struck vehicles in side crashes between vehicles: bayesian bivariate probit analysis in China. Accid Anal Prev. 134:105324. doi:10.1016/j.aap.2019.105324
  • Zubaidi HA, Obaid IA, Alnedawi A, Das S. 2021. Motor vehicle driver injury severity analysis utilizing a random parameter binary probit model considering different types of driving licenses in 4-legs roundabouts in South Australia. Saf Sci. 134:105083. doi:10.1016/j.ssci.2020.105083

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.