Transactions on Transport Sciences 2022, 13(1):26-37 | DOI: 10.5507/tots.2021.022

Patterns of risk-taking behaviors among motorcyclists at signalized intersections in Taiwan

Wen Chieh Yang, Anja Katharina Huemer
Division of Engineering and Traffic Psychology, Technische Universität Braunschweig, Gaußstraße 23, D-38106 Braunschweig, Germany

Motorcyclists1 are the fastest-moving vulnerable road users, which made them overrepresented in road injuries and fatalities. In Taiwan, motorcyclists account for approximately 60% of total road fatalities each year, but little is known about the prevalence of risk-taking behaviors among motorcyclists. In the present study, a roadside observation was carried out to examine their unsafe riding behaviors, such as secondary task engagement, helmet non-use, and traffic violations. 4030 motorcyclists were observed at three signalized intersections in Tainan, Taiwan: 593 in a residential district, 1034 in a business park, and 2403 in the city center. 7.3% of them were engaged in at least one secondary task, with phone use (3.5%) being the most common one, followed by chatting with others (1.6%). Although nearly all riders were helmeted (98.9%), the majority of the riders used non-standard helmets: 65.2% wore an open-face helmet, 21.0% half helmet, and only 12.6% full-face helmet. 5.9% of all motorcyclists were observed breaking at least one traffic rule at the intersections, and the violations that occurred the most often were turn signal neglect (2.8%) and red-light running (2.6%). These risky riding behaviors were also associated with contextual variables and rider characteristics. The likelihood of distracted riding increased at a red light, in the city center, when riders were younger, male, delivery workers, and riding with an adult passenger. Traffic violations were more frequent in the city center, in the afternoon, and on a two-lane road. Furthermore, risk-taking behaviors were more prevalent in un-helmeted riders. Observations in different weather conditions, more traffic contexts, and locations are recommended for future studies to further understand their impact on motorcyclists' adaptive riding behaviors.

Keywords: Motorcyclists; distracted riding; helmet non-use; traffic violations; rider characteristics; contextual risk factors; logistic regression

Received: July 22, 2021; Revised: September 22, 2021; Accepted: November 18, 2021; Prepublished online: November 18, 2021; Published: May 12, 2022  Show citation

ACS AIP APA ASA Harvard Chicago Chicago Notes IEEE ISO690 MLA NLM Turabian Vancouver
Yang, W.C., & Huemer, A.K. (2022). Patterns of risk-taking behaviors among motorcyclists at signalized intersections in Taiwan. Transactions on Transport Sciences13(1), 26-37. doi: 10.5507/tots.2021.022
Download citation

References

  1. Chang, H.-L., & Yeh, T.-H. (2007). Motorcyclist accident involvement by age, gender, and risky behaviors in Taipei, Taiwan. Transportation Research Part F: Traffic Psychology and Behaviour, 10(2), 109-122. https://doi.org/10.1016/j.trf.2006.08.001 Go to original source...
  2. Chang, L.-Y. (2005). Empirical Analysis of the Effectiveness of Mandated Motorcycle Helmet Use in Taiwan. Journal of the Eastern Asia Society for Transportation Studies, 6, 3629-3644. https://doi.org/10.11175/easts.6.3629 Go to original source...
  3. Chen, P.-L., Saleh, W., & Pai, C.-W. (2017). Texting and walking: A controlled field study of crossing behaviours and inattentional blindness in Taiwan. Behaviour & Information Technology, 36(4), 435-445. https://doi.org/10.1080/0144929X.2016.1240234 Go to original source...
  4. Chi, C.-F., Chen, P.-L., Saleh, W., Tsai, S.-H., & Pai, C.-W. (2019). Helmet non-use by users of bikeshare programs, electric bicycles, racing bicycles, and personal bicycles: An observational study in Taipei, Taiwan. International Journal of Sustainable Transportation, 13(2), 93-99. https://doi.org/10.1080/15568318.2018.1441470 Go to original source...
  5. Chung, Y., Song, T.-J., & Yoon, B.-J. (2014). Injury severity in delivery-motorcycle to vehicle crashes in the Seoul metropolitan area. Accident Analysis & Prevention, 62, 79-86. https://doi.org/10.1016/j.aap.2013.08.024 Go to original source...
  6. de Waard, D., Westerhuis, F., & Lewis-Evans, B. (2015). More screen operation than calling: The results of observing cyclists' behaviour while using mobile phones. Accident Analysis & Prevention, 76, 42-48. https://doi.org/10.1016/j.aap.2015.01.004 Go to original source...
  7. Dingus, T.A., Klauer, S.G., Neale, V.L., Petersen, A., Lee, S.E., Sudweeks, J.D., Perez, M.A., Hankey, J., Ramsey, D., Gupta, S., Bucher, C., Doerzaph, Z.R., Jermeland, J. & Knipling, R.R. (2006). The 100-car naturalistic driving study, Phase II-results of the 100-car field experiment (No. HS-810 593). Go to original source...
  8. Elliott, M. A., Baughan, C. J., & Sexton, B. F. (2007). Errors and violations in relation to motorcyclists' crash risk. Accident Analysis & Prevention, 39(3), 491-499. https://doi.org/10.1016/j.aap.2006.08.012 Go to original source...
  9. González-Iglesias, B., Gómez-Fraguela, J. A., & Luengo-Martín, M. Á. (2012). Driving anger and traffic violations: Gender differences. Transportation Research Part F: Traffic Psychology and Behaviour, 15(4), 404-412. https://doi.org/10.1016/j.trf.2012.03.002 Go to original source...
  10. Huemer, A. K., Gercek, S., & Vollrath, M. (2019). Secondary task engagement in German cyclists - An observational study. Safety Science, 120, 290-298. https://doi.org/10.1016/j.ssci.2019.07.016 Go to original source...
  11. Huemer, A. K., Schumacher, M., Mennecke, M., & Vollrath, M. (2018). Systematic review of observational studies on secondary task engagement while driving. Accident Analysis & Prevention, 119, 225-236. https://doi.org/10.1016/j.aap.2018.07.017 Go to original source...
  12. Huemer, A. K., & Vollrath, M. (2012). Ablenkung durch fahrfremde Tätigkeiten-Machbarkeitsstudie. https://opus4.hbz-nrw.de/opus45-bast/frontdoor/index/index/docId/350
  13. Huth, V., Sanchez, Y., & Brusque, C. (2015). Drivers' phone use at red traffic lights: A roadside observation study comparing calls and visual-manual interactions. Accident Analysis & Prevention, 74, 42-48. https://doi.org/10.1016/j.aap.2014.10.008 Go to original source...
  14. Jensupakarn, A., & Kanitpong, K. (2018). Influences of motorcycle rider and driver characteristics and road environment on red light running behavior at signalized intersections. Accident Analysis & Prevention, 113, 317-324. https://doi.org/10.1016/j.aap.2018.02.007 Go to original source...
  15. Lam, C., Wiratama, B. S., Chang, W.-H., Chen, P.-L., Chiu, W.-T., Saleh, W., & Pai, C.-W. (2020). Effect of motorcycle helmet types on head injuries: Evidence from eight level-I trauma centres in Taiwan. BMC Public Health, 20(1), 78. https://doi.org/10.1186/s12889-020-8191-1 Go to original source...
  16. Li, Q., Adetunji, O., Pham, C. V., Tran, N. T., Chan, E., & Bachani, A. M. (2020). Helmet use among motorcycle riders in Ho Chi Minh City, Vietnam: Results of a five-year repeated cross-sectional study. Accident Analysis & Prevention, 144, 105642. https://doi.org/10.1016/j.aap.2020.105642 Go to original source...
  17. Libby, D., & Chaparro, A. (2009). Text Messaging versus Talking on a Cell Phone: A Comparison of their Effects on Driving Performance. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 53(18), 1353-1357. https://doi.org/10.1177/154193120905301840 Go to original source...
  18. Ministry of Transportation and Communications. (2021a). Commonly Used Transportation Statistics. https://stat.motc.gov.tw/mocdb/stmain.jsp?sys=100&funid=defjsp
  19. Ministry of Transportation and Communications. (2021b). International Transportation Statistics. https://www.motc.gov.tw/en/home.jsp?id=2204∥entpath=0%2C154&mcustomize=statistics401.jsp
  20. Ministry of Transportation and Communications. (2021c). Motor Vehicle Registration. https://stat.motc.gov.tw/mocdb/stmain.jsp?sys=100&funid=e3301
  21. National Highway Traffic Safety Administration. (2021). Traffic Safety Facts. https://crashstats.nhtsa.dot.gov/Api/Public/ViewPublication/813112
  22. National Police Agency. (2021). Fatality Traffic Accidents: Causes. https://ba.npa.gov.tw/npa/stmain.jsp?sys=210&funid=q06010501&type=1
  23. Nguyen-Phuoc, D. Q., Tran, A. T. P., De Gruyter, C., Kim, I., & Su, D. N. (2019). Turn signal use among car drivers and motorcyclists at intersections: A case study of Da Nang, Vietnam. Accident Analysis & Prevention, 128, 25-31. https://doi.org/10.1016/j.aap.2019.03.012 Go to original source...
  24. Observation 3.0: Feldbeobachtung mit dem Tablet. (2018). Ingenieur- und Verkehrspsychologie, TU Braunschweig. https://www.tu-braunschweig.de/psychologie/verkehrspsychologie/software
  25. Onate-Vega, D., Oviedo-Trespalacios, O., & King, M. J. (2020). How drivers adapt their behaviour to changes in task complexity: The role of secondary task demands and road environment factors. Transportation Research Part F: Traffic Psychology and Behaviour, 71, 145-156. https://doi.org/10.1016/j.trf.2020.03.015 Go to original source...
  26. Oviedo-Trespalacios, O., & Scott-Parker, B. (2018). The sex disparity in risky driving: A survey of Colombian young drivers. Traffic Injury Prevention, 19(1), 9-17. https://doi.org/10.1080/15389588.2017.1333606 Go to original source...
  27. Pai, C.-W., Hsu, J.-J., Chang, J.-L., & Kuo, M.-S. (2013). Motorcyclists violating hook-turn area at intersections in Taiwan: An observational study. Accident Analysis & Prevention, 59, 1-8. https://doi.org/10.1016/j.aap.2013.04.034 Go to original source...
  28. Pai, C.-W., Lin, H.-Y., Tsai, S.-H., & Chen, P.-L. (2018). Comparison of traffic-injury related hospitalisation between bicyclists and motorcyclists in Taiwan. PLOS ONE, 13(1), e0191221. https://doi.org/10.1371/journal.pone.0191221 Go to original source...
  29. Paris, H., & Van den Broucke, S. (2008). Measuring cognitive determinants of speeding: An application of the theory of planned behaviour. Transportation Research Part F: Traffic Psychology and Behaviour, 11(3), 168-180. Go to original source...
  30. Papantoniou, P., Papadimitriou, E., & Yannis, G. (2017). Review of driving performance parameters critical for distracted driving research. Transportation Research Procedia, 25, 1796-1805. https://doi.org/10.1016/j.trpro.2017.05.148 Go to original source...
  31. Pérez-Núñez, R., Hidalgo-Solórzano, E., Vera-López, J. D., Lunnen, J. C., Chandran, A., Híjar, M., & Hyder, A. A. (2014). The Prevalence of Mobile Phone Use Among Motorcyclists in Three Mexican Cities. Traffic Injury Prevention, 15(2), 148-150. https://doi.org/10.1080/15389588.2013.802776 Go to original source...
  32. Phuksuksakul, N., Kanitpong, K., & Chantranuwathana, S. (2021). Factors affecting behavior of mobile phone use while driving and effect of mobile phone use on driving performance. Accident Analysis & Prevention, 151, 105945. https://doi.org/10.1016/j.aap.2020.105945 Go to original source...
  33. Porter, B. E., & Berry, T. D. (2001). A nationwide survey of self-reported red light running: Measuring prevalence, predictors, and perceived consequences. Accident Analysis & Prevention, 33(6), 735-741. https://doi.org/10.1016/S0001-4575(00)00087-7 Go to original source...
  34. R Core Team (2021). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/.
  35. Rusli, R., Oviedo-Trespalacios, O., & Abd Salam, S. A. (2020). Risky riding behaviours among motorcyclists in Malaysia: A roadside survey. Transportation Research Part F: Traffic Psychology and Behaviour, 74, 446-457. https://doi.org/10.1016/j.trf.2020.08.031 Go to original source...
  36. Thapa, R., Codjoe, J., Ishak, S., & McCarter, K. S. (2015). Post and During Event Effect of Cell Phone Talking and Texting on Driving Performance-A Driving Simulator Study. Traffic Injury Prevention, 16(5), 461-467. https://doi.org/10.1080/15389588.2014.969803 Go to original source...
  37. Truong, L. T., & Nguyen, H. T. T. (2019). Mobile phone related crashes among motorcycle taxi drivers. Accident Analysis & Prevention, 132, 105288. https://doi.org/10.1016/j.aap.2019.105288 Go to original source...
  38. Truong, L. T., Nguyen, H. T. T., & De Gruyter, C. (2016). Mobile phone use among motorcyclists and electric bike riders: A case study of Hanoi, Vietnam. Accident Analysis & Prevention, 91, 208-215. https://doi.org/10.1016/j.aap.2016.03.007 Go to original source...
  39. Truong, L. T., Nguyen, H. T. T., & Gruyter, C. D. (2019). Mobile phone use while riding a motorcycle and crashes among university students. Traffic Injury Prevention, 20(2), 204-210. https://doi.org/10.1080/15389588.2018.1546048 Go to original source...
  40. Victor, T., Bärgman, J., Boda, C.-N., Dozza, M., Engström, J., Flannagan, C., Lee, J.D. & Markkula, G. (2014). Analysis of Naturalistic Driving Study Data: Safer Glances, Driver Inattention, and Crash Risk. Trans-portation Research Board of the National Academics. Online: http://online- pubs.trb.org/onlinepubs/shrp2/SHRP2prepubS08ARe- port.pdf
  41. Vollrath, M., Huemer, A. K., Teller, C., Likhacheva, A., & Fricke, J. (2016). Do German drivers use their smartphones safely?-Not really! Accident Analysis & Prevention, 96, 29-38. https://doi.org/10.1016/j.aap.2016.06.003 Go to original source...
  42. Wiratama, B. S., Chen, P.-L., Ma, S.-T., Chen, Y.-H., Saleh, W., Lin, H.-A., & Pai, C.-W. (2020). Evaluating the combined effect of alcohol-involved and un-helmeted riding on motorcyclist fatalities in Taiwan. Accident Analysis & Prevention, 143, 105594. https://doi.org/10.1016/j.aap.2020.105594 Go to original source...
  43. Woo, T. H., & Lin, J. (2001). Influence of mobile phone use while driving: The experience in Taiwan. IATSS Research, 25(2), 15-19. https://doi.org/10.1016/S0386-1112(14)60066-2 Go to original source...
  44. Yagil, D. (1998). Gender and age-related differences in attitudes toward traffic laws and traffic violations. Transportation Research Part F: Traffic Psychology and Behaviour, 1(2), 123-135. https://doi.org/10.1016/S1369-8478(98)00010-2 Go to original source...
  45. Yang, C. Y. D., & Najm, W. G. (2007). Examining driver behavior using data gathered from red light photo enforcement cameras. Journal of Safety Research, 38(3), 311-321. https://doi.org/10.1016/j.jsr.2007.01.008 Go to original source...
  46. Young, R. (2017). Removing Biases from Crash Odds Ratio Estimates of Secondary Tasks: A New Analysis of the SHRP 2 Naturalistic Driving Study Data (No. 2017-01-1380). SAE Technical Paper. Go to original source...

This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits use, distribution, and reproduction in any medium, provided the original publication is properly cited. No use, distribution or reproduction is permitted which does not comply with these terms.