The Analysis of Differentiation of Driving Behavior towards Violations and Accidents based on Demographics Aspect at Lombok Island – West Nusa Tenggara

Authors

I Wayan Suteja , I A O Suwati Sideman , I Gde Putu Warka

DOI:

10.29303/jppipa.v9i2.3318

Published:

2023-02-28

Issue:

Vol. 9 No. 2 (2023): February

Keywords:

College Student Rider, Driving Behavior Model, Gender, Student Motorcycle Rider

Research Articles

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How to Cite

Suteja, I. W. ., Sideman, I. A. O. S. ., & Warka, I. G. P. . (2023). The Analysis of Differentiation of Driving Behavior towards Violations and Accidents based on Demographics Aspect at Lombok Island – West Nusa Tenggara. Jurnal Penelitian Pendidikan IPA, 9(2), 998–1003. https://doi.org/10.29303/jppipa.v9i2.3318

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Abstract

Based on the accident data’s, which recorded that 2016 until 2019, there were everage 225 traffic accidents involving students and college student riders. From these accident data’s, was found that the male rider dominated traffic accidents than female rider. This study aims to determine how a simple model can be done based on difference a demographic aspect such as differences of gender influences, differences of economic and social aspect on the driving behavior of student and college students on traffic accidents in Mataram City. The Structural Equation Modeling (SEM) method, with the help of the AMOS program was used in this study. The number of respondents in this study were 792 people, consisting of 391 students and 391 college students. The model in this study consisted of 3 variables, namely behavior, violations and accidents. Driving behavior has a significant effect on traffic violations with a probability value (P) = 0.000 (<0.001), and a testing value of C.R> 1.64. The size of the estimated value in the student group shows that the effect of behavior on violations in male student rider is 30.08% stronger than that of female rider. And the effect of behavior on violations among female students is 0.8% stronger than college students. Traffic violations have a significant effect on traffic accidents with a probability value of 0.000 (<0.01), and a test value of C.R> 1.96. Traffic violations on male students have an effect on accidents by 0.992, 50.1% stronger than female students. The effect of traffic violations on student rider on accidents is 2.44% stronger than female student rider. Gender differences have a significant effect on driving behavior based on the probability value (P) = 0.000 (<0.001). On the otherhand, the results of the analysis show that the driving behavior model of the community on the Mataram City based on the review of the economic and social aspects shows a model with a variety of patterns where the GRDP review follows the Polynomial model, based on the number of cityzen population, the tendency of the Exponential model and the review of the gender probability aspect follows the Logarithmic model pattern

References

Czaja, S. J., Boot, W. R., Charness, N., & Rogers, W. A. (2019). Designing for older adults: Principles and creative human factors approaches. CRC press.

Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., Ray, S., ... & Ray, S. (2021). An introduction to structural equation modeling. Partial least squares structural equation modeling (PLS-SEM) using R: a workbook, 1-29.

Han, W., & Zhao, J. (2020). Driver behaviour and traffic accident involvement among professional urban bus drivers in China. Transportation research part F: traffic psychology and behaviour, 74, 184-197. https://doi.org/10.1016/j.trf.2020.08.007

Hoff, K. A., & Bashir, M. (2015). Trust in automation: Integrating empirical evidence on factors that influence trust. Human factors, 57(3), 407-434. https://doi.org/10.1177/0018720814547570

Karyawan, I. (2021). A simple model of the influence of gender on the driving behavior of students motorcycle riders on traffic violations and accidents in a Mataram city using a structural equation model. 1(2), 622-632. Retrieved from https://procceding.unram.ac.id/index.php/icst/article/view/145

Katrakazas, C., Michelaraki, E., Sekadakis, M., & Yannis, G. (2020). A descriptive analysis of the effect of the COVID-19 pandemic on driving behavior and road safety. Transportation research interdisciplinary perspectives, 7, 100186. https://doi.org/10.1016/j.trip.2020.100186

Maghelal, P. K., Lara, J. C. F., Goonetilleke, R. S., & Luximon, A. (2023). Determinants of self-efficacy of driving behavior among young adults in the UAE: Impact of gender, culture, and varying environmental conditions in a simulated environment. Heliyon, 9(3). https://doi.org/10.1016/j.heliyon.2023.e13993

Montoro, L., Useche, S., Alonso, F., & Cendales, B. (2018). Work environment, stress, and driving anger: A structural equation model for predicting traffic sanctions of public transport drivers. International journal of environmental research and public health, 15(3), 497. https://doi.org/10.3390/ijerph15030497

Riaz, F., Khadim, S., Rauf, R., Ahmad, M., Jabbar, S., & Chaudhry, J. (2018). A validated fuzzy logic inspired driver distraction evaluation system for road safety using artificial human driver emotion. Computer Networks, 143, 62-73. https://doi.org/10.1016/j.comnet.2018.06.007

Sagberg, F., Selpi, Bianchi Piccinini, G. F., & Engström, J. (2015). A review of research on driving styles and road safety. Human factors, 57(7), 1248-1275. https://doi.org/10.1177/0018720815591313

Sugiyono, D. (2010). Memahami penelitian kualitatif.

Suteja, I. W., Holman, M., Wedagama, D. P., & Suthanaya, P. A. (2018). The influence of age and gender of student motorcycle riders on traffic violations and accidents using a structural equation model. In MATEC Web of Conferences (Vol. 195, p. 04015). EDP Sciences. https://doi.org/10.1051/matecconf/201819504015

Useche, S. A., & Llamazares, F. J. (2022). The guilty, the unlucky, or the unaware? Assessing self-reported behavioral contributors and attributions on pedestrian crashes through structural equation modeling and mixed methods. Journal of safety research, 82, 329-341. https://doi.org/10.1016/j.jsr.2022.06.009

Yang, L., Li, X., Guan, W., & Jiang, S. (2022). Assessing the relationship between driving skill, driving behavior and driving aggressiveness. Journal of Transportation Safety & Security, 14(5), 737-753. https://doi.org/10.1080/19439962.2020.1812785

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