The Perception of Domestic Tourists Riding Motorcycle in Bali on Traffic Safety

Agus Ariawan, Priyantha Wedagama


This study aims to model and analyse the perceptions of domestic tourists riding motorcycle on traffic safety using Bali Province in Indonesia as the case study area. Structural Equation Model was constructed to examine the causal relationship among the motorcyclists’ characteristics, perceptions and attitudes. Young domestic tourist riding motorcycle were found to be less likely to involve in cornering and speeding than the older ones. In addition, the level of education has been found insignificant to influence domestic tourists becoming more aware of traffic safety riding motorcycles. Meanwhile, motorcyclists scoring high on aggressive riding are considered to be more likely to interact with risky riding such as speeding and cornering. In addition, speeding has been considered as a significant contributing factor in traffic accidents and casualties. In a response this study finding, further studies and some initiatives are suggested to increase road safety particularly motorcycle traffic safety in Bali.


Domestic Tourist, Motorcycle, Perception, Traffic Safety

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Ajzen, I., 1991, The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50, pp. 179-211.

Akaateba, M.A. and Amoh-Gyimah, R., 2013, Driver Attitude towards Traffic Safety Violations and Risk Taking Behaviour in Kumasi: the Gender and Age Dimension. International Journal for Traffic and Transport Engineering, 3(4), pp. 479 – 494.

Borhan, M.N., Ibrahim, A.N.H., Aziz, A. and Yazid, M.R.M., 2018, The Relationship between the Demographic, Personal, and Social Factors of Malaysian Motorcyclists and Risk Taking Behavior at Signalized Intersections. Accident Analysis and Prevention, 121, pp. 94-100.

Chakrabarty, N., Gupta, K. and Bhatnagar, A., 2013, A Survey on Awareness of Traffic Safety among Drivers in Delhi, India. The Standard International Journals (SIJ) Transactions on Industrial, Financial & Business Management (IFBM), 1(2), pp. 106-110.

Chung, Y. and Song, T.J., 2018, Safety Analysis of Motorcycle Crashes in Seoul Metropolitan Area, South Korea: An Application of Nonlinear Optimal Scaling Methods, International Journal of Environment Research Public Health, 15(12), 2702

Duong, H.T. and Parker, L., 2018, Going with the Flow: Young Motorcyclists’ Misperceived Norms and Motorcycle Speeding Behaviour. Journal of Social Marketing, (8)3, 314-332.

Fyhri, A. and Backer-Grøndahl, A., 2012, Personality and Risk Perception in Transport, Accident Analysis and Prevention, 49, pp. 470– 475.

Hair, J.F., Black, W.C., Babin, B.J. and Anderson, R.E., 2010, Multivariate Data Analysis 7th Edition. Pearson Prentice Hall, New York.

Hassan, H.M. and Abdel-Aty, M.A., 2013, Exploring the Safety Implications of Young Drivers’ Behavior, Atitudes and Perception. Accident Analysis and Prevention, 50, pp. 361– 370.

Hooper, D., Coughlan, J., and Mullen, M., 2008, Structural Equation Modelling: Guidelines for Determining Model Fit. Electronic Journal of Business Research Methods, Vol. 6. No. 1, pp. 53-60.

Joewono, T.B., Vandebona, U. and Susilo, Y.O., 2015, Behavioural Causes and Categories of Traffic Violations by Motorcyclists in Indonesian Urban Roads. Journal of Transport Safety and Security, 7(2), pp. 174-197.

Kaplan, S., Bortei-Doku, S. and Prato, C.G., 2018, The Relation between the Perception of Safe Traffic and the Comprehension of Road Signs in Conditions of Ambiguous and Redundant Information. Transportation Research Part F, 55, pp. 415-425

Lai, S.F., 2011, The Accident Risk Measuring Model for Urban Arterials, Paper presented at the 3rd International Conference on Road Safety and Simulation, Indianapolis, USA, September 14-16.

Loo, L.Y.L., Corcoran, J., Mateo-Babiano, D. and Zahnow, R.,2015, Transport Mode Choice in South East Asia: Investigating the Relationship between Transport Users’s Perception and Travel Behaviour in Johor Bahru, Malaysia. Journal of Transport Geography, 46, pp. 99-111.

Nutsugbodo, R.Y., Amenumey, E.K. and Mensah, C.A., 2018, Public Transport Mode Preferences of International Tourists in Ghana: Implications for Transport Planning. Travel Behaviour and Society, 11, pp. 1–8.

Rowden, P., Watson, B., Wishart, D. and Schonfeld, C., 2009, Changing Motorcycle Rider Safety Attitudes and Motives for Risk Taking : Process Evaluation of A Rider Training Intervention. In Proceedings of the 2009 Australasian Road Safety Research, Policing and Education Conference : Smarter, Safer Directions, Sydney Convention and Exhibition Centre, Sydney, New South Wales.

Statistics of Bali Province., 2018, Bali in Figures. Bali Provincial Government.

Steg, L., and Brussel, A., 2009, Accidents, Aberrant Behaviours, and Speeding of Young Moped Riders. Transportation Research Part F, 12, pp. 503–511.

Susilo, Y.O., Joewono, T.B. and Vandebona, U., 2015, Reasons Underlying Behaviour of Motorcyclists Disregarding Traffic Regulations in Urban Areas of Indonesia. Accident Analysis and Prevention, 75, pp. 272-284.

Tunnicliff, D.J., 2006., Pshycosocial Factors Contributing to Motorcyclists’ Intended Riding Style: an Application of An Extended Version of the Theory of Planned Behaviour. In: Unpublished Master Thesis, Centre for Accident Research and Road Safety, School of Psychology and Counselling, Queensland University of Technology, Australia

Ulleberg, P. and Rundmo, T., 2003, Personality, Attitudes and Risk Perception as Predictors of Risky Driving Behaviour among Young Drivers. Safety Science, 41, pp. 427–443.

Waseem, M., Anwaar, A. and Saeed, T.U., 2019, Factors Affecting Motorcyclists’ Injury Severities: An Empirical Assessment using Random Parameters Logit Model with Heterogeneity in Means and Variances, Accident Analysis & Prevention, Vol. 123, pp 12-1

Watson, B., Tunnicliff, D. J., White, K.M., Schonfeld, C. and Wishart, D., 2007, Psychological and Social Factors Influencing Motorcycle Rider Intentions and Behaviour. Australian Transport Safety Bureau, Canberra, ACT.

Wedagama, D.M.P., 2017, The Influence of Motorcyclists’ Attitudes on Traffic Accidents and Offences. Jurnal Teknik Sipil ITB, 24(2), pp. 117-124.

World Health Organization., 2015, Global Status Report on Road Safety 2015. World Health Organization, Geneva, 301pp.



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