Assessment of Risk-Taking Behaviour of Young Motorcyclists at Un-Signalised Intersections – A Partial Least Square Structural Equation Modelling Approach

  • Hafiz ABDUL BASIT International Islamic University, Islamabad, Pakistan
  • Afaq KHATTAK Tongji University, Shanghai, China
  • Qalab ABBAS International Islamic University, Islamabad, Pakistan
  • Sardar ARSALAN ABBAS International Islamic University, Islamabad, Pakistan
  • Arshad HUSSAIN National University of Sciences and Technology, Islamabad, Pakistan
Keywords: motorcyclists, risk taking behaviour, PLS-SEM, un-signalised intersection


At un-signalised at-grade intersections or roundabouts, motorcyclists have to make a quick decision to manoeuvre and avoid crash. Many studies show that risk-taking behaviour is the major cause of accidents in young motorcyclists. In this study, we analysed various factors that are involved in the risk-taking behaviour of young motorcyclists at un-signalised intersections. Online questionnaires were distributed among university and college students in Islamabad and Rawalpindi. The data of 490 respondents were collected to test the research model. Partial least square structural equation modelling approach was used to evaluate the measurement model, structural model and importance-performance map analysis. In this study, we assumed that risk-taking behaviour of young motorcyclists at un-signalised intersections could be influenced by several factors, i.e., demographic, past crash involvement, and peer influence. The results revealed that past crash involvement, confidence level, and peer influence were the significant factors that affect the risk-taking behaviour. Peer influence has the highest effect on the risk-taking behaviour. The person whose friends encourage them to take risk and accept challenges is more likely to exhibit the risk-taking behaviour. Those people who are more confident while riding a motorcycle are more likely to take risks.


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How to Cite
ABDUL BASIT H, KHATTAK A, ABBAS Q, ARSALAN ABBAS S, HUSSAIN A. Assessment of Risk-Taking Behaviour of Young Motorcyclists at Un-Signalised Intersections – A Partial Least Square Structural Equation Modelling Approach. Promet [Internet]. 2022Feb.18 [cited 2022Aug.11];34(1):135-47. Available from: