“…In a motorcycle-dominated traffic situation, motorcycles present non-lane-based movement characteristics, which have been found to be the major causes contributing to the crash risk for motorcyclists (Indriastuti and Sulistio, 2010;Long, 2012;Minh, 2007;Shiomi et al, 2013). In Vietnam, for example, crash data reveal that 'changing lanes improperly', 'failing to keep safe following gap' and 'failing to look properly' are the major causes of crashes involving motorcycles, accounting for 19·3%, 16% and 15·9% of crashes, respectively (DoT, 2013).…”