“…Although there have been some studies in other countries correlating environmental and personal variables to accidents the methods used are descriptive in nature. Studies done in Thailand (Stephan et al, 2011), Vietnam (Hsu et al, 2003), Taiwan (Chang and Yeh, 2007), Malaysia (Hsu et al, 2003), Germany (Wick et al, 1998), Denmark (Barsi et al, 2002) and France (Moskal et al, 2012) only showed descriptive statistics of the variables considered and did not seek to determine which of them are significant predictors of accident. Prediction models developed in Indonesia (Indriastuti and Sulistio, 2010), and Iran (Majdzadeh et al, 2008) considered accident prediction but the variables included are very limited.…”