Location and time-period can highly be correlated with traffic accidents types. In this study, 287983 traffic accidents that happened in 2013, 2014, 2016, and 2017 were collected from General Traffic Department of Kuwait. The collected traffic accidents occurred in four- governorates that included Kuwait-City, Hawally, Al Farwaniya, and Al Ahmadi as those governorates had the highest rate of traffic accidents. The types of traffic accidents that were included in the collected data were crashes, run-over, and rollover accidents. Afterward, the location and the year where and when the accident occurred were chosen to be the independent variable and the dependent variable was the type of accident. Then, a multinomial logit regression model was applied to identify the significant independent variable and the correlations between predictors and the dependent variable. The results showed that both location and time were significant variables that influence the occurring of certain types of accidents. According to the model results, rollover accidents had higher odds of happening in Al Ahmadi governorate. While for the time-period, 2017 was found to have a higher probability of run-over accidents occurring.