“…On the other hand, further analysis of the results reveals no relationship between lane width and changes in the frequency of total crashes (r = 0.159, p = 0.478), between lane width and changes in the frequency of serious crashes (r = −0.114, p = 0.612), between shoulder width and changes in the frequency of total crashes (r = 0.175, p = 0.436), and between shoulder width and changes in the frequency of serious crashes (r = 0.004, p = 0.987). These results are in contrast with those obtained in previous studies [32,33] that found a relationship between width values and crash occurrences. The results of this study may be due to small changes in the lane and shoulder widths for the sites included in this study.…”