Title :
Creating a composite road safety performance index by a hierarchical fuzzy TOPSIS approach
Author :
Bao, Qiong ; Ruan, Da ; Shen, Yongjun ; Hermans, Elke
Author_Institution :
Transp. Res. Inst. (IMOB), Hasselt Univ., Diepenbeek, Belgium
Abstract :
With the increasing public awareness of the complexity of road safety phenomenon, much more detailed aspects of crash and injury causation rather than only crash data (e.g., the number of road fatalities) are extensively investigated in the current road safety research. Safety performance indicators (SPIs), which are causally related to the number of crashes or to the injury consequences of a crash, are thus rapidly developed and increasingly used. Furthermore, to measure the multi-dimensional concept of road safety which cannot be captured by a single indicator, the exploration of a composite road safety performance index is attractive and desirable. This study proposes a hierarchical fuzzy TOPSIS method to combine the multilayer SPIs into one overall index by incorporating experts´ opinions. Using the number of road fatalities per million inhabitants as a relevant point of reference, the proposed method has proven valuable as an alternative way in creating a composite road safety performance index for a set of European countries. Meanwhile, it effectively handles experts´ linguistic expressions instead of crisp values and takes the layered hierarchy of the indicators into account which is seldom considered in the current index research.
Keywords :
decision making; fuzzy set theory; hierarchical systems; performance index; road safety; European country; composite road safety performance index; crash data; expert linguistic expression; hierarchical fuzzy TOPSIS approach; injury causation; multilayer SPI; public awareness; safety performance indicator; Computer crashes; Indexes; Pragmatics; Road safety; Safety; Vehicles; TOPSIS; composite index; fuzzy set theory; hierarchical structure; multi-criteria decision making; road safety performance indicators;
Conference_Titel :
Intelligent Systems and Knowledge Engineering (ISKE), 2010 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-6791-4
DOI :
10.1109/ISKE.2010.5680828