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Analyzing the Importance of Driver Behavior Criteria Related to Road Safety for Different Driving Cultures
Driver behavior has been considered as the most critical and uncertain criteria in the study of traffic safety issues. Driver behavior identification and categorization by using the Fuzzy Analytic Hierarchy Process (FAHP) can overcome the uncertainty of driver behavior by capturing the ambiguity of...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7143796/ https://www.ncbi.nlm.nih.gov/pubmed/32183323 http://dx.doi.org/10.3390/ijerph17061893 |
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author | Farooq, Danish Moslem, Sarbast Faisal Tufail, Rana Ghorbanzadeh, Omid Duleba, Szabolcs Maqsoom, Ahsen Blaschke, Thomas |
author_facet | Farooq, Danish Moslem, Sarbast Faisal Tufail, Rana Ghorbanzadeh, Omid Duleba, Szabolcs Maqsoom, Ahsen Blaschke, Thomas |
author_sort | Farooq, Danish |
collection | PubMed |
description | Driver behavior has been considered as the most critical and uncertain criteria in the study of traffic safety issues. Driver behavior identification and categorization by using the Fuzzy Analytic Hierarchy Process (FAHP) can overcome the uncertainty of driver behavior by capturing the ambiguity of driver thinking style. The main goal of this paper is to examine the significant driver behavior criteria that influence traffic safety for different traffic cultures such as Hungary, Turkey, Pakistan and China. The study utilized the FAHP framework to compare and quantify the driver behavior criteria designed on a three-level hierarchical structure. The FAHP procedure computed the weight factors and ranked the significant driver behavior criteria based on pairwise comparisons (PCs) of driver’s responses on the Driver Behavior Questionnaire (DBQ). The study results observed “violations” as the most significant driver behavior criteria for level 1 by all nominated regions except Hungary. While for level 2, “aggressive violations” is observed as the most significant driver behavior criteria by all regions except Turkey. Moreover, for level 3, Hungary and Turkey drivers evaluated the “drive with alcohol use” as the most significant driver behavior criteria. While Pakistan and China drivers evaluated the “fail to yield pedestrian” as the most significant driver behavior criteria. Finally, Kendall’s agreement test was performed to measure the agreement degree between observed groups for each level in a hierarchical structure. The methodology applied can be easily transferable to other study areas and our results in this study can be helpful for the drivers of each region to focus on highlighted significant driver behavior criteria to reduce fatal and seriously injured traffic accidents. |
format | Online Article Text |
id | pubmed-7143796 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-71437962020-04-14 Analyzing the Importance of Driver Behavior Criteria Related to Road Safety for Different Driving Cultures Farooq, Danish Moslem, Sarbast Faisal Tufail, Rana Ghorbanzadeh, Omid Duleba, Szabolcs Maqsoom, Ahsen Blaschke, Thomas Int J Environ Res Public Health Article Driver behavior has been considered as the most critical and uncertain criteria in the study of traffic safety issues. Driver behavior identification and categorization by using the Fuzzy Analytic Hierarchy Process (FAHP) can overcome the uncertainty of driver behavior by capturing the ambiguity of driver thinking style. The main goal of this paper is to examine the significant driver behavior criteria that influence traffic safety for different traffic cultures such as Hungary, Turkey, Pakistan and China. The study utilized the FAHP framework to compare and quantify the driver behavior criteria designed on a three-level hierarchical structure. The FAHP procedure computed the weight factors and ranked the significant driver behavior criteria based on pairwise comparisons (PCs) of driver’s responses on the Driver Behavior Questionnaire (DBQ). The study results observed “violations” as the most significant driver behavior criteria for level 1 by all nominated regions except Hungary. While for level 2, “aggressive violations” is observed as the most significant driver behavior criteria by all regions except Turkey. Moreover, for level 3, Hungary and Turkey drivers evaluated the “drive with alcohol use” as the most significant driver behavior criteria. While Pakistan and China drivers evaluated the “fail to yield pedestrian” as the most significant driver behavior criteria. Finally, Kendall’s agreement test was performed to measure the agreement degree between observed groups for each level in a hierarchical structure. The methodology applied can be easily transferable to other study areas and our results in this study can be helpful for the drivers of each region to focus on highlighted significant driver behavior criteria to reduce fatal and seriously injured traffic accidents. MDPI 2020-03-14 2020-03 /pmc/articles/PMC7143796/ /pubmed/32183323 http://dx.doi.org/10.3390/ijerph17061893 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Farooq, Danish Moslem, Sarbast Faisal Tufail, Rana Ghorbanzadeh, Omid Duleba, Szabolcs Maqsoom, Ahsen Blaschke, Thomas Analyzing the Importance of Driver Behavior Criteria Related to Road Safety for Different Driving Cultures |
title | Analyzing the Importance of Driver Behavior Criteria Related to Road Safety for Different Driving Cultures |
title_full | Analyzing the Importance of Driver Behavior Criteria Related to Road Safety for Different Driving Cultures |
title_fullStr | Analyzing the Importance of Driver Behavior Criteria Related to Road Safety for Different Driving Cultures |
title_full_unstemmed | Analyzing the Importance of Driver Behavior Criteria Related to Road Safety for Different Driving Cultures |
title_short | Analyzing the Importance of Driver Behavior Criteria Related to Road Safety for Different Driving Cultures |
title_sort | analyzing the importance of driver behavior criteria related to road safety for different driving cultures |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7143796/ https://www.ncbi.nlm.nih.gov/pubmed/32183323 http://dx.doi.org/10.3390/ijerph17061893 |
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