A Comprehensive Review on the Behaviour of Motorcyclists: Motivations, Issues, Challenges, Substantial Analysis and Recommendations
car use; information and communication technology; public transport; traffic management; transportation safety; driving ability; experimental study; filtration; human; human experiment; motivation; motorcyclist; questionnaire; review; ScienceDirect; Scopus; sociology; systematic review; taxonomy; We...
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2023
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my.uniten.dspace-269452023-05-29T17:38:03Z A Comprehensive Review on the Behaviour of Motorcyclists: Motivations, Issues, Challenges, Substantial Analysis and Recommendations Abdulwahid S.N. Mahmoud M.A. Zaidan B.B. Alamoodi A.H. Garfan S. Talal M. Zaidan A.A. 57361650900 55247787300 35070872100 57205435311 57213826607 57940579400 35070838500 car use; information and communication technology; public transport; traffic management; transportation safety; driving ability; experimental study; filtration; human; human experiment; motivation; motorcyclist; questionnaire; review; ScienceDirect; Scopus; sociology; systematic review; taxonomy; Web of Science; car driving; Automobile Driving; Motivation With the continuous emergence of new technologies and the adaptation of smart systems in transportation, motorcyclist driving behaviour plays an important role in the transition towards intelligent transportation systems (ITS). Studying motorcyclist driving behaviour requires accurate models with accurate and complete datasets for better road safety and traffic management. As accuracy is needed in modelling, motorcyclist driving behaviour analyses can be performed using sensors that collect driving behaviour characteristics during real-time experiments. This review article systematically investigates the literature on motorcyclist driving behaviour to present many findings related to the issues, problems, challenges, and research gaps that have existed over the last 10 years (2011�2021). A number of digital databases (i.e., IEEE Xplore�, ScienceDirect, Scopus, and Web of Science) were searched and explored to collect reliable peer-reviewed articles. Out of the 2214 collected articles, only 174 articles formed the final set of articles used in the analysis of the motorcyclist research area. The filtration process consisted of two stages that were implemented on the collected articles. Inclusion criteria were the core of the first stage of the filtration process keeping articles only if they were a study or review written in English or were articles that mainly incorporated the driving style of motorcyclists. The second phase of the filtration process is based on more rules for article inclusion. The criteria of inclusion for the second phase of filtration examined the deployment of motorcyclist driver behaviour characterisation procedures using a real-time-based data acquisition system (DAS) or a questionnaire. The final number of articles was divided into three main groups: reviews (7/174), experimental studies (41/174), and social studies-based articles (126/174). This taxonomy of the literature was developed to group the literature into articles with similar types of experimental conditions. Recommendation topics are also presented to enable and enhance the pace of the development in this research area. Research gaps are presented by implementing a substantial analysis of the previously proposed methodologies. The analysis mainly identified the gaps in the development of data acquisition systems, model accuracy, and data types incorporated in the proposed models. Finally, research directions towards ITS are provided by exploring key topics necessary in the advancement of this research area. � 2022 by the authors. Licensee MDPI, Basel, Switzerland. Final 2023-05-29T09:38:03Z 2023-05-29T09:38:03Z 2022 Review 10.3390/ijerph19063552 2-s2.0-85126445333 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85126445333&doi=10.3390%2fijerph19063552&partnerID=40&md5=5ae7cb0fa8cff510a182a130710d255a https://irepository.uniten.edu.my/handle/123456789/26945 19 6 3552 All Open Access, Gold, Green MDPI Scopus |
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car use; information and communication technology; public transport; traffic management; transportation safety; driving ability; experimental study; filtration; human; human experiment; motivation; motorcyclist; questionnaire; review; ScienceDirect; Scopus; sociology; systematic review; taxonomy; Web of Science; car driving; Automobile Driving; Motivation |
| author2 |
57361650900 |
| author_facet |
57361650900 Abdulwahid S.N. Mahmoud M.A. Zaidan B.B. Alamoodi A.H. Garfan S. Talal M. Zaidan A.A. |
| format |
Review |
| author |
Abdulwahid S.N. Mahmoud M.A. Zaidan B.B. Alamoodi A.H. Garfan S. Talal M. Zaidan A.A. |
| spellingShingle |
Abdulwahid S.N. Mahmoud M.A. Zaidan B.B. Alamoodi A.H. Garfan S. Talal M. Zaidan A.A. A Comprehensive Review on the Behaviour of Motorcyclists: Motivations, Issues, Challenges, Substantial Analysis and Recommendations |
| author_sort |
Abdulwahid S.N. |
| title |
A Comprehensive Review on the Behaviour of Motorcyclists: Motivations, Issues, Challenges, Substantial Analysis and Recommendations |
| title_short |
A Comprehensive Review on the Behaviour of Motorcyclists: Motivations, Issues, Challenges, Substantial Analysis and Recommendations |
| title_full |
A Comprehensive Review on the Behaviour of Motorcyclists: Motivations, Issues, Challenges, Substantial Analysis and Recommendations |
| title_fullStr |
A Comprehensive Review on the Behaviour of Motorcyclists: Motivations, Issues, Challenges, Substantial Analysis and Recommendations |
| title_full_unstemmed |
A Comprehensive Review on the Behaviour of Motorcyclists: Motivations, Issues, Challenges, Substantial Analysis and Recommendations |
| title_sort |
comprehensive review on the behaviour of motorcyclists: motivations, issues, challenges, substantial analysis and recommendations |
| publisher |
MDPI |
| publishDate |
2023 |
| _version_ |
1806427987283804160 |
| score |
13.18916 |