Commonly Used Assessment Method to Evaluate Mental Workload for Multiple Driving Distractions: A Systematic Review

Khamis, NK (通讯作者),Univ Kebangsaan Malaysia, Fac Engn & Built Environm, Dept Mech & Mfg Engn, Bangi, Malaysia.
2022-3
Background: We aimed to find the commonly used assessments to evaluate driver's mental workload and its relationship with driving distraction. Methods: Academic articles such as journals, books, reports and conference papers that are related to workload measurements methods used in identifying mental workload among drivers that are dated from Jan 2015 to Apr 2020 were used in this paper. Then, PRISMA checklist and flow diagram are being applied. Results: The few commonly used assessments in evaluating mental workload among drivers are Karolinska Sleepiness Scale (KSS), NASA TLX, Electroencephalogram (EEG), Heart Rate (HR), eye tracking and driving performance. Moreover, different types of driving distractions show to affect the driver's mental workload in one way or another when being evaluated using these assessments. Conclusion: The finding of this study can be used to find the gap for future research in vehicle safety by using multimodal monitoring of different types of assessments to increase the validity and robustness in driving assessment.
IRANIAN JOURNAL OF PUBLIC HEALTH
卷号:51|期号:3|页码:482-494
ISSN:2251-6085|收录类别:SCIE
语种
英语
来源机构
Universiti Kebangsaan Malaysia; Universiti Sains Islam Malaysia
资助信息
Authors would like to acknowledge Universiti Kebangsaan Malaysia and Ministry of Higher Education of Malaysia for financial support under Fundamental Research Grant Scheme (FRGS/1/2018/TK03/UKM/03/2).
被引频次(WOS)
0
被引频次(其他)
0
180天使用计数
30
2013以来使用计数
42
EISSN
2251-6093
出版年
2022-3
WOS学科分类
Public, Environmental & Occupational Health
学科领域
循证公共卫生
关键词
Mental workload Fatigue Driving distraction Electroencephalogram (EEG) Heart rate
资助机构
Universiti Kebangsaan Malaysia Ministry of Higher Education of Malaysia(Ministry of Education, Malaysia)