Measuring the Effect of Mental Workload on Risk Perception Using Eye Movement Techniques: A Review
Abstract:
With advancements in psychology and neuroscience, researchers have increasingly focused on the relationship between mental workload and risk perception. Mental workload can influence an individual's decision-making process when confronted with risk, and eye-tracking technology serves as an effective measurement tool that provides critical insights into individuals' attention allocation and mental workload. This paper aims to review relevant studies and explore how eye-tracking technology can be utilized to measure mental workload and its impact on risk perception.
Keywords:
Eye Movement Techniques, Mental Workload, Risk Perception, Attention Allocation
APA Citation:
Jiaxin Jiang (2025). Measuring the Effect of Mental Workload on Risk Perception Using Eye Movement Techniques: A Review. International Journal of Social Sciences and Public Administration, 6(3), 17-21. https://doi.org/10.62051/ijsspa.v6n3.03
References
- Julie P ,Edith G ,Catherine B .Mental workload and driving.[J].Frontiers in psychology,2014,51344.
- Galy E ,Cariou M ,Mélan C .What is the relationship between mental workload factors and cognitive load types?[J].International Journal of Psychophysiology,2012,83(3):269-275.
- Hajra A ,H M S ,Nabeel M , et al.Eye-tracking technology in medical education: A systematic review.[J].Medical teacher,2018,40(1):62-69.
- Skulmowski A ,Xu M K .Understanding Cognitive Load in Digital and Online Learning: a New Perspective on Extraneous Cognitive Load[J].Educational Psychology Review,2021,34(1):1-26.
- Pierre B ,Sophie B ,Sophie P , et al.Time and cognitive load in working memory.[J].Journal of experimental psychology. Learning, memory, and cognition,2007,33(3):570-85.
- Mehta R K ,Raja P .Effects of mental fatigue on the development of physical fatigue: a neuroergonomic approach.[J].Human factors,2014,56(4):645-56.
- Kahneman D ,Tversky A .Prospective Theory: An analysis of decision under risk[J].Estudios de Psicología,2014, 8(29-30):29-124.
- Slovic, P. Perception of risk [J]. Science, 1987(236): 280-285.
- Peter F ,Ming-Chien S ,V E J J .Toward an understanding of the influence of cultural background and domain experience on the effects of risk-pricing formats on risk perception.[J].Risk analysis : an official publication of the Society for Risk Analysis,2014,34(10):1846-69.
- Wilbanks Bryan A.,Aroke E,and Dudding K M.."Using Eye Tracking for Measuring Cognitive Workload During Clinical Simulations: Literature Review and Synthesis."CIN: Computers, Informatics, Nursing 39.9(2021):499-507.
- Gorin H ,Patel J ,Qiu Q , et al.A Review of the Use of Gaze and Pupil Metrics to Assess Mental Workload in Gamified and Simulated Sensorimotor Tasks[J].Sensors,2024,24(6):
- Wanwan H ,Han Z ,Yu C , et al.DRCM: a disentangled representation network based on coordinate and multimodal attention for medical image fusion[J].Frontiers in Physiology,2023,141241370-1241370.
- Dominic B ,Manfred B .Influence of Increasing Task Complexity and Use of Informational Assistance Systems on Mental Workload[J].Brain Sciences,2021,11(1):102-102.
- Tanya B ,Paulin J H .Mental fatigue measurement using eye metrics: A systematic literature review[J]. Psychophysiology,2021,58(6):e13828-e13828.
- Murata A ,Iwase H .Evaluation of Mental Workload by Variability of Pupil Area[J].IEICE transactions on information and systems,2000,E83-D(5):1187-1190.
- Wang Y X ,Zhuang D ,Lin Y , et al.Influence of mental workload on detecting information varieties revealed by mismatch negativity during flight simulation[J].International Journal of Industrial Ergonomics,2018,641-7.
- Hasanzadeh S ,Esmaeili B ,Dodd D M .Examining the Relationship between Construction Workers’ Visual Attention and Situation Awareness under Fall and Tripping Hazard Conditions: Using Mobile Eye Tracking[J].Journal of Construction Engineering and Management,2018,144(7):
- Peter K ,Niklas W ,C. T K , et al.Eye movements as a window to cognitive processes[J].JOURNAL OF EYE MOVEMENT RESEARCH,2016,9(5):
- Dina K ,Marie N M .Eye Tracking to Evaluate the Effects of Interruptions and Workload in a Complex Task[J].Human Factors: The Journal of Human Factors and Ergonomics Society,2022,64(7):1168-1180.
- Chen S ,Epps J .Using Task-Induced Pupil Diameter and Blink Rate to Infer Cognitive Load[J].Human–Computer Interaction,2014,29(4):390-413.