Title :
The Relation between Observers´ Psychophysiological Conditions and Human Errors during Monitoring Task
Author :
Imanishi, Akira ; Oyama-Higa, Mayumi
Author_Institution :
Kwansei Gakuin Univ., Nishinomiya
Abstract :
In this research, we investigated the relation between observers´ psychophysiological conditions and human errors made in the task of monitoring electrocardiogram (ECG) wave pattern changes. The number of errors and fingertip volume pulse waves were recorded during the task. Chaos analysis was applied to the fingertip volume pulse waves to calculate the largest Lyapunov exponents. The number of diagnostic errors of judgment and operation errors was treated as human errors. We found significant negative correlation between the largest Lyapunov exponents and human errors. The results showed that when the largest Lyapunov exponents were low, the observers made mistakes.
Keywords :
Lyapunov methods; chaos; correlation methods; electrocardiography; medical signal processing; patient monitoring; psychology; Lyapunov exponent; chaos analysis; diagnostic error; electrocardiogram wave monitoring; human error; observer psychophysiological condition; Chaos; Chaotic communication; Condition monitoring; Electrocardiography; Fluctuations; Humans; Industrial accidents; Information analysis; Psychology; Pulse measurements;
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
DOI :
10.1109/ICSMC.2006.385030