Measuring workload with electrodermal activity during common braking actions

被引:40
作者
Collet, C. [1 ]
Salvia, E. [1 ]
Petit-Boulanger, C. [2 ]
机构
[1] Univ Lyon 1, F-69622 Villeurbanne, France
[2] Renault Technoctr, Renault Res Dept, Guyancourt, France
关键词
mental workload; braking; electrodermal activity; actual driving; MENTAL WORKLOAD; PHYSIOLOGICAL MEASURES; NERVOUS-SYSTEM; HEART-RATE; DRIVERS; TASK; RESPONSES; AGE; DIAGNOSTICITY; SENSITIVITY;
D O I
10.1080/00140139.2014.899627
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
How to assess mental load remains a recurrent question. We aimed to explore whether slight differences in real-world driving task demands could be discriminated by electrodermal response (EDR). A sample of 33 participants was observed under five conditions: controlled braking from 50 to 30 km/h, 80 to 50 km/h, 50 to 0 km/h, 80 to 0 km/h, and a single unexpected emergency braking event from 80 to 0 km/h. The likelihood of EDR and, whenever present, its duration were both correlated with workload as represented by the deceleration demand. A higher base travel speed and the unexpected demand of the emergency braking situation impacted EDR, thus attesting higher workload level. EDR explains why stopping the vehicle from 50 km/h and slowing down from 80 to 50 km/h was of similar strain. The results further demonstrate that EDR measures can be successfully employed to discriminate multiple levels of workload. Practitioner Summary: Common braking elicited different loads as revealed by electrodermal response (EDR) with sensitivity to deceleration of -0.2 g. Even the slightest braking elicited a strain measurable with EDR. Accordingly, EDR may objectively assess the resulting strain during driving, with enhanced reliability if associated with other variables, e. g. cardiac activity.
引用
收藏
页码:886 / 896
页数:11
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