On the Cost of Detection Response Task Performance on Cognitive Load

Author:

Biondi Francesco N.12ORCID,Balasingam Balakumar1,Ayare Prathamesh1

Affiliation:

1. University of Windsor, ON, Canada

2. University of Utah, Salt Lake City, USA

Abstract

Objective This study investigates the cost of detection response task performance on cognitive load. Background Measuring system operator’s cognitive load is a foremost challenge in human factors and ergonomics. The detection response task is a standardized measure of cognitive load. It is hypothesized that, given its simple reaction time structure, it has no cost on cognitive load. We set out to test this hypothesis by utilizing pupil diameter as an alternative metric of cognitive load. Method Twenty-eight volunteers completed one of four experimental tasks with increasing levels of cognitive demand (control, 0-back, 1-back, and 2-back) with or without concurrent DRT performance. Pupil diameter was selected as nonintrusive metric of cognitive load. Self-reported workload was also recorded. Results A significant main effect of DRT presence was found for pupil diameter and self-reported workload. Larger pupil diameter was found when the n-back task was performed concurrently with the DRT, compared to no-DRT conditions. Consistent results were found for mental workload ratings and n-back performance. Conclusion Results indicate that DRT performance produced an added cost on cognitive load. The magnitude of the change in pupil diameter was comparable to that observed when transitioning from a condition of low task load to one where the 2-back was performed. The significant increase in cognitive load accompanying DRT performance was also reflected in higher self-reported workload. Application DRT is a valuable tool to measure operator’s cognitive load. However, these results advise caution when discounting it as cost-free metric with no added burden on operator’s cognitive resources.

Funder

Social Sciences and Humanities Research Council of Canada

mitacs

Atlas Copco

Publisher

SAGE Publications

Subject

Behavioral Neuroscience,Applied Psychology,Human Factors and Ergonomics

Cited by 19 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Adopting Stimulus Detection Tasks for Cognitive Workload Assessment: Some Considerations;Human Factors: The Journal of the Human Factors and Ergonomics Society;2024-01-21

2. Assessing Mental Workload in Industrial Environments: A Review of Applied Studies;Occupational and Environmental Safety and Health V;2023-11-04

3. On validating a generic camera‐based blink detection system for cognitive load assessment;Cognitive Computation and Systems;2023-10-05

4. This Is Your Brain on Autopilot 2.0: The Influence of Practice on Driver Workload and Engagement During On-Road, Partially Automated Driving;Human Factors: The Journal of the Human Factors and Ergonomics Society;2023-09-26

5. On Validating a Generic Video-Based Blink Detection System for Cognitive Load Detection;Proceedings of the Human Factors and Ergonomics Society Annual Meeting;2023-09

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3