Distracted worker: Using pupil size and blink rate to detect cognitive load during manufacturing tasks.

Blink rate Cognitive load Manufacturing Pupil size

Journal

Applied ergonomics
ISSN: 1872-9126
Titre abrégé: Appl Ergon
Pays: England
ID NLM: 0261412

Informations de publication

Date de publication:
Jan 2023
Historique:
received: 11 01 2022
revised: 02 08 2022
accepted: 05 08 2022
pubmed: 16 8 2022
medline: 27 10 2022
entrez: 15 8 2022
Statut: ppublish

Résumé

This study sets out to extend the use of blink rate and pupil size to the assessment of cognitive load of completing common automotive manufacturing tasks. Nonoptimal cognitive load is detrimental to safety. Existing occupational ergonomics approaches come short of measuring dynamic changes in cognitive load during complex assembling tasks. Cognitive demand was manipulated by having participants complete two versions of the n-back task (easy, hard). Two durations of the physical task were also considered (short, long). Pupil size and blink rate increased under greater cognitive task demand. High cognitive load also resulted in longer task completion times, and higher ratings of mental and temporal demand, and effort. This exploratory study offers relevant insights on the use of ocular metrics for cognitive load assessment in occupational ergonomics. While the existing eye-tracking technology may yet limit their adoption in the field, they offer advantages over the more popular expert-based and self-reported techniques in measuring changes in cognitive load during dynamic tasks.

Identifiants

pubmed: 35970108
pii: S0003-6870(22)00190-9
doi: 10.1016/j.apergo.2022.103867
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

103867

Informations de copyright

Copyright © 2022 Elsevier Ltd. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Auteurs

Francesco N Biondi (FN)

Human Systems Lab, University of Windsor, Windsor, ON, Canada. Electronic address: francesco.biondi@uwindsor.ca.

Babak Saberi (B)

Human Systems Lab, University of Windsor, Windsor, ON, Canada.

Frida Graf (F)

Atlas Copco AB, Stockholm, Sweden.

Joel Cort (J)

Occupational Simulation and Ergonomics Lab, Department of Kinesiology, University of Windsor, Windsor, ON, Canada.

Prarthana Pillai (P)

Human Systems Lab, University of Windsor, Windsor, ON, Canada.

Balakumar Balasingam (B)

Human Systems Lab, University of Windsor, Windsor, ON, Canada.

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Classifications MeSH