Cognitive Analyses for Interface Design Using Dual N-Back Tasks for Mental Workload (MWL) Evaluation.
NASA-TLX
hierarchical task analysis (HTA)
mental workload (MWL)
task analysis for error identification (TAFEI)
Journal
International journal of environmental research and public health
ISSN: 1660-4601
Titre abrégé: Int J Environ Res Public Health
Pays: Switzerland
ID NLM: 101238455
Informations de publication
Date de publication:
09 01 2023
09 01 2023
Historique:
received:
26
11
2022
revised:
30
12
2022
accepted:
04
01
2023
entrez:
21
1
2023
pubmed:
22
1
2023
medline:
25
1
2023
Statut:
epublish
Résumé
In the manufacturing environments of today, human-machine systems are constituted with complex and advanced technology, which demands workers' considerable mental workload. This work aims to design and evaluate a Graphical User Interface developed to induce mental workload based on Dual N-Back tasks for further analysis of human performance. This study's contribution lies in developing proper cognitive analyses of the graphical user interface, identifying human error when the Dual N-Back tasks are presented in an interface, and seeking better user-system interaction. Hierarchical task analysis and the Task Analysis Method for Error Identification were used for the cognitive analysis. Ten subjects participated voluntarily in the study, answering the NASA-TLX questionnaire at the end of the task. The NASA-TLX results determined the subjective participants' mental workload proving that the subjects were induced to different levels of mental workload (Low, Medium, and High) based on the ANOVA statistical results using the mean scores obtained and cognitive analysis identified redesign opportunities for graphical user interface improvement.
Identifiants
pubmed: 36673940
pii: ijerph20021184
doi: 10.3390/ijerph20021184
pmc: PMC9859375
pii:
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Références
Front Psychol. 2016 Jun 28;7:962
pubmed: 27445924
Ergonomics. 2018 Apr;61(4):506-516
pubmed: 29054132
Neuropsychologia. 2017 Nov;106:7-20
pubmed: 28827155
Front Hum Neurosci. 2017 Jul 14;11:359
pubmed: 28769775
Ergonomics. 2015;58(5):822-51
pubmed: 25407778
Front Neurosci. 2014 Oct 14;8:322
pubmed: 25352774
Int J Psychophysiol. 2017 Sep;119:58-66
pubmed: 28111347
Ergonomics. 2015;58(1):1-17
pubmed: 25442818
Front Neurosci. 2020 Apr 07;14:268
pubmed: 32317914
Int J Occup Saf Ergon. 2019 Sep;25(3):476-484
pubmed: 28820660
Brain Sci. 2021 Jan 14;11(1):
pubmed: 33466605
Hum Factors. 2017 Feb;59(1):147-162
pubmed: 28146680
Neuroimage. 2003 Jun;19(2 Pt 1):210-25
pubmed: 12814572
Ergonomics. 2018 Apr;61(4):517-527
pubmed: 28817353
Appl Ergon. 2006 Jan;37(1):55-79
pubmed: 16139236
Eur Arch Psychiatry Clin Neurosci. 2012 Nov;262 Suppl 2:S65-9
pubmed: 22926058
Appl Ergon. 2017 Apr;60:313-319
pubmed: 28166891
Hum Factors. 2017 Feb;59(1):91-100
pubmed: 28146674
Ergonomics. 2021 Jan;64(1):78-102
pubmed: 32813584
J Exp Psychol. 1958 Apr;55(4):352-8
pubmed: 13539317
Appl Ergon. 2017 May;61:31-43
pubmed: 28237018