Literature DB >> 17552304

Modeling and predicting mental workload in en route air traffic control: critical review and broader implications.

Shayne Loft1, Penelope Sanderson, Andrew Neal, Martijn Mooij.   

Abstract

OBJECTIVE: We perform a critical review of research on mental workload in en route air traffic control (ATC). We present a model of operator strategic behavior and workload management through which workload can be predicted within ATC and other complex work systems.
BACKGROUND: Air traffic volume is increasing worldwide. If air traffic management organizations are to meet future demand safely, better models of controller workload are needed.
METHOD: We present the theoretical model and then review investigations of how effectively traffic factors, airspace factors, and operational constraints predict controller workload.
RESULTS: Although task demand has a strong relationship with workload, evidence suggests that the relationship depends on the capacity of the controllers to select priorities, manage their cognitive resources, and regulate their own performance. We review research on strategies employed by controllers to minimize the control activity and information-processing requirements of control tasks.
CONCLUSION: Controller workload will not be effectively modeled until controllers' strategies for regulating the cognitive impact of task demand have been modeled. APPLICATION: Actual and potential applications of our conclusions include a reorientation of workload modeling in complex work systems to capture the dynamic and adaptive nature of the operator's work. Models based around workload regulation may be more useful in helping management organizations adapt to future control regimens in complex work systems.

Mesh:

Year:  2007        PMID: 17552304     DOI: 10.1518/001872007X197017

Source DB:  PubMed          Journal:  Hum Factors        ISSN: 0018-7208            Impact factor:   2.888


  18 in total

1.  Prospective memory in an air traffic control simulation: external aids that signal when to act.

Authors:  Shayne Loft; Rebekah E Smith; Adella Bhaskara
Journal:  J Exp Psychol Appl       Date:  2011-03

2.  Minimizing the disruptive effects of prospective memory in simulated air traffic control.

Authors:  Shayne Loft; Rebekah E Smith; Roger W Remington
Journal:  J Exp Psychol Appl       Date:  2013-09

3.  Exploring how caregivers for people living with dementia use strategies to overcome work system constraints.

Authors:  Dustin T Weiler; Aloysius J Lingg; David M Wilkins; Laura Militello; Nicole E Werner
Journal:  Appl Ergon       Date:  2022-01-19       Impact factor: 3.661

Review 4.  Continuous monitoring of brain dynamics with functional near infrared spectroscopy as a tool for neuroergonomic research: empirical examples and a technological development.

Authors:  Hasan Ayaz; Banu Onaral; Kurtulus Izzetoglu; Patricia A Shewokis; Ryan McKendrick; Raja Parasuraman
Journal:  Front Hum Neurosci       Date:  2013-12-18       Impact factor: 3.169

5.  Transient autonomic responses during sustained attention in high and low fit young adults.

Authors:  Antonio Luque-Casado; Pandelis Perakakis; Luis F Ciria; Daniel Sanabria
Journal:  Sci Rep       Date:  2016-06-08       Impact factor: 4.379

6.  Experienced mental workload, perception of usability, their interaction and impact on task performance.

Authors:  Luca Longo
Journal:  PLoS One       Date:  2018-08-01       Impact factor: 3.240

7.  The influence of rewards on (sub-)optimal interleaving.

Authors:  Christian P Janssen; Emma Everaert; Heleen M A Hendriksen; Ghislaine L Mensing; Laura J Tigchelaar; Hendrik Nunner
Journal:  PLoS One       Date:  2019-03-18       Impact factor: 3.240

8.  Cue Utilization and Cognitive Load in Novel Task Performance.

Authors:  Sue Brouwers; Mark W Wiggins; William Helton; David O'Hare; Barbara Griffin
Journal:  Front Psychol       Date:  2016-03-29

9.  The Role of Cognitive and Perceptual Loads in Inattentional Deafness.

Authors:  Mickaël Causse; Jean-Paul Imbert; Louise Giraudet; Christophe Jouffrais; Sébastien Tremblay
Journal:  Front Hum Neurosci       Date:  2016-07-06       Impact factor: 3.169

10.  Systematic assessment of intrinsic factors influencing visual attention performances in air traffic control via clustering algorithm and statistical inference.

Authors:  Jing-Qiang Li; Hong-Yan Zhang; Yan Zhang; Hai-Tao Liu
Journal:  PLoS One       Date:  2018-10-25       Impact factor: 3.240

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