Literature DB >> 32451424

A multimodal and signals fusion approach for assessing the impact of stressful events on Air Traffic Controllers.

Gianluca Borghini1,2,3, Gianluca Di Flumeri4,5,6, Pietro Aricò4,5,6, Nicolina Sciaraffa5,7, Stefano Bonelli8, Martina Ragosta8, Paola Tomasello8, Fabrice Drogoul9, Uğur Turhan10, Birsen Acikel11, Ali Ozan10, Jean Paul Imbert12, Géraud Granger12, Railane Benhacene12, Fabio Babiloni4,5,13.   

Abstract

Stress is a word used to describe human reactions to emotionally, cognitively and physically challenging experiences. A hallmark of the stress response is the activation of the autonomic nervous system, resulting in the "fight-freeze-flight" response to a threat from a dangerous situation. Consequently, the capability to objectively assess and track a controller's stress level while dealing with air traffic control (ATC) activities would make it possible to better tailor the work shift and maintain high safety levels, as well as to preserve the operator's health. In this regard, sixteen controllers were asked to perform a realistic air traffic management (ATM) simulation during which subjective data (i.e. stress perception) and neurophysiological data (i.e. brain activity, heart rate, and galvanic skin response) were collected with the aim of accurately characterising the controller's stress level experienced in the various experimental conditions. In addition, external supervisors regularly evaluated the controllers in terms of manifested stress, safety, and efficiency throughout the ATM scenario. The results demonstrated 1) how the stressful events caused both supervisors and controllers to underestimate the experienced stress level, 2) the advantage of taking into account both cognitive and hormonal processes in order to define a reliable stress index, and 3) the importance of the points in time at which stress is measured owing to the potential transient effect once the stressful events have ceased.

Entities:  

Year:  2020        PMID: 32451424      PMCID: PMC7248090          DOI: 10.1038/s41598-020-65610-z

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  35 in total

1.  The effect of mental stress on heart rate variability and blood pressure during computer work.

Authors:  Nis Hjortskov; Dag Rissén; Anne Katrine Blangsted; Nils Fallentin; Ulf Lundberg; Karen Søgaard
Journal:  Eur J Appl Physiol       Date:  2004-02-27       Impact factor: 3.078

2.  Investigation of the effect of EEG-BCI on the simultaneous execution of flight simulation and attentional tasks.

Authors:  Giovanni Vecchiato; Gianluca Borghini; Pietro Aricò; Ilenia Graziani; Anton Giulio Maglione; Patrizia Cherubino; Fabio Babiloni
Journal:  Med Biol Eng Comput       Date:  2015-12-08       Impact factor: 2.602

Review 3.  Electrical autonomic correlates of emotion.

Authors:  Henrique Sequeira; Pascal Hot; Laetitia Silvert; Sylvain Delplanque
Journal:  Int J Psychophysiol       Date:  2008-07-23       Impact factor: 2.997

Review 4.  Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness.

Authors:  Gianluca Borghini; Laura Astolfi; Giovanni Vecchiato; Donatella Mattia; Fabio Babiloni
Journal:  Neurosci Biobehav Rev       Date:  2012-10-30       Impact factor: 8.989

5.  Objective measures, sensors and computational techniques for stress recognition and classification: a survey.

Authors:  Nandita Sharma; Tom Gedeon
Journal:  Comput Methods Programs Biomed       Date:  2012-08-24       Impact factor: 5.428

6.  Psychometric analysis of the PTSD Checklist-5 (PCL-5) among treatment-seeking military service members.

Authors:  Jennifer H Wortmann; Alexander H Jordan; Frank W Weathers; Patricia A Resick; Katherine A Dondanville; Brittany Hall-Clark; Edna B Foa; Stacey Young-McCaughan; Jeffrey S Yarvis; Elizabeth A Hembree; Jim Mintz; Alan L Peterson; Brett T Litz
Journal:  Psychol Assess       Date:  2016-01-11

7.  Comparing the concepts of mental load and stress.

Authors:  A W Gaillard
Journal:  Ergonomics       Date:  1993-09       Impact factor: 2.778

Review 8.  The effects of stress and stress hormones on human cognition: Implications for the field of brain and cognition.

Authors:  S J Lupien; F Maheu; M Tu; A Fiocco; T E Schramek
Journal:  Brain Cogn       Date:  2007-04-26       Impact factor: 2.310

Review 9.  Fear and the Defense Cascade: Clinical Implications and Management.

Authors:  Kasia Kozlowska; Peter Walker; Loyola McLean; Pascal Carrive
Journal:  Harv Rev Psychiatry       Date:  2015 Jul-Aug       Impact factor: 3.732

10.  The impact of acute stress on hormones and cytokines, and how their recovery is affected by music-evoked positive mood.

Authors:  Stefan Koelsch; Albrecht Boehlig; Maximilian Hohenadel; Ines Nitsche; Katrin Bauer; Ulrich Sack
Journal:  Sci Rep       Date:  2016-03-29       Impact factor: 4.379

View more
  6 in total

1.  Pilot Behavior Recognition Based on Multi-Modality Fusion Technology Using Physiological Characteristics.

Authors:  Yuhan Li; Ke Li; Shaofan Wang; Xiaodan Chen; Dongsheng Wen
Journal:  Biosensors (Basel)       Date:  2022-06-12

2.  EEG-Based Index for Timely Detecting User's Drowsiness Occurrence in Automotive Applications.

Authors:  Gianluca Di Flumeri; Vincenzo Ronca; Andrea Giorgi; Alessia Vozzi; Pietro Aricò; Nicolina Sciaraffa; Hong Zeng; Guojun Dai; Wanzeng Kong; Fabio Babiloni; Gianluca Borghini
Journal:  Front Hum Neurosci       Date:  2022-05-20       Impact factor: 3.473

3.  Wearable Technologies for Mental Workload, Stress, and Emotional State Assessment during Working-Like Tasks: A Comparison with Laboratory Technologies.

Authors:  Andrea Giorgi; Vincenzo Ronca; Alessia Vozzi; Nicolina Sciaraffa; Antonello di Florio; Luca Tamborra; Ilaria Simonetti; Pietro Aricò; Gianluca Di Flumeri; Dario Rossi; Gianluca Borghini
Journal:  Sensors (Basel)       Date:  2021-03-26       Impact factor: 3.576

4.  Cognitive Workload of Tugboat Captains in Realistic Scenarios: Adaptive Spatial Filtering for Transfer Between Conditions.

Authors:  Daniel Miklody; Benjamin Blankertz
Journal:  Front Hum Neurosci       Date:  2022-01-27       Impact factor: 3.169

5.  Evaluation of a New Lightweight EEG Technology for Translational Applications of Passive Brain-Computer Interfaces.

Authors:  Nicolina Sciaraffa; Gianluca Di Flumeri; Daniele Germano; Andrea Giorgi; Antonio Di Florio; Gianluca Borghini; Alessia Vozzi; Vincenzo Ronca; Fabio Babiloni; Pietro Aricò
Journal:  Front Hum Neurosci       Date:  2022-07-14       Impact factor: 3.473

6.  Validation of a Light EEG-Based Measure for Real-Time Stress Monitoring during Realistic Driving.

Authors:  Nicolina Sciaraffa; Gianluca Di Flumeri; Daniele Germano; Andrea Giorgi; Antonio Di Florio; Gianluca Borghini; Alessia Vozzi; Vincenzo Ronca; Rodrigo Varga; Marteyn van Gasteren; Fabio Babiloni; Pietro Aricò
Journal:  Brain Sci       Date:  2022-02-24
  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.