340
Views
96
CrossRef citations to date
0
Altmetric
Original Articles

Heart rate and workload variations in actual and simulated flight

Pages 1043-1054 | Published online: 06 Jul 2010

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (14)

Laura Angioletti & Michela Balconi. (2022) Interoceptive attentiveness and autonomic reactivity in pain observation. Somatosensory & Motor Research 39:1, pages 81-89.
Read now
B. G. Baker, A. Bhalla, B. Doleman, E. Yarnold, S. Simons, J. N. Lund & J. P. Williams. (2017) Simulation fails to replicate stress in trainees performing a technical procedure in the clinical environment. Medical Teacher 39:1, pages 53-57.
Read now
Heikki Mansikka, Petteri Simola, Kai Virtanen, Don Harris & Lauri Oksama. (2016) Fighter pilots’ heart rate, heart rate variation and performance during instrument approaches. Ergonomics 59:10, pages 1344-1352.
Read now
Mariel Grassmann, Elke Vlemincx, Andreas von Leupoldt & Omer Van den Bergh. (2016) The role of respiratory measures to assess mental load in pilot selection. Ergonomics 59:6, pages 745-753.
Read now
Sylvain Sénécal, Marc Fredette, Pierre-Majorique Léger, Francois Courtemanche & René Riedl. (2015) Consumers’ Cognitive Lock-in on Websites: Evidence from a Neurophysiological Study. Journal of Internet Commerce 14:3, pages 277-293.
Read now
Ari Widyanti, Dick de Waard, Addie Johnson & Ben Mulder. (2013) National culture moderates the influence of mental effort on subjective and cardiovascular measures. Ergonomics 56:2, pages 182-194.
Read now
M. De Rivecourt, M.N. Kuperus, W.J. Post & L.J.M. Mulder. (2008) Cardiovascular and eye activity measures as indices for momentary changes in mental effort during simulated flight. Ergonomics 51:9, pages 1295-1319.
Read now
Wen-Chieh Liang, John Yuan, D.C. Sun & Ming-Han Lin. (2008) CHANGES IN PHYSIOLOGICAL PARAMETERS INDUCED BY SIMULATED DRIVING TASKS: MORNING VS. AFTERNOON SESSION. Journal of the Chinese Institute of Industrial Engineers 25:6, pages 457-471.
Read now
Staffan Magnusson. (2002) Similarities and Differences in Psychophysiological Reactions Between Simulated and Real Air-to-Ground Missions. The International Journal of Aviation Psychology 12:1, pages 49-61.
Read now
PETER RICHTER, THOMAS WAGNER, RALF HEGER & GUNTHER WEISE. (1998) Psychophysiological analysis of mental load during driving on rural roads-a quasi-experimental field study. Ergonomics 41:5, pages 593-609.
Read now

Articles from other publishers (82)

Ping-Keng Jao, Ricardo Chavarriaga & José del R. Millán. (2023) EEG-Based Online Regulation of Difficulty in Simulated Flying. IEEE Transactions on Affective Computing 14:1, pages 394-405.
Crossref
Carlos Fernández-Morales, L Espejo-Antúnez, V J Clemente-Suárez, F B Tabla-Hinojosa & M Albornoz-Cabello. (2022) Analysis of heart rate variability during emergency flight simulator missions in fighter pilots. BMJ Military Health, pages e002242.
Crossref
Madeline Sprajcer, Spencer Roberts, Brad Aisbett, Sally Ferguson, Damian Demasi, Alexandra Shriane & Matthew J. W. Thomas. (2022) Sleep, Workload, and Stress in Aerial Firefighting Crews. Aerospace Medicine and Human Performance 93:10, pages 749-754.
Crossref
Dominik Hinzmann, Maximilian Singer, Valerie Schmelter, Kornelia Kreiser, Kim Gehling, Lea Ströber, Jan S Kirschke, Christian M Schulz & Frederick Schneider. (2022) Differences in beginner and expert neurointerventionalists” heart rate variability during simulated neuroangiographies. Interventional Neuroradiology, pages 159101992211284.
Crossref
Edmond Q. Wu, Mengchu Zhou, Pengwen Xiong, Zhi-Ri Tang, Ruihan Hu & Yu-Wen Jie. (2022) Inferring Flight Performance Under Different Maneuvers With Pilot’s Multi-Physiological Parameters. IEEE Transactions on Intelligent Transportation Systems 23:8, pages 11338-11348.
Crossref
Florine Simon, Jean-Paul Imbert, Pierre Cailleton, Laurent Hublet & Anke M. Brock. (2022) Application mobile d’aide à la navigation aérienne : une perspective de conception participative. Application mobile d’aide à la navigation aérienne : une perspective de conception participative.
Matthew Masters & Axel Schulte. (2022) Physiological Sensor Fusion for Real-Time Pilot Workload Prediction and Overload Prevention. Physiological Sensor Fusion for Real-Time Pilot Workload Prediction and Overload Prevention.
Andrea Alaimo, Antonio Esposito, Palmira Faraci, Calogero Orlando & Giusy Danila Valenti. (2022) Human Heart-Related Indexes Behavior Study for Aircraft Pilots Allowable Workload Level Assessment. IEEE Access 10, pages 16088-16100.
Crossref
Sarah M. O’Meara, John A. Karasinski, Casey L. Miller, Sanjay S. Joshi & Stephen K. Robinson. (2021) Effects of Augmented Feedback and Motor Learning Adaptation on Human–Automation Interaction Factors. Journal of Aerospace Information Systems 18:6, pages 377-390.
Crossref
Ping-Keng Jao, Ricardo Chavarriaga, Fabio Dell'Agnola, Adriana Arza, David Atienza & Jose del R. Millan. (2021) EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks. IEEE Transactions on Human-Machine Systems 51:2, pages 99-108.
Crossref
Thea Radüntz, Thorsten Mühlhausen, Marion Freyer, Norbert Fürstenau & Beate Meffert. (2020) Cardiovascular Biomarkers’ Inherent Timescales in Mental Workload Assessment During Simulated Air Traffic Control Tasks. Applied Psychophysiology and Biofeedback 46:1, pages 43-59.
Crossref
Nicolina Sciaraffa, Jieqiong Liu, Pietro Aricò, Gianluca Di Flumeri, Bianca M S Inguscio, Gianluca Borghini & Fabio Babiloni. (2021) Multivariate model for cooperation: bridging social physiological compliance and hyperscanning. Social Cognitive and Affective Neuroscience 16:1-2, pages 193-209.
Crossref
Wen-Chin Li, Jingyi Zhang, Peter Kearney & Graham Braithwaite. 2021. Engineering Psychology and Cognitive Ergonomics. Engineering Psychology and Cognitive Ergonomics 142 150 .
Samuel Clément-Coulson, Alaa Boutelaa, Ramiya Veluppillai & Aaron P. Johnson. 2021. Proceedings of the 21st Congress of the International Ergonomics Association (IEA 2021). Proceedings of the 21st Congress of the International Ergonomics Association (IEA 2021) 119 127 .
Chuhao Wu, Jackie Cha, Jay Sulek, Tian Zhou, Chandru P. Sundaram, Juan Wachs & Denny Yu. (2019) Eye-Tracking Metrics Predict Perceived Workload in Robotic Surgical Skills Training. Human Factors: The Journal of the Human Factors and Ergonomics Society 62:8, pages 1365-1386.
Crossref
Baptiste Prébot, Jessica Schwarz, Sven Fuchs & Bernard Claverie. 2020. Adaptive Instructional Systems. Adaptive Instructional Systems 505 518 .
Mark J. Meyer, Irina Mordukhovich, Gregory A. Wellenius, Murray A. Mittleman, John P. McCracken, Brent A. Coull & Eileen McNeely. (2019) Changes in Heart Rate and Rhythm During a Crossover Study of Simulated Commercial Flight in Older and Vulnerable Participants. Frontiers in Physiology 10.
Crossref
Frederick Schneider, Jan Martin, Matthias Skrzypczak, Dominik Hinzmann, Denis Jordan, Klaus J. Wagner & Christian M. Schulz. (2019) Anesthetists’ Heart Rate Variability as an Indicator of Performance During Induction of General Anesthesia and Simulated Critical Incidents. Journal of Psychophysiology 33:4, pages 232-242.
Crossref
Pietro Aricò, Maxime Reynal, Gianluca Di Flumeri, Gianluca Borghini, Nicolina Sciaraffa, Jean-Paul Imbert, Christophe Hurter, Michela Terenzi, Ana Ferreira, Simone Pozzi, Viviana Betti, Matteo Marucci, Alexandru C. Telea & Fabio Babiloni. (2019) How Neurophysiological Measures Can be Used to Enhance the Evaluation of Remote Tower Solutions. Frontiers in Human Neuroscience 13.
Crossref
Jamison Heard & Julie A. Adams. (2019) Multi-Dimensional Human Workload Assessment for Supervisory Human–Machine Teams. Journal of Cognitive Engineering and Decision Making 13:3, pages 146-170.
Crossref
Da Tao, Haibo Tan, Hailiang Wang, Xu Zhang, Xingda Qu & Tingru Zhang. (2019) A Systematic Review of Physiological Measures of Mental Workload. International Journal of Environmental Research and Public Health 16:15, pages 2716.
Crossref
Junda ZhaiGuangquan Lu. (2019) A Study of How Drivers’ Subjective Workload and Driving Performance Change under Varying Levels of Automation and Critical Situations. A Study of How Drivers’ Subjective Workload and Driving Performance Change under Varying Levels of Automation and Critical Situations.
Yulin Deng, James Shirley, Tyler Rose, Laura Geary, David Feltner, Karen Chen, Jeffery Hoyle, Mohini Dutt & David B. Kaber. (2019) A usability assessment of riding lawn-mowing equipment with varying levels of design standards compliance. Applied Ergonomics 78, pages 76-85.
Crossref
Jamison Heard, Rachel Heald, Caroline E. Harriott & Julie A. Adams. (2019) A Diagnostic Human Workload Assessment Algorithm for Collaborative and Supervisory Human--Robot Teams. ACM Transactions on Human-Robot Interaction 8:2, pages 1-30.
Crossref
Patrik Kutilek, Petr Volf, Ksenia Sedova, Jan Hejda, Vaclav Krivanek, Miloslav Stehlik, Kristyna Rusnakova, Simona Kozlova & Marcela Braunova. (2019) Heart Rate Variability During Fighter Pilot Training Preliminary Study. Heart Rate Variability During Fighter Pilot Training Preliminary Study.
Heikki Mansikka, Kai Virtanen & Don Harris. (2019) Dissociation Between Mental Workload, Performance, and Task Awareness in Pilots of High Performance Aircraft. IEEE Transactions on Human-Machine Systems 49:1, pages 1-9.
Crossref
Xueli He, Ling Ding, Chongchong Miao & Canhui Wu. 2019. The Proceedings of the 2018 Asia-Pacific International Symposium on Aerospace Technology (APISAT 2018). The Proceedings of the 2018 Asia-Pacific International Symposium on Aerospace Technology (APISAT 2018) 3040 3051 .
Walter E. Sipes, Christopher F. Flynn & Gary E. Beven. 2019. Principles of Clinical Medicine for Space Flight. Principles of Clinical Medicine for Space Flight 761 792 .
Sébastien Scannella, Vsevolod Peysakhovich, Florian Ehrig, Evelyne Lepron & Frédéric Dehais. (2018) Assessment of Ocular and Physiological Metrics to Discriminate Flight Phases in Real Light Aircraft. Human Factors: The Journal of the Human Factors and Ergonomics Society 60:7, pages 922-935.
Crossref
Jamison Heard, Caroline E. Harriott & Julie A. Adams. (2018) A survey of workload assessment algorithms. IEEE Transactions on Human-Machine Systems 48:5, pages 434-451.
Crossref
Allan Fong, Tracy C. Kim, Raj M. Ratwani & Kathryn M. Kellogg. (2018) Task2Heart: Exploring Heart Rate Differences with Time-Motion Workflow Observations of Emergency Medicine Physicians. Journal of Medical Systems 42:9.
Crossref
Antonio R. Hidalgo-Muñoz, Damien Mouratille, Nadine Matton, Mickaël Causse, Yves Rouillard & Radouane El-Yagoubi. (2018) Cardiovascular correlates of emotional state, cognitive workload and time-on-task effect during a realistic flight simulation. International Journal of Psychophysiology 128, pages 62-69.
Crossref
. 2018. Ergonomics. Ergonomics 661 704 .
Jhih-Tsong Lin, Yan-Cheng Chen, Shih-Chieh Wu & Sheue-Ling Hwang. (2017) Development and evaluation of a monitoring-aid system for a nuclear power plant in control room system manipulation. Work 57:4, pages 611-625.
Crossref
Matthias Scheutz, Scott A. DeLoach & Julie A. Adams. (2017) A Framework for Developing and Using Shared Mental Models in Human-Agent Teams. Journal of Cognitive Engineering and Decision Making 11:3, pages 203-224.
Crossref
Jamison Heard, Caroline E. Harriott & Julie A. Adams. (2017) A human workload assessment algorithm for collaborative human-machine teams. A human workload assessment algorithm for collaborative human-machine teams.
Frédéric Dutheil, Fouad Marhar, Gil Boudet, Christophe Perrier, Geraldine Naughton, Alain Chamoux, Pascal Huguet, Martial Mermillod, Foued Saâdaoui, Farès Moustafa & Jeannot Schmidt. (2017) Maximal tachycardia and high cardiac strain during night shifts of emergency physicians. International Archives of Occupational and Environmental Health 90:6, pages 467-480.
Crossref
Jessica Schwarz & Sven Fuchs. 2017. Augmented Cognition. Neurocognition and Machine Learning. Augmented Cognition. Neurocognition and Machine Learning 383 398 .
Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri & Fabio BabiloniGianluca Borghini, Pietro Aricò, Gianluca Di Flumeri & Fabio Babiloni. 2017. Industrial Neuroscience in Aviation. Industrial Neuroscience in Aviation 29 56 .
Todd P. Chang & Debra Weiner. (2016) Screen-Based Simulation and Virtual Reality for Pediatric Emergency Medicine. Clinical Pediatric Emergency Medicine 17:3, pages 224-230.
Crossref
Majid Fallahi, Majid Motamedzade, Rashid Heidarimoghadam, Ali Reza Soltanian & Shinji Miyake. (2016) Assessment of operators’ mental workload using physiological andsubjective measures in cement, city traffic and power plant controlcenters. Health Promotion Perspectives 6:2, pages 96-103.
Crossref
Majid Fallahi, Majid Motamedzade, Rashid Heidarimoghadam, Ali Reza Soltanian & Shinji Miyake. (2016) Effects of mental workload on physiological and subjective responses during traffic density monitoring: A field study. Applied Ergonomics 52, pages 95-103.
Crossref
Todd P. Chang, James Gerard & Martin V. Pusic. 2016. Comprehensive Healthcare Simulation: Pediatrics. Comprehensive Healthcare Simulation: Pediatrics 105 114 .
Yun Seok Heo, Jae-Cheon Lee & Yoon Nyun Kim. (2015) Analysis and Processing of Driver's Biological Signal of Workload. Journal of the Korea Industrial Information System Society 20:3, pages 87-93.
Crossref
M. N. Theodoraki, G. J. Ledderose, S. Becker, A. Leunig, S. Arpe, M. Luz & K. Stelter. (2014) Mental distress and effort to engage an image-guided navigation system in the surgical training of endoscopic sinus surgery: a prospective, randomised clinical trial. European Archives of Oto-Rhino-Laryngology 272:4, pages 905-913.
Crossref
K. Stelter, M. N. Theodoraki, S. Becker, V. Tsekmistrenko, B. Olzowy & G. Ledderose. (2014) Specific stressors in endonasal skull base surgery with and without navigation. European Archives of Oto-Rhino-Laryngology 272:3, pages 631-638.
Crossref
Kristian B. Krogh, Christian B. Høyer, Doris Østergaard & Berit Eika. (2014) Time matters – Realism in resuscitation training. Resuscitation 85:8, pages 1093-1098.
Crossref
M. Jagannath & Venkatesh Balasubramanian. (2014) Assessment of early onset of driver fatigue using multimodal fatigue measures in a static simulator. Applied Ergonomics 45:4, pages 1140-1147.
Crossref
Min Soo Kim, Yoon Nyun Kim & Yun Seok Heo. (2014) Characteristics of Heart Rate Variability Derived from ECG during the Driver's Wake and Sleep States. Transactions of the Korean Society of Automotive Engineers 22:3, pages 136-142.
Crossref
Jian-Hua Zhang, Pan-Pan Qin, Jörg Raisch & Ru-Bin Wang. (2013) Predictive modeling of human operator cognitive state via sparse and robust support vector machines. Cognitive Neurodynamics 7:5, pages 395-407.
Crossref
Erika E. Miller & Linda Ng Boyle. (2013) Variations in Road Conditions on Driver Stress. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 57:1, pages 1864-1868.
Crossref
Lauren Reinerman-Jones, Svyatoslav Guznov, Joseph Mercado & Amy D’Agostino. 2013. Foundations of Augmented Cognition. Foundations of Augmented Cognition 181 188 .
Udo Trutschel, Christian Heinze, Bill Sirois, Martin Golz, David Sommer & David Edwards. (2012) Heart rate measures reflect the interaction of low mental workload and fatigue during driving simulation. Heart rate measures reflect the interaction of low mental workload and fatigue during driving simulation.
Jie Xu & Enid Montague. (2012) Psychophysiology of the passive user: Exploring the effect of technological conditions and personality traits. International Journal of Industrial Ergonomics 42:5, pages 505-512.
Crossref
Ying Lean & Fu Shan. (2011) Brief review on physiological and biochemical evaluations of human mental workload. Human Factors and Ergonomics in Manufacturing & Service Industries 22:3, pages 177-187.
Crossref
E. Suhir. (2012) Human in the Loop: Predicted Likelihood of Vehicular Mission Success and Safety. Journal of Aircraft 49:1, pages 29-36.
Crossref
N. Šimić & I. Manenica. (2012) Exam experience and some reactions to exam stress. Human Physiology 38:1, pages 67-72.
Crossref
Dimitrios Stefanidis, Mark W. Scerbo, Paul N. Montero, Christina E. Acker & Warren D. Smith. (2012) Simulator Training to Automaticity Leads to Improved Skill Transfer Compared With Traditional Proficiency-Based Training. Annals of Surgery 255:1, pages 30-37.
Crossref
William M. Mount, Deborah C. Tuček & Hussein A. Abbass. 2012. Neural Information Processing. Neural Information Processing 202 209 .
Don Harris. 2011. Human Performance on the Flight Deck. Human Performance on the Flight Deck i 363 .
Ephraim Suhir & Richard H. Mogford. (2011) Two Men in a Cockpit: Casualty Likelihood if One Pilot Becomes Incapacitated. Journal of Aircraft 48:4, pages 1309-1314.
Crossref
Kerttu H. Huttunen, Heikki I. Keränen, Rauno J. Pääkkönen, R. Päivikki Eskelinen-Rönkä & Tuomo K. Leino. (2011) Effect of cognitive load on articulation rate and formant frequencies during simulator flights. The Journal of the Acoustical Society of America 129:3, pages 1580-1593.
Crossref
Ephraim Suhir & Richard Mogford. (2010) Two Men in a Cockpit: Probabilistic Assessment of the Likelihood of a Casualty if One of the Two Navigators Becomes Incapacitated. Two Men in a Cockpit: Probabilistic Assessment of the Likelihood of a Casualty if One of the Two Navigators Becomes Incapacitated.
Dimitrios Stefanidis. (2010) Optimal Acquisition and Assessment of Proficiency on Simulators in Surgery. Surgical Clinics of North America 90:3, pages 475-489.
Crossref
Ajita Prabhu, Warren Smith, Yuliya Yurko, Christina Acker & Dimitrios Stefanidis. (2010) Increased stress levels may explain the incomplete transfer of simulator-acquired skill to the operating room. Surgery 147:5, pages 640-645.
Crossref
Wen Liang, John Yuan, Deh Sun & Ming Lin. (2009) Changes in Physiological Parameters Induced by Indoor Simulated Driving: Effect of Lower Body Exercise at Mid-Term Break. Sensors 9:9, pages 6913-6933.
Crossref
C. Collet, P. Averty & A. Dittmar. (2009) Autonomic nervous system and subjective ratings of strain in air-traffic control. Applied Ergonomics 40:1, pages 23-32.
Crossref
Guo‐Feng Liang, Jhih‐Tsong Lin, Sheue‐Ling Hwang, Fei‐hui Huang, Tzu‐Chung Yenn & Chong‐Cheng Hsu. (2008) Evaluation and prediction of on‐line maintenance workload in nuclear power plants. Human Factors and Ergonomics in Manufacturing & Service Industries 19:1, pages 64-77.
Crossref
Yong-Jie Yao, Yao-Ming Chang, Xiao-Ping Xie, Xin-Sheng Cao, Xi-Qing Sun & Yan-Hong Wu. (2008) Heart Rate and Respiration Responses to Real Traffic Pattern Flight. Applied Psychophysiology and Biofeedback 33:4, pages 203-209.
Crossref
Christopher F. Flynn. 2008. Principles of Clinical Medicine for Space Flight. Principles of Clinical Medicine for Space Flight 391 412 .
Jolieke Mesken, Marjan P. Hagenzieker, Talib Rothengatter & Dick de Waard. (2007) Frequency, determinants, and consequences of different drivers’ emotions: An on-the-road study using self-reports, (observed) behaviour, and physiology. Transportation Research Part F: Traffic Psychology and Behaviour 10:6, pages 458-475.
Crossref
Dale L. Partin, Michel F. Sultan, Christopher M. Thrush, Ray Prieto & Steve J. Wagner. Monitoring Driver Physiological Parameters for Improved Safety. Monitoring Driver Physiological Parameters for Improved Safety.
MICHAEL H. BONNET & DONNA L. ARAND. (2005) Sleep latency testing as a time course measure of state arousal. Journal of Sleep Research 14:4, pages 387-392.
Crossref
Lorenz Hagenmeyer, Martin Braun & Frank Haselberger. 2003. Mensch & Computer 2003. Mensch & Computer 2003 145 154 .
. (2002) Heart rate as a measure of stress during real and simulated anaesthetic emergencies. Anaesthesia 57:12, pages 1215-1216.
Crossref
T.I. Laine, K.W. Bauer, J.W. Lanning, C.A. Russell & G.F. Wilson. (2002) Selection of input features across subjects for classifying crewmember workload using artificial neural networks. IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans 32:6, pages 691-704.
Crossref
C Dussault, J.-C Jouanin, H Portier, A Serra, X Etienne & C.Y Guezennec. (2002) Étude des modifications de la balance ortho–parasympathique à l’issue de vols acrobatiques chez des pilotes de voltige aérienne. Science & Sports 17:5, pages 254-259.
Crossref
. 2002. Human Factors for Highway Engineers. Human Factors for Highway Engineers 291 310 .
Michael H. Bonnet & Donna L. Arand. (2000) The impact of music upon sleep tendency as measured by the multiple sleep latency test and maintenance of wakefulness test. Physiology & Behavior 71:5, pages 485-492.
Crossref
Michael H. Bonnet & Donna L. Arand. (2002) Level of arousal and the ability to maintain wakefulness. Journal of Sleep Research 8:4, pages 247-254.
Crossref
T. Gohara, H. Mizuta, I. Takeuchi, O. Tsuda, K. Yana, T. Yanai, Y. Yamamoto & N. Kishi. (1996) Heart rate variability change induced by the mental stress: the effect of accumulated fatigue. Heart rate variability change induced by the mental stress: the effect of accumulated fatigue.
Andrew J. Tattersall & G. Robert J. Hockey. (2016) Level of Operator Control and Changes in Heart Rate Variability during Simulated Flight Maintenance. Human Factors: The Journal of the Human Factors and Ergonomics Society 37:4, pages 682-698.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.