Mickaël Causse
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Mickaël Causse has a total of 87 co-authors. Here are the top co-authors by number of shared publications:
Nadine Matton
Fédération ENAC ISAE-SUPAERO ONERA, Université de Toulouse, France
7 shared publications- Frédéric Dehais
ISAE-SUPAERO
5 shared publications - Jean-Paul Imbert
Aeronautical Computer Human Interaction Lab (ACHIL), École Nationale de l’Aviation Civile, 7 Avenue Edouard Belin, 31000 Toulouse, France
4 shared publications Josette Pastor
4 shared publications- Vsevolod Peysakhovich
ISAE-SUPAERO, Université de Toulouse, 31400 Toulouse, France
4 shared publications - Alexandre Duchevet
Fédération ENAC ISAE-SUPAERO ONERA, Université de Toulouse, France
3 shared publications
Latest Publications
- 1 March 2026
- Published by Hogrefe Publishing Group in Aviation Psychology and Applied Human Factors
- Vol. 16 (1) , 26-41
Startle and Surprise in Aviation
Startle and surprise, often resulting from sudden and unexpected events, have been implicated in numerous aviation accidents. To better understand this phenomenon, we investigated potential markers characterizing the reaction and individual differences in susceptibility. In total, 17 airline pilots took part in a flight simulator experiment, during which startling stimuli were administered (a loud thunder noise with a lightning flash) while behavioral reactions, flight performance, and physiological activity were recorded. Results showed that 92.3% of pilots exhibited an observable startle and surprise response, with flight performance degradation varying according to response intensity. The startling stimuli induced a significant increase in pupil diameter, and the subsequent flight performance was modulated by individual levels of neuroticism, highlighting the importance of personality factors in responses to unexpected events.
- 1 March 2026
- Published by Hogrefe Publishing Group in Aviation Psychology and Applied Human Factors
- Vol. 16 (1) , 26-41
Startle and Surprise in Aviation
Startle and surprise, often resulting from sudden and unexpected events, have been implicated in numerous aviation accidents. To better understand this phenomenon, we investigated potential markers characterizing the reaction and individual differences in susceptibility. In total, 17 airline pilots took part in a flight simulator experiment, during which startling stimuli were administered (a loud thunder noise with a lightning flash) while behavioral reactions, flight performance, and physiological activity were recorded. Results showed that 92.3% of pilots exhibited an observable startle and surprise response, with flight performance degradation varying according to response intensity. The startling stimuli induced a significant increase in pupil diameter, and the subsequent flight performance was modulated by individual levels of neuroticism, highlighting the importance of personality factors in responses to unexpected events.
- 2 January 2026
- Published by Springer Nature
- p. 277-292
Comparative Analysis of the Effects of Age on Cognitive Performance in European and Asian Populations
- 2 January 2026
- Published by Springer Nature
- p. 277-292
Comparative Analysis of the Effects of Age on Cognitive Performance in European and Asian Populations
- 4 November 2025
- Published by Taylor & Francis in International Journal of Human–Computer Interaction
- Vol. 42 (12) , 9273-9296
Online Metrics to Enhance Human-Artificial Agent Collaboration Efficiency: A Narrative Literature Review
- 4 November 2025
- Published by Taylor & Francis in International Journal of Human–Computer Interaction
- Vol. 42 (12) , 9273-9296
Online Metrics to Enhance Human-Artificial Agent Collaboration Efficiency: A Narrative Literature Review
- Open Access
- 16 October 2025
- Published by Elsevier in Biological Psychology
- Vol. 201, 109139
Inhibition control and cardiac reactivity in young and middle-aged adults
- 16 October 2025
- Published by Elsevier in Biological Psychology
- Vol. 201, 109139
Open AccessInhibition control and cardiac reactivity in young and middle-aged adults
- 15 May 2025
- Published by SAGE Publications in Human Factors: The Journal of the Human Factors and Ergonomics Society
- Vol. 67 (11) , 1170-1187
Investigating the Independent and Combined Effects of Startle and Surprise in a Simulated Flight Task
Objective: We aimed to characterize the impact of startle and surprise, both independently and in combination, on subjective feelings, behavior (task performance and gaze behavior), and several physiological parameters. Background: The effects of startle and surprise are known to affect pilots’ cognitive performance, with potential impact on safety. Startle and surprise can occur either together or independently, yet no studies have experimentally distinguished their specific effects. Method: Participants ( n = 45) were each assigned to one of the three conditions while performing the MATB-II task. In the startle condition, participants were subjected to an expected loud sound. In the surprise condition, an unexpected reverse video effect was applied to the experimental interface. In the combination condition, participants were exposed to both stimuli simultaneously. Results: Surprise was associated with an increase in skin conductance without affecting performance. In contrast, startle was marked by a decline in performance on the communication sub-task, increased skin conductance and heart rate, and a narrowing of attention. When startle and surprise were combined, the results mirrored those of startle alone but included a stronger feeling of startle and surprise, and a more prolonged heart rate increase. Conclusion: Startle and surprise combined yielded more numerous significant effects on subjective, behavioral, and physiological measures than startle and surprise independently. Application: Identifying the specific impacts of startle and surprise could pave the way for their automatic detection using artificial intelligence. Safety could be enhanced through the design of specific countermeasures to help the crew cope with such states.
- 15 May 2025
- Published by SAGE Publications in Human Factors: The Journal of the Human Factors and Ergonomics Society
- Vol. 67 (11) , 1170-1187
Investigating the Independent and Combined Effects of Startle and Surprise in a Simulated Flight Task
Objective: We aimed to characterize the impact of startle and surprise, both independently and in combination, on subjective feelings, behavior (task performance and gaze behavior), and several physiological parameters. Background: The effects of startle and surprise are known to affect pilots’ cognitive performance, with potential impact on safety. Startle and surprise can occur either together or independently, yet no studies have experimentally distinguished their specific effects. Method: Participants ( n = 45) were each assigned to one of the three conditions while performing the MATB-II task. In the startle condition, participants were subjected to an expected loud sound. In the surprise condition, an unexpected reverse video effect was applied to the experimental interface. In the combination condition, participants were exposed to both stimuli simultaneously. Results: Surprise was associated with an increase in skin conductance without affecting performance. In contrast, startle was marked by a decline in performance on the communication sub-task, increased skin conductance and heart rate, and a narrowing of attention. When startle and surprise were combined, the results mirrored those of startle alone but included a stronger feeling of startle and surprise, and a more prolonged heart rate increase. Conclusion: Startle and surprise combined yielded more numerous significant effects on subjective, behavioral, and physiological measures than startle and surprise independently. Application: Identifying the specific impacts of startle and surprise could pave the way for their automatic detection using artificial intelligence. Safety could be enhanced through the design of specific countermeasures to help the crew cope with such states.
- Open Access
- 14 December 2024
- Published by Elsevier in Applied Ergonomics
- Vol. 125, 104456
Impact of automation level on airline pilots’ flying performance and visual scanning strategies: A full flight simulator study
- 14 December 2024
- Published by Elsevier in Applied Ergonomics
- Vol. 125, 104456
Open AccessImpact of automation level on airline pilots’ flying performance and visual scanning strategies: A full flight simulator study
- 1 June 2024
- Published by Springer Nature
- p. 36-50
Impact of Startle Reflex on Cognitive Performance, Face Temperature and Brain Activity
- 1 June 2024
- Published by Springer Nature
- p. 36-50
Impact of Startle Reflex on Cognitive Performance, Face Temperature and Brain Activity
- 4 October 2023
- Published by Elsevier in Behavioural Brain Research
- Vol. 456, 114698
How a pilot’s brain copes with stress and mental load? Insights from the executive control network
- 4 October 2023
- Published by Elsevier in Behavioural Brain Research
- Vol. 456, 114698
How a pilot’s brain copes with stress and mental load? Insights from the executive control network
- 9 July 2023
- Published by Springer Nature
- p. 46-59
An In-Depth Examination of Mental Incapacitation and Startle Reflex: A Flight Simulator Study
- 9 July 2023
- Published by Springer Nature
- p. 46-59
An In-Depth Examination of Mental Incapacitation and Startle Reflex: A Flight Simulator Study