Related Experiment Video
Updated: Sep 11, 2025

Collecting Sleep, Circadian, Fatigue, and Performance Data in Complex Operational Environments
Published on: August 8, 2019
Assessment of individual and dyadic workload of student and instructor pilots in real and simulated flight: An
E van Weelden1, T J Wiltshire1, M Alimardani2
1Department of Cognitive Science and Artificial Intelligence, Tilburg University, Tilburg, the Netherlands.
Abstract:
Flight instructors are vital in the training of novice pilots. Just as the mental workload in student pilots fluctuates during training, so does the mental workload of the instructors, affecting their dyadic performance and judgment. This paper explored how training environments (simulated vs. real flight), flight control conditions (student pilot flying vs. monitoring), and flight phases (take-off vs. downwind vs. landing) could affect mental workload in student and instructor pilots, as well as their interpersonal coordination through electrocardiography (ECG) based measures. Student pilots performed four consecutive standard flight traffic patterns with an instructor in a simulator and in real flight, under different flight control conditions of varying workload demands, while their ECG signals were recorded. The results indicated different patterns of interpersonal coordination between simulated and real flight. The other experimental variables, i.e., flight control and flight phase, mostly had an effect on participants' heart rate and heart rate variability. In accordance with the existing literature, heart rate increased in high workload conditions and flight phases, whilst heart rate variability decreased. Additionally, we observed a linear relationship between subjective workload and physiological synchrony which indicates that student-instructor coordination increased as the student pilot experienced more mental workload in the flight tasks. The current study highlights that individual workload as well as dyadic workload, measured through cardiac signals, can be used to evaluate student-instructor coordination during flight training as an indicator of training outcomes.
Related Concept Videos
Social Loafing
Stress Concentrations
Stress: General Loading Conditions
The shearing force, possessing potential directionality within the plane of the section, is simplified into two component forces running parallel to the x and y axes....
Stresses under Combined Loadings
The process begins by slicing the tube at critical points and analyzing the internal forces and stress components at these sections, focusing on the centroid. Normal stresses, generated by axial forces and bending moments, are either compressive or tensile and vary across the section from...
Assessment of Respiration
Subjective Assessment: Nurses interview the patient to gather information directly during the subjective assessment. It includes questions about the individual's medical history, medications, and symptoms, focusing on past respiratory conditions like...
Assessment of Ventilation II: Respiratory Depth and Rhythm
Respiratory depth measures the volume of air inhaled or exhaled during a breath. It can vary from shallow to deep and typically remains consistent when a person is at rest or asleep. Occasionally, individuals will automatically inhale deeply, known as sighing, which inflates the lungs with more air than normal breathing.
To assess respiratory depth, observe the degree of chest excursion or movement:

