E. van Weelden , T.J. Wiltshire , M. Alimardani , M.M. Louwerse , R.N. Roy , F. Dehais
{"title":"真实和模拟飞行中学员和教官飞行员的个体和二元工作量评估:一项探索性研究","authors":"E. van Weelden , T.J. Wiltshire , M. Alimardani , M.M. Louwerse , R.N. Roy , F. Dehais","doi":"10.1016/j.apergo.2025.104606","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":55502,"journal":{"name":"Applied Ergonomics","volume":"129 ","pages":"Article 104606"},"PeriodicalIF":3.4000,"publicationDate":"2025-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Assessment of individual and dyadic workload of student and instructor pilots in real and simulated flight: An exploratory study\",\"authors\":\"E. van Weelden , T.J. Wiltshire , M. Alimardani , M.M. Louwerse , R.N. Roy , F. Dehais\",\"doi\":\"10.1016/j.apergo.2025.104606\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>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.</div></div>\",\"PeriodicalId\":55502,\"journal\":{\"name\":\"Applied Ergonomics\",\"volume\":\"129 \",\"pages\":\"Article 104606\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2025-08-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Ergonomics\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0003687025001425\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, INDUSTRIAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Ergonomics","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0003687025001425","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, INDUSTRIAL","Score":null,"Total":0}
Assessment of individual and dyadic workload of student and instructor pilots in real and simulated flight: An exploratory study
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.
期刊介绍:
Applied Ergonomics is aimed at ergonomists and all those interested in applying ergonomics/human factors in the design, planning and management of technical and social systems at work or leisure. Readership is truly international with subscribers in over 50 countries. Professionals for whom Applied Ergonomics is of interest include: ergonomists, designers, industrial engineers, health and safety specialists, systems engineers, design engineers, organizational psychologists, occupational health specialists and human-computer interaction specialists.