journal article·2023-09-17Open access

Effects of Fatigue and Tension on the Physical Characteristics and Abilities of Young Air Traffic Controllers

Xingjian Zhang, Mingyuan Liu, Peng Bai, Yifei Zhao

Applied Sciences· Volume 13· Issue 18

Abstract

The purpose of this study was to analyze the effects of fatigue and tension on the physical characteristics and abilities of air traffic controllers (ATCOs) and determine their influence mechanisms. A simulated experiment was designed to evaluate the responses of ATCOs in four states: alertness, fatigue, tension, and fatigue and tension. Thirty young male ATCOs participated in the experiment. Fifteen parameters of their physical characteristics and abilities were collected and analyzed to estimate the effects and the decreasing order of influence of fatigue and tension on the indicators. The results showed that most of the parameters of the ATCOs were significantly affected by fatigue and tension. The attention, perception, reaction time, decision-making ability, and comprehensive performance of the ATCOs were adversely affected by fatigue, and tension had negative effects on their attention, decision-making ability, and comprehensive performance. Fatigue and tension impair the physical characteristics and abilities of ATCOs. Both states initially affected the physical characteristics of the ATCOs and then impaired their abilities. However, the influence mechanisms involved were different. The primary effect of the fatigue state was slowing down, whereas the effect of the tense state was instability. These results provide a reference for the evaluation and management of fatigue and tension states in ATCOs.
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Research context

OpenAlex topics: Sleep and Work-Related Fatigue · Ergonomics and Musculoskeletal Disorders · Occupational Health and Performance

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

College of Air Traffic Management, Civil Aviation University of China, Tianjin 300300, China

Funding

National Key Research and Development Program of China · Joint Fund of Civil Aviation Research of National Natural Science Foundation of China

References (61)

Show source-provided references
1. Subjective symptoms and physiological measures of fatigue in air traffic controllers10.1016/j.ergon.2018.12.004 ↗
2. A study of job stress and turnover tendency among air traffic controllers: The mediating effects of job satisfaction10.1016/j.tre.2013.01.009 ↗
3. Predicting separation errors of air traffic controllers through integrated sequence analysis of multimodal behaviour indicators10.1016/j.aei.2023.101894 ↗
4. Orasanu, J., Parke, B., Kraft, N., Tada, Y., Hobbs, A., Anderson, B., McDonnell, L., and Dulchinos, V. (2019, September 01). Evaluating the Effectiveness of Schedule Changes for Air Traffic Secrvice (ATS) Providers: Controller Alertness and Fatigue Monitoring Study (No. DOT/FAA/HFD-13/001), Available online: https://human-factors.arc.nasa.gov/publications/Orasanu_et_al_Controller_Alertness_Fatigue_Monitoring.pdf.
5. The analysis of occurrences associated with air traffic volume and air traffic controllers’ alertness for fatigue risk management10.1111/risa.13594 ↗
6. Xu, H.J. (2016). Study on Job Stress and Burnout of Air Traffic Controller. [Master’s Thesis, North China University of Science and Technology].
7. Bad working state characteristics of air traffic controller
8. Effect of Fatigue in Air Traffic Controllers’ Workload, Situation Awareness, and Control Strategy
9. Future directions in fatigue and safety research10.1016/j.aap.2009.12.017 ↗
10. Workplace Safety and Health Council (2019, September 12). Workplace Safety and Health Guidelines: Fatigue Management. Available online: https://www.wshc.sg/files/wshc/upload/cms/file/2014/Fatigue_Management.pdf.
11. Staal, M.A. (2019, September 12). Stress, Cognition, and Human Performance: A Literature Review and Conceptual Framework, Available online: https://ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/20060017835.pdf.
12. International Civil Aviation Organization (ICAO) (2016). Doc 9966 Manual for the Oversight of Fatigue Management Approaches, International Civil Aviation Organization. [2nd ed.]. Available online: https://www.icao.int/safety/fatiguemanagement/FRMS%20Tools/Doc%209966.FRMS.2016%20Edition.en.pdf.
13. Mohren, D.C.L., Jansen, N., van Amelsvoort, L., and Kant, I. (2007). An Epidemiological Approach of Fatigue and Work: Experiences from the Maastricht Cohort Study, Programma Epidemiologie van Arbeid en Gezondheid.
14. Cognitive performance, fatigue, emotional, and physiological strains in simulated long-duration flight missions10.1080/08995605.2021.1989236 ↗
15. Road characteristics and driver fatigue: A simulator study10.1080/15389580701354318 ↗
16. Applying neural network analysis on heart rate variability data to assess driver fatigue10.1016/j.eswa.2010.12.028 ↗
17. Cruz, C.E., Boquet, A.J., Hackworth, C., Holcomb, K., and Nesthus, T.E. (2004). Gender and Family Responsibilities as They Relate to Sleep and Fatigue Responses on the FAA Air Traffic Control Shiftwork Survey, Aviation, Space, and Environmental Medicine.
18. Cruz, C.E., Schroeder, D.J., and Boquet, A.J. (2005, January 9–12). The relationship of age and shiftwork to sleep, fatigue and coping strategies in air traffic controllers. Proceedings of the 76th Scientific Meeting of the Aerospace Medical Association, Kansas City, MO, USA.
19. Nesthus, T.E., Dobbins, L., Becker, J.T., and Della Rocco, P. (2001, January 6–10). Shiftwork-related changes in subjective fatigue and mood for a sample of air traffic control specialists. Proceedings of the Briefing Presented at the Aerospace Medical Association 72nd Annual Scientific Meeting, Reno, NV, USA.
20. Work hours, sleepiness and the underlying mechanism10.1111/j.1365-2869.1995.tb00221.x ↗
21. Predictions from the Three-Process Model of Alertness
22. The link between fatigue and safety10.1016/j.aap.2009.11.011 ↗
23. EUROCONTROL (2020, January 20). Fatigue and Sleep Management: Personal Strategies for Decreasing the Effects of Fatigue in air Traffic Control. European Organisation for the Safety of Air Navigation. Available online: https://www.eurocontrol.int/sites/default/files/publication/files/sleep-mgnt-online-13032018.pdf.
24. Effects of work shifts on fatigue levels of air traffic controllers10.1016/j.jairtraman.2019.01.013 ↗
25. Work-related stress and health-risks, mechanisms and countermeasures10.5271/sjweh.1047 ↗
26. Fatigue in air traffic control
27. An overview of sleepiness and accidents10.1111/j.1365-2869.1995.tb00220.x ↗
28. Modelling fatigue and the use of fatigue models in work settings10.1016/j.aap.2009.12.030 ↗
29. Summary of the key features of seven biomathematical models of human fatigue and performance
30. Modeling performance and alertness: The QinetiQ approach
31. Fatigue models for applied research in warfighting
32. NASA-task load index (NASA-TLX); 20 years later10.1177/154193120605000909 ↗
33. Zhang, J., and Du, F. (2015, January 2–7). Relational complexity network and air traffic controllers’ workload and performance. Proceedings of the Engineering Psychology and Cognitive Ergonomics: 12th International Conference, EPCE 2015, Held as Part of HCI International 2015, Los Angeles, CA, USA. Proceedings 12.
34. Air traffic controller workload level prediction using conformalized dynamical graph learning10.1016/j.aei.2023.102113 ↗
35. Elbow and wrist/hand symptoms among 6943 computer operators: A 1-year follow-up study (the NUDATA Study)10.1002/ajim.20081 ↗
36. The Multidimensional Fatigue Inventory (MFI) psychometric qualities of an instrument to assess fatigue10.1016/0022-3999(94)00125-O ↗
37. Validity and reliability of a scale to assess fatigue10.1016/0165-1781(91)90027-M ↗
38. Validation of the German version of the brief fatigue inventory10.1016/S0885-3924(03)00073-3 ↗
39. Development of a fatigue scale10.1016/0022-3999(93)90081-P ↗
40. Psychometric properties of the fatigue severity scale and the modified fatigue impact scale10.1016/j.jns.2013.05.023 ↗
41. Posturography as an indicator of fatigue due to sleep deprivation
42. Using EEG spectral components to assess algorithms for detecting fatigue10.1016/j.eswa.2007.12.043 ↗
43. Relationship between air traffic controllers’ eye movement and fatigue
44. Study on face feature recognition-based fatigue monitoring method for air traffic controller
45. Detection of air traffic controllers’ fatigue using voice analysis-An EEG validation study10.1016/j.ergon.2023.103442 ↗
46. Role conflict and ambiguity as critical variables in a model of organizational behavior10.1016/0030-5073(72)90030-X ↗
47. A personality scale of manifest anxiety10.1037/h0056264 ↗
48. Relationship of job stress and Type-A behavior to employees, job satisfaction, organization commitment, psychosomatic health problems and turnover motivation10.1177/001872679004300802 ↗
49. EEG-based analysis of air traffic conflict: Investigating controllers’ situation awareness, stress level and brain activity during conflict resolution10.1017/S0373463319000882 ↗
50. Role clarity, need for clarity, satisfaction, tension, and withdrawal10.1016/0030-5073(71)90007-9 ↗
51. Strategies to Overcome Fatigue in Air Traffic Control Based on Stress Management10.9790/1813-0604014857 ↗
52. Fatigue and Stress in Air Traffic Controllers10.1080/00140137108931234 ↗
53. Impact of abusive supervision on organizational citizenship behavior: Mediating role of job tension, emotional exhaustion and turnover intention10.9790/487X-16217074 ↗
54. ATC-lab Advanced: An air traffic control simulator with realism and control10.3758/BRM.41.1.118 ↗
55. Monte Carlo Optimization for Conflict Resolution in Air Traffic Control10.1109/TITS.2006.883108 ↗
56. Managing emergencies and abnormal situations in air traffic control (part I): Taskwork strategies10.1016/j.apergo.2009.12.019 ↗
57. Changes in physical workload with implementation of mouse-based information technology in air traffic control10.1016/j.ergon.2006.03.002 ↗
58. Attentional costs and failures in air traffic control notifications10.1080/00140139.2014.952680 ↗
59. Human factors assessment of conflict resolution aid reliability and time pressure in future air traffic control10.1080/00140139.2014.997301 ↗
60. The Effect of Fatigue on Air Traffic Controllers10.1080/10508414.2015.981488 ↗
61. The prefrontal cortex in sleep10.1016/S1364-6613(02)01992-7 ↗