You are viewing a javascript disabled version of the site. Please enable Javascript for this site to function properly.
Go to headerGo to navigationGo to searchGo to contentsGo to footer
In content section. Select this link to jump to navigation

Study of fatigue and workload among aircraft de-icing technicians

Abstract

BACKGROUND:

Fatigue and workload experienced by aircraft de-icing personnel have been largely neglected in occupational health and safety research.

OBJECTIVE:

To provide an initial assessment of fatigue and workload among de-icing ground crews.

METHODS:

Company records were used to reveal possible relationships between different variables (age, seniority, truck type, and work shift). A group of 20 volunteer participants (17 men and 3 women) rated their level of fatigue before and after one shift using the Samn-Perelli fatigue scale. Workload was evaluated using the NASA-TLX method at the end of the shift.

RESULTS:

The average fatigue experienced by de-icing worker was significantly greater (P = 0.043) for the technicians in open-basket trucks than for the ones in trucks with a cabin (4.43 vs 3.37). Furthermore, there was a significant age difference (P= 0.048) in the perceived level of fatigue (4.1 vs 3.1), with younger workers (< 30 years) reporting a higher level than older workers (≥ 30 years). Overall NASA-TLX score were not significant (P> 0.05) for any of the factors tested: type of truck, shift and age.

CONCLUSIONS:

The results suggest that particular attention should be paid to young technicians and technicians working in open-basket trucks, since the fatigue levels reported in association with these factors were higher.

References

[1] 

Banke J. Aircraft Icing: The Tyranny of Temperature. In: Hllion RP, editor. NASA's contributions to aeronautics: Flight environment, Operations, Flight testing and research. 2: National Aeronautics and Space Administration; (2010) : 704-61.

[2] 

Sheridan TB. Risk, Human Error, and System Resilience: Fundamental Ideas. Human Factors: The Journal of the Human Factors and Ergonomics Society. (2008) ; 50: : 418-26.

[3] 

Eklund J. Ergonomics, quality and continuous improvement conceptual and empirical relationships in an industrial context. Ergonomics. (1997) ; 40: (10): 982-1001.

[4] 

BST. Rapport d'enquê sur accident aéronautique: collision avec un véhicule Royal Air Maroc, boeing 747-400 CN-RGA aéroport international de Montréal/Mirabel (Québec) 21 janvier 1995: Bureau de la sécurité des transports du Canada; (1995) . p. 46.

[5] 

Piggot P. Clearing a safer path 2011 2013/02/19:[1 p.]. Available from: http://www.wingsmagazine.com/content/view/ 6807/.

[6] 

BST. Opérations en hiver: Quasi-répétition de l'accident de dégivrage de Mirabel. Sécurité aérienne - Nouvelles [Internet]. 2006 2013/02/04; (4). Available from: http://www.tc.gc.ca/fra/aviationcivile/publications//tp185-4-06-operations-4024.htm#erreur.

[7] 

Spalding D. Burning de-icing fluid blamed for smoke that forced Sunwing emergency landing. Ottawa Citizen [Internet]. 2013 22/03/13. Available from: http://www.ottawacitizen.com/news/canada/Paralympics+blaze+glory/2710615/Burning +icing+fluid+blamed+smoke+that+forced+Sunwing+emergency+landing/8137440/story.html.

[8] 

Deicing-Innovations. KLM Deicing Accident Reminiscent of Mirabel 2012 2013/01/29. Available from: http://deicing innovations.com/?p=1914.

[9] 

Gander P, , Hartley L, , Powell D, , Cabon P, , Hitchcock E, , Mills A, et al. Fatigue risk management: Organizational factors at the regulatory and industry/company level. Accident Analysis & Prevention. (2011) ; 43: (2): 573-90.

[10] 

Jansen NWH, , van Amelsvoort LGPM, , Kristensen TS, , van den Brandt PA, , Kant I. Work schedules and fatigue: A prospective cohort study. Occupational and Environmental Medicine. (2003) ; 60: (suppl 1): i47-i53.

[11] 

Lerman SE, , Eskin E, , Flower DJ, , George EC, , Gerson B, , Hartenbaum N, et al. Fatigue Risk Management in the Workplace. Journal of Occupational and Environmental Medicine. (2012) ; 54: (2): 231-58. 10.1097/JOM.0b013e318247a3b0.

[12] 

Williamson A, , Lombardi DA, , Folkard S, , Stutts J, , Courtney TK, , Connor JL. The link between fatigue and safety. Accident Analysis & Prevention. (2011) ; 43: (2): 498-515.

[13] 

Boivin DB, , Boudreau P. Impacts of shift work on sleep and circadian rhythms. Pathologie Biologie. (2014) ; 62: (5): 292-301.

[14] 

Mearns K, , Kirwan B, , Reader TW, , Jackson J, , Kennedy R, , Gordon R. Development of a methodology for understanding and enhancing safety culture in Air Traffic Management. Safety Science. (2013) ; 53: (0): 123-33.

[15] 

Powell DMC, , Spencer MB, , Petrie KJ. Automated Collection of Fatigue Ratings at the Top of Descent: A Practical Commercial Airline Tool. Aviation, Space, and Environmental Medicine. (2011) ; 82: (11): 1037-41.

[16] 

Tvaryanas AP, , Macpherson GD. Fatigue in Pilots of Remotely Piloted Aircraft Before and After Shift Work Adjustment. Aviation, Space, and Environmental Medicine. (2009) ; 80: (5): 454-61.

[17] 

Lee Y-H, , Liu B-S. Inflight Workload Assessment: Comparison of Subjective and Physiological Measurements. Aviation, Space, and Environmental Medicine. (2003) ; 74: (10): 1078-84.

[18] 

Transports Canada. Système de gestion des risques liés à la fatigue pour le milieu aéronautique canadien: Introduction à la gestion de la fatigue. 2007 Contract No.: TP 14572F.

[19] 

Noy YI, , Horrey WJ, , Popkin SM, , Folkard S, , Howarth HD, , Courtney TK. Future directions in fatigue and safety research. Accident Analysis & Prevention. (2011) ; 43: (2): 495-7.

[20] 

Hart SG, NASA-Task Load Index (NASA-TLX); 20 Years Later. Human Factors and Ergonomics Society 50th Annual Meeting; (2006) ; Santa Monica: HFES.

[21] 

Tsang PS, , Vidulich MA. Mental Workload and Situation Awareness. Handbook of Human Factors and Ergonomics: John Wiley & Sons, Inc.; (2006) . p. 243-68.

[22] 

Schvaneveldt RW, , Gomez RL, , Reid GB. Modeling Mental Workload United States Air Force Research Laboratory; (1997) . Available from: http://www.dtic.mil/cgi-bin/GetTRDoc?AD=ADA387779.

[23] 

Samn SW, , Perelli LP. Estimating Aircrew Fatigue: A Technique with Application to Airlift Operations. Brooks Airforce Base, Texas: USAF School of Aerospace Medicine; (1982) . 29.

[24] 

Hart SG, , Staveland LE. Development of NASA-TLX (Task Load Index): results of empirical and theoretical research. In: Hancock PA, Meshkati N, editors. Human Mental Workload. Amsterdam: North Holland Press; (1988) . p. 5-39.

[25] 

Dijk DJ, , Duffy JF, , Czeisler CA. Contribution of circadian physiology and sleep homeostasis to age-related changes in human sleep. Chronobiology International. (2000) ; 17: (3): 285-311.

[26] 

Harvard Medical School. Changes in Sleep with Age 2007 [3 mars 2014]. Available from: http://healthysleep.med. harvard.edu/healthy/science/variations/changes-in-sleep-with-age.

[27] 

Folkard S, , Robertson KA, , Spencer MB. A Fatigue/Risk Index to assess work schedules. Somnologie. (2007) ; 11: (3): 177-85.

[28] 

Dorrian J, , Baulk SD, , Dawson D. Work hours, workload, sleep and fatigue in Australian Rail Industry employees. Applied Ergonomics. (2011) ; 42: (2): 202-9.

[29] 

Noyes JM, , Bruneau DPJ. A self-analysis of the NASA-TLX workload measure. Ergonomics. (2007) ; 50: (4): 514-9.

[30] 

Rubio S, , Díaz E, , Martín J, , Puente JM. Evaluation of Subjective Mental Workload: A Comparison of SWAT, NASA-TLX, and Workload Profile Methods. Applied Psychology. (2004) ; 53: (1): 61-86.

[31] 

Stiger TR, , Kosinski AS, , Barnhart HX, , Kleinbaum DG. Anova for repeated ordinal data with small sample size? A comparison of anova, manova, wls and gee methods by simulation. Communications in Statistics - Simulation and Computation. (1998) ; 27: (2): 357-75.

[32] 

Civil Aviation Authority. Aircrew fatigue: A review of research undertaken on behalf of the UK Civil Aviation Authority. Norwich, UK: The Stationery Office. CAA Paper 2005/04; (2005) , p. 68.

[33] 

Miller S. Literature Review: Workload Measures. The University of Iowa: National Advanced Driving Simulator; (2001) . Available from: http://www.nads-sc.uiowa.edu/publicationStorage/200501251347060.N01-006.pdf.

[34] 

May J, , Kline P. Problems in using an adjective checklist to measure fatigue. Personality and Individual Differences. (1988) ; 9: (4): 831-2.

[35] 

Michael DJ, , Daugherty S, , Santos A, , Ruby BC, , Kalns JE. Fatigue biomarker index: An objective salivary measure of fatigue level. Accident Analysis & Prevention. (2012) ; 45 Supplement: : 68-73.

[36] 

Eriksson M, , Papanikotopoulos NP, editors. Eye-tracking for detection of driver fatigue. Intelligent Transportation System, 1997 ITSC '97, IEEE Conference on; 9-12 Nov (1997) .