Articles

The Role of Fatigue and Work Overload in Predicting Work Situation Awareness among Workers

Abstract

Important factor in the prevention of industrial accidents involve of the ability of employees to maintain awareness of the work situation, understand the information it holds, and predict how situations will develop. In this study, we examined the role of fatigue and work overload in predicting work situation awareness among workers. The current study was a cross-sectional study. The sample consisting of 180 employees in National Petrochemical Company in 2014 was selected according to the stratified random sampling method and responded to questionnaires about demography characteristics, work situation awareness, fatigue and work overload. The data were analyzed by correlation techniques and stepwise regression. There was internal correlation among fatigue, work overload and work situation awareness. In addition, the results of stepwise regression analysis revealed that fatigue and work overload significantly predicted, respectively, almost 33% and 14% of variances of work situation awareness among workers. Fatigue and work overload can predict work situation awareness. Therefore, considering these variables can be important to promoting the awareness of work situation among workers.

Cullen W. The public inquiry into the Piper Alpha disaster.1st ed, HMSO, London, England, 1990.

Sneddon A, Mearns K, Flin R. Situation awareness and safety in offshore drill crews. Cogn Technol Work 2006; 8(4): 255-267.

Turner B, Pidgeon N. Man-made disasters. 2nd ed, Oxford Butterworth-Heinemann, London, England, 1997.

Reason J. Human error. 2nd ed, Cambridge University Press, Cambridge, England, 1990.

Styles E. The psychology of attention.1st ed, Psychology Press, London, England, 2006.

Strater O. Cognition and safety. 2nd ed, Ashgate Publishing Company, Aldershot, USA, 2005.

Endsley M. Situation awareness global assessment technique (SAGAT). The National Aerospace and Electronics Conference (NAECON), May 1988; IEEE, New York, USA.

Endsley M, Garland D. Situation awareness analysis and measurement. 1st ed, Lawrence Erlbaum, Mahwah, New Jersey, 2000.

Fletcher G, Flin R, McGeorge P, Glavin R, Maran N, Patey R. Rating non-technical skills: developing a behavioral marker system for use in anaesthesia. Cogn Technol Work 2004; 6:165–171.

Patrick J, Belton S. What‟s going on? Nucl Eng Int 2003; 48(582): 36–40.

Sexton JB, Thomes EJ, Helmreich RL. Error, stress and teamwork in medicine and aviation: cross-sectional surveys. BMJ 2000; 320: 745–749.

Flin R, Slaven G. Managing the Offshore installation workforce. 1st ed, Penwell Books,Oklahoma, 1996.

National Commission on the BP Deepwater Horizon Oil Spill. Deep water: the Gulf oil disaster and the future of offshore drilling. Perseus Distribution Digital. June 2011.

Spencer MB, Robertson KA, Folkard S. The development of a fatigue/risk index for shift workers (Research Rep. 446). HSE Books, Sudbury, England, 2006.

Rosekind M, Gander P, Miller D, Gregory K, Smith R, Weldon K, Co E, McNally K, Lebacqe J. Fatigue in operational settings: examples from the aviation environment. Hum Factors 1994; 36: 327–338.

Dawson D, Reid K. Fatigue, alcohol and performance impairment. Nature 1997; 388: 235.

Sutherland K, Flin R. Stress at sea: a review of working conditions in the Offshore oil and fishing industries. Work Stress 1989; 3:269–285.

Wadsworth EJK, Allen PH, McNamara RL, Smith AP. Fatigue and health in a seafaring population. Occup Med 2008; 58: 198–204.

Fletcher A, Dawson D. Field-based validations of a work-related fatigue model based on hours of work. Trans Res Part F 2001; 4: 75–88.

Hockey GRJ, Wastell DG, Sauer J. Effects of sleep deprivation and user interface on complex performance: a multilevel analysis of compensatory control. Hum Factors 1998; 40 (2): 233-253.

Matthews G, Desmond PA. Task-induced fatigue effects on simulated driving performance. Q J ExpPsychol 2002; 55(2): 659–686.

Van Dongen HPA, Maislin G, Mullington JM, Dinges DF. The cumulative cost of additional wakefulness: dose-response effects on neurobehavioral functions and sleep physiology from chronic sleep restriction and total sleep deprivation. Sleep 2003; 26: 117–126.

Hockey GRJ. Compensatory control in the regulation of human performance under stress and high workload: a cognitive-energetical framework. Biol Psychol 1997; 45(1–3):73–93.

Hart SG, Staveland LE. Development of a Multi-dimensional Workload Rating Scale: Results of Empirical and Theoretical Research. In: Hancock PA, & Meshkati N. Human Mental Workload. 1st ed. Ed by Elsevier, Amsterdam, Holland, 1988; pp 139-183.

Stanton N, Chambers P, Piggott J. Situational awareness and safety. Safety Sci 2001; 39: 189–204.

Mearns K, Whitaker S, Flin R. Safety climate, safety management practice and safety performance in Offshore environments. Safety Sci 2003; 41:641–680.

Parkes K. Psychosocial aspects of stress, health and safety on North Sea installations. Scand J Work Environ Health 1998; 24:321–333.

Monazzam MR, Golbabaei F, Hematjo R, Hosseini M, Nassiri P, Dehghan SF. Evaluation of DI, WBGT and Swreq/PHS Heat Stress Indices for Estimating the Heat Load on the Employees of a Petrochemical Industry. IJOH 2014; 6(1): 6-10.

Molavi H. SPSS 10-13-14 applied guidance in behavioral sciences. 2nd ed, Poyesh Andishe Publication, Isfahan, Iran, 2007. [Persian]

Sneddon A, Mearns K, Flin R. Stress, fatigue, situation awareness and safety in offshore drilling crews. Safety Sci2013; 56: 80-88.

Chalder T, Berelowitz G, Hirsch S. Development of a fatigue scale. J Psychosom Res 1993; 31: 147-153.

Beshlide K. Personality, cognitive, and organizational and life-physical variables as predictors of accident-taking in employees of a company in Ahvaz. PhD thesis.ShahidChamran University, Ahvaz, Iran, 2006. [In Persian]

Beehr T, Walsh J, Taber T. Relationship of stress to individually and organizationally valued states: higher order needs as a moderator. J OccupPsychol 1976; 61: 41-47.

Munteanu MR. Safety attitudes in the Ontario construction. MA thesis, University of Toronto,Canada, 2005.

Wallace JC, Vodanovich SJ, Restino BM. Predicting cognitive failures from boredom proneness and daytime sleepiness scores: an investigation within military and undergraduate samples. Pers Individ Dif 2003; 34: 635–644.

Lorist MM, Boksem MA, Ridderinkhof KR. Impaired cognitive control and reduced cingulate activity during mental fatigue. Cognitive Brain Res 2005; 24(2): 199-205.

McDonald E, Cope H, David A. Cognitive impairment in patients with chronic fatigue: a preliminary study. J Neurol Neurosurg Psychiatr 1993; 56(7): 812-815

Gibbs M, Hampton S, Morgan L, Arendt J. Effects of shift schedule on offshore shift workers‟ circadian rhythms and health. HSE Books, Suffolk, England, 2005.

Belenky G, Wesensten NJ, Thorne DR, Thomas ML, Sing HC, et al. 2003. Patterns of performance degradation and restoration during sleep restriction and subsequent recovery: a sleep dose-response study. J Sleep Res 2003; 12: 1–12.

Svensson E, Wilson GF. Psychological and psycho-physiological models of pilot performance for systems development and mission evaluation. Int J Aviat Psychol 2002; 12(1): 95-110.

Svensson E, Angelborg-Thanderz M, Sjöberg L. Mission challenge, mental workload and performance in military aviation. Aviat Space Environ Med 1993; 64: 98-991.

Svensson E, Angelborg-Thanderz M, Sjöberg L, Olsson S. Information complexity- mental workload and performance in combat aircraft. Ergon 1997; 40(3): 362-380.

Nählinder S, Berggren P. Dynamic assessment of operator status. In Proceedings of the HFES 2002 Conference, July 2002; Baltimore, MD, USA.

Nählinder S, Berggren P, Svensson E. Reoccuring LISREL patterns describing mental workload, situation awareness and performance. In Proceedings of the Human Factors and Ergonomics society 48th Annual Meeting, September 2004; LA, New Orleans.

Jöreskog KG, Sörbom D. LISREL 8: structural equation modeling with the SIMPLIS command language. SSI Scientific Software International, Hove, 1998.

Hancock PA, Szalma JL. Performance under Stress. 1st ed, Ashgate Publishing, Aldershot, England, 2008.

Sawaragi T, Murasawa K. Simulating behaviors of human situation awareness under high workloads. Artif Intell Eng 2001; 15(4): 365-381.

Hancock PA, Warm JS. A dynamic model of stress and sustained attention. Hum Factors 1989; 31: 519-537.

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IssueVol 7 No 1 (2015) QRcode
SectionArticles
Published2015-10-14
Keywords
Fatigue Work Overload Work Situation Awareness Workers

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How to Cite
1.
ZADEHGHOLAM Z, KIANI F, KHASTWO-HASHJIN H, KHODABAKHSH M. The Role of Fatigue and Work Overload in Predicting Work Situation Awareness among Workers. Int J Occup Hyg. 2015;7(1):38-44.