Abstract
Behavioral-based safety (BBS) is an evolving process that uses positive reinforcement to change unsafe individual behavior and improve safety performance, as part of a positive safety culture. As this research indicates, BBS strongly affects the safety on maritime operations. Utilizing attitude questionnaires, this paper presents the research effort in asserting the attitudes of Greek maritime officers and their opinions in order to introduce the BBS process in the maritime domain. This paper’s scope is to present the current results of our statistical analysis on a sample of 905 Greek officers. Such a large sample provides an understanding of the behavior of respondents. The application of numerous statistical tests (Krause et al., Safety Sci 32:1–18, 1999) and factor analysis in this population showed that fatigue perception, communication climate, stress recognition, teamwork climate, perception of management, safety culture, and human limitations are the nontechnical aspects that influence the performance of maritime officers. The findings of NTUA’s research highlight the importance of specific nontechnical skills such as fatigue or communication that seem to contribute to the effective implementation of BBS in the maritime industry. Indicatively, it is surprising that although officers recognize fatigue as the main cause of human error in the maritime environment, they do not suggest rest as a potential solution to overcome it. Nontechnical skills proved to have a significant, strong relationship with age, officers’ rank, and the type of vessels; in effect, employing these results may lead to the development of an efficient BBS framework.
Similar content being viewed by others
References
Barnett M, Gatfield D, Pekcan C (2006) Non-technical skills: the vital ingredient in world maritime technology? Proceedings of the International Conference on World Maritime Technology, London: Institute of Marine Engineering, Science and Technology
Bartholomew DJ, Steele F, Galbraith J, Moustaki I (2008) Analysis of multivariate social science data, 2nd edn. Chapman and Hall/CRC, New York, Statistics in the social and behavioral sciences series. ISBN 1584889608
Barton R, Tardif P (2002) Implementing successful incentive programs within transport fleets. Proceedings of the international truck & bus safety & policy symposium, Center for Transportation Research, University of Tennessee, and National Safety Council, Knoxville, 3–5 April 2002, pp 45–55
Bureau of Labor Statistics (2002) National census of fatal injuries in 2001. Report USDL 02-541. US Department of Labor. US Government Printing Office, Washington, DC
Child D (1990) The essentials of factor analysis, 2nd edn. Cassel Educational Limited, London
Child D (2006) The essentials of factor analysis, 3rd edn. Continuum International, New York. ISBN 978-0-8264-8000-2
Crichton M (2005) Attitudes to teamwork, leadership, and stress in oil industry drilling teams. Original Research Article Safety Science 43(9):679–696
DePasquale J, Geller S (2009) Critical success factors for behavior-based safety: a study of twenty industry-wide applications. J Saf Res 30(4):237–249
Devriendt E, Van den Heede K, Coussement J, Dejaeger E, Surmont K, Heylen D, Schwendimann R, Sexton B, Wellens N, Boonen S, Milisen K (2012) Content validity and internal consistency of the Dutch translation of the Safety Attitudes Questionnaire: an observational study. Int J Nurs Stud 49:327–337
Flin R, O’Connor P, Crichton M (2008) Safety at the sharp end: a guide to non-technical skills. Ashgate, Hampshire
Geller ES (2001) Behavior-based safety in industry: realizing the large-scale potential of psychology to promote human welfare. Original Research Article Applied and Preventive Psychology 10(2):87–105
Geller ES, Williams J (2000) Behavior-based intervention for occupational safety: critical impact of social comparison feedback. J Saf Res 31(3):135–142, Autumn 2000
Guastello S (2006) Human factors engineering and ergonomics: a systems approach. CRC, Boca Raton
Hantula DA, DeNicolis Bragger J, Rajala A (2001) Slips and falls in stores and malls: implications for community-based prevention. J Prev Interv Community 22:67–80
Hartland G (1998) Behavioural safety in the marine sector. http://www.he-alert.org/filemanager/root/site_assets/standalone_pdfs_0355-/HE00445.pdf. Accessed 2014
Harvey NS (1991) The development and descriptive use of the Lithium Attitudes Questionnaire. Original Research Article Journal of Affective Disorders 22(4):211–219
Hatcher L (1994) A step by step approach to using the SAS system for factor analysis and structural equation modeling. SAS Institute Inc., Cary
Havold JI (2010) Safety culture and safety management aboard tankers. Reliab Eng Syst Safe 95(5):511–519
Helmreich RL, Foushee HC (1993) Why crew resource management? Empirical and theoretical bases of human factors training in aviation. In: Wiener E, Kanki B, Helmreich R (eds) Cockpit Resource Management. Academic, San Diego, pp 3–45
Helmreich RL, Wilhelm JA, Klinect JR, Merritt AC (1999) Culture, error and crew resource management. In: Salas E, Bowers CA, Edens E (eds) Applying resource management in organizations: a guide for professionals. Erlbaum, Hillsdale
Hetherington C, Flin R, Mearns K (2006) Safety in shipping: the human element. J Saf Res 37:401–411
Hickman J, Geller S (2003) A safety self-management intervention for mining operations. J Saf Res 34:299–308
Hickman J, Knipling R, Hanowski R, Douglas W, Inderbitzen R, Bergoffen G (2007) Impact of behavior based safety techniques on commercial motor vehicle drivers. Transportation Research Board, Washington D.C. pp 24–33
Horizon Project (2012) Horizon Project—a wake-up call. Research Report. http://www.project-horizon.eu. Accessed 2013
ΙΜΟ (2001) Guidance in fatigue mitigation and management. IMO Document MSC/Circ.1014 Dated July 12, 2001. London: IMO
ΙΜΟ (2010) Adoption of the final act and any instruments, resolutions and recommendations resulting from the work of the conference. IMO Document STCW/CONF.2/32 Dated July 1, 2010. London: IMO
Krause TR, Seymour KJ, Sloat K (1999) Long-term evaluation of a behavior-based method for improving safety performance: a meta-analysis of 73 interrupted time-series replications. Safety Sci 32(1):1–18
Lauber JK (1984) Resource management in the cockpit. Air Line Pilot, September, Vol 54, No 9.
Likert R (1932) A technique for the measurement of attitudes. Archives of Psychology 140:1–55
Lützhöft MH, Dekker SWA (2002) On your watch: automation on the bridge. J Navig 55(1):83–96
Maersk (2005) The behavioral process can help you. www.seaskill.com. Accessed 2013
Marine Accident Investigation Branch (MAIB) (2004) Bridge watchkeeping safety study.
Martinez de Oses X, Ventikos NP (2003) A critical assessment of human element regarding maritime safety: issues of planning, policy and practice. http://upcommons.upc.edu/e-prints/bitstream/2117/530/1/Marine%20SafetyHuman%20Factor%20paper%20.pdf. Accessed 2013
Melton D, Carver C (2012) Managing commercial auto risk by managing driver behavior. White paper
Miller TR (1997) Estimating the costs of injury to US employers. J Saf Res 28(1):1–13
Nunnally JC (1978) Psychometric theory, 2nd edn. McGraw-Hill, New York
O’Brien G, Barnard L, Pearson J, Rippon L (2002) Behavioural phenotypes of genetic syndromes: summaries including notes on management and therapy. In: O’Brien G (ed) Behavioural phenotypes in clinical practice. Mac Keith, London
Pagge J (2007) A simulation approach on Cronbach’s alpha statistical significance. Original Research Article Mathematics and Computers in Simulation 73(5):336–340
Patterson D, Huang D, Fairbanks R, Wang H (2010) The emergency medical services safety attitudes questionnaire. Am J Med Qual 25:109–115
Rigaud E, Lutzhoft M, Kircher A, Schröder-Hinrichs JU, Baldauf M, Jenvald J, Porathe T (2012) Impact: more than maritime risk assessment. Procedia – Social and Behavioral Sciences 48s, pp 1848–1854, doi:10.1016/j.sbspro.2012.06.1159
Schröder-Hinrichs JU (2010) Human factors in the maritime world: are we keeping up to speed? WMU J Marit Aff 9:1–3
Schröder-Hinrichs JU, Baldauf M, Ghirxi K (2011) Accident investigation reporting deficiencies related to organizational factors in machinery space fires and explosions. Journal of Accident Analysis and Prevention 43:1187–1196
Schröder-Hinrichs JU, Hollnagel E, Baldauf M (2012) From Titanic to Costa Concordia—a century of lessons not learned. WMU J Marit Aff 11:151–167. doi:10.1007/s13437-012-0032-3
Schröder-Hinrichs JU, Hollnagel E, Baldauf M, Hofmann S, Kataria A (2013) Maritime human factors and IMO policy. Marit Policy Manag 40(3):243–260. doi:10.1080/03088839.2013.782974
Schuman H, Presser S (1979) The open and closed question. Am Sociol Rev 44(5):692–712
Smith A, Allen P, Wadsworth E (2006) Seafarer fatigue: the Cardiff research programme. http://www.dft.gov.uk/mca/research_report_464.pdf. Accessed 2013
Sulzer-Azaroff B, Austin J (2000) Does BBS work? Behavior-based safety and injury reduction: a survey of the evidence. Prof Saf 45(7):19–24
US Department of Transportation (2007) Behavior-based safety at Amtrak Chicago associated with reduced injuries and costs
Ventikos NP, Lyridis DV, Lykos GV, Logothetis T (2010) Identifying and assessing non-technical skills on Greek maritime officers: the story under the spotlight. In Proceedings of the Human Performance at Sea (HPAS 2010) Glasgow, pp.433-442
Wilde GS, Saccomanno F, Shortreed J (1996) Improving trucking safety and profitability through safety incentive schemes. Truck safety: perceptions and reality. Waterloo, Ontario, Canada: Institute for Risk Research, University of Waterloo, pp 21–252
Wilpert B (1994) Industrial/organizational psychology and ergonomics toward more comprehensive work sciences. In Proceedings of the 12th Triennial Congress of the International Ergonomics Association, vol. 1: pp 37–40
Acknowledgments
The work reported in this paper has been actively supported by the personnel and acting students of the Center of Education for Mercantile Marine Deck and Engine Officers; they all willingly dedicated their valuable time and experience in the presented research.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Ventikos, N.P., Lykos, G.V. & Padouva, I.I. How to achieve an effective behavioral-based safety plan: the analysis of an attitude questionnaire for the maritime industry. WMU J Marit Affairs 13, 207–230 (2014). https://doi.org/10.1007/s13437-014-0061-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13437-014-0061-1