Organizational Pressure and Pilot Decision-Making in Adverse Weather: A Naturalistic Decision-Making Analysis of Helicopter Accidents
DOI:
https://doi.org/10.1590/jatm.v18.1428Keywords:
Human factors, HFACS, Bow tie diagram, Aeronautical accidents, Flight safety management systemAbstract
This paper aims to analyze helicopter accidents occurring in meteorological scenarios where flights should have been avoided, identifying patterns that influence pilots’ misjudgments. This work uses two analytical frameworks: the Human Factors Analysis and Classification System (HFACS) and bow tie diagrams, applied to four selected helicopter accident cases. The HFACS model systematically categorizes failures at four hierarchical levels (organizational influences, unsafe supervision, preconditions for unsafe acts, and unsafe acts), whereas bow tie diagrams visually map threats, preventive barriers, the critical top event, and mitigation barriers related to the accidents. The results consistently revealed organizational and self-imposed pressures influencing the decision-making of pilots to proceed under unsafe weather conditions, but these decisions were also shaped by additional factors, such as inadequate training, insufficient operational oversight, fatigue, poor risk perception, spatial disorientation, and misuse of onboard instruments, such as the meteorological radar. The bow tie diagrams highlighted latent conditions, the inadequacy or absence of safety barriers, and the critical short timeframe available for mitigating actions once control was lost. The study concludes that enhancing organizational oversight, structured training, and proper understanding of avionic systems, particularly weather radar capabilities and limitations, are important to preventing similar accidents in the future.
References
[ANAC] Agência Nacional de Aviação Civil (2025) Com 118 milhões de passageiros transportados em 2024, setor aéreo tem segundo melhor desempenho da história. [accessed Jul 28 2025]. Available at https://www.gov.br/anac/pt-br/noticias/2025/com-118-milhoes-de-passageiros-transportados-em-2024-setor-aereo-tem-segundo-melhor-desempenhos-da-historia
[ANAMT] Associação Nacional de Medicina do Trabalho (2024) Acidentes de trânsito no Brasil registram mais de 92 mortes por dia, estima Abramet. [accessed Jul 25 2025]. Available at https://www.anamt.org.br/portal/2024/10/15/acidentes-detransito-no-brasil-registram-mais-de-92-mortes-por-dia-estima-abramet/
[CCPS] Center for Chemical Process Safety (2018) Bow ties in risk management. Hoboken: John Wiley & Sons.
[ICAO] International Civil Aviation Organization (2025) Welcome to the USOAP continuous monitoring approach (CMA) website. [accessed Jul 27 2025]. Available at https://www.icao.int/safety/CMAForum/Pages/default.aspx
Bills K, Costello L, Cattani M (2023) Major aviation accident investigation methodologies used by ITSA members. Saf Sci 168:106315. https://doi.org/10.1016/j.ssci.2023.106315
Caruzzo A, Belderrain MCN, Fisch G (2021) Aplicações da meteorologia nas operações de lançamento de foguetes: uma visão geral da estruturação do problema ao processo decisório. Spectrum Apl Oper Areas Def 22:65-70. https://spectrum.ita.br/index.php/spectrum/article/view/289/235
Casale DE, Ambrosio DR, Drago MKM, Cardoso Júnior MM, Loures da Costa LEV (2025) Understanding pilot decisionmaking failures in adverse weather: an HFACS and bowtie diagram analysis of helicopter accidents. Paper presented 2025 XXII Simpósio de Transporte Aéreo. Sociedade Brasileira de Pesquisa em Transporte Aéreo; Brasília, Brazil. https://www.researchgate.net/publication/400156142_UNDERSTANDING_PILOT_DECISION-MAKING_FAILURES_IN_ADVERSE_WEATHER_AN_HFACS_AND_BOWTIE_DIAGRAM_ANALYSIS_OF_HELICOPER_ACCIDENTS
Casale DE, Silva RC, Loures da Costa LEV (2024) Pesquisa comparativa de sistemas militares aplicada a sistemas de aeronaves remotamente pilotadas. Paper presented 2024 XXVI Simpósio de Aplicações em Áreas de Defesa. Instituto Tecnológico de Aeronáutica; São José dos Campos, Brasil. https://www.sige.ita.br/edicoes-anteriores/2024/st/243126_1.pdf
Casale DE, Silva RC, Viana Júnior JTL, Cardoso Júnior MM, Costa LEVL (2026) A method for eliciting safety requirements for military unmanned aircraft systems related to critical scenarios. J Aerosp Technol Manag 18, e1726. https://doi.org/10.1590/jatm.v18.1426
Correa CRP, Cardoso Júnior MM (2007) Análise e classificação dos fatores humanos nos acidentes industriais. Production 17(1):186-198. https://doi.org/10.1590/S0103-65132007000100013
Diário Oficial da União, Edição 207, seção 1, p. 2. 2018. [accessed Jul 20 2025]. Available at https://www2.camara.leg.br/legin/fed/decret/2018/decreto-9540-25-outubro-2018-787269-publicacaooriginal-156633-pe.html?utm_source=chatgpt.com
Hoebbel CL, Bellanca JL, Hrica JK (2024) Lessons learned from haul truck operator near-miss events: use of the critical decision method to identify strategies to improve operator safety in mining. Min Metall Explor 41. https://doi.org/10.1007/s42461-024-01066-3
Klein GA, Calderwood R, Macgregor D (1989) Critical decision method for eliciting knowledge. IEEE Trans Syst Man Cybern 19(3). https://doi.org/10.1109/21.31053
Leitão IR, Andrade D, Leão MS, Sarkis PAG (2022) BowTie methodology for the risk management of the spin maneuver during flight training in Brazil. J Aerosp Technol Manag 14. https://doi.org/10.1590/jatm.v14.1268
Liu Q, Li F, Ng KKH, Han J, Feng S (2025) Accident investigation via LLMs reasoning: HFACS-guided chain-of-thoughts enhance general aviation safety. Expert Syst Appl 269:126422. https://doi.org/10.1016/j.eswa.2025.126422
Lourenço CC, Cardoso Júnior MM (2025) Naturalistic decision-making in military aviation: significant milestones, trends, and gaps. Paper presented 2025 22nd Congress of the International Ergonomics Association. International Ergonomics Association; Springer, Singapore. https://link.springer.com/chapter/10.1007/978-981-96-9334-4_7
Maliszewski E (2021) Aviões agrícolas são os que mais sofrem acidentes. [accessed Jul 12 2025]. Available at https://www.agrolink.com.br/noticias/avioes-agricolas-sao-os-que-mais-sofrem-acidentes_458441.html
Plant KL, Stanton NA (2016) Distributed cognition and reality: how pilots and crews make decisions. Boca Raton: CRC Press. https://doi.org/10.1201/9781315577647
Reason J (1990) Human error. Cambridge: Cambridge University Press.
Silva Júnior FA, Fonseca JMV, Silva INM, Gaspar AV, Cardoso Júnior MM (2024) Helicopter accidents in Brazil: an analysis of maintenance from the perspective of human factors. Paper presented 2024 34th International Council of the Aeronautical Sciences. ICAS; Florence, Italy. https://www.researchgate.net/publication/384690142_HELICOPTER_ACCIDENTS_IN_BRAZIL_AN_ANALYSIS_OF_MAINTENANCE_FROM_THE_PERSPECTIVE_OF_HUMAN_FACTORS
Small A (2020) Human factors analysis and classification system (HFACS): as applied to Asiana Airlines Flight 214. J Purdue Undergrad Res 10(1). https://doi.org/10.7771/2158-4052.1485
Souza MRC, Russomano T (2017) Experiência na utilização do modelo HFACS (sistema de análise e classificação de fatores humanos) na estruturação de mapas causais de eventos adversos. Aviat Focus J Aeronaut Sci 7(1):14. https://doi.org/10.15448/2179-703X.2017.1.27186
Stanton NA, Salmon PM, Rafferty LA, Walker GH, Baber C (2013) Human factors methods: a practical guide for engineering and design. 2nd ed. Farnham: Ashgate Publishing Company.
Voicu I, Panaitescu FV, Panaitescu M, Dumitrescu LG, Turof M (2018) Risk management with bowtie diagrams. IOP Conf Ser Mater Sci Eng 400:082021. https://doi.org/10.1088/1757-899X/400/8/082021
Wiegmann DA, Shappell SA (2017) A human error approach to aviation accident analysis. New York: Routledge. https://doi.org/10.4324/9781315263878
Wolters Kluwer (2025a) The bowtie method. [accessed Jul 22 2025]. Available at https://www.wolterskluwer.com/en/solutions/enablon/bowtie/expert-insights/barrier-based-risk-management-knowledge-base/the-bowtie-method
Wolters Kluwer (2025b) The history of bowtie. [accessed Jul 22 2025]. Available at https://www.wolterskluwer.com/en/solutions/enablon/bowtie/expert-insights/barrier-based-risk-management-knowledge-base/the-historie-of-bowtie
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Douglas Estevam Casale, Rafaela Campos da Silva, Dante Ricardo Ambrosio, Mirian Kelly Miranda Drago, Moacyr Machado Cardoso Júnior, Luís Eduardo Vergueiro Loures da Costa

This work is licensed under a Creative Commons Attribution 4.0 International License.
This work is licensed under a Creative Commons — Attribution 4.0 International — CC BY 4.0. Authors are free to Share (copy and redistribute the material in any medium or format) and Adapt (remix, transform, and build upon the material for any purpose, even commercially). JATM allow the authors to retain publishing rights without restrictions.








