Managing Human Factor Risk: An Interpretable Decision Support System for Preselecting PTSD Symptoms in Occupational Groups
References
- Burback, L., Brémault-Phillips, S., Nijdam, M.J., McFarlane, A., Vermetten, E., 2024. Treatment of posttraumatic stress disorder: A state-of-the-art review. Current Neuropharmacology, 22(4), 557–635. DOI: 10.2174/1570159X21666230428091433
- Coenen, P., van der Molen, H.F., 2021. What work-related exposures are associated with post-traumatic stress disorder? A systematic review with meta-analysis. BMJ Open, 11(8), e049651. DOI: 10.1136/bmjopen-2021-049651
- Dardzińska-Głębocka, A., Kasperczuk, A., 2016. Comparative evaluation of the different data mining techniques used for the medical database. Acta Mechanica et Automatica, 10(3), 233–238.
- Dardzińska-Głębocka, A., Kasperczuk, A., 2016. Mining of frequent action rules. In: Machine Intelligence and Big Data in Industry. 6th International Conference on Pattern Recognition and Machine Intelligence: PREMI, Studies in Big Data, 19, Springer, Cham, 87–95.
- Flood, A., Keegan, R.J., 2022. Cognitive resilience to psychological stress in military personnel. Frontiers in Psychology, 13, 809003. DOI: 10.3389/fpsyg.2022.809003
- Hines, L.A., Sundin, J., Rona, R.J., Wessely, S., Fear, N.T., 2014. Posttraumatic stress disorder post Iraq and Afghanistan: Prevalence among military subgroups. Canadian Journal of Psychiatry, 59(9), 468–479. DOI: 10.1177/070674371405900903
- Hinojosa, C.A., George, G.C., Ben-Zion, Z., 2024. Neuroimaging of posttraumatic stress disorder in adults and youth: Progress over the last decade on three leading questions of the field. Molecular Psychiatry, 29, 3223–3244. DOI: 10.1038/s41380-024-02558-w
- Ilnicki, S., Radzikowski, A., Szymańska, S., Zbyszewski, M., Tworus, R., Ilnicki, P., Laskowska, A., 2010. Our experience in treatment of veterans of Polish military contingents with combat related stress disorders. In: Ilnicki, S. (ed.), Coping with Posttraumatic Stress Disorder in Returning Troops, NATO Science for Peace and Security Series - E: Human and Societal Dynamics, 68, IOS Press, Amsterdam, 139–149. DOI: 10.3233/978-1-60750-571-6-139
- Maslach, C., 2004. Wypalenie – w perspektywie wielowymiarowej. In: Sęk, H. (ed.), Wypalenie zawodowe. Przyczyny i zapobieganie, Wydawnictwo Naukowe PWN, Warszawa, 61–74.
- Maslach, C., Leiter, M.P., 2011. Prawda o wypaleniu zawodowym. Co robić ze stresem w organizacji, Wydawnictwo Naukowe PWN, Warszawa. Maslach, C., Leiter, M.P., 2016. Understanding the burnout experience: Recent research and its implications for psychiatry. World Psychiatry, 15(2), 103–111.
- Obuobi-Donkor, G., Oluwasina, F., Nkire, N., Agyapong, V.I.O., 2022. A scoping review on the prevalence and determinants of post-traumatic stress disorder among military personnel and firefighters: Implications for public policy and practice. International Journal of Environmental Research and Public Health, 19(3), 1565. DOI: 10.3390/ijerph19031565
- Ogińska-Bulik, N., Bąk, G., 2024. Wtórna traumatyzacja wśród funkcjonariuszy policji: konsekwencje i uwarunkowania, Difin, Warszawa.
- Rzeszutek, M., Dragan, M., Lis-Turlejska, M., et al., 2023. Exposure to self-reported traumatic events and probable PTSD in a national sample of Poles: Why does Poland’s PTSD prevalence differ from other national estimates? PLOS ONE, 18(7). DOI: 10.1371/journal.pone.0287974
- Sęk, H., 2004. Uwarunkowania i mechanizmy wypalenia zawodowego w modelu społecznej psychologii poznawczej. In: Sęk, H. (ed.), Wypalenie zawodowe. Przyczyny i zapobieganie, Wydawnictwo Naukowe PWN, Warszawa, 29–46.
- Skotnicka, J., 2013. Analysis of posttraumatic stress disorders in Polish soldiers who returned from stabilization mission in Iraq. Psychiatria Polska, 47(5), 911–920.
- Vapnik, V., 1995. The nature of statistical learning theory, Springer, New York.
- Zbyszewski, M., Szymańska, S., Ilnicki, S., 2011. Previous traumatic life events versus course and effectiveness of PTSD therapy in veterans of Polish military contingents. Psychiatria Polska, 45(6), 867–880.
Language: English
Page range: 419 - 425
Submitted on: May 27, 2025
Accepted on: Sep 10, 2025
Published on: Sep 26, 2025
Published by: Quality and Production Managers Association
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
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© 2025 Agnieszka Dardzińska-Głębocka, Anna Kasperczuk, Grzegorz Gardocki, published by Quality and Production Managers Association
This work is licensed under the Creative Commons Attribution 4.0 License.