The Impact of Practical Skills on Improving the Servicemen’s Preparedness to Act in Case of Radiation Contamination of the Area

Authors

  • Petro Dziuba Department of Combined Military Disciplines, Bohdan Khmelnytskyi National Academy of the State Border Guard Service of Ukraine, 46, Shevchenka Str., 29000, Khmelnytskyi, Ukraine
  • Serhii Burbela Department of Combined Military Disciplines, Bohdan Khmelnytskyi National Academy of the State Border Guard Service of Ukraine, 46, Shevchenka Str., 29000, Khmelnytskyi, Ukraine
  • Vitalii Zhuravel Department of Combined Military Disciplines, Bohdan Khmelnytskyi National Academy of the State Border Guard Service of Ukraine, 46, Shevchenka Str., 29000, Khmelnytskyi, Ukraine
  • Bohdan Marchenko Department of Combined Military Disciplines, Bohdan Khmelnytskyi National Academy of the State Border Guard Service of Ukraine, 46, Shevchenka Str., 29000, Khmelnytskyi, Ukraine
  • Kostiantyn Verheles Department of Combined Military Disciplines, Bohdan Khmelnytskyi National Academy of the State Border Guard Service of Ukraine, 46, Shevchenka Str., 29000, Khmelnytskyi, Ukraine

DOI:

https://doi.org/10.6000/1929-6029.2024.13.18

Keywords:

CRMS threats, decision making skills, virtual reality, simulation training, servicemen, security, defence

Abstract

The servicemen’s practical skills to respond to threats of chemical, biological, radiological and nuclear attacks, as well as the ability to make effective decisions are necessary for the implementation of effective targeted actions in the face of military threats. The aim of the article is to identify the impact of servicemen’s decision-making skills on their preparedness to act in case of radiation contamination of the area as well as an analysis of the opportunities of skills development in the educational simulation environment. The research employed such empirical methods as: educational experiment, testing, survey, quantitative assessment, and qualitative analysis. The study of causal relationships between servicemen’s decision-making skills under Contaminated Remains Mitigation System CRMS conditions and their preparedness to act under conditions of radiation contamination made it possible to identify a set of decision-making skills that affect high, medium and low servicemen’s preparedness to act under the chemical, biological, radiological, and nuclear (CBRN) attacks. The authors developed and tested a virtual reality training simulator for training decision-making skills in a simulated environment of potential threats using the Zaporizhzhia Nuclear Power Plant (NPP) situation as an example. The results of the assessment of students’ knowledge after the educational experiment showed that simulation training in virtual reality was more effective than training using educational video content. The students of the experimental group (EG) showed a 13.2 points better result (90.6 points) in decision-making accuracy than the students of the control group (CG) (77.4 points).

References

Patel SS, Grace RM, Chellew P, Prodanchuk M, Romaniuk O, Skrebets Y, RyzhenkoSA, Erickson TB. Emerging technologies and medical countermeasures to chemical, biological, radiological, and nuclear (CBRN) agents in east Ukraine. Conflict and Health 2020; 14: art. 24. https://doi.org/10.1186/s13031-020-00279-9 DOI: https://doi.org/10.1186/s13031-020-00279-9

Meshcheryakov IS, Khomyk MM, Matsko AV, Nagorny EI. Functioning of the hybrid protection system during the large-scale armed aggression of the Russia against Ukraine. Military Prevenrive Medicine 2022; 3(4): 60-66. https://doi.org/10.46847/ujmm.2022.4(3)-060 DOI: https://doi.org/10.46847/ujmm.2022.4(3)-060

Bani-Meqdad MA. The Crime of genocide considering international humanitarian law. Pakistan Journal of Criminology [serial on the Internet] 2024; [cited 2024 July 28]; 16(2): 659-667. https://doi.org/10.62271/pjc.16.2.659.667 DOI: https://doi.org/10.62271/pjc.16.2.659.667

Szklarski Ł. CBRN Treats to Ukraine during the Russian aggression: Mitigating gamma radiation hazards-innovative countermeasures and decontamination strategies in the context of potential destruction of the Zaporizhzhia Nuclear Power Plant.Zeszyty Naukowe SGSP 2023; 87: 143-164. https://doi.org/10.5604/01.3001.0053.9115 DOI: https://doi.org/10.5604/01.3001.0053.9115

Domaine S. Preparedness obligations related to CBRN industrial accidents. Proceedings of the International 2022; pp. 201-218. https://doi.org/10.1163/9789004507999_013 DOI: https://doi.org/10.1163/9789004507999_013

Smolarkiewicz M, Zwęgliński T. Safety of radiological and nuclear quasi-experiment case study. Zeszyty Naukowe SGSP 2023; 85: 107-118. https://doi.org/10.5604/01.3001.0016.3285 DOI: https://doi.org/10.5604/01.3001.0016.3285

Zwęgliński T, Maksimenko A, Smolarkiewicz M.Exercising in a radioactive environment – a case study from CBRNE exercise in Chernobyl exclusion zone. SFT 2019; 54(2): 160-166. https://doi.org/10.12845/sft.54.2.2019.12 DOI: https://doi.org/10.12845/sft.54.2.2019.12

De Rouck R, Benhassine M, Debacker M, Dugauquier C, Dhondt E, Van Utterbeeck F, Hubloue I. Creating realistic nerve agent victim profiles for computer simulation of medical CBRN disaster response. Front. Public Health 2023; 11:1167706. https://doi.org/10.3389/fpubh.2023.1167706 DOI: https://doi.org/10.3389/fpubh.2023.1167706

Boyce MW,Thomson RH, Cartwright J. Enhancing military training using extended reality: A study of military tactics comprehension. Front. Virtual Real 2022; 3: 754627. https://doi.org/10.3389/frvir.2022.754627 DOI: https://doi.org/10.3389/frvir.2022.754627

Gawlik-Kobylińska M, Urban M, Gudzbeler G, Misiuk A. Simulation-based training in the use of the EU-SENSE CBRN reconnaissance device: a case study. Proceedings of the 11th International Defense and Homeland Security Simulation Workshop; 2021. https://doi.org/10.46354/i3m.2021.dhss.006 DOI: https://doi.org/10.46354/i3m.2021.dhss.006

Regal G, Pretolesi D, Schrom-Feiertag H, Puthenkalam J, Migliorini M, De Maio E,Scarrone F, Nadalin M, Guarneri M, XerriGP, Giovanni DD, Tessari P, Genna F, D’Angelo A, Murtinger M. Challenges in virtual reality training for CBRN Events. Multimodal TechnolInteract 2023; 7: 88. https://doi.org/10.3390/mti7090088 DOI: https://doi.org/10.3390/mti7090088

Kegyes T, Süle Z, Abonyi J. Machine learning -based decision support framework for CBRN protection. Heliyon 2024; 10: e25946. https://doi.org/10.1016/j.heliyon.2024.e25946 DOI: https://doi.org/10.1016/j.heliyon.2024.e25946

Calandra D, De Lorenzis F, Cannavò A, Lamberti F. Immersive virtual reality and passive haptic interfaces to improve procedural learning in a formal training course for first responders. Virtual Reality 2023; 27: 985-1012. https://doi.org/10.1007/s10055-022-00704-9 DOI: https://doi.org/10.1007/s10055-022-00704-9

Heldring S, Jirwe M, Wihlborg J, Berg L, Lindström V. Using high-fidelity virtual reality for mass-casualty incident training by first responders – a systematic review of the literature. Prehosp Disaster Med 2023; 39(1): 94-105. https://doi.org/10.1017/S1049023X24000049 DOI: https://doi.org/10.1017/S1049023X24000049

Yamamoto GT, Altun D. Virtual reality (Vr) technology in the future of military training. Çağ Üniversitesi Uluslararası Güvenlik ve Yönetim Araştırmaları Dergisi 2021; 1(1): 79-93.

Bucata G, Popescu VF, Cioaca C, Comsa O. Virtual reality and its applications in the process of leading military troops. Romanian Journal of Information Technology and Automatic Control 2023; 33(2): 7-22. https://doi.org/10.33436/v33i2y202301 DOI: https://doi.org/10.33436/v33i2y202301

Steven L, Hauw JK, Keane MB, Agung A, Gunawan S. Empowering military in tactical and warfare area with virtual reality technology: A systematic literature review. Procedia Comput Sci 2023; 227: 892-901. https://doi.org/10.1016/j.procs.2023.10.596 DOI: https://doi.org/10.1016/j.procs.2023.10.596

Magar ST, Suk HJ. The advantages of virtual reality in skill development training based on project comparison (2009–2018). International Journal of Contents 2020; 16(2): 19-29. https://doi.org/10.5392/IJoC.2020.16.2.019

Rao AK, Chandra S, Dutt V. Learning from feedback: Evaluation of dynamic decision-making in virtual reality under various repetitive training frameworks. Front Psychol 2022; 13:872061. https://doi.org/10.3389/fpsyg.2022.872061 DOI: https://doi.org/10.3389/fpsyg.2022.872061

Dalladaku Y, Kelley J, Lacey B, Mitchiner J, Welsh B, Beigh M. Assessing the effectiveness of virtual reality in the training of army aviators. Proceedings of the 2020 Annual General Donald R. Keith Memorial Capstone Conference; 2020[cited 2024 July 28]: p. 45-50. Available from: https://ieworldconference.org/content/WP2020/Papers/GDRKMCC_20_15.pdf

Gawlik-Kobylińska M, Lebiedź J, Maciejewski P, Wysokińska-Senkus A. Factors affecting the effectiveness of military training in virtual reality environment. ICEIT: Proceedings of the 2020 9th International Conference on Educational and Information Technology 2020; 144-148. https://doi.org/10.1145/3383923.3383950 DOI: https://doi.org/10.1145/3383923.3383950

Seo HJ, Park GM, Son M, Hong A-J. Establishment of virtual-reality-based safety education and training system for safety engagement. Education Sciences 2021; 11: 786. https://doi.org/10.3390/educsci11120786 DOI: https://doi.org/10.3390/educsci11120786

Pappas IO, Woodside AG. Fuzzy-set Qualitative Comparative Analysis (fsQCA): Guidelines for research practice in Information Systems and marketing, International Journal of Information Management 2021; 58: 102310. https://doi.org/10.1016/j.ijinfomgt.2021.102310 DOI: https://doi.org/10.1016/j.ijinfomgt.2021.102310

Cilesiz S, Greckhamer T. Qualitative comparative analysis in education research: Its current status and future potential. Review of Research in Education 2020; 44: 332-369. https://doi.org/10.3102/0091732X20907347 DOI: https://doi.org/10.3102/0091732X20907347

Ragin CC, Davey S. fs/QCA: Fuzzy-Set/Qualitative Comparative Analysis, Version 2.5 [Computer Program]. Irvine: Department of Sociology, University of California, 2014.

Kim S-Y, Kim Y-H, Lee D-H.Effects of military training based on the virtual reality of army using AHP Method. Turkish Journal of Computer and Mathematics Education[serial on the Internet] 2021; [cited 2024 July 28]; 12(6): 551-556. https://doi.org/10.17762/turcomat.v12i6.1978 DOI: https://doi.org/10.17762/turcomat.v12i6.1978

Taupiac J-D, Rodriguez N, Strauss O, Rabier M. Training soldiers to calibration procedures in Virtual Reality, the FELIN IR sight use case. 13emes Journées de la Réalité Virtuelle (j.RV), Evry, France 2019; 02091030.

Murtinger M, Jaspaert E, Schrom-Feiertag H, Egger-Lampl S. CBRNe training in virtual environments: SWOT analysis & practical guidelines. International Journal of Safety and Security Engineering 2021; 11(4): 295-303. https://doi.org/10.18280/ijsse.110402 DOI: https://doi.org/10.18280/ijsse.110402

Prontenko K, Bondarenko V, Bezpaliy S, Kyslenko D, Lisnichenko Y, Ollo V, Aloshyna A, Bychuk O, Smirnov V. Physical training as the basis of professional activities of patrol policemen. Balt J Health Phys Act 2020; 12(1): 41-53. https://doi.org/10.29359/BJHPA.12.1.05 DOI: https://doi.org/10.29359/BJHPA.12.1.05

Kуslenko D, Bondarenko V, Plisko V, Bosenko A, Danylchenko V, Kuzmichova-Kyslenko Y, Tylchyk V, Donets I. Dynamics of security specialists’ physical condition during professional training. J Physic Educ Sport 2019; 19(2): 1099-1103. https://doi.org/10.7752/jpes.2019.02159 DOI: https://doi.org/10.7752/jpes.2019.02159

Voluiko O, Druchek O, Benkovsky S, Zelenyi V, Yarema V. The social and humanitarian function of law enforcement agencies under martial law. Pakistan Journal of Criminology [serial on the Internet] 2024; [cited 2024 July 28]; 16(2): 375-388. https://doi.org/10.62271/pjc.16.2.375.388 DOI: https://doi.org/10.62271/pjc.16.2.375.388

Downloads

Published

2024-09-25

How to Cite

Dziuba, P. ., Burbela, S. ., Zhuravel, V. ., Marchenko, B. ., & Verheles, K. . (2024). The Impact of Practical Skills on Improving the Servicemen’s Preparedness to Act in Case of Radiation Contamination of the Area. International Journal of Statistics in Medical Research, 13, 199–209. https://doi.org/10.6000/1929-6029.2024.13.18

Issue

Section

General Articles