Modelling and Data Analysis
2024. Vol. 14, no. 3, 118–134
doi:10.17759/mda.2024140307
ISSN: 2219-3758 / 2311-9454 (online)
Quantitative Assessment of Degree Formation of Teamwork Skills
Abstract
The article presents a method for quantifying teamwork skills formation using a triangular scheme and mathematical models based on transition probability matrices. The study focuses on analyzing individual and jointly coordinated activities of participants under experimental conditions, involving working on a simulator for jointly controlling an aircraft. Markov chains are used to analyze the results, allowing for detailed analysis of task completion dynamics and identification of key aspects of participant interaction. The findings confirm the effectiveness of the proposed approach to analyzing and improving team coordination.
General Information
Keywords: psychological diagnostics, teamwork skills, collaborative activities, computer simulator
Journal rubric: Software
Article type: scientific article
DOI: https://doi.org/10.17759/mda.2024140307
Funding. The study was carried out with the financial support of the Ministry of Education of the Russian Federation, state assignment No. 073-00037-24-02 dated 04.09.2024 “Development of a software and hardware rehabilitation complex for the formation of teamwork skills based on modern methods of mathematical psychology”.
Received: 10.08.2024
Accepted:
For citation: Mikhailovsky M.A., Ermakov S.S., Yuryeva N.E. Quantitative Assessment of Degree Formation of Teamwork Skills. Modelirovanie i analiz dannikh = Modelling and Data Analysis, 2024. Vol. 14, no. 3, pp. 118–134. DOI: 10.17759/mda.2024140307. (In Russ., аbstr. in Engl.)
References
- Kabi, M. Dhar, P. Arora, B.B. Bhardwaj, N. Chowdhury, S. Rao Effectiveness of a Simulation-Based Training Program in Improving the Preparedness of Health Care Workers Involved in the Airway Management of COVID-19 Patients // Cureus. 2021. Vol. 13(8). Article ID e17323. 8 p. DOI: 10.7759/CUREUS.17323
- Kuravsky L.S., Yuryev G.A., Mikhailovsky M.A., Nesimova A.O., Yuryeva N.E., Polyakov B.Y. Formation of Teamwork Skills and Their Objective Quantitative Assessment Based on Quantum Representations. Eksperimental'naâ psihologiâ = Experimental Psychology (Russia), Vol. 17, no. 2, pp. 154–177. DOI: 10.17759/exppsy.2024170210. (In Russ., аbstr. in Engl.)
- Kuravsky L.S., Kozyrev A.D., Greshnikov I.I. Mathematical Model of the Pilot Associated Activities and Its Application for Objective Professional Training and Condition Assessment. Eksperimental'naâ psihologiâ = Experimental Psychology (Russia), Vol. 17, no. 1, pp. 161–180. DOI: 10.17759/exppsy.2024170111. (In Russ., аbstr. in Engl.)
- Ermakov S.S., Savenkov E.A., Katyshev D.A. Impact of modern simulators on the development of teamwork skills: coordinated action and communication [Elektronnyi resurs]. Sovremennaia zarubezhnaia psikhologiia = Journal of Modern Foreign Psychology, Vol. 13, no. 2, pp. 131–141. DOI: 10.17759/jmfp.2024130212. (In Russ., аbstr. in Engl.)
- Ermakov S.S., Bystrova Yu.A. Analyzing Research on the Role of Computer-Based Training Devices in Shaping, Measuring and Improving Teamwork Skills. Eksperimental'naâ psihologiâ = Experimental Psychology (Russia), Vol. 17, no. 2, pp. 113–127. DOI: 10.17759/exppsy.2024170207. (In Russ., аbstr. in Engl.)
- Greshnikov I.I., Kuravsky L.S., Yuryev G.A. Principles of Developing a Software and Hardware Complex for Crew Intelligent Support and Training Level Assessment. Modelirovanie i analiz dannikh = Modelling and Data Analysis, Vol. 11, no. 2, pp. 5–30. DOI: 10.17759/mda.2021110201. (In Russ., аbstr. in Engl.)
- Rasch G. Probabilistic models for some intelligence and attainment tests. (Copenhagen, Danish Institute for Educational Research), expanded edition with foreword and afterword by B.D. Wright. Chicago: The University of Chicago Press, 1980.
- Nielsen Michael A. & Chuang Isaac L. Quantum Computation and Quantum Information. Cambridge University Press, 2010. 702
- Kuravsky L.S., Yuryev G.A., Zlatomrezhev V.I. New approaches for assessing the activities of operators of complex technical systems // Experimental psychology (Russia). Vol. 12. № 4. 27—49. DOI:10.17759/exppsy.2019120403
- Kuravsky L.S., Yuryev G.A. A novel approach for recognizing abnormal activities of operators of complex technical systems: three non-standard metrics for comparing performance patterns [Электронный ресурс] // International Journal of Advanced Research in Engineering and Technology (IJARET). Vol. 11(4). P. 119—136. URL: http://www.iaeme.com/IJARET/issues.asp?JType=IJARET&VType=11&IType=4(Accessed: 06.07.2024).]
- Kuravsky L.S., Greshnikov I.I., Yuryev G.A., Zlatomrezhev V.I. Synthesis of Civil Aircraft Control Using Empirical Data and Quantum Filtering // Lobachevskii J. Math. 2023. 44(6). P. 2079—2100.
- Kuravsky L.S., Greshnikov I.I., Kozyrev A.D., Kosachevsky S.G., Frolova L.I., Zakharcheva A.A. A mathematical model for representing the related operator professional activities and its relevant diagnostic assessment based on the quantum representations // Lobachevskii J. Math. 2024. 45(6), pp. 2549—2566. DOI: 10.1134/S1995080224602819
- Kuravsky L.S. Simplification of Solving Diagnostics Problems by Convolution of Applied Markovian Models into the Quantum Representations // Lobachevskii J. Math. 2022. 43(7). P.1669—1682.
- Kuravsky L.S. Modeling Dynamical Behavior of Stochastic Systems: Spectral Analysis of Qubit Representations vs the Mutual Markovian Model Likelihood Estimations // Lobachevskii J. Math. 2021. 42(10). P. 2364—2376.
Information About the Authors
Metrics
Views
Total: 30
Previous month: 29
Current month: 1
Downloads
Total: 6
Previous month: 6
Current month: 0