Quantitative Assessment of Degree Formation of Teamwork Skills

 
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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

OpenAlex citations: 0

OpenAlex trends: Human-Automation Interaction and Safety, Team Dynamics and Performance, Air Traffic Management and Optimization

Information about the work in OpenAlex

Number of citations: 0

Topics

Human-Automation Interaction and Safety

This cluster of papers focuses on the interaction between humans and automation systems, particularly in the context of driving and autonomous vehicles. It covers topics such as trust in automation, driver distraction, mental workload, situation awareness, and user acceptance of autonomous vehicles.

Number of works: 82423  |  Total number of citations: 908452

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Team Dynamics and Performance

This cluster of papers explores the temporal dynamics, cognitive processes, and performance outcomes of team collaboration, with a focus on shared mental models, virtual teams, transactive memory systems, and group communication. It delves into the challenges and strategies for effective teamwork in global, virtual, and distributed settings, emphasizing the importance of leadership, knowledge sharing, and cognitive diversity in enhancing team effectiveness.

Number of works: 47521  |  Total number of citations: 925631

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Air Traffic Management and Optimization

This cluster of papers focuses on various aspects of air traffic management, including conflict detection and resolution, aircraft scheduling, collision avoidance, delay prediction, and the integration of unmanned aircraft systems. It also addresses topics such as urban air mobility, traffic flow management, airport operations, and risk assessment in civil aviation.

Number of works: 62926  |  Total number of citations: 255454

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Work details in OpenAlex

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

Published

For citation: Mikhailovsky, M.A., Ermakov, S.S., Yuryeva, N.E. (2024). Quantitative Assessment of Degree Formation of Teamwork Skills. Modelling and Data Analysis, 14(3), 118–134. (In Russ.). https://doi.org/10.17759/mda.2024140307

© Mikhailovsky M.A., Ermakov S.S., Yuryeva N.E., 2024

License: CC BY-NC 4.0

References

  1. 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
  2. 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.)
  3. 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.)
  4. 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.)
  5. 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.)
  6. 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.) 
  7. 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.
  8. Nielsen Michael A. & Chuang Isaac L. Quantum Computation and Quantum Information. Cambridge University Press, 2010. 702
  9. 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
  10. 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).]
  11. 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.
  12. 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
  13. 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.
  14. 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

Michael A. Mikhailovsky, Research Assistant, Youth Laboratory Information Technologies for Psychological Diagnostics, Moscow State University of Psychology and Education, Moscow, Russian Federation, ORCID: https://orcid.org/0000-0002-7399-2800, e-mail: muxa172002@yandex.ru

Sergey S. Ermakov, Candidate of Science (Psychology), Senior Researcher of the Laboratory "Information Technologies for Psychological Diagnostics" Associate Professor of the Department of "Age Psychology named after Professor L.F.Obukhova" of the Faculty of "Psychology of Education", Associate Professor of the Department of "Applied Mathematics" of the Faculty of "Information Technology"., Moscow State University of Psychology and Education, Moscow, Russian Federation, ORCID: https://orcid.org/0000-0003-4330-2618, e-mail: ermakovss@mgppu.ru

Nataliya E. Yuryeva, Candidate of Science (Engineering), Head of the Laboratory of Information Technologies for Psychological Diagnostics, Research Fellow of the Laboratory of Quantitative Psychology of the Center for Information Technologies for Psychological Research of the Faculty of Information Technology, Executive Secretary of the journal "Modeling and Data Analysis", Moscow State University of Psychology and Education, Moscow, Russian Federation, ORCID: https://orcid.org/0000-0003-1419-876X, e-mail: yurieva.ne@gmail.com

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