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

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

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Information About the Authors

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

Sergey S. Ermakov, PhD in 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, Russia, ORCID: https://orcid.org/0000-0003-4330-2618, e-mail: ermakovss@mgppu.ru

Nataliya E. Yuryeva, PhD in Engineering, Head of Laboratory, Youth Laboratory Information Technologies for Psychological Diagnostics, Research Fellow, Information Technology Center for Psychological Studies of the Computer Science Faculty, Moscow State University of Psychology and Education, Moscow, Russia, ORCID: https://orcid.org/0000-0003-1419-876X, e-mail: yurieva.ne@gmail.com

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