Justifying the need for a comprehensive diagnostic system for individualized functional training in group settings

The article examines the problem of the contradiction between the mass format of group functional training sessions and the need to individualize workloads taking into account the health condition of the participants. The relevance of the study is due to the increase in injuries and the decrease in training effectiveness when using standardized programs for the heterogeneous clientele of fitness clubs. The purpose of the study is the development and justification of the structure of a comprehensive diagnostic system that ensures safety and personalization in group settings. Research methods: theoretical analysis and generalization of scientific and methodological literature; pedagogical observation of the training process in group programs; methods of functional diagnostics (movement screening, anthropometry); a systematic approach to organizing training activities. Research results. The developed system includes three interconnected components: medical-biological diagnostics, assessment of movement biomechanics, and monitoring of subjective condition. The implementation of this system allows instructors to differentiate the load through the variability of exercises (regressions/progressions) and intensity control. It is substantiated that the use of comprehensive diagnostics minimizes the risks of exacerbating chronic pathologies, ensures compliance with the principle of individualization, and increases engagement in the training process without losing the benefits of the group format.

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Publication Details

Journal
Uchenye zapiski universiteta imeni P F Lesgafta
Published
2026-04-25
DOI
https://doi.org/10.5930/1994-4683-2026-4-163-171
Primary Topic
Physical Education and Training Studies
Type
article
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article

Justifying the need for a comprehensive diagnostic system for individualized functional training in group settings

Natal'ya Fedorova, Ilya Novikov
Uchenye zapiski universiteta imeni P F Lesgafta
Physical Education and Training Studies
article

Justifying the need for a comprehensive diagnostic system for individualized functional training in group settings

Natal'ya Fedorova, Ilya Novikov
article en

Abstract

The article examines the problem of the contradiction between the mass format of group functional training sessions and the need to individualize workloads taking into account the health condition of the participants. The relevance of the study is due to the increase in injuries and the decrease in training effectiveness when using standardized programs for the heterogeneous clientele of fitness clubs. The purpose of the study is the development and justification of the structure of a comprehensive diagnostic system that ensures safety and personalization in group settings. Research methods: theoretical analysis and generalization of scientific and methodological literature; pedagogical observation of the training process in group programs; methods of functional diagnostics (movement screening, anthropometry); a systematic approach to organizing training activities. Research results. The developed system includes three interconnected components: medical-biological diagnostics, assessment of movement biomechanics, and monitoring of subjective condition. The implementation of this system allows instructors to differentiate the load through the variability of exercises (regressions/progressions) and intensity control. It is substantiated that the use of comprehensive diagnostics minimizes the risks of exacerbating chronic pathologies, ensures compliance with the principle of individualization, and increases engagement in the training process without losing the benefits of the group format.

Uchenye zapiski universiteta imeni P F LesgaftaVol. 0(4)
Smolensk State University (RU), 27th Central Research Institute of the Ministry of Defence of the Russian Federation (RU), United States Air Force Academy (US)
Openalex Percentile: Top 3%
Physical Education and Training Studies
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Justifying the need for a comprehensive diagnostic system for individualized functional training in group settings — Natal'ya Fedorova, Ilya Novikov · Uchenye zapiski universiteta imeni P F Lesgafta (2026) | TGRS Research Map | TGRS