Complex assessment of athletes’ operative status and its correction during competitions, based on the body impedance analysis

Keywords: operative status, correction, body impedance analysis, highly skilled swimmers


Background and Study Aim. The aim of this research was assessment and correction of highly skilled swimmers’ operative status during competitions. Material and Methods. The authors carried out complex assessment of 46 high-skilled swimmers during competition period. The body impedance analysis and functional status express diagnosis were conducted before and after competitions. Results. The components limiting the operational state of swimmers were determined: “component composition of the body” (44.83% of the total load), “functional” (19.97%).  Correlation relationships were established between the main indicators that determine the level of the operational state of athletes.  The multiple regression equation was calculated, which made it possible to determine the influence of individual significant parameters on the level of the operational state of athletes and the confidence interval.  A group of athletes with operational status indicators below the confidence interval received sport supplementation. Conclusion. The main characteristics of the athletes’ operative status are cellular biomarker phase, fat free mass, extracellular water, intracellular water, strength index. These characteristics should be used in assessment of both operative status and complex functional diagnosis of highly-skilled swimmers during competitions.


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Author Biographies

Olena Dorofieieva, O.Bogomolets National Medical University; O.Bogomolets National Medical University; Kiev, Ukraine.
Kseniia Yarymbash, O.Bogomolets National Medical University; O.Bogomolets National Medical University; Kiev, Ukraine.
Iryna Skrypchenko, Dnipropetrovs’k State University of Internal Affairs; Dnipropetrovs’k State University of Internal Affairs; Dnipro, Ukraine.
Marko Joksimović, Football Club Nacional; Football  Club  Nacional; Podgorica, Montenegro.
Aneliia Mytsak, Prydniprovsk State Academy of Physical Culture and Sports; Prydniprovsk State Academy of Physical Culture and Sports; Dnipro, Ukraine.


1. Castizo Olier J. Bioelectrical impedance vector analysis (BIVA) in exercise and sports practice (Doctoral dissertation). Universitat de Barcelona; 2018.

2. Castizo-Olier J, Irurtia A, Jemni M, Carrasco-Marginet M, Fernández-García R, Rodríguez FA. Bioelectrical impedance vector analysis (BIVA) in sport and exercise: Systematic review and future perspectives. PLOS ONE, 2018; 13(6): e0197957.

3. Di Vincenzo O, Marra M, Scalfi L. Bioelectrical impedance phase angle in sport: a systematic review. Journal of the International Society of Sports Nutrition, 2019; 16(1): 49.

4. Khafzova GN, Gubaydullina SI, Asmanov RF. Body composition of the athletes playing sports. Science and Sport: Modern Tendencies, 2018; 3(20): 35 –40.

5. Malá L, Zahálka F, Maly T. Bioimpedance for Analysis of Body Composition in Sports. In: Simini F, Bertemes-Filho P, editors. Bioimpedance in Biomedical Applications and Research. Cham: Springer International Publishing; 2018. P. 243–56.

6. Segal KR. Use of bioelectrical impedance analysis measurements as an evaluation for participating in sports. The American Journal of Clinical Nutrition, 1996; 64(3): 469 –471.

7. Silva Analiza M. Structural and Functional Body Components in Athletic Health and Performance Phenotypes. European Journal of Clinical Nutrition, 2018; 73(2): 215 –224.

8. Carrasco-Marginet M, Castizo-Olier J, Rodríguez-Zamora L, Iglesias X, Rodríguez FA, Chaverri D, Irurtia A. Bioelectrical impedance vector analysis (BIVA) for measuring the hydration status in young elite synchronized swimmers. PLOS ONE, 2017; 12(6,7): e0178819.

9. De Lorenzo A, Bertini I, Iacopino L, Pagliato E, Testolin C, Testolin G. Body composition measurement in highly trained male athletes. A comparison of three methods. Journal of Sports Medicine and Physical Fitness, 2000; 40(2): 178 –83.

10. Huygens W, Claessens AL, Thomis M, Loos R, Van Langendonck L, Peeters M, Philippaerts R, Meynaerts E, Vlietinck R, Beunen G. Body composition estimations by BIA versus anthropometric equations in body builders and other power athletes. Journal of Sports Medicine and Physical Fitness, 2002; 42(1): 45 –55.

11. Komarova AV. Research of Criteria of Training Process Effectiveness of Sportswomen with the Help of Bio-Impedance Analysis. Scholarly Notes, 2014; 6 (59): 55 –60.

12. Marra M, Da Prat B, Montagnese C, Caldara A, Sammarco R, Pasanisi F, Corsetti R. Segmental bioimpedance analysis in professional cyclists during a three week stage race. Physiological Measurement, 2016; 37(7): 1035 –40.

13. Melchiorri G, Viero V, Sorge R, Triossi T, Campagna A, Volpe S L, Andreoli A. Body composition analysis to study long-term training effects in elite male water polo athletes. Journal of Sports Medicine and Physical Fitness, 2018; 58(9): 1269 –1274.

14. Arroyo-Toledo JJ, Clemente VJ, González-Rave JM. The effects of ten weeks block and reverse periodization training on swimming performance and body composition of moderately trained female swimmers. Journal of Swimming Research, 2013; 21(1): 1 –13.

15. Dave P, Subhedar R, Mishra P, Sharma D. Body composition parameter changes among young male and female competitive swimmers and nonswimmers. International Journal of Medical Science and Public Health, 2015; 5(1): 1 –8.

16. Sukach ES, Budko LA. Body composition of young athletes engaged in cyclic sports. Health problems and ecology, 2018; 1(55): 83 –87.

17. Miller LL. Sports Medicine. Moscow: Men; 2015. (Russian)

18. Gutiérrez R, Aldea L, Cavia Mdel M, Alonso-Torre SR. Relation between the body composition and the sports practice in teenagers. Nutrición Hospitalaria, 2015; 32(1): 336 –45.

19. Campa, F.; Toselli, S. Bioimpedance Vector Analysis of Elite, Subelite, and Low-Level Male Volleyball Players. International Journal of Sports Physiology and Performance, 2018; 13(9): 1250 –1253.

20. Esco MR, Olson MS, Williford HN, Lizana SN, Russell AR. The accuracy of hand-to-hand bioelectrical impedance analysis in predicting body composition in college-age female athletes. Journal of Strength and Conditioning Research, 2011; 25(4): 1040 –5.

21. Koury JC, Trugo NMF, Torres AG. Phase angle and bioelectrical impedance vectors in adolescent and adult male athletes. International Journal of Sports Physiology and Performance, 2014; 9(5): 798 –804.

22. Koury JC, Ribeiro MA, Massarani FA, Vieira F, Marini E. Fat-free mass in adolescent athletes: Accuracy of bioimpedance equations and identification of new predictive equations. Nutrition, 2019; 60: 59 –65.

23. Bešlija T, Čular D, Kezić A, Tomljanović M, Ardigò LP, Dhabhi W, Padulo J. Height-based model for the categorization of athletes in combat sports. European Journal of Sport Science, 2020; 1 –10.

24. Sesbreno E, Slater G, Mountjoy M, Galloway SDR. Development of an Anthropometric Prediction Model for Fat-Free Mass and Muscle Mass in Elite Athletes. International Journal of Sport Nutrition and Exercise Metabolism, 2020;30:174–81. –0232

25. Marini E, Campa F, Buffa R, Stagi S, Matias CN, Toselli S, Silva AM. Phase angle and bioelectrical impedance vector analysis in the evaluation of body composition in athletes. Clinical Nutrition, 2020; 39(2): 447 – 454.

26. Veitia WC, Campo YD, García IME, Chavez DA, Gutiérrez LRE, Cordova A. Body composition analysis using bioelectrical parameters in the Cuban sporting population. Arch Med, 2017; 34: 207 –215.

27. Tinsley GM, Graybeal AJ, Moore ML, Nickerson BS. Fat-free Mass Characteristics of Muscular Physique Athletes. Medicine & Science in Sports & Exercise, 2019; 51(1): 193 –201.

28. Meleleo D, Bartolomeo N, Cassano L, Nitti A, Susca G, Mastrototaro G, Armenise U, Zito A, Devito F, Scicchitano P, Ciccone MM. Evaluation of body composition with bioimpedence. A comparison between athletic and non-athletic children. European Journal of Sport Science, 2017; 17(6): 710 –719.

29. Nickerson BS, Esco MR, Kliszczewicz BM, Freeborn TJ. Comparison of Bioimpedance and Underwater Weighing Body Fat Percentage Before and Acutely After Exercise at Varying Intensities. Journal of Strength and Conditioning Research, 2017; 31(5): 1395 –1402.

30. Sonksen P. Determination and regulation of body composition in elite athletes. British Journal of Sports Medicine, 2018; 52(4):219 –229.
How to Cite
Dorofieieva O, Yarymbash K, Skrypchenko I, Joksimović M, Mytsak A. Complex assessment of athletes’ operative status and its correction during competitions, based on the body impedance analysis. Pedagogy of Physical Culture and Sports. 2021;25(2):66-3.

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