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Original Research

Open Access

The determinants for top ranker of Korean Greco-Roman wrestlers

  • Hong Sun Song1
  • Kyoung Choen Cha2,*,
  • Buong O Chun3

1Department of Sports Science, Korea Institute of Sport Science, 01794 Seoul, Republic of Korea

2Department of Business Administration, Dong-A University, 49236 Busan, Republic of Korea

3Graduate School of Physical Education, Myongji University, 17058 Yongin, Republic of Korea

DOI: 10.31083/jomh.2021.111 Vol.18,Issue 2,February 2022 pp.1-9

Submitted: 20 April 2021 Accepted: 07 June 2021

Published: 28 February 2022

*Corresponding Author(s): Kyoung Choen Cha E-mail:


Background and objective: This study investigates the physical factors that determine the top ranker players based on the Greco-Roman wrestlers in the national athletic team of South Korea. Additionally, the study developed a prediction model using physical factors. For this analysis, the data of 163 players in the last 20 years (1999–2018) available on the Athletic Competition Performance Assessment Computer System were used. A top ranker was defined as an athlete who had won a medal in a world championship or the Olympic Games.

Methods: The logit model was used as the model and the estimations were performed using maximum likelihood estimation (MLE) with E-views9.5 (Lightstone Corp., Tokyo, Japan). The estimation results demonstrated that the probability of becoming a top ranker increased with the following: increase in the length of the career compared to age, increase in the distance of standing long jumps, decrease in response time to light, and increase in bench press weight.

Results: The analysis of the model's estimation results showed that superior results were produced when the standing long jumps, response time to light, and bench press weight were normalized using the weight class based on McFadden R2, Akaike Information Criterion (AIC), and Schwarz information criterion (SBIC) as compared to when they were normalized using the height and body weight.

Conclusion: The estimation model established in this study for the significant physical strength factors shown in the South Korean top rankers is expected to be used as important data for predicting and fostering world-class South Korean Greco-Roman wrestlers.


Greco-roman; Wrestler; Top ranked; Physical fitness; Physiology

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Hong Sun Song,Kyoung Choen Cha,Buong O Chun. The determinants for top ranker of Korean Greco-Roman wrestlers. Journal of Men's Health. 2022. 18(2);1-9.


[1] Barroso BG, da Silva JMA, Garcia AdC, Ramos NCdO, Martinelli MO, Resende VR, et al. Musculoskeletal injuries in wrestling athletes. Acta Ortopedica Brasileira. 2011; 19: 98–101.

[2] Khalili-Borna D, Honsik K. Wrestling and sports medicine. Current Sports Medicine Reports. 2005; 4: 144–149.

[3] Zaccagni L. Anthropometric characteristics and body composition of Italian national wrestlers. European Journal of Sport Science. 2012; 12: 145–151.

[4] FILA (Fe´deration Internationale De Lutte Association). International Wrestling Rules. 2016. Available at: https: // (Accessed: 30 March 2016).

[5] Mirzaei B, Curby DG, Rahmani-Nia F, Moghadasi M. Physiological Profile of Elite Iranian Junior Freestyle Wrestlers. Journal of Strength and Conditioning Research. 2009; 23: 2339–2344.

[6] Mirzaei B, Curby DG, Barbas I, Lotfi N. Anthropometric and physical fitness traits of four-time world Greco-Roman wrestling champion in relation to national norms: A case study. Journal of Human Sport and Exercise. 2011; 6: 406–413.

[7] Horswill CA. Applied Physiology of Amateur Wrestling. Sports Medicine. 1992; 14: 114–143.

[8] Yoon J. Physiological profiles of elite senior wrestlers. Sports Medicine. 2002; 32: 225–233.

[9] Callan SD, Brunner DM, Devolve KL, Mulligan SE, Hesson J, Wilber RL, et al. Physiological Profiles of Elite Freestyle Wrestlers. Journal of Strength and Conditioning Research. 2000; 14: 162–169.

[10] Karnincic H, Tocilj Z, Uljevic O, Erceg M. Lactate profile during greco-roman wrestling matchx. Journal of Sports Science & Medicine. 2009; 8: 17–19.

[11] Demirkan E, Ünver R, Kutlu M, Koz M. The comparison of physical and physiological characteristics of junior elite wrestlers. Nigde University Journal of Physical Education and Sport Sciences. 2012; 6: 138–144.

[12] García-Pallarés J, López-Gullón JM, Muriel X, Díaz A, Izquierdo M. Physical fitness factors to predict male Olympic wrestling perfor-mance. European Journal of Applied Physiology. 2011; 111: 1747–1758.

[13] García Pallarés J, López-Gullón JM, Torres-Bonete MD, Izquierdo M. Physical fitness factors to predict female Olympic wrestling performance and sex differences. Journal of Strength and Conditioning Research. 2012; 26: 794–803.

[14] Roemmich JN, Frappier JP. Physiological Determinants of Wrestling Success in High School Athletes. Pediatric Exercise Science. 1993; 5: 134–144.

[15] Reale R, Burke LM, Cox GR, Slater G. Body composition of elite Olympic combat sport athletes. European Journal of Sport Science. 2020; 20: 147–156.

[16] Cieśliński I, Gierczuk D, Sadowski J. Identification of success factors in elite wrestlers-An exploratory study. PLoS ONE. 2021; 16: e0247565.

[17] Carter J. Physical structure of Olympic athletes. Medicine and Sport Science. 1984; 18: 56–63.

[18] Kunst G, Florescu C. The main factors for performance in wrestling. Bucharest: National Sports Council. 1971.

[19] Utter AC, OʼBryant HS, Haff GG, Trone GA. Physiological Profile of an Elite Freestyle Wrestler Preparing for Competition. Journal of Strength and Conditioning Research. 2002; 16: 308–315.

[20] Hübner-Woźniak E, Kosmol A, Lutoslawska G, Bem EZ. Anaerobic performance of arms and legs in male and female free style wrestlers. Journal of Science and Medicine in Sport. 2004; 7: 473–480.

[21] Mirzaei B, Curby DG, Barbas I, Lotfi N. Physical Fitness Measures of Cadet Wrestlers: Implications for conditioning programs. Interna-tional Journal of Wrestling Science. 2011; 1: 63–66.

[22] Kraemer WJ, Vescovi JD, Dixon P. The Physiological Basis of Wrestling. Strength and Conditioning Journal. 2004; 26: 10–15.

[23] Sterkowicz S, Starosta W. Selected factors influencing the level of general fitness in elite Greco-Roman wrestlers. Journal of Human Kinetics. 2005; 14: 93–104.

[24] Vardar SA, Tezel S, Oztürk L, Kaya O. The relationship between body composition and anaerobic performance of elite young wrestlers. Journal of Sports Science & Medicine. 2007; 6: 34–38.

[25] Demirkan E, Koz M, Kutlu M, Favre M. Comparison of Physical and Physiological Profiles in Elite and Amateur Young Wrestlers. Journal of Strength and Conditioning Research. 2015; 29: 1876–1883.

[26] Zhang XU, He ZH, LU DL, Tao DL, Tang DM, Feng LS. Investigation on sports injuries in Chinese elite wrestlers. Journal of Tianjin University. 2005; 20: 69–71.

[27] Nikooie R, Cheraghi M, Mohamadipour F. Physiological determinants of wrestling success in elite Iranian senior and junior Greco-Roman wrestlers. Journal of Sports Medicine and Physical Fitness. 2015; 57: 219–226.

[28] Yoon JR, Bang DD, Jun HS. The Development of Sparring Types for Elite Korean National Wrestlers. Korean Journal of Sports Science. 1994; 5: 15–24.

[29] Sharratt MT, Taylor AW, Song TM. A Physiological Profile of Elite Canadian Freestyle Wrestlers. Canadian Journal of Applied Sport Sciences. 1986; 11: 100–105.

[30] Jung GS, Song HS, Kim KJ, Choi KJ. Development and application of a periodic strength training program for national wrestlers preparing for the 2012 London Olympics. Seoul Korea: Korea Institute of Sport Science. 2012.

[31] Choi KH, Kim BH, Yoon JR, Bang DD. Analyzing Skill-Characteristics on Foreign Wrestling Competitors and Developing Competition Strategy for Preparing 2004 Olympic Games. Korean Journal of Sport Science. 2005; 16: 60–70.

[32] An HB, Choi KJ. Analyses the Contents of Points per a Game and the Difference among Weight Categories after the Revision of Greco-Roman Style Wrestling Rules. Korean Journal of Sport Science. 2016; 27: 905–915.

[33] Ko BG, Cho EH, Chae JS, Lee JH. Relative Contribution among Physical Fitness Factors Contributing to the Performance of Modern Pentathlon. International Journal of Environmental Research and Public Health. 2021; 18: 4880.

[34] Skierka A, Michels KB. Ethical principles and placebo-controlled trials-interpretation and implementation of the Declaration of Helsinki’s placebo paragraph in medical research. BMC Medical Ethics. 2018; 19: 24.

[35] Chaabene H, Negra Y, Bouguezzi R, Mkaouer B, Franchini E, Julio U, et al. Physical and Physiological Attributes of Wrestlers: an Update. Journal of Strength and Conditioning Research. 2017; 31: 1411–1442.

[36] Zi-Hong H, Lian-Shi F, Hao-Jie Z, Kui-Yuan X, Feng-Tang C, Da-Lang T, et al. Physiological profile of elite Chinese female wrestlers. Journal of Strength and Conditioning Research. 2013; 27: 2374–2395.

[37] Balko´ S, Borysiuk Z, Balko´ I, pula´ kD. The influence of different performance level of fencers on muscular coordination and reaction time during the fencing lunge. Archives of Budo. 2016; 12: 49–59.

[38] Gierczuk D, Lyakh V, Sadowski J, Bujak Z. Speed of Reaction and Fighting Effectiveness in Elite Greco-Roman Wrestlers. Perceptual and Motor Skills. 2017; 124: 200–213.

[39] Gierczuk D, Bujak Z, Cieśliński I, Lyakh V, Sadowski J. Response Time and Effectiveness in Elite Greco-Roman Wrestlers under Simulated Fight Conditions. Journal of Strength and Conditioning Research. 2018; 32: 3433–3440.

[40] Passelergue PA, Lac G. Salivary hormonal responses and performance changes during 15 weeks of mixed aerobic and weight training in elite junior wrestlers. Journal of Strength and Conditioning Research. 2012; 26: 3049–3058.

[41] Yoon JR. Comparisons of Anaerobic Performance and Isokinetic Strength in Korean and Japanese Female Collegiate Wrestlers. International Journal of Wrestling Science. 2012; 2: 86–92.

[42] Morán-Navarro RVCA, López-Gullón JM, De la Cruz-Sánchez E, Pallarés JG. Can balance skills predict olympic wrestling performance?Journal of Sport and Health Research. 2015; 7: 19–30.

[43] Gierczuk D, Hübner-Wozniak E, Dlugolecka B. Influence of training on anaerobic power and capacity of upper and lower limbs in young Greco-Roman wrestlers. Biology of Sport. 2012; 29: 235–239.

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