Prediction of bench press performance in powerlifting: The role of upper limb anthropometry
Keywords:Performance analysis of sport, Sports performance, Kinanthropometry, Body composition, Body proportions, Exercise
The bench press (BP) is a complex, multiarticular exercise known as one of the three powerlifting specialties. Although several variables contribute to the maximum load lifted, upper limb variables may also play an important role in BP performance. In this study, a cohort of 47 male Italian classic powerlifters underwent a direct anthropometric evaluation during two official competitions. The recorded parameters included body mass index, body composition, and variables of the upper limb (indirectly evaluated cross-sectional areas and lengths). IPF-GL points and maximal strength (1RM) adjusted for weight were used as proxies for performance. Statistical comparisons between weaker and stronger powerlifters, Pearson correlation and partial correlation analyses, and multiple linear regression models were performed. The upper arm cross muscular area (r = 0.56) and fat-free mass (r = 0.31) were positively correlated with Wilks points, whereas the arm fat index was negatively correlated with 1RM BP (r = -0.37). Moreover, we proposed two new indices (UALR and UAMR) that represent the ratio between upper arm areas and length. Both univariate and multivariate analyses confirmed the strong association between these two variables and BP performance. Further improvement of this study may confirm the important role of body proportion and body composition as predictors of performance in strength sports.
Abbott, A., Button, C., Pepping, G.-J., & Collins, D. (2005). Unnatural selection: talent identification and development in sport. Nonlinear Dynamics, Psychology, and Life Sciences, 9(1), 61–88.
Bedogni, G., Battistini, N. C., & Borghi, A. (2001). Manuale di valutazione antropometrica dello stato nutrizionale. Edra.
Bennett, M., Manning, J. T., Cook, C. J., & Kilduff, L. P. (2010). Digit ratio (2D:4D) and performance in elite rugby players. Journal of Sports Sciences, 28(13), 1415–1421. https://doi.org/10.1080/02640414.2010.510143
Bishop, P. A., Williams, T. D., Heldman, A. N., & Vanderburgh, P. M. (2018). System for Evaluating Powerlifting and Other Multievent Performances. The Journal of Strength & Conditioning Research, 32(1). https://doi.org/10.1519/jsc.0000000000001808
Brechue, W. F., & Abe, T. (2002). The role of FFM accumulation and skeletal muscle architecture in powerlifting performance. European Journal of Applied Physiology, 86(4), 327–336. https://doi.org/10.1007/s00421-001-0543-7
Caruso, J. F., Taylor, S. T., Lutz, B. M., Olson, N. M., Mason, M. L., Borgsmiller, J. A., & Riner, R. D. (2012). Anthropometry as a Predictor of Bench Press Performance Done at Different Loads. The Journal of Strength & Conditioning Research, 26(9). https://doi.org/10.1519/jsc.0b013e31823c44bb
Çatıkkaş, F., Kurt, C., & Atalag, O. (2013). Kinanthropometric attributes of young male combat sports athletes. Collegium Antropologicum, 37, 1365–1368.
Chau, V. H., Vo, A. T., & Le, B. T. (2019). The effects of age and body weight on powerlifters: An analysis model of powerlifting performance based on machine learning. International Journal of Computer Science in Sport, 18(3), 89–99. https://doi.org/10.2478/ijcss-2019-0019
Cholewa, J. M., Atalag, O., Zinchenko, A., Johnson, K., & Henselmans, M. (2019). Anthropometrical Determinants of Deadlift Variant Performance. Journal of Sports Science & Medicine, 18(3), 448–453.
Cronin, J., Lawton, T., Harris, N., Kilding, A., & McMaster, D. T. (2017). A Brief Review of Handgrip Strength and Sport Performance. The Journal of Strength & Conditioning Research, 31(11). https://doi.org/10.1519/jsc.0000000000002149
Durnin, J. V, & Womersley, J. (1974). Body fat assessed from total body density and its estimation from skinfold thickness: measurements on 481 men and women aged from 16 to 72 years. The British Journal of Nutrition, 32(1), 77–97. https://doi.org/10.1079/bjn19740060
Ebada, K. (2013). Anthropometric measurements, somatotypes and physical abilities as a function to predict the selection of talents Junior weightlifters. Science, Movement and Health, 13, 166–172.
Eklund, E., Ekström, L., Thörngren, J.-O., Ericsson, M., Berglund, B., & Hirschberg, A. L. (2020). Digit Ratio (2D:4D) and Physical Performance in Female Olympic Athletes. Frontiers in Endocrinology, 11, 292. https://doi.org/10.3389/fendo.2020.00292
Ferland, P.-M., Allard, M.-O., & Comtois, A. S. (2020). Efficiency of the wilks and IPF formulas at comparing maximal strength regardless of bodyweight through analysis of the open powerlifting database. International Journal of Exercise Science, 13(4), 567.
Ferland, P.-M., & Comtois, A. S. (2019). Classic Powerlifting Performance: A Systematic Review. The Journal of Strength & Conditioning Research, 33. https://doi.org/10.1519/jsc.0000000000003099
Ferland, P.-M., Laurier, A., & Comtois, A. S. (2020). Relationships Between Anthropometry and Maximal Strength in Male Classic Powerlifters. International Journal of Exercise Science, 13(4), 1512–1531.
Ferland, P.-M., St-Jean Miron, F., Laurier, A., & Comtois, A. S. (2020). The relationship between body composition measured by dual-energy x-ray absorptiometry (dexa) and maximal strength in classic powerlifting. J Sport Med Phys Fitness, 60(3), 407–416. https://doi.org/10.23736/s0022-4707.19.09996-1
Ferrari, L., Colosio, A. L., Teso, M., & Pogliaghi, S. (2022). Performance and Anthropometrics of Classic Powerlifters: Which Characteristics Matter? Journal of Strength and Conditioning Research, 36(4), 1003–1010. https://doi.org/10.1519/jsc.0000000000003570
Filingeri, D., Bianco, A., & Palma, A. (2013). Handgrip strength: a predictive indicator of upper body maximal strength? In The Journal of sports medicine and physical fitness (Vol. 53, Issue 4, pp. 453–454).
Frisancho, A. R. (1981). New norms of upper limb fat and muscle areas for assessment of nutritional status. American Journal of Clinical Nutrition, 34(11), 2540–2545. https://doi.org/10.1093/ajcn/34.11.2540
Frisancho, A. R. (2009). Developmental adaptation: Where we go from here. American Journal of Human Biology, 21(5), 694–703. https://doi.org/10.1002/ajhb.20891
Gallagher, D., Heymsfield, S. B., Heo, M., Jebb, S. A., Murgatroyd, P. R., & Sakamoto, Y. (2000). Healthy percentage body fat ranges: an approach for developing guidelines based on body mass index. The American Journal of Clinical Nutrition, 72(3), 694–701. https://doi.org/10.1093/ajcn/72.3.694
Hart, C. L., Ward, T. E., & Mayhew, J. L. (1991). Anthropometric correlates of bench press performance following resistance training. Sports Medicine, Training and Rehabilitation, 2(2), 89–95. https://doi.org/10.1080/15438629109511904
Haynes, E., & DeBeliso, M. (2019). The relationship between CrossFit performance and grip strength. Turkish Journal of Kinesiology, 5(1), 15–21. https://doi.org/10.31459/turkjkin.515874
Hetzler, R. K., Schroeder, B. L., Wages, J. J., Stickley, C. D., & Kimura, I. F. (2010). Anthropometry increases 1 repetition maximum predictive ability of NFL-225 test for Division IA college football players. The Journal of Strength & Conditioning Research, 24(6), 1429–1439. https://doi.org/10.1519/jsc.0b013e3181d682fa
Hume, P., & Stewart, A. (2018). Physique Assessment in Youth Sports for Talent Identification and Development. In Best Practice Protocols for Physique Assessment in Sport (pp. 3–10). https://doi.org/10.1007/978-981-10-5418-1_1
Huygens, W., Claessens, A. L., Thomis, M., & Loos, R. (2002). Body composition estimations by BIA versus anthropometric equations in body builders and other power athletes. Journal of Sports Medicine and Physical Fitness, 42(1), 45.
James, W. P. T., Jackson-Leach, R., Mhurchu, C. N., Kalamara, E., Shayeghi, M., Rigby, N. J., Nishida, C., & Rodgers, A. (2004). Overweight and obesity (high body mass index). Comparative Quantification of Health Risks: Global and Regional Burden of Disease Attributable to Selected Major Risk Factors, 1, 497–596.
Keogh, J., Hume, P., Mellow, P., & Pearson, S. (2005). The use of anthropometric variables to predict bench press and squat strength in well-trained strength athletes. ISBS-Conference Proceedings Archive, 126–129.
Keogh, J. W. L., Burge, A., & Wright, K. (2018). Relationships between grip strength tests in male strength sport athletes. ISBS Proceedings Archive, 36(1), 730.
Keogh, J. W. L., Hume, P. A., Pearson, S. N., & Mellow, P. (2007). Anthropometric dimensions of male powerlifters of varying body mass. Journal of Sports Sciences, 25(12), 1365–1376. https://doi.org/10.1080/02640410601059630
Keogh, J. W. L., Hume, P. A., Pearson, S. N., & Mellow, P. (2008). To what extent does sexual dimorphism exist in competitive powerlifters? Journal of Sports Sciences, 26(5), 531–541. https://doi.org/10.1080/02640410701644034
Keogh, J. W. L., Hume, P. A., Pearson, S. N., & Mellow, P. J. (2009). Can absolute and proportional anthropometric characteristics distinguish stronger and weaker powerlifters? The Journal of Strength & Conditioning Research, 23(8), 2256–2265. https://doi.org/10.1519/jsc.0b013e3181b8d67a
Latella, C., Van den Hoek, D., & Teo, W.-P. (2018). Factors affecting powerlifting performance: An analysis of age-and weight-based determinants of relative strength. International Journal of Performance Analysis in Sport, 18(4), 532–544. https://doi.org/10.1080/24748668.2018.1496393
Leong, D. P., Teo, K. K., Rangarajan, S., Kutty, V. R., Lanas, F., Hui, C., Quanyong, X., Zhenzhen, Q., Jinhua, T., Noorhassim, I., AlHabib, K. F., Moss, S. J., Rosengren, A., Akalin, A. A., Rahman, O., Chifamba, J., Orlandini, A., Kumar, R., Yeates, K., … Yusuf, S. (2016). Reference ranges of handgrip strength from 125,462 healthy adults in 21 countries: a prospective urban rural epidemiologic (PURE) study. Journal of Cachexia, Sarcopenia and Muscle, 7(5), 535–546. https://doi.org/10.1002/jcsm.12112
Lohman, T. J., Roache, A. F., & Martorell, R. (1992, August 1). Anthropometric Standardization Reference Manual. In Medicine & Science in Sports & Exercise. https://doi.org/10.1249/00005768-199208000-00020
Lovera, M., & Keogh, J. (2015). Anthropometric profile of powerlifters: differences as a function of bodyweight class and competitive success. The Journal of Sports Medicine and Physical Fitness, 55(5), 478–487.
Manning, J. T., & Taylor, R. P. (2001). Second to fourth digit ratio and male ability in sport: implications for sexual selection in humans. Evolution and Human Behavior, 22(1), 61–69. https://doi.org/10.1016/s1090-5138(00)00063-5
Marković, G., & Sekulić, D. (2006). Modeling the influence of body size on weightlifting and powerlifting performance. Collegium Antropologicum, 30(3), 607–613.
Mayhew, J. L., Ball, T. E., Ward, T. E., Hart, C. L., & Arnold, M. D. (1991). Relationships of structural dimensions to bench press strength in college males. The Journal of Sports Medicine and Physical Fitness, 31(2), 135–141.
Mayhew, J. L., McCormick, T. P., Piper, F. C., Kurth, A. L., & Arnold, M. D. (1993). Relationships of Body Dimensions to Strength Performance in Novice Adolescent Male Powerlifters. Pediatric Exercise Science, 5(4), 347–356. https://doi.org/10.1123/pes.5.4.347
Mayhew, J. L., Piper, F. C., & Ware, J. S. (1993). Anthropometric correlates with strength performance among resistance trained athletes. The Journal of Sports Medicine and Physical Fitness, 33(2), 159–165.
Padulo, J., Laffaye, G., Chaouachi, A., & Chamari, K. (2015). Bench press exercise: the key points. J Sports Med Phys Fitness, 55(6), 604–608.
Rambaud, O., Rahmani, A., Moyen, B., & Bourdin, M. (2008). Importance of upper-limb inertia in calculating concentric bench press force. The Journal of Strength & Conditioning Research, 22(2), 383–389. https://doi.org/10.1519/jsc.0b013e31816193e7
Reya, M., Škarabot, J., Cveticanin, B., & Šarabon, N. (2021). Factors underlying bench press performance in elite competitive powerlifters. The Journal of Strength & Conditioning Research, 35(8), 2179–2186. https://doi.org/10.1519/jsc.0000000000003097
Roth, S. M. (2012). Critical overview of applications of genetic testing in sport talent identification. Recent Patents on DNA & Gene Sequences, 6(3), 247–255. https://doi.org/10.2174/187221512802717402
Ruprai, R. K., Tajpuriya, S. V, & Mishra, N. (2016). Handgrip strength as determinant of upper body strength/physical fitness: a comparative study among individuals performing gymnastics (ring athletes) and gymnasium (powerlifters). Int. J. Med. Sci. Public Health, 5, 1167–1172. https://doi.org/10.5455/ijmsph.2016.09102015176
Schoffstall, J. E. (2010). Grip Strength and Powerlifting Performance James E. Schoffstall, Scott Morrison, Barry Boswell, & Blake Kozlik. Southeastern Chapter of the American College of Sports Medicine Regional Conference.
Siri, W. E. (1961). Body composition from fluid spaces and density: analysis of methods. In J. Brozek & A. Henschel (Eds.), Techniques for measuring body composition (pp. 223–244). National Academy of Sciences.
Suazo, N., & DeBeliso, M. (2021). The relationship between powerlifting performance and hand grip strength among female athletes. Turkish Journal of Kinesiology, 7(4), 112–122. https://doi.org/10.31459/turkjkin.1027695
Tamiya, R., Lee, S. Y., & Ohtake, F. (2012). Second to fourth digit ratio and the sporting success of sumo wrestlers. Evolution and Human Behavior, 33(2), 130–136. https://doi.org/10.1016/j.evolhumbehav.2011.07.003
Vidal Pérez, D., Martínez-Sanz, J. M., Ferriz-Valero, A., Gómez-Vicente, V., & Ausó, E. (2021). Relationship of Limb Lengths and Body Composition to Lifting in Weightlifting. International Journal of Environmental Research and Public Health, 18(2). https://doi.org/10.3390/ijerph18020756
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