Relationship Between Training Load, Neuromuscular Fatigue, and Daily Well-Being in Elite Young Wrestlers

References

• Alba-Jiménez, C., Moreno-Doutres, D., & Peña, J. (2022). Trends assessing neuromuscular fatigue in team sports: A narrative review. Sports, 10(3), 33. https://doi.org/10.3390/sports10030033
   Web of Science ®Google Scholar
• Ament, W., & Verkerke, G. (2009). Exercise and fatigue. Sports Medicine, 39(5), 389–422. Springer. https://doi.org/10.2165/00007256-200939050-00005
   PubMed Web of Science ®Google Scholar
• Bourdon, P. C., Cardinale, M., Murray, A., Gastin, P., Kellmann, M., Varley, M. C., Gabbett, T. J., Coutts, A. J., Burgess, D. J., Gregson, W., & Cable, N. T. (2017). Monitoring athlete training loads: Consensus statement. International Journal of Sports Physiology and Performance, 12(s2), S2-161-S2-170. https://doi.org/10.1123/IJSPP.2017-0208.
   Web of Science ®Google Scholar
• Buchheit, M., Racinais, S., Bilsborough, J. C., Bourdon, P. C., Voss, S. C., Hocking, J., Cordy, J., Mendez-Villanueva, A., & Coutts, A. J. (2013). Monitoring fitness, fatigue and running performance during a pre-season training camp in elite football players. Journal of Science and Medicine in Sport, 16(6), 550–555. https://doi.org/10.1016/j.jsams.2012.12.003
   PubMed Web of Science ®Google Scholar
• Chaabene, H., Negra, Y., Bouguezzi, R., Mkaouer, B., Franchini, E., Julio, U., & Hachana, Y. (2017). Physical and physiological attributes of wrestlers. Journal of Strength and Conditioning Research, 31(5), 1411–1442. https://doi.org/10.1519/JSC.0000000000001738
   PubMed Web of Science ®Google Scholar
• Chandler, P. T., Pinder, S. J., Curran, J. D., & Gabbett, T. J. (2014). Physical demands of training and competition in collegiate netball players. Journal of Strength and Conditioning Research, 28(10), 2732–2737. https://doi.org/10.1519/JSC.0000000000000486
   PubMed Web of Science ®Google Scholar
• Claudino, J. G., Cronin, J., Mezêncio, B., McMaster, D. T., McGuigan, M., Tricoli, V., Amadio, A. C., & Serrão, J. C. (2017). The countermovement jump to monitor neuromuscular status: A meta-analysis. Journal of Science and Medicine in Sport, 20(4), 397–402. https://doi.org/10.1016/j.jsams.2016.08.011
   PubMed Web of Science ®Google Scholar
• Clemente, F. M., Mendes, B., Nikolaidis, P. T., Calvete, F., Carriço, S., & Owen, A. L. (2017). Internal training load and its longitudinal relationship with seasonal player wellness in elite professional soccer. Physiology & Behavior, 179, 262–267. https://doi.org/10.1016/j.physbeh.2017.06.021
   PubMed Web of Science ®Google Scholar
• Clemente, F. M., Mendes, B., Palao, J. M., Silvério, A., Carriço, S., Calvete, F., & Nakamura, F. Y. (2019). Seasonal player wellness and its longitudinal association with internal training load: Study in elite volleyball. The Journal of Sports Medicine and Physical Fitness, 59(3), 345–351. https://doi.org/10.23736/S0022-4707.18.08312-3
   PubMed Web of Science ®Google Scholar
• Clemente, F. M., Silva, A. F., Clark, C. C. T., Conte, D., Ribeiro, J., Mendes, B., & Lima, R. (2020). Analyzing the seasonal changes and relationships in training load and wellness in elite volleyball players. International Journal of Sports Physiology and Performance, 15(5), 731–740. https://doi.org/10.1123/ijspp.2019-0251
   PubMed Web of Science ®Google Scholar
• Conte, D., Kolb, N., Scanlan, A. T., & Santolamazza, F. (2018). Monitoring training load and well-being during the in-season phase in national collegiate athletic association division i men’s basketball. International Journal of Sports Physiology and Performance, 13(8), 1067–1074. https://doi.org/10.1123/ijspp.2017-0689
   PubMed Web of Science ®Google Scholar
• Cormack, S. J., Smith, R. L., Mooney, M. M., Young, W. B., & O’Brien, B. J. (2014). Accelerometer load as a measure of activity profile in different standards of netball match play. International Journal of Sports Physiology and Performance, 9(2), 283–291. https://doi.org/10.1123/ijspp.2012-0216
   PubMed Web of Science ®Google Scholar
• Demirkan, E., Koz, M., Kutlu, M., & Favre, M. (2015). Comparison of physical and physiological profiles in elite and amateur young wrestlers. Journal of Strength and Conditioning Research, 29(7), 1876–1883. https://doi.org/10.1519/JSC.0000000000000833
   PubMed Web of Science ®Google Scholar
• Duignan, C., Doherty, C., Caulfield, B., & Blake, C. (2020). Single-item self-report measures of team-sport athlete wellbeing and their relationship with training load: A systematic review. Journal of Athletic Training, 55(9), 944–953. https://doi.org/10.4085/1062-6050-0528.19
   PubMed Web of Science ®Google Scholar
• Eckard, T. G., Padua, D. A., Hearn, D. W., Pexa, B. S., & Frank, B. S. (2018). The relationship between training load and injury in athletes: A systematic review. Sports Medicine, 48(8), 1929–1961. Springer International Publishing. https://doi.org/10.1007/s40279-018-0951-z
   PubMed Web of Science ®Google Scholar
• Foster, C. (1998). Monitoring training in athletes with reference to overtraining syndrome. Medicine & Science in Sports & Exercise, 30(7), 1164–1168. https://doi.org/10.1097/00005768-199807000-00023
   PubMed Web of Science ®Google Scholar
• Foster, C., Florhaug, J. A., Franklin, J., Gottschall, L., Hrovatin, L. A., Parker, S., Doleshal, P., & Dodge, C. (2001). A new approach to monitoring exercise training. Journal of Strength and Conditioning Research, 15(1), 109–115. https://doi.org/10.1519/1533-4287_2001_015<0109:ANATME>2.0.CO;2
   PubMed Web of Science ®Google Scholar
• Gabbett, T. J. (2016). The training—injury prevention paradox: Should athletes be training smarter and harder? British Journal of Sports Medicine, 50(5), 273–280.
   PubMed Web of Science ®Google Scholar
• Gabbett, T. J., Nassis, G. P., Oetter, E., Pretorius, J., Johnston, N., Medina, D., Rodas, G., Myslinski, T., Howells, D., Beard, A., & Ryan, A. (2017). The athlete monitoring cycle: A practical guide to interpreting and applying training monitoring data. British Journal of Sports Medicine, 51(20), 1451–1452. https://doi.org/10.1136/bjsports-2016-097298
   PubMed Web of Science ®Google Scholar
• Gastin, P. B., Meyer, D., & Robinson, D. (2013). Perceptions of wellness to monitor adaptive responses to training and competition in elite Australian football. Journal of Strength and Conditioning Research, 27(9), 2518–2526. https://doi.org/10.1519/JSC.0b013e31827fd600
   PubMed Web of Science ®Google Scholar
• Gathercole, R. J., Stellingwerff, T., & Sporer, B. C. (2015). Effect of acute fatigue and training adaptation on countermovement jump performance in elite snowboard cross athletes. Journal of Strength and Conditioning Research, 29(1), 37–46. https://doi.org/10.1519/JSC.0000000000000622
   PubMed Web of Science ®Google Scholar
• Gibson, N. E., Boyd, A. J., & Murray, A. M. (2016). Countermovement jump is not affected during final competition preparation periods in elite rugby sevens players. Journal of Strength and Conditioning Research, 30(3), 777–783. https://doi.org/10.1519/JSC.0000000000001156
   PubMed Web of Science ®Google Scholar
• Govus, A. D., Coutts, A., Duffield, R., Murray, A., & Fullagar, H. (2018). Relationship between pretraining subjective wellness measures, player load, and rating-of-perceived-exertion training load in American college football. International Journal of Sports Physiology and Performance, 13(1), 95–101. https://doi.org/10.1123/ijspp.2016-0714
   PubMed Web of Science ®Google Scholar
• Hartwig, T. B., Naughton, G., & Searl, J. (2009). Load, stress, and recovery in adolescent rugby union players during a competitive season. Journal of Sports Sciences, 27(10), 1087–1094. https://doi.org/10.1080/02640410903096611
   PubMed Web of Science ®Google Scholar
• Herman, L., Foster, C., Maher, M., Mikat, R., & Porcari, J. (2006). Validity and reliability of the session RPE method for monitoring exercise training intensity. South African Journal of Sports Medicine, 18(1), 14. https://doi.org/10.17159/2078-516x/2006/v18i1a247
   Google Scholar
• Hills, S. P., Barrett, S., Feltbower, R. G., Barwood, M. J., Radcliffe, J. N., Cooke, C. B., Kilduff, L. P., Cook, C. J., & Russell, M. (2019). A match-day analysis of the movement profiles of substitutes from a professional soccer club before and after pitch-entry. Plos One, 14(1), e0211563. https://doi.org/10.1371/journal.pone.0211563
   PubMed Web of Science ®Google Scholar
• Hills, S. P., & Rogerson, D. J. (2018). Associations between self-reported well-being and neuromuscular performance during a professional rugby union season. Journal of Strength and Conditioning Research, 32(9), 2498–2509. https://doi.org/10.1519/JSC.0000000000002531
   PubMed Web of Science ®Google Scholar
• Hooper, S. L., & Mackinnon, L. T. (1995). Monitoring overtraining in athletes. Sports Medicine, 20(5), 321–327. https://doi.org/10.2165/00007256-199520050-00003
   PubMed Web of Science ®Google Scholar
• Hopkins, W. G., Marshall, S. W., Batterham, A. M., & Hanin, J. (2009). Progressive statistics for studies in sports medicine and exercise science. Medicine and Science in Sports and Exercise, 41(1), 3. https://doi.org/10.1249/MSS.0b013e31818cb278
   PubMed Web of Science ®Google Scholar
• Horswill, C. A. (1992). Applied physiology of amateur wrestling. Sports Medicine: An International Journal of Applied Medicine and Science in Sport and Exercise, 14(2), 114–143. Sports Med. https://doi.org/10.2165/00007256-199214020-00004
   PubMed Web of Science ®Google Scholar
• Hulin, B. T., Gabbett, T. J., Lawson, D. W., Caputi, P., & Sampson, J. A. (2016). The acute: Chronic workload ratio predicts injury: High chronic workload may decrease injury risk in elite rugby league players. British Journal of Sports Medicine, 50(4), 231–236. BMJ Publishing Group. https://doi.org/10.1136/bjsports-2015-094817
   PubMed Web of Science ®Google Scholar
• Impellizzeri, F. M., Marcora, S. M., & Coutts, A. J. (2019). Internal and external training load: 15 years on. International Journal of Sports Physiology and Performance, 14(2), 270–273. https://doi.org/10.1123/ijspp.2018-0935
   PubMed Web of Science ®Google Scholar
• Impellizzeri, F. M., Tenan, M. S., Kempton, T., Novak, A., & Coutts, A. J. (2020). Acute: Chronic workload ratio: Conceptual issues and fundamental pitfalls. International Journal of Sports Physiology and Performance, 15(6), 907–913. https://doi.org/10.1123/ijspp.2019-0864
   PubMed Web of Science ®Google Scholar
• Impellizzeri, F. M., Ward, P., Coutts, A. J., Bornn, L., & McCall, A. (2020a). Training load and injury part 1: The devil is in the detail—challenges to applying the current research in the training load and injury field. Journal of Orthopaedic & Sports Physical Therapy, 50(10), 574–576. https://doi.org/10.2519/jospt.2020.9675
   PubMed Web of Science ®Google Scholar
• Impellizzeri, F. M., Ward, P., Coutts, A. J., Bornn, L., & McCall, A. (2020b). Training load and injury part 2: Questionable research practices hijack the truth and mislead well-intentioned clinicians. Journal of Orthopaedic & Sports Physical Therapy, 50(10), 577–584. https://doi.org/10.2519/jospt.2020.9211
   PubMed Web of Science ®Google Scholar
• Impellizzeri, F. M., Wookcock, S., Coutts, A., Fanchini, M., McCall, A., & Vigotsky, A. D. (2020). Acute to random workload ratio is ‘as’ associated with injury as acute to actual chronic workload ratio: Time to dismiss ACWR and its components. https://doi.org/10.31236/osf.io/e8kt4
   Google Scholar
• Jones, C. M., Griffiths, P. C., & Mellalieu, S. D. (2017). Training load and fatigue marker associations with injury and illness: A systematic review of longitudinal studies. Sports Medicine, 47(5), 943–974. Springer International Publishing. https://doi.org/10.1007/s40279-016-0619-5
   PubMed Web of Science ®Google Scholar
• Kellmann, M., Bertollo, M., Bosquet, L., Brink, M., Coutts, A. J., Duffield, R., Erlacher, D., Halson, S. L., Hecksteden, A., Heidari, J., Wolfgang Kallus, K., Meeusen, R., Mujika, I., Robazza, C., Skorski, S., Venter, R., & Beckmann, J. (2018). Recovery and performance in sport: Consensus statement. International Journal of Sports Physiology and Performance, 13(2), 240–245. https://doi.org/10.1123/ijspp.2017-0759
   PubMed Web of Science ®Google Scholar
• Kennedy, R. A., & Drake, D. (2017). The effect of acute fatigue on countermovement jump performance in rugby union players during preseason. The Journal of Sports Medicine and Physical Fitness, 57(10), 1261–1266. https://doi.org/10.23736/S0022-4707.17.06848-7
   PubMed Web of Science ®Google Scholar
• Khalili-Borna, D., & Honsik, K. (2005). Wrestling and sports medicine. Current Sports Medicine Reports, 4(3), 144–149. https://doi.org/10.1097/01.CSMR.0000306197.51994.16
   PubMedGoogle Scholar
• Malone, J. J., Murtagh, C. F., Morgans, R., Burgess, D. J., Morton, J. P., & Drust, B. (2015). Countermovement jump performance is not affected during an in-season training microcycle in Elite youth soccer players. Journal of Strength and Conditioning Research, 29(3), 752–757. https://doi.org/10.1519/JSC.0000000000000701
   PubMed Web of Science ®Google Scholar
• McLaren, S. J., Graham, M., Spears, I. R., & Weston, M. (2016). The sensitivity of differential ratings of perceived exertion as measures of internal load. International Journal of Sports Physiology and Performance, 11(3), 404–406. https://doi.org/10.1123/ijspp.2015-0223
   PubMed Web of Science ®Google Scholar
• McLaren, S. J., Smith, A., Bartlett, J. D., Spears, I. R., & Weston, M. (2018). Differential training loads and individual fitness responses to pre-season in professional rugby union players. Journal of Sports Sciences, 36(21), 2438–2446. https://doi.org/10.1080/02640414.2018.1461449
   PubMed Web of Science ®Google Scholar
• Mountjoy, M., Armstrong, N., Bizzini, L., Blimkie, C., Evans, J., Gerrard, D., Hangen, J., Knoll, K., Micheli, L., Sangenis, P., & Van Mechelen, W. (2008). IOC consensus statement: “Training the elite child athlete”. British Journal of Sports Medicine, 42(3), 163–164. https://doi.org/10.1136/bjsm.2007.044016
   PubMed Web of Science ®Google Scholar
• Nilsson, J., Csergö, S., Gullstrand, L., Tveit, P., & Refsnes, P. E. (2002). Work-time profile, blood lactate concentration and rating of perceived exertion in the 1998 Greco-Roman wrestling World Championship. Journal of Sports Sciences, 20(11), 939–945. https://doi.org/10.1080/026404102320761822
   PubMed Web of Science ®Google Scholar
• Nobari, H., Akyildiz, Z., Fani, M., Oliveira, R., Pérez-Gómez, J., & Clemente, F. M. (2021). Weekly wellness variations to identify non-functional overreaching syndrome in Turkish national youth wrestlers: A pilot study. Sustainability, 13(9), 4667. https://doi.org/10.3390/su13094667
   Web of Science ®Google Scholar
• Nobari, H., Aquino, R., Clemente, F. M., Khalafi, M., Adsuar, J. C., & Pérez-Gómez, J. (2020). Description of acute and chronic load, training monotony and strain over a season and its relationships with well-being status: A study in elite under-16 soccer players. Physiology & Behavior, 225, 113117. https://doi.org/10.1016/j.physbeh.2020.113117
   PubMed Web of Science ®Google Scholar
• Nobari, H., Badicu, G., Akyildiz, Z., & Clemente, F. (2023). Relationships between training load and wellbeing measures across a full season: A study of Turkish national youth wrestlers. Biology of Sport. https://doi.org/10.5114/biolsport.2023.116009
   PubMed Web of Science ®Google Scholar
• Nobari, H., Silva, R., Clemente, F. M., Akyildiz, Z., Ardigò, L. P., & Pérez-Gómez, J. (2021). Weekly variations in the workload of Turkish national youth wrestlers: A season of complete preparation. International Journal of Environmental Research and Public Health, 18(7), 3832. https://doi.org/10.3390/ijerph18073832
   PubMed Web of Science ®Google Scholar
• Place, N., & Millet, G. Y. (2020). Quantification of neuromuscular fatigue: What do we do wrong and why? Sports Medicine, 50(3), 439–447. https://doi.org/10.1007/s40279-019-01203-9
   PubMed Web of Science ®Google Scholar
• Read, D. B., Jones, B., Phibbs, P. J., Roe, G. A. B., Darrall-Jones, J. D., Weakley, J. J. S., & Till, K. (2017). Physical demands of representative match-play in adolescent rugby union. Journal of Strength and Conditioning Research, 31(5), 1290–1296. https://doi.org/10.1519/JSC.0000000000001600
   PubMed Web of Science ®Google Scholar
• Roberts, S. P., Trewartha, G., Higgitt, R. J., El-Abd, J., & Stokes, K. A. (2008). The physical demands of elite English rugby union. Journal of Sports Sciences, 26(8), 825–833. https://doi.org/10.1080/02640410801942122
   PubMed Web of Science ®Google Scholar
• Roe, G., Darrall-Jones, J., Till, K., Phibbs, P., Read, D., Weakley, J., & Jones, B. (2017). To jump or cycle? Monitoring neuromuscular function in rugby union players. International Journal of Sports Physiology and Performance, 12(5), 690–696. https://doi.org/10.1123/ijspp.2016-0273
   PubMed Web of Science ®Google Scholar
• Rowell, A. E., Aughey, R. J., Hopkins, W. G., Esmaeili, A., Lazarus, B. H., & Cormack, S. J. (2018, June). Effects of training and competition load on neuromuscular recovery, testosterone, cortisol, and match performance during a season of professional football. Frontiers in Physiology, 9, 668. https://doi.org/10.3389/fphys.2018.00668
   PubMed Web of Science ®Google Scholar
• Rowell, A. E., Aughey, R. J., Hopkins, W. G., Stewart, A. M., & Cormack, S. J. (2017). Identification of sensitive measures of recovery after external load from football match play. International Journal of Sports Physiology and Performance, 12(7), 969–976. https://doi.org/10.1123/ijspp.2016-0522
   PubMed Web of Science ®Google Scholar
• Sawczuk, T., Jones, B., Scantlebury, S., & Till, K. (2018a). The influence of training load, exposure to match play and sleep duration on daily wellbeing measures in youth athletes. Journal of Sports Sciences, 36(21), 2431–2437. https://doi.org/10.1080/02640414.2018.1461337
   PubMed Web of Science ®Google Scholar
• Sawczuk, T., Jones, B., Scantlebury, S., & Till, K. (2018b). Relationships between training load, sleep duration, and daily well-being and recovery measures in youth athletes. Pediatric Exercise Science, 30(3), 345–352. https://doi.org/10.1123/pes.2017-0190
   PubMed Web of Science ®Google Scholar
• Slimani, M., Davis, P., Franchini, E., & Moalla, W. (2017). Rating of perceived exertion for quantification of training and combat loads during combat sport-specific activities: A short review. Journal of Strength and Conditioning Research, 31(10), 2889–2902. NSCA National Strength and Conditioning Association. https://doi.org/10.1519/JSC.0000000000002047
   PubMed Web of Science ®Google Scholar
• Sweeting, A. J., Aughey, R. J., Cormack, S. J., & Morgan, S. (2017). Discovering frequently recurring movement sequences in team-sport athlete spatiotemporal data. Journal of Sports Sciences, 35(24), 2439–2445. https://doi.org/10.1080/02640414.2016.1273536
   PubMed Web of Science ®Google Scholar
• Tavares, F., Healey, P., Smith, T. B., & Driller, M. (2018). The effect of training load on neuromuscular performance, muscle soreness and wellness during an in-season non-competitive week in elite rugby athletes. The Journal of Sports Medicine and Physical Fitness, 58(11), 1565–1571. https://doi.org/10.23736/S0022-4707.17.07618-6
   PubMed Web of Science ®Google Scholar
• Thorpe, R. T., Strudwick, A. J., Buchheit, M., Atkinson, G., Drust, B., & Gregson, W. (2017). The influence of changes in acute training load on daily sensitivity of morning-measured fatigue variables in Elite soccer players. International Journal of Sports Physiology and Performance, 12(s2). S2-107-S2-113. https://doi.org/10.1123/ijspp.2016-0433.
   Google Scholar
• Twomey, R., Aboodarda, S. J., Kruger, R., Culos-Reed, S. N., Temesi, J., & Millet, G. Y. (2017). Neuromuscular fatigue during exercise: Methodological considerations, etiology and potential role in chronic fatigue. Neurophysiologie Clinique, 47(2), 95–110. Elsevier Masson SAS. https://doi.org/10.1016/j.neucli.2017.03.002
   PubMed Web of Science ®Google Scholar
• Yap, B. W., & Sim, C. H. (2011). Comparisons of various types of normality tests. Journal of Statistical Computation and Simulation, 81(12), 2141–2155. https://doi.org/10.1080/00949655.2010.520163
   Web of Science ®Google Scholar
• Yoon, J. (2002). Physiological profiles of elite senior wrestlers. Sports Medicine, 32(4), 225–233. Adis International Ltd. https://doi.org/10.2165/00007256-200232040-00002
   PubMed Web of Science ®Google Scholar
• Zaccagni, L. (2012). Anthropometric characteristics and body composition of Italian national wrestlers. European Journal of Sport Science, 12(2), 145–151. https://doi.org/10.1080/17461391.2010.545838
   Web of Science ®Google Scholar