Analysis of the External and Internal Load in Wheelchair Basketball Considering the Game Situation
Abstract
:Featured Application
Abstract
1. Introduction
2. Materials and Methods
2.1. Design
2.2. Participants
Eligibility Criteria
- Officially belonging to the national WB team and being part of a professional WB team.
- Having participated in at least 70% of the training sessions analysed
- Having played at least fifteen minutes in both matches.
2.3. Sample
2.4. Procedures
2.5. Instruments
2.6. Variables
- -
- The context where the data collection was performed (training sessions or matches).
- -
- The FC of each player.
2.7. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- García-Santos, D.; Pino-Ortega, J.; García-Rubio, J.; Vaquera, A.; Ibáñez, S.J. Internal and External Demands in Basketball Referees during the U-16 European Women’s Championship. Int. J. Environ. Res. Public Health 2019, 16, 3421. [Google Scholar] [CrossRef] [PubMed]
- Gómez-Carmona, C.D.; Mancha-Triguero, D.; Pino-Ortega, J.; Ibáñez, S.J. Exploring Physical Fitness Profile of Male and Female Semiprofessional Basketball Players through Principal Component Analysis—A Case Study. J. Funct. Morphol. Kinesiol. 2021, 6, 67. [Google Scholar] [CrossRef] [PubMed]
- Bastida-Castillo, A.; Gómez-Carmona, C.D.; Pino-Ortega, J.; de la Cruz Sánchez, E. Validity of an Inertial System to Measure Sprint Time and Sport Task Time: A Proposal for the Integration of Photocells in an Inertial System. Int. J. Perform. Anal. Sport 2017, 17, 600–608. [Google Scholar] [CrossRef]
- Reina, M.; García-Rubio, J.; Pino-Ortega, J.; Ibáñez, S.J. The Acceleration and Deceleration Profiles of U-18 Women’s Basketball Players during Competitive Matches. Sports 2019, 7, 165. [Google Scholar] [CrossRef] [PubMed]
- Pino-Ortega, J.; García-Rubio, J.; Ibáñez, S.J. Validity and Reliability of the WIMU Inertial Device for the Assessment of the Vertical Jump. PeerJ 2018, 6, e4709. [Google Scholar] [CrossRef]
- Gamonales, J.M.; Muñoz Jiménez, J.; Mancha-Triguero, D.; Ibáñez, S.J. The Influence of the Competition Phase and the Result of the Match on the Competitive Demands in Football 5-a-Side for the Visually Impaired. Int. J. Perform. Anal. Sport 2021, 21, 1–11. [Google Scholar] [CrossRef]
- Castellano, J.; Casamichana, D. Sport with Global Positioning Devices (GPS): Applications and Limitations. Rev. Psicol. Deporte 2014, 23, 355–364. [Google Scholar]
- Gamonales, J.M.; Hernández-Beltrán, V.; Escudero-Tena, A.; Ibáñez, S.J. Analysis of the External and Internal Load in Professional Basketball Players. Sport 2023, 11, 195. [Google Scholar] [CrossRef]
- Gómez-Carmona, C.D.; Pino-Ortega, J.; Ibáñez, S.J. Design and Validity of a Field Test Battery for Assessing Multi-Location External Load Profile in Invasion Team Sports. E-Balonmano Com 2020, 16, 23–48. [Google Scholar]
- Ibáñez, S.J.; López-Sierra, P.; Hernández-Beltrán, V.; Feu, S. Is Basketball a Symmetrical Sport? Symmetry 2023, 15, 1336. [Google Scholar] [CrossRef]
- Mancha-Triguero, D.; González-Espinosa, S.; Córdoba, L.G.; García-Rubio, J.; Feu, S. Differences in the Physical Demands between Handball and Beach Handball Players. Rev. Bras. Cineantropometria Desempenho Hum. 2020, 22, e72114. [Google Scholar] [CrossRef]
- Santos, F.J.; Figueiredo, T.; Ferreira, C.; Espada, M. Physiological and Physical Effect on U-12 and U-15 Football Players, with the Manipulation of Task Constraints: Field Size and Goalkeeper in Small-Sided Games of 4 × 4 Players. RICYDE. Rev. Int. Cienc. Deporte 2021, 17, 13–24. [Google Scholar] [CrossRef]
- Mancha-Triguero, D.; García-Rubio, J.; Calleja-González, J.; Ibáñez, S.J. Physical Fitness in Basketball Players: A Systematic Review. J. Sports Med. Phys. Fitness 2019, 59, 1513–1525. [Google Scholar] [CrossRef] [PubMed]
- Ibáñez, S.J.; Feu, S.; Cañadas, M. Integral Analysis System of Training Tasks, SIATE, in Invasion Games. E-Balonmano Com 2016, 12, 3–30. [Google Scholar]
- Vincent, L.M.; Blissmer, B.J.; Hatfield, D.L. National Scouting Combine Scores as Performance Predictors in the National Football League. J. Strength Cond. Res. 2019, 33, 104–111. [Google Scholar] [CrossRef] [PubMed]
- Stieler, E.; de Mello, M.T.; Lôbo, I.L.B.; Gonçalves, D.A.; Resende, R.; Andrade, A.G.; Lourenço, T.F.; Silva, A.A.C.; Andrade, H.A.; Guerreiro, R.; et al. Current Technologies and Practices to Assess External Training Load in Paralympic Sport: A Systematic Review. J. Sport Rehabil. 2023, 32, 635–644. [Google Scholar] [CrossRef]
- Hernández-Beltrán, V.; Mancha-Triguero, D.; Gómez-Carmona, C.D.; Gamonales, J.M. The Use of Inertial Devices in Wheelchair Basketball: Exploratory Systematic Review. E-Balonmano Com 2023, 19, 21–33. [Google Scholar] [CrossRef]
- Iturricastillo, A.; Yanci, J.; Los Arcos, A.; Granados, C. Physiological Responses between Players with and without Spinal Cord Injury in Wheelchair Basketball Small-Sided Games. Spinal Cord 2016, 54, 1152–1157. [Google Scholar] [CrossRef]
- Iturricastillo, A.; Granados, C.; Los Arcos, A.; Yanci, J. Objective and Subjective Methods for Quantifying Training Load in Wheelchair Basketball Small-Sided Games. J. Sports Sci. 2017, 35, 749–755. [Google Scholar] [CrossRef]
- Marszałek, J.; Gryko, K.; Kosmol, A.; Morgulec-Adamowicz, N.; Mróz, A.; Molik, B. Wheelchair Basketball Competition Heart Rate Profile According to Players’ Functional Classification, Tournament Level, Game Type, Game Quarter and Playing Time. Front. Psychol. 2019, 10, 773. [Google Scholar] [CrossRef]
- Yanci, J.; Iturricastillo, A.; Granados, C. Heart Rate and Body Temperature Response of Wheelchair Basketball Players in Small-Sided Games. Int. J. Perform. Anal. Sport 2014, 14, 535–544. [Google Scholar] [CrossRef]
- Iturricastillo, A.; Yanci, J.; Granados, C.; Goosey-Tolfrey, V. Quantifying Wheelchair Basketball Match Load: A Comparison of Heart-Rate and Perceived-Exertion Methods. Int. J. Sports Physiol. Perform. 2016, 11, 508–514. [Google Scholar] [CrossRef]
- Hernández-Beltrán, V.; Ibáñez, S.J.; Espada, M.C.; Gamonales, J.M. Influence of Game Space on the Design of Wheelchair Basketball Tasks. Appl. Sci. 2023, 13, 11024. [Google Scholar] [CrossRef]
- Hernández-Beltrán, V.; Muñoz-Jiménez, J.; Gámez-Calvo, L.; Castelli Correia de Campos, L.F.; Gamonales, J.M. Influence of Injuries and Functional Classification on the Sport Performance in Wheelchair Basketball Players. Systematic Review. Retos. Nuevas Tend. Educ. Física Deportes Recreación 2022, 45, 1154–1164. [Google Scholar] [CrossRef]
- Romarate, A.; Yanci, J.; Iturricastillo, A. Evolution of the Internal Load and Physical Condition of Wheelchair Basketball Players during the Competitive Season. Front. Physiol. 2023, 14, 1106584. [Google Scholar] [CrossRef] [PubMed]
- Cavedon, V.; Zancanaro, C.; Milanese, C. Physique and Performance of Young Wheelchair Basketball Players in Relation with Classification. PLoS ONE 2015, 10, e0143621. [Google Scholar] [CrossRef] [PubMed]
- Hopman, M.T. Circulatory Responses during Arm Exercise in Individuals with Paraplegia. Int. J. Sport Med. 1994, 15, 126–131. [Google Scholar] [CrossRef]
- Rehm, J.M.; Jagodinsky, A.E.; Wilburn, C.M.; Smallwood, L.L.; Windham, J.B.; Weimar, W.H. Measuring Trunk Stability for Wheelchair Basketball Classification: A New Field Test. Clin. Kinesiol. 2019, 73, 1–7. [Google Scholar]
- Tachibana, K.; Mutsuzaki, H.; Shimizu, Y.; Doi, T.; Hotta, K.; Wadano, Y. Influence of Functional Classification on Skill Tests in Elite Female Wheelchair Basketball Athletes. Medicina 2019, 55, 740. [Google Scholar] [CrossRef]
- IWBF, International Wheelchair Basketball Federation. IWBF Player Classification Rules 2021; IWBF: Mies, Switzerland, 2021. [Google Scholar]
- Vanlandewijck, Y.C.; Evaggelinou, C.; Daly, D.J.; Verellen, J.; Van Houtte, S.; Aspeslagh, V.; Hendrickx, R.; Piessens, T.; Zwakhoven, B. The Relationship between Functional Potential and Field Performance in Elite Female Wheelchair Basketball Players. J. Sports Sci. 2004, 22, 668–675. [Google Scholar] [CrossRef]
- O’Donoghue, P. Research Methods for Sports Performance Analysis; Routledge: London, UK, 2010. [Google Scholar]
- Ato, M.; López-García, J.J.; Benavente, A. A Classification System for Research Designs in Psychology. Ann. Psychol. 2013, 29, 1038–1059. [Google Scholar] [CrossRef]
- World Medical Association Declaration of Helsinki. Ethical Principles for Medical Research Involving Human Subjects. JAMA 2013, 310, 2191. [Google Scholar] [CrossRef] [PubMed]
- Harriss, D.J.; MacSween, A.; Atkinson, G. Ethical Standards in Sport and Exercise Science Research: 2020 Update. Int. J. Sports Med. 2019, 40, 813–817. [Google Scholar] [CrossRef] [PubMed]
- Piñar, M.I.; García, D.; Mancha-Triguero, D.; Ibáñez, S.J. Effect of Situational and Individual Factors on Training Load and Game Performance in Liga Femenina 2 Basketball Female Players. Appl. Sci. 2022, 12, 7752. [Google Scholar] [CrossRef]
- Gómez-Carmona, C.D.; Bastida-Castillo, A.; Moreno-Pérez, V.; Ibáñez, S.J.; Pino-Ortega, J. Multi-Location External Workload Profile in U-18 Soccer Players. RICYDE Rev. Int. Cienc. Deporte 2021, 17, 124–139. [Google Scholar] [CrossRef]
- O’Donoghue, P. Statistics for Sport and Exercise Studies; Routledge: London, UK, 2012. [Google Scholar]
- Hopkins, W.G.; Marshall, S.W.; Batterham, A.M.; Hanin, J. Progressive Statistics for Studies in Sports Medicine and Exercise Science. Med. Sci. Sport. Exerc. 2009, 41, 3–12. [Google Scholar] [CrossRef] [PubMed]
- Faul, F.; Erdfelder, E.; Lang, A.-G.; Buchner, A. G*Power 3: A Flexible Statistical Power Analysis Program for the Social, Behavioral, and Biomedical Sciences. Behav. Res. Methods 2007, 39, 175–191. [Google Scholar] [CrossRef]
- Reina, M.; Mancha-Triguero, D.; Ibáñez, S.J. Is Training Carried out the Same as Competition? Analysis of Load in Women’s Basketball. Rev. Psicol. Deporte 2017, 26, 9–13. [Google Scholar]
- Vuckovic, G.; Dezman, B.; James, N.; Erculj, F. Analysis Of The Movement Intensity Of National Level Basketball Guards And Centres In Defence And Offence—A Case Study. Kinesiol. Slov. 2010, 16, 66–76. [Google Scholar]
- Saucier, D.N.; Davarzani, S.; Burch V, R.F.; Chander, H.; Strawderman, L.; Freeman, C.; Ogden, L.; Petway, A.; Duvall, A.; Crane, C.; et al. External Load and Muscle Activation Monitoring of NCAA Division I Basketball Team Using Smart Compression Shorts. Sensors 2021, 21, 5348. [Google Scholar] [CrossRef]
- Perez, J.; Rabadan, M.; Pacheco, J.; Sampedro, J. Heart Rate Assessment during Wheelchair Basketball Competition: Its Relationship with Functional Classification and Specific Training Design. Sport Pers. Disabil. Perspect. 2007, 7, 151–174. [Google Scholar]
- Conners, R.T.; Elliott, J.M.; Kyle, D.L.; Solomon, S.; Whitehead, P.N. Physiological Responses of Youth Players During Wheelchair Basketball Games. Eur. J. Adapt. Phys. Act. 2020, 13, 9. [Google Scholar] [CrossRef]
- Seron, B.B.; Oliveira De Carvalho, E.M.; Greguol, M. Analysis of Physiological and Kinematic Demands of Wheelchair Basketball Games-A Review. J. Strength Cond. Res. 2019, 33, 1453–1462. [Google Scholar] [CrossRef] [PubMed]
- Coutts, K.D. Heart Rates of Participants in Wheelchair Sports. Spinal Cord 1988, 26, 43–49. [Google Scholar] [CrossRef] [PubMed]
- García, F.; Vázquez-Guerrero, J.; Castellano, J.; Casals, M.; Schelling, X. Physical Demands between Game Quarters and Playing Positions on Professional Basketball Players during Official Competition. J. Sport. Sci. Med. 2020, 19, 256–263. [Google Scholar]
- Salazar, H.; Castellano, J.; Svilar, L. Differences in External Load Variables between Playing Positions in Elite Basketball Match-Play. J. Hum. Kinet. 2020, 75, 257–266. [Google Scholar] [CrossRef]
- Ozmen, T.; Yuktasir, B.; Yildirim, N.U.; Yalcin, B.; Willems, M.E. Explosive Strength Training Improves Speed and Agility in Wheelchair Basketball Athletes. Rev. Bras. Med. Esporte 2014, 20, 97–100. [Google Scholar] [CrossRef]
- Vanlandewijck, Y.C.; Verellen, J.; Tweedy, S. Towards Evidence-Based Classification in Wheelchair Sports: Impact of Seating Position on Wheelchair Acceleration. J. Sports Sci. 2011, 29, 1089–1096. [Google Scholar] [CrossRef]
- Demeco, A.; de Sire, A.; Marotta, N.; Palumbo, A.; Fragomeni, G.; Gramigna, V.; Pellegrino, R.; Moggio, L.; Petraroli, A.; Iona, T.; et al. Effectiveness of Rehabilitation through Kinematic Analysis of Upper Limb Functioning in Wheelchair Basketball Athletes: A Pilot Study. Appl. Sci. 2022, 12, 2929. [Google Scholar] [CrossRef]
- Soylu, Ç.; Yıldırım, N.Ü.; Akalan, C.; Akınoğlu, B.; Kocahan, T. The Relationship Between Athletic Performance and Physiological Characteristics in Wheelchair Basketball Athletes. Res. Q. Exerc. Sport 2021, 92, 639–650. [Google Scholar] [CrossRef]
Players | Age (Years) | Weight (kg) | Height (cm) | Experience (Years) | FC |
---|---|---|---|---|---|
2 | 41 ± 0 | 82 ± 2.82 | 181.5 ± 4.94 | 6.5 ± 2.12 | 1.0 |
1 | 39 | 68 | 182 | 5 | 2.0 |
4 | 31 ± 1.16 | 61 ± 6.97 | 146.5 ± 33.39 | 5.2 ± 2.87 | 2.5 |
2 | 25 ± 2.82 | 57.5 ± 21.92 | 167.5 ± 20.50 | 4 ± 1.41 | 3.0 |
3 | 28.3 ± 7.57 | 75 ± 8.88 | 180 ± 10.81 | 3.6 ± 1.54 | 4.0 |
Variables | Training | Match | t | df | p | ES | |||
---|---|---|---|---|---|---|---|---|---|
SD | SD | ||||||||
Kinematics External Load | Distance/min (m) | 63.429 | 14.017 | 95.484 | 43.581 | −6.861 | 190 | 0.000 * | 0.990 |
Explosive distance/min (m) | 5.375 | 1.985 | 8.143 | 4.823 | −5.200 | 190 | 0.000 * | 0.751 | |
Acc/min (m/s2) | 26.264 | 4.754 | 75.351 | 32.837 | −14.496 | 190 | 0.000 * | 2.092 | |
Dcc/min (m/s2) | 22.387 | 5.876 | 75.799 | 33.244 | −15.502 | 190 | 0.000 * | 2.237 | |
HSR/min (m) | 5.755 | 4.937 | 1.262 | 4.976 | 6.280 | 190 | 0.000 * | 0.906 | |
Maximum Acc (m/s2) | 3.663 | 0.962 | 3.165 | 0.638 | 4.221 | 190 | 0.000 * | 0.609 | |
Maximum Dcc (m/s2) | −3.817 | 0.964 | −3.504 | 0.655 | −2.630 | 190 | 0.009 * | 0.380 | |
Average speed (km/h) | 5.238 | 0.470 | 4.019 | 1.426 | 7.951 | 190 | 0.000 * | 1.148 | |
Maximum Speed (km/h) | 15.242 | 2.159 | 12.481 | 4.247 | 5.677 | 190 | 0.000 * | 0.819 | |
Neuromuscular External Load | PL/min (a.u.) | 0.734 | 0.214 | 1.481 | 1.115 | −6.445 | 190 | 0.000 * | 0.930 |
Impacts/min (n) | 156.050 | 70.753 | 234.150 | 178.912 | −3.977 | 190 | 0.000 * | 0.574 | |
Objetive Internal Load | Average HR (bpm) | 118.916 | 23.689 | 133.833 | 21.830 | −4.526 | 190 | 0.000 * | 0.655 |
Maximum HR (bpm) | 152.295 | 30.525 | 160.750 | 24.798 | −2.102 | 190 | 0.037 * | 0.304 | |
% maximum HR (bpm) | 68.438 | 12.838 | 69.492 | 11.832 | −0.590 | 190 | 0.556 | 0.085 |
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Hernández-Beltrán, V.; Ibáñez, S.J.; Espada, M.C.; Gamonales, J.M. Analysis of the External and Internal Load in Wheelchair Basketball Considering the Game Situation. Appl. Sci. 2024, 14, 269. https://doi.org/10.3390/app14010269
Hernández-Beltrán V, Ibáñez SJ, Espada MC, Gamonales JM. Analysis of the External and Internal Load in Wheelchair Basketball Considering the Game Situation. Applied Sciences. 2024; 14(1):269. https://doi.org/10.3390/app14010269
Chicago/Turabian StyleHernández-Beltrán, Víctor, Sergio J. Ibáñez, Mário C. Espada, and José M. Gamonales. 2024. "Analysis of the External and Internal Load in Wheelchair Basketball Considering the Game Situation" Applied Sciences 14, no. 1: 269. https://doi.org/10.3390/app14010269
APA StyleHernández-Beltrán, V., Ibáñez, S. J., Espada, M. C., & Gamonales, J. M. (2024). Analysis of the External and Internal Load in Wheelchair Basketball Considering the Game Situation. Applied Sciences, 14(1), 269. https://doi.org/10.3390/app14010269