1
|
McClean ZJ, Pasanen K, Lun V, Charest J, Herzog W, Werthner P, Black A, Vleuten RV, Lacoste E, Jordan MJ. A Biopsychosocial Model for Understanding Training Load, Fatigue, and Musculoskeletal Sport Injury in University Athletes: A Scoping Review. J Strength Cond Res 2024; 38:1177-1188. [PMID: 38781473 DOI: 10.1519/jsc.0000000000004789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2024]
Abstract
ABSTRACT McClean, ZJ, Pasanen, K, Lun, V, Charest, J, Herzog, W, Werthner, P, Black, A, Vleuten, RV, Lacoste, E, and Jordan, MJ. A biopsychosocial model for understanding training load, fatigue, and musculoskeletal sport injury in university athletes: A scoping review. J Strength Cond Res 38(6): 1177-1188, 2024-The impact of musculoskeletal (MSK) injury on athlete health and performance has been studied extensively in youth sport and elite sport. Current research examining the relationship between training load, injury, and fatigue in university athletes is sparse. Furthermore, a range of contextual factors that influence the training load-fatigue-injury relationship exist, necessitating an integrative biopsychosocial model to address primary and secondary injury prevention research. The objectives of this review were (a) to review the scientific literature examining the relationship between training load, fatigue, and MSK injury in university athletes and (b) to use this review in conjunction with a transdisciplinary research team to identify biopsychosocial factors that influence MSK injury and develop an updated, holistic biopsychosocial model to inform injury prevention research and practice in university sport. Ten articles were identified for inclusion in this review. Key findings were an absence of injury surveillance methodology and contextual factors that can influence the training load-fatigue-MSK injury relationship. We highlight the inclusion of academic load, social load, and mental health load as key variables contributing to a multifactorial, gendered environmental, scientific inquiry on sport injury and reinjury in university sport. An integrative biopsychosocial model for MSK injury in university sport is presented that can be used to study the biological, psychological, and social factors that modulate injury and reinjury risk in university athletes. Finally, we provide an example of how causal inference can be used to maximize the utility of longitudinally collected observational data that is characteristic of sport performance research in university sport.
Collapse
Affiliation(s)
- Zachary J McClean
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Integrative Neuromuscular Sport Performance Lab, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Kati Pasanen
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Integrative Neuromuscular Sport Performance Lab, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Victor Lun
- Sport Medicine Center, University of Calgary, Calgary, Alberta, Canada
| | - Jonathan Charest
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- École de Psychologie, Université Laval, Québec, Quebec, Canada; and
- Center for Sleep & Human Performance, Calgary, Alberta, Canada
| | - Walter Herzog
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Penny Werthner
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Amanda Black
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Reid Vander Vleuten
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Integrative Neuromuscular Sport Performance Lab, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Elise Lacoste
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Matthew J Jordan
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Integrative Neuromuscular Sport Performance Lab, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Sport Medicine Center, University of Calgary, Calgary, Alberta, Canada
| |
Collapse
|
2
|
Alimoradi M, Hosseini E, Sahebozamani M, Dos’Santos T, Sheikhbahaie S, Bigtashkhani R, Kabiri A. The effects of two different fatigue protocols on movement quality during anticipated and unanticipated change of directions in female soccer players. PLoS One 2024; 19:e0302144. [PMID: 38776356 PMCID: PMC11111049 DOI: 10.1371/journal.pone.0302144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 03/28/2024] [Indexed: 05/24/2024] Open
Abstract
OBJECTIVE This study compared neuromuscular control under two fatigue protocols during anticipated and unanticipated change of direction (COD) maneuvers and evaluated their effects on the risk of non-contact ACL injuries. METHOD Forty-five female soccer players (mean age: 22.22 ± 2.24 years; mean height: 166.24 ± 3.33 cm; mean mass: 59.84 ± 5.03 kg) were divided into three groups: functional fatigue (Soccer specific fatigue ptotocol-SOFT90), non-functional fatigue (Bruce protocol), and control group. Before and after the implementation of neuromuscular control fatigue protocols were evaluated using the cutting motion assessment score tool (CMAS). Two-dimensional (2D) videos were recorded during anticipated and unanticipated COD trials for both dominant and non-dominant legs. RESULTS Significant time effects (p < 0.05) and group-time interactions (p < 0.05) were observed in both anticipated and unanticipated conditions for both dominant and non-dominant legs after the fatigue protocols. The functional fatigue group exhibited higher CMAS changes, indicating poorer movement quality following fatigue. Notably, the non-dominant leg displayed amplified deficits during unanticipated COD maneuvers following the functional fatigue protocol. CONCLUSIONS Fatigue significantly impairs neuromuscular control, particularly in unanticipated COD situations, which increases the risk of non-contact ACL injuries. To mitigate this risk, coaches, trainers, and medical professionals should prioritize targeted training and injury prevention strategies, focusing on the non-dominant leg during unanticipated COD maneuvers.
Collapse
Affiliation(s)
- Mohammad Alimoradi
- Department of Sports Injuries and Corrective Exercises, Faculty of Sports Sciences, Shahid Bahonar University, Kerman, Iran
| | - Elham Hosseini
- Department of Sports Injuries and Corrective Exercises, Faculty of Sports Sciences, Shahid Bahonar University, Kerman, Iran
| | - Mansour Sahebozamani
- Department of Sports Injuries and Corrective Exercises, Faculty of Sports Sciences, Shahid Bahonar University, Kerman, Iran
| | - Thomas Dos’Santos
- Musculoskeletal Science and Sports Medicine Research Centre, Department of Sport and Exercise Sciences, Manchester Metropolitan University, Manchester, United Kingdom
| | - Shima Sheikhbahaie
- Department of Sports Injuries and Corrective Exercises, Faculty of Sports Sciences, Shahid Bahonar University, Kerman, Iran
| | - Roya Bigtashkhani
- Department of Health and Sport Medicine, Faculty of Physical Education and Sport Sciences, University of Tehran, Tehran, Iran
| | - Aryan Kabiri
- Department of Health and Sport Medicine, Faculty of Physical Education and Sport Sciences, University of Tehran, Tehran, Iran
| |
Collapse
|
3
|
Kalkhoven JT. Athletic Injury Research: Frameworks, Models and the Need for Causal Knowledge. Sports Med 2024; 54:1121-1137. [PMID: 38507193 PMCID: PMC11127898 DOI: 10.1007/s40279-024-02008-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/22/2024] [Indexed: 03/22/2024]
Abstract
Within applied sports science and medicine research, many challenges hinder the establishment and detailed understanding of athletic injury causality as well as the development and implementation of appropriate athletic injury prevention strategies. Applied research efforts are faced with a lack of variable control, while the capacity to compensate for this lack of control through the application of randomised controlled trials is often confronted by a number of obstacles relating to ethical or practical constraints. Such difficulties have led to a large reliance upon observational research to guide applied practice in this area. However, the reliance upon observational research, in conjunction with the general absence of supporting causal inference tools and structures, has hindered both the acquisition of causal knowledge in relation to athletic injury and the development of appropriate injury prevention strategies. Indeed, much of athletic injury research functions on a (causal) model-blind observational approach primarily driven by the existence and availability of various technologies and data, with little regard for how these technologies and their associated metrics can conceptually relate to athletic injury causality and mechanisms. In this article, a potential solution to these issues is proposed and a new model for investigating athletic injury aetiology and mechanisms, and for developing and evaluating injury prevention strategies, is presented. This solution is centred on the construction and utilisation of various causal diagrams, such as frameworks, models and causal directed acyclic graphs (DAGs), to help guide athletic injury research and prevention efforts. This approach will alleviate many of the challenges facing athletic injury research by facilitating the investigation of specific causal links, mechanisms and assumptions with appropriate scientific methods, aiding the translation of lab-based research into the applied sporting world, and guiding causal inferences from applied research efforts by establishing appropriate supporting causal structures. Further, this approach will also help guide the development and adoption of both relevant metrics (and technologies) and injury prevention strategies, as well as encourage the construction of appropriate theoretical and conceptual foundations prior to the commencement of applied injury research studies. This will help minimise the risk of resource wastage, data fishing, p-hacking and hypothesising after the results are known (HARK-ing) in athletic injury research.
Collapse
Affiliation(s)
- Judd T Kalkhoven
- School of Health Sciences, Western Sydney University, Campbelltown, NSW, Australia.
- Human Performance Research Centre, Faculty of Health, University of Technology Sydney, Sydney, NSW, Australia.
| |
Collapse
|
4
|
Bache-Mathiesen LK, Bahr R, Sattler T, Fagerland MW, Whiteley R, Skazalski C. Causal inference did not detect any effect of jump load on knee complaints in elite men's volleyball. Scand J Med Sci Sports 2024; 34:e14635. [PMID: 38671558 DOI: 10.1111/sms.14635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 04/10/2024] [Accepted: 04/11/2024] [Indexed: 04/28/2024]
Abstract
The aim was to determine how jump load affects knee complaints in elite men's volleyball. We collected data from four men's premier league volleyball teams through three seasons in a prospective cohort study (65 players, 102 player-seasons). Vert inertial measurement devices captured the jump load (jump frequency and jump height) from 21 088 daily player sessions, and knee complaints were reported in 3568 weekly OSTRC-O questionnaires. Mixed complementary log-log regression models described the probability of (i) experiencing symptoms if players were currently asymptomatic, (ii) worsening symptoms if players had symptoms, and (iii) recovery from knee complaints. Based on our causal assumptions, weekly jump load was modeled as the independent variable, adjusted for age (years), weight (kg), position on volleyball team, and past jump load. No certain evidence of an association was found between weekly jump load and probability of (i) knee complaints (p from 0.10 to 0.32 for three restricted cubic splines of load), (ii) worsening symptoms if the player already had symptoms (p from 0.11 to 0.97), (iii) recovery (p from 0.36 to 0.63). The probability of knee complaints was highest for above-average weekly jump load (~1.2% for an outside hitter with mean age and height) compared with low loads (~1%) and very high loads (→ ~ 0%). The association between jump load and knee complaints risk remains unclear. Small differences in risk across observed jump load levels were observed. It would likely require substantially increased sample sizes to detect this association with certainty.
Collapse
Affiliation(s)
- Lena Kristin Bache-Mathiesen
- Oslo Sports Trauma Research Centre, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
| | - Roald Bahr
- Oslo Sports Trauma Research Centre, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
- Aspetar Orthopaedic and Sports Medicine Hospital, Doha, Qatar
| | - Tine Sattler
- Faculty of Sport, University of Ljubljana, Ljubljana, Slovenia
| | - Morten Wang Fagerland
- Oslo Sports Trauma Research Centre, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
- Oslo Centre for Biostatistics and Epidemiology, Research Support Services, Oslo University Hospital, Oslo, Norway
| | - Rod Whiteley
- Aspetar Orthopaedic and Sports Medicine Hospital, Doha, Qatar
| | - Christopher Skazalski
- Oslo Sports Trauma Research Centre, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
- Aspetar Orthopaedic and Sports Medicine Hospital, Doha, Qatar
| |
Collapse
|
5
|
Mattiussi AM, Shaw JW, Price P, Brown DD, Cohen DD, Lineham J, Pedlar CR, Tallent J, Atack A. The association of range of motion, lower limb strength, and load during jump landings in professional ballet dancers. J Biomech 2024; 168:112119. [PMID: 38669794 DOI: 10.1016/j.jbiomech.2024.112119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Revised: 03/09/2024] [Accepted: 04/22/2024] [Indexed: 04/28/2024]
Abstract
This study aimed to investigate the associations between peak plantarflexion ankle joint moments and vertical ground reaction forces (vGRF) during jump landings, and static ankle dorsiflexion range of motion (ROM), three-dimensional ankle excursions, and lower extremity strength in professional ballet dancers. Twenty-seven professional ballet dancers volunteered to participate (men = 14, women = 13). Participants attended one data collection session to measure dorsiflexion ROM and isometric lower extremity strength. Two further sessions were used to establish ankle mechanics and vGRFs during countermovement jump landings in seven foot positions, via a seven-camera motion capture system and piezoelectric force platform. Two linear mixed-effects models were used to investigate associations between the target variables and strength, dorsiflexion ROM, and ankle excursions. Dancer identification, sex, and foot position were entered as random effects. Model fit, when considered independent of random effects, was generally poor with the predictor variables explaining little of the variance of peak plantarflexion ankle joint moments (R2 = 0.02) or vGRF (R2 = 0.01). Model fit improved when random effects were considered (R2 = 0.65 & 0.34). Frontal plane ankle excursion was the only predictor variable with a significant negative association with peak plantarflexion ankle joint moments (p = .016), although coefficient estimates were small. Strength, static ankle dorsiflexion ROM, and three-dimensional ankle excursions are poor predictors of load experienced at a joint and system level in professional ballet dancers. Differences between individuals, sex, and foot position may be better indicators of the load experienced during jump landings.
Collapse
Affiliation(s)
- Adam M Mattiussi
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK; Ballet Healthcare, The Royal Ballet, Royal Opera House, London, UK; Performance Rehabilitation, Intensive Rehabilitation Unit, UK Sports Institute, UK. https://twitter.com/adammattiussi
| | - Joseph W Shaw
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK; Ballet Healthcare, The Royal Ballet, Royal Opera House, London, UK. https://twitter.com/josephshaw
| | - Phil Price
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK. https://twitter.com/thepricep
| | - Derrick D Brown
- Victorian College of the Arts, The University of Melbourne, Australia. https://twitter.com/ddbrown
| | - Daniel D Cohen
- Mindeporte (Colombian Ministry of Sport), Centre for Sports Science, Bogotá, Colombia; Department of Human Performance and Innovation, University of Limerick, Ireland. https://twitter.com/danielcohen1971
| | - Jack Lineham
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK
| | - Charles R Pedlar
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK; Division of Surgery and Interventional Science, University College London, UK. https://twitter.com/pedlarcr
| | - Jamie Tallent
- School of Sport, Rehabilitation and Exercise Sciences, University of Essex, Colchester, UK; Faculty of Medicine, Nursing and Health Science, Monash University, Melbourne, Australia. https://twitter.com/jamietallent
| | - Alexandra Atack
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK. https://twitter.com/a_atack2
| |
Collapse
|
6
|
Thurlow F, Huynh M, Townshend A, McLaren SJ, James LP, Taylor JM, Weston M, Weakley J. The Effects of Repeated-Sprint Training on Physical Fitness and Physiological Adaptation in Athletes: A Systematic Review and Meta-Analysis. Sports Med 2024; 54:953-974. [PMID: 38041768 DOI: 10.1007/s40279-023-01959-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/25/2023] [Indexed: 12/03/2023]
Abstract
BACKGROUND Repeated-sprint training (RST) is a common training method for enhancing physical fitness in athletes. To advance RST prescription, it is important to understand the effects of programming variables on physical fitness and physiological adaptation. OBJECTIVES This study (1) quantifies the pooled effects of running RST on changes in 10 and 20 m sprint time, maximal oxygen consumption (VO2max), Yo-Yo Intermittent Recovery Test Level 1 (YYIR1) distance, repeated-sprint ability (RSA), countermovement jump (CMJ) height and change of direction (COD) ability in athletes, and (2) examines the moderating effects of program duration, training frequency, weekly volume, sprint modality, repetition distance, number of repetitions per set and number of sets per session on changes in these outcome measures. METHODS Pubmed, SPORTDiscus and Scopus databases were searched for original research articles up to 04 July 2023, investigating RST in healthy, able-bodied athletes, between 14 and 35 years of age, and a performance calibre of trained or above. RST interventions were limited to repeated, maximal running (land-based) sprints of ≤ 10 s duration, with ≤ 60 s recovery, performed for 2-12 weeks. A Downs and Black checklist was used to assess the methodological quality of the included studies. Eligible data were analysed using multi-level mixed-effects meta-analysis, with standardised mean changes determined for all outcomes. Standardised effects [Hedges G (G)] were evaluated based on coverage of their confidence (compatibility) intervals (CI) using a strength and conditioning specific reference value of G = 0.25 to declare an improvement (i.e. G > 0.25) or impairment (i.e. G < - 0.25) in outcome measures. Applying the same analysis, the effects of programming variables were then evaluated against a reference RST program, consisting of three sets of 6 × 30 m straight-line sprints performed twice per week for 6 weeks (1200 m weekly volume). RESULTS 40 publications were included in our investigation, with data from 48 RST groups (541 athletes) and 19 active control groups (213 athletes). Across all studies, the effects of RST were compatible with improvements in VO2max (G 0.56, 90% CI 0.32-0.80), YYIR1 distance (G 0.61, 90% CI 0.43-0.79), RSA decrement (G - 0.61, 90% CI - 0.85 to - 0.37), linear sprint times (10 m: G - 0.35, 90% CI - 0.48 to - 0.22; 20 m: G - 0.48, 90% CI - 0.69 to - 0.27), RSA average time (G - 0.34, 90% CI - 0.49 to - 0.18), CMJ height (G 0.26, 90% CI 0.13-0.39) and COD ability (G - 0.32, 90% CI - 0.52 to - 0.12). Compared with the reference RST program, the effects of manipulating training frequency (+ 1 session per week), program duration (+ 1 extra training week), RST volume (+ 200 m per week), number of reps (+ 2 per set), number of sets per session (+ 1 set) or rep distance (+ 10 m per rep) were either non-substantial or comparable with an impairment in at least one outcome measure per programming variable. CONCLUSIONS Running-based RST improves speed, intermittent running performance, VO2max, RSA, COD ability and CMJ height in trained athletes. Performing three sets of 6 × 30 m sprints, twice per week for 6 weeks is effective for enhancing physical fitness and physiological adaptation. Additionally, since our findings do not provide conclusive support for the manipulation of RST variables, further work is needed to better understand how programming factors can be manipulated to augment training-induced adaptations. STUDY REGISTRATION Open Science Framework registration https://doi.org/10.17605/OSF.IO/RVNDW .
Collapse
Affiliation(s)
- Fraser Thurlow
- School of Behavioural and Health Sciences, Australian Catholic University, 1100 Nudgee Road, Banyo, QLD, 4014, Australia.
- Sports Performance, Recovery, Injury and New Technologies (SPRINT) Research Centre, Australian Catholic University, Brisbane, QLD, Australia.
| | - Minh Huynh
- Sport, Performance, and Nutrition Research Group, School of Allied Health, Human Services, & Sport, La Trobe University, Melbourne, VIC, Australia
| | - Andrew Townshend
- School of Behavioural and Health Sciences, Australian Catholic University, 1100 Nudgee Road, Banyo, QLD, 4014, Australia
- Sports Performance, Recovery, Injury and New Technologies (SPRINT) Research Centre, Australian Catholic University, Brisbane, QLD, Australia
| | - Shaun J McLaren
- Newcastle Falcons Rugby Club, Newcastle Upon Tyne, UK
- Department of Sport and Exercise Sciences, Manchester Metropolitan University Institute of Sport, Manchester, UK
| | - Lachlan P James
- Sport, Performance, and Nutrition Research Group, School of Allied Health, Human Services, & Sport, La Trobe University, Melbourne, VIC, Australia
| | - Jonathon M Taylor
- School of Health and Life Sciences, Teesside University, Middlesbrough, UK
| | - Matthew Weston
- Physical Education and Health Sciences (ISPEHS), Moray House School of Education and Sport, The University of Edinburgh, Edinburgh, UK
| | - Jonathon Weakley
- School of Behavioural and Health Sciences, Australian Catholic University, 1100 Nudgee Road, Banyo, QLD, 4014, Australia
- Sports Performance, Recovery, Injury and New Technologies (SPRINT) Research Centre, Australian Catholic University, Brisbane, QLD, Australia
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds, UK
| |
Collapse
|
7
|
Hendricks M, Verhagen E, van de Water ATM. Epidemiology, etiology and prevention of injuries in competitive ice speed skating-limited current evidence, multiple future priorities: A scoping review. Scand J Med Sci Sports 2024; 34:e14614. [PMID: 38610079 DOI: 10.1111/sms.14614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 10/13/2023] [Accepted: 03/14/2024] [Indexed: 04/14/2024]
Abstract
Long-track and short-track ice speed skating are integral to the Winter Olympics. The state of evidence-based injury prevention in these sports is unclear. Our goals were to summarize the current scientific knowledge, to determine the state of research, and to highlight future research areas for injury prevention in ice speed skating. We conducted a scoping review, searching all injury and injury prevention studies in competitive ice speed skaters. The six-stage Translating Research into Injury Prevention Practice (TRIPP) framework summarized the findings. The systematic search yielded 1109 citations. Nineteen studies were included, and additional searches yielded another 13 studies, but few had high-quality design. TRIPP stage 1 studies (n = 24) found competition injury rates from 2% to 18% of participants with various injury locations and types. Seasonal prevalence of physical complaints was up to 84% (for back pain) in long- and short-track. Ten studies covered information on TRIPP stage 2, with two small etiological studies linking injuries to functional strength deficits (short-track) and training load (long-track). Questionnaire studies identified various perceived risk factors for injuries but lacked further scientific evidence. Most TRIPP stage 3 studies (five out of eight) focused on developing protective measures, while two studies found short-track helmets performed poorly compared to helmets used in other sports. No study evaluated the efficacy, the intervention context, or the effectiveness (TRIPP stages 4-6) of the measures. Scientific knowledge on injury prevention in ice speed skating is limited. Future research should prioritize high-quality studies on injury epidemiology and etiology in the sports.
Collapse
Affiliation(s)
- Matthias Hendricks
- Amsterdam Collaboration on Health & Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Department of Neuromotor Behavior and Exercise, Institute of Sport and Exercise Sciences, University of Münster, Münster, Germany
| | - Evert Verhagen
- Amsterdam Collaboration on Health & Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Alexander T M van de Water
- School of Allied Health, Human Services and Sport, La Trobe University, Melbourne/Bundoora, Victoria, Australia
- AdPhysio: Research, Training & Consultancy, Apeldoorn, The Netherlands
| |
Collapse
|
8
|
Branquinho L, de França E, Teixeira JE, Titton A, Leite de Barros LF, Campos P, Marinho DA, Forte P, Caperuto EC, Thomatieli dos Santos RV, Ferraz R. Identifying the ideal weekly training load for in-game performance in an elite Brazilian soccer team. Front Physiol 2024; 15:1341791. [PMID: 38505708 PMCID: PMC10948442 DOI: 10.3389/fphys.2024.1341791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 02/19/2024] [Indexed: 03/21/2024] Open
Abstract
Introduction: The purpose of this study was to investigate the ideal training load to be applied during periods of fixture congestion to ensure an adequate dose-response effect for performance maintenance. Methods: Match performance data and corresponding pre-match training load sessions (both N = 498 match performance cases and training-block session cases) were collected (with the catapult system, VECTOR7) from 36 male professional soccer players (23.5 ± 5.2 years; 178 ± 4 cm; 75.5 ± 6.0 kg) belonging to the Brazilian First Division team during the 2022 season. The following data were collected in match and training sessions: jump, acceleration, deceleration, and change of direction (COD); running distance producing metabolic power at different intensities (>20, >20-35, >35-45, >45-55, and >55 W kg-1), total distance (m), relative distance (m/min), running distance at different speeds (>20, >25, and >30 km/h), number of sprints (running >25 km/h), and maximum speed (km/h). Mixed linear model (MLM), decision tree regression (DTR), and cluster K means model (SPSS v.26) approach were performed to identify the most critical variables (and their respective load) in the training sessions that could explain the athlete's match performance. Results: MLM and DTR regression show that training load significantly affects game performance in a specific way. According to the present data, an interference phenomenon can occur when a high load of two different skills (running in a straight line vs COD, deceleration, and jumping) is applied in the same training block of the week. The cluster approach, followed by a chi-squared test, identified significant associations between training load and athlete match performance in a dose-dependent manner. Discussion: The high load values described here have a beneficial effect on match performance, despite the interference between stimuli discussed above. We present a positive training load from a congested season from the Brazilian First Division team. The study suggests that an interference effect occurs when high physical training loads are applied to different specific physical skills throughout the season.
Collapse
Affiliation(s)
- Luís Branquinho
- Agrarian School of Elvas, Polytechnic Institute of Portalegre, Portalegre, Portugal
- CI-ISCE–ISCE Douro, Penafiel, Portugal
- Research Center in Sports Sciences, Health Sciences and Human Development, Covilhã, Portugal
| | - Elias de França
- Department of Biosciences, Federal University of São Paulo, São Paulo, Brazil
| | - José E. Teixeira
- Research Center in Sports Sciences, Health Sciences and Human Development, Covilhã, Portugal
- Sport Sciences and Physical Education Department, Polytechnic Institute of Bragança, Bragança, Portugal
- Sport Department, Polytechnic Institute of Guarda, Guarda, Portugal
| | | | | | | | - Daniel A. Marinho
- Research Center in Sports Sciences, Health Sciences and Human Development, Covilhã, Portugal
- University of Beira Interior, Covilhã, Portugal
| | - Pedro Forte
- CI-ISCE–ISCE Douro, Penafiel, Portugal
- Research Center in Sports Sciences, Health Sciences and Human Development, Covilhã, Portugal
- Sport Sciences and Physical Education Department, Polytechnic Institute of Bragança, Bragança, Portugal
- Sport Department, Higher Institute of Educational Sciences of the Douro, Penafiel, Portugal
- LiveWell—Research Centre for Active Living and Wellbeing, Polytechnic Institute of Bragança, Bragança, Portugal
| | | | | | - Ricardo Ferraz
- Research Center in Sports Sciences, Health Sciences and Human Development, Covilhã, Portugal
- University of Beira Interior, Covilhã, Portugal
| |
Collapse
|
9
|
Salter J, Julian R, Mentzel SV, Hamilton A, Hughes JD, De St Croix M. Maturity status influences perceived training load and neuromuscular performance during an academy soccer season. Res Sports Med 2024; 32:235-247. [PMID: 35860914 DOI: 10.1080/15438627.2022.2102916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 06/20/2022] [Indexed: 10/17/2022]
Abstract
Commonly we see large within-age-group variations in physique, including body mass, stature, and percentages of predicted adult height, which suggests that age-specified training loads are flawed. Aims were to investigate how maturation impacts training load and neuromuscular response within academy soccer and to provide recommendations for practitioners. Fifty-five male soccer players (age 14.5 ± 1.2 years; stature 172 ± 10 cm; body mass 59.8 ± 10 kg; 94.1 ± 1.8% predicted adult height) reported differential ratings of perceived exertion (AU) across a season. Neuromuscular performance (countermovement jump, reactive strength index, absolute and relative leg stiffness) was measured at three time points across the season. Perceived exertion and neuromuscular performance were examined using linear mixed modelling, supplemented with non-clinical magnitude-based decisions. Analysis indicates every 5% increase in maturity status results in players perceiving overall session intensity 6.9 AU lower and 13.9 AU lower for a 10% maturity shift. Both 5% and 10% changes in maturity most likely resulted in higher countermovement jump, with likely to very likely differences observed for RSI and ABS. Maturity substantially influences neuromuscular performance over the season. Therefore, maturity-specific load prescription may prevent significant within age-group differences in accumulated load, possibly reducing injury risk and/or burnout.
Collapse
Affiliation(s)
- Jamie Salter
- School of Science, Technology and Health, York St John University, York, England
- School of Sport and Exercise, University of Gloucestershire, Gloucester, UK
| | - Ross Julian
- School of Sport and Exercise, University of Gloucestershire, Gloucester, UK
- Institute of Sport and Exercise Sciences, University of Muenster, Muenster, Germany
| | - Stijn V Mentzel
- Institute of Sport and Exercise Sciences, University of Muenster, Muenster, Germany
| | | | - Jonathan D Hughes
- School of Sport and Exercise, University of Gloucestershire, Gloucester, UK
| | - Mark De St Croix
- School of Sport and Exercise, University of Gloucestershire, Gloucester, UK
| |
Collapse
|
10
|
Kelly S, Waring A, Stone B, Pollock N. Epidemiology of bone injuries in elite athletics: A prospective 9-year cohort study. Phys Ther Sport 2024; 66:67-75. [PMID: 38340615 DOI: 10.1016/j.ptsp.2024.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 01/15/2024] [Accepted: 01/17/2024] [Indexed: 02/12/2024]
Abstract
OBJECTIVES To describe bone injury patterns in elite track and field athletes. To investigate relationships between bone injury and athlete characteristics to inform future injury prevention strategies. DESIGN Descriptive epidemiology study. SETTING Elite athletics training centres across the United Kingdom and internationally, observed between 2012 and 2020. PARTICIPANTS 207 Olympic programme senior track and field athletes. MAIN OUTCOME MEASURES Injury number, Incidence, Severity, Burden, Time Loss. RESULTS There were 78 fractures during the study period. Gradual repetitive bone injuries were the most common type of injury mode. The foot, pelvis and the lumbar spine were the regions with the highest number of bone stress injuries. Stress fractures had a higher burden overall compared to stress reactions. Average return to full training was 67.4 days (±73.1) for stress reactions and 199 (±205.2) days for stress fractures. There was no relationship between bone injury type and age, sex, ethnicity, side dominance or event group. CONCLUSION Bone stress injuries in athletics have a high severity and burden warranting continued efforts to prevent their occurrence and optimize management. Age, sex, ethnicity, side dominance and event region do not have any relationship with bone injury occurrence and are therefore unlikely to increase risk in this cohort.
Collapse
Affiliation(s)
- Shane Kelly
- Ballet Healthcare, The Royal Opera House, London, WC2E9DD, United Kingdom.
| | - Anthony Waring
- Fortius Clinic, 17 Fitzhardinge Street, London, W1H 6EQ, United Kingdom. https://twitter.com/Sport_Ex_Dr
| | - Ben Stone
- British Athletics, National Performance Institute (NPI), Loughborough, LE11 3TU, United Kingdom. https://twitter.com/B_W_Stone
| | - Noel Pollock
- Institute of Sport, Exercise and Health (ISEH), University College of London, London, W1T 7HA, United Kingdom. https://twitter.com/DrNoelPollock
| |
Collapse
|
11
|
Maloney BM, Mattiussi AM, Cleather DJ, Price P, Shaw JW. Jumping demands during classical ballet class. Scand J Med Sci Sports 2024; 34:e14502. [PMID: 37740586 DOI: 10.1111/sms.14502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 08/16/2023] [Accepted: 09/14/2023] [Indexed: 09/24/2023]
Abstract
Ballet class represents a considerable portion of professional ballet training, yet the external training load demands associated with class-and particularly the jumping demands-have not been investigated. The purpose of this study was to measure the jumping demands of ballet class by sex and rank. Eleven female and eight male elite professional ballet dancers participated in 109 ballet classes taught by 12 different teachers. Jump counts and jump heights were measured during each class. A Poisson generalized linear mixed effects model was used to examine the differences in jump counts between sexes and ranks. Greater jump counts were observed during class in men than in women (153, 95% confidence intervals [CI] [137, 170] vs. 119, 95% CI [109, 131], p = 0.004) and in junior ranking dancers compared with senior ranking dancers (151, 95% CI [138, 165] vs. 121, 95% CI [108, 135], p = 0.006). Female junior and senior ranking dancers jumped at rates of 9.2 ± 2.6 and 8.6 ± 4.7 jumps·min-1 , respectively, while male junior and senior ranking dancers jumped at rates of 9.1 ± 2.6 and 8.7 ± 2.6 jumps·min-1 , respectively. Across all classes, 73% of jumps observed were below 50% of maximum double-legged countermovement jump height. Unlike rehearsals and performances, class offers dancers an opportunity to self-regulate load, and as such, are a useful session to manage jump load, and facilitate gradual return-to-dance pathways. Communication between health care and artistic staff is essential to facilitate load management during class.
Collapse
Affiliation(s)
- Brian M Maloney
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK
- Ballet Healthcare, The Royal Ballet, Royal Opera House, London, UK
| | - Adam M Mattiussi
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK
- Ballet Healthcare, The Royal Ballet, Royal Opera House, London, UK
| | - Daniel J Cleather
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK
- Institute for Globally Distributed Open Research and Education (IGDORE), Prague, Czech Republic
| | - Phil Price
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK
| | - Joseph W Shaw
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK
- Ballet Healthcare, The Royal Ballet, Royal Opera House, London, UK
| |
Collapse
|
12
|
Mason L, Connolly J, Devenney LE, Lacey K, O’Donovan J, Doherty R. Sleep, Nutrition, and Injury Risk in Adolescent Athletes: A Narrative Review. Nutrients 2023; 15:5101. [PMID: 38140360 PMCID: PMC10745648 DOI: 10.3390/nu15245101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 12/01/2023] [Accepted: 12/07/2023] [Indexed: 12/24/2023] Open
Abstract
This narrative review explores the impact of sleep and nutrition on injury risk in adolescent athletes. Sleep is viewed as essential to the recuperation process and is distinguished as an active participant in recovery through its involvement in growth, repair, regeneration, and immunity. Furthermore, the literature has shown that the sleep of athletes impacts elements of athletic performance including both physical and cognitive performance, recovery, injury risk, and mental well-being. For sleep to have a restorative effect on the body, it must meet an individual's sleep needs whilst also lasting for an adequate duration and being of adequate quality, which is age-dependent. The literature has suggested that athletes have increased sleep needs compared to those of the general population and thus the standard recommendations may not be sufficient for athletic populations. Therefore, a more individualised approach accounting for overall sleep health may be more appropriate for addressing sleep needs in individuals including athletes. The literature has demonstrated that adolescent athletes achieve, on average, ~6.3 h of sleep, demonstrating a discrepancy between sleep recommendations (8-10 h) and actual sleep achieved. Sleep-wake cycles undergo development during adolescence whereby adaptation occurs in sleep regulation during this phase. These adaptations increase sleep pressure tolerance and are driven by the maturation of physiological, psychological, and cognitive functioning along with delays in circadian rhythmicity, thus creating an environment for inadequate sleep during adolescence. As such, the adolescent period is a phase of rapid growth and maturation that presents multiple challenges to both sleep and nutrition; consequently, this places a significant burden on an adolescent athletes' ability to recover, thus increasing the likelihood of injury. Therefore, this article aims to provide a comprehensive review of the available literature on the importance of sleep and nutrition interactions in injury risk in adolescent athletes. Furthermore, it provides foundations for informing further investigations exploring the relation of sleep and nutrition interactions to recovery during adolescence.
Collapse
Affiliation(s)
- Lorcán Mason
- Sports Lab North West, Atlantic Technological University Donegal, Port Road, F92 FC93 Letterkenny, Ireland (R.D.)
| | - James Connolly
- Department of Computing, Atlantic Technological University Donegal, Port Road, F92 FC93 Letterkenny, Ireland
| | - Lydia E. Devenney
- Faculty of Arts & Social Sciences, The Open University, Walton Hall, Milton Keynes MK7 6AA, UK
| | - Karl Lacey
- Sports Lab North West, Atlantic Technological University Donegal, Port Road, F92 FC93 Letterkenny, Ireland (R.D.)
| | - Jim O’Donovan
- DCU Glasnevin Campus, Dublin City University, Collins Avenue Extension, Dublin 9, D09 Y8VX Dublin, Ireland
- Sport Ireland Institute, National Sport Campus, Abbotstown, Dublin 15, D15 Y52H Dublin, Ireland
| | - Rónán Doherty
- Sports Lab North West, Atlantic Technological University Donegal, Port Road, F92 FC93 Letterkenny, Ireland (R.D.)
- Sport Ireland Institute, National Sport Campus, Abbotstown, Dublin 15, D15 Y52H Dublin, Ireland
| |
Collapse
|
13
|
Impellizzeri FM, Shrier I, McLaren SJ, Coutts AJ, McCall A, Slattery K, Jeffries AC, Kalkhoven JT. Understanding Training Load as Exposure and Dose. Sports Med 2023; 53:1667-1679. [PMID: 37022589 PMCID: PMC10432367 DOI: 10.1007/s40279-023-01833-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/28/2023] [Indexed: 04/07/2023]
Abstract
Various terms used in sport and exercise science, and medicine, are derived from other fields such as epidemiology, pharmacology and causal inference. Conceptual and nomological frameworks have described training load as a multidimensional construct manifested by two causally related subdimensions: external and internal training load. In this article, we explain how the concepts of training load and its subdimensions can be aligned to classifications used in occupational medicine and epidemiology, where exposure can also be differentiated into external and internal dose. The meanings of terms used in epidemiology such as exposure, external dose, internal dose and dose-response are therefore explored from a causal perspective and their underlying concepts are contextualised to the physical training process. We also explain how these concepts can assist in the validation process of training load measures. Specifically, to optimise training (i.e. within a causal context), a measure of exposure should be reflective of the mediating mechanisms of the primary outcome. Additionally, understanding the difference between intermediate and surrogate outcomes allows for the correct investigation of the effects of exposure measures and their interpretation in research and applied settings. Finally, whilst the dose-response relationship can provide evidence of the validity of a measure, conceptual and computational differentiation between causal (explanatory) and non-causal (descriptive and predictive) dose-response relationships is needed. Regardless of how sophisticated or "advanced" a training load measure (and metric) appears, in a causal context, if it cannot be connected to a plausible mediator of a relevant response (outcome), it is likely of little use in practice to support and optimise the training process.
Collapse
Affiliation(s)
- Franco M Impellizzeri
- Faculty of Health, Human Performance Research Centre, School of Sport, Exercise and Rehabilitation, University of Technology Sydney, Sydney, NSW, 2007, Australia.
| | - Ian Shrier
- Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, McGill University, Montreal, QC, Canada
| | - Shaun J McLaren
- Newcastle Falcons Rugby Club, Newcastle upon Tyne, UK
- Department of Sport and Exercise Sciences, Durham University, Durham, UK
| | - Aaron J Coutts
- Faculty of Health, Human Performance Research Centre, School of Sport, Exercise and Rehabilitation, University of Technology Sydney, Sydney, NSW, 2007, Australia
| | - Alan McCall
- Faculty of Health, Human Performance Research Centre, School of Sport, Exercise and Rehabilitation, University of Technology Sydney, Sydney, NSW, 2007, Australia
- Arsenal Performance and Research Team, Arsenal Football Club, London, UK
| | - Katie Slattery
- Faculty of Health, Human Performance Research Centre, School of Sport, Exercise and Rehabilitation, University of Technology Sydney, Sydney, NSW, 2007, Australia
| | - Annie C Jeffries
- Faculty of Health, Human Performance Research Centre, School of Sport, Exercise and Rehabilitation, University of Technology Sydney, Sydney, NSW, 2007, Australia
- College of Engineering, Science and Environment, School of Environmental & Life Sciences, The University of Newcastle, Newcastle, NSW, Australia
| | - Judd T Kalkhoven
- Faculty of Health, Human Performance Research Centre, School of Sport, Exercise and Rehabilitation, University of Technology Sydney, Sydney, NSW, 2007, Australia
| |
Collapse
|
14
|
Dudley C, Johnston R, Jones B, Till K, Westbrook H, Weakley J. Methods of Monitoring Internal and External Loads and Their Relationships with Physical Qualities, Injury, or Illness in Adolescent Athletes: A Systematic Review and Best-Evidence Synthesis. Sports Med 2023; 53:1559-1593. [PMID: 37071283 PMCID: PMC10356657 DOI: 10.1007/s40279-023-01844-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/19/2023] [Indexed: 04/19/2023]
Abstract
BACKGROUND With the increasing professionalisation of youth sports, training load monitoring is increasingly common in adolescent athletes. However, the research examining the relationship between training load and changes in physical qualities, injury, or illness in adolescent athletes is yet to be synthesised in a systematic review. OBJECTIVE The aim of this review was to systematically examine the research assessing internal and external methods of monitoring training load and physical qualities, injury, or illness in adolescent athletes. METHODS Systematic searches of SPORTDiscus, Web of Science, CINAHL and SCOPUS were undertaken from the earliest possible records to March 2022. Search terms included synonyms relevant to adolescents, athletes, physical qualities, injury, or illness. To be eligible for inclusion, articles were required to (1) be original research articles; (2) be published in a peer-reviewed journal; (3) include participants aged between 10 and 19 years and participating in competitive sport; (4) report a statistical relationship between a measure of internal and/or external load and physical qualities, injury or illness. Articles were screened and assessed for methodological quality. A best-evidence synthesis was conducted to identify trends in the relationships reported. RESULTS The electronic search yielded 4125 articles. Following screening and a review of references, 59 articles were included. The most commonly reported load monitoring tools were session ratings of perceived exertion (n = 29) and training duration (n = 22). Results of the best-evidence synthesis identified moderate evidence of positive relationships between resistance training volume load and improvement in strength, and between throw count and injury. However, evidence for other relationships between training load and change in physical qualities, injury, or illness were limited or inconsistent. CONCLUSIONS Practitioners should consider monitoring resistance training volume load for strength training. Additionally, where appropriate, monitoring throw counts may be useful in identifying injury risk. However, given the lack of clear relationships between singular measures of training load with physical qualities, injury, or illness, researchers should consider multivariate methods of analysing training load, as well as factors that may mediate the load-response relationship, such as maturation.
Collapse
Affiliation(s)
- Charles Dudley
- School of Behavioural and Health Sciences, Australian Catholic University, Banyo Campus, Brisbane, Australia.
- St Joseph's Nudgee College, Boondall, Brisbane, Australia.
| | - Rich Johnston
- School of Behavioural and Health Sciences, Australian Catholic University, Banyo Campus, Brisbane, Australia
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
| | - Ben Jones
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- Health through Physical Activity, Lifestyle and Sport Research Centre (HPALS), Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- Premiership Rugby, London, UK
- Leeds Rhinos Rugby League Club, Leeds, UK
- England Performance Unit, The Rugby Football League, Leeds, UK
| | - Kevin Till
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- Leeds Rhinos Rugby League Club, Leeds, UK
| | | | - Jonathon Weakley
- School of Behavioural and Health Sciences, Australian Catholic University, Banyo Campus, Brisbane, Australia
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- Sports Performance, Recovery, Injury and New Technologies (SPRINT) Research Centre, Australian Catholic University, Brisbane, Australia
| |
Collapse
|
15
|
Salter J, Black J, Mallett J, Barrett S, Towlson C, Hughes JD, De St Croix M. Does biologically categorised training alter the perceived exertion and neuromuscular movement profile of academy soccer players compared to traditional age-group categorisation? Eur J Sport Sci 2023; 23:1490-1499. [PMID: 35999705 DOI: 10.1080/17461391.2022.2117090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
The individual response to load is multifactorial and complicated by transient temporal changes in biological maturation. The period surrounding peak height velocity exposes potentially "fragile" individuals to systematic, age-related increases in training loads. Bio-banding allows practitioners to manage the biological diversity and align training to the individual development needs . This study explores the acute impact of maturation on neuromuscular performance and perceived intensity through comparing both chronological and bio-banded training sessions. 55 male soccer players (mean ± SD; age 13.8 ± 1.4 years) were recruited from an EPPP academy. Following a warm-up and standardised sub-maximal run (30-15IFT), players competed in five bouts of 5-min 6v6 small-sided games (SSGs) before repeating the standardised sub-maximal run. The sessions were repeated on three occasions with chronological SSGs and the same with bio-banded SSGs wearing foot-mounted inertial measurement units (PlayerMakerTM) with differential ratings of perceived exertion used to quantify internal loads. Mixed linear modelling indicated maturity-specific pre-post differences in neuromuscular response, stride length and cadence having contrasting responses pre- (reduced) and post-PHV (increased), and larger changes in post sessions stiffness for pre- (∼18.6 kN·m-1) and circa-PHV (∼12.1 kN·m-1) players. Secondly, there were small to large differences in neuromuscular response (RSI, stride length, stiffness, and contact time) and perceptions of intensity between conditions, with bio-banding generally reducing pre-post changes. Bio-banding may therefore offer a mechanism to prescribe maturity-specific training loads which may help to alleviate the impact of repeated exposure to high-intensity activity, thus reducing injury risk whilst promoting long-term player development.Highlights Utilising a sub-maximal running protocol (30-15IFT) with foot mounted accelerometers can detect maturity specific responses to football specific training activity, which aligns with subjective perceptions of intensity.Chronologically derived small-sided games elicit different acute responses between players of varying maturity status, which is somewhat negated when bio-banded small-sided games are used instead.Bio-banding training sessions may offer practitioners a practical way of managing maturity-specific trainings load to reduce injury risk and promote long-term players development.
Collapse
Affiliation(s)
- Jamie Salter
- School of Science, Technology and Health, York St John University, York, England
- School of Sport and Exercise, University of Gloucestershire, Gloucester, England
| | - James Black
- School of Science, Technology and Health, York St John University, York, England
| | - James Mallett
- Faculty of Health Sciences, University of Hull, Hull, England
- Hull City FC, Hull, England
| | | | | | - Jonathan D Hughes
- School of Sport and Exercise, University of Gloucestershire, Gloucester, England
| | - Mark De St Croix
- School of Sport and Exercise, University of Gloucestershire, Gloucester, England
| |
Collapse
|
16
|
Horan D, Kelly S, Hägglund M, Blake C, Roe M, Delahunt E. Players', Head Coaches', And Medical Personnels' Knowledge, Understandings and Perceptions of Injuries and Injury Prevention in Elite-Level Women's Football in Ireland. SPORTS MEDICINE - OPEN 2023; 9:64. [PMID: 37515647 PMCID: PMC10387024 DOI: 10.1186/s40798-023-00603-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 06/20/2023] [Indexed: 07/31/2023]
Abstract
BACKGROUND To manage injuries effectively, players, head coaches, and medical personnel need to have excellent knowledge, attitudes, and behaviours in relation to the identification of risk factors for injuries, the implementation of injury prevention initiatives, as well as the implementation of effective injury management strategies. Understanding the injury context, whereby specific personal, environmental, and societal factors can influence the implementation of injury prevention initiatives and injury management strategies is critical to player welfare. To date, no qualitative research investigating the context of injuries, has been undertaken in elite-level women's football. The aim of our study was to explore the knowledge, attitudes, and behaviours of players, head coaches, and medical personnel in the Irish Women's National League (WNL) to injury prevention and injury management. METHODS We used qualitative research methods to explore the knowledge, attitudes, and behaviours of players, head coaches, and medical personnel in the Irish WNL to injury prevention and injury management. Semi-structured interviews were undertaken with 17 players, 8 medical personnel, and 7 head coaches in the Irish WNL. The data were analysed using thematic analysis. Our study is located within an interpretivist, constructivist research paradigm. RESULTS The participants had incomplete knowledge of common injuries in elite-level football, and many held beliefs about risk factors for injuries, such as menstrual cycle stage, which lacked evidence to support them. Jumping and landing exercises were commonly used to reduce the risk of injuries but evidence-based injury prevention exercises and programmes such as the Nordic hamstring curl, Copenhagen adduction exercise, and the FIFA 11+ were rarely mentioned. Overall, there was dissatisfaction amongst players with their medical care and strength and conditioning (S & C) support, with resultant inadequate communication between players, head coaches, and medical personnel. CONCLUSION Poor quality and availability of medical care and S & C support were considered to be a major obstacle in the effective implementation of injury risk reduction strategies and successful return-to-sport practices. More original research is required in elite-level women's football to explore injury risk factors, injury prevention initiatives, and contextual return-to-sport strategies, so that players, head coaches, and medical personnel can use evidence that is both up-to-date and specific to their environment.
Collapse
Affiliation(s)
- Dan Horan
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland.
- Department of Sport, Leisure & Childhood Studies, Munster Technological University, Cork, Ireland.
| | - Seamus Kelly
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Martin Hägglund
- Football Research Group, Linköping University, Linköping, Sweden
- Division of Physiotherapy, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Catherine Blake
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Mark Roe
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Eamonn Delahunt
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
- Institute for Sport and Health, University College Dublin, Dublin, Ireland
| |
Collapse
|
17
|
Shaw JW, Maloney B, Mattiussi AM, Brown DD, Springham M, Pedlar CR, Tallent J. The development and validation of an open-source accelerometery algorithm for measuring jump height and frequency in ballet. J Sports Sci 2023:1-7. [PMID: 37377013 DOI: 10.1080/02640414.2023.2223048] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 05/17/2023] [Indexed: 06/29/2023]
Abstract
The aim was to determine the validity of an open-source algorithm for measuring jump height and frequency in ballet using a wearable accelerometer. Nine professional ballet dancers completed a routine ballet class whilst wearing an accelerometer positioned at the waist. Two investigators independently conducted time-motion analysis to identify time-points at which jumps occurred. Accelerometer data were cross-referenced with time-motion data to determine classification accuracy. To determine the validity of the measurement of jump height, five participants completed nine jetés, nine sautés and three double tour en l'air from a force plate. The jump height predicted by the accelerometer algorithm was compared to the force plate jump height to determine agreement. Across 1440 jumps observed in time-motion analysis, 1371 true positives, 34 false positives and 69 false negatives were identified by the algorithm, resulting in a sensitivity of 0.98, a precision of 0.95 and a miss rate of 0.05. For all jump types, mean absolute error was 2.6 cm and the repeated measures correlation coefficient was 0.97. Bias was 1.2 cm and 95% limits of agreement were -4.9 to 7.2 cm. The algorithm may be used to manage jump load, implement periodization strategies, or plan return-to-jump pathways for rehabilitating athletes.
Collapse
Affiliation(s)
- Joseph W Shaw
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK
- Ballet Healthcare, The Royal Ballet, London, UK
| | - Brian Maloney
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK
- Ballet Healthcare, The Royal Ballet, London, UK
| | - Adam M Mattiussi
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK
- Ballet Healthcare, The Royal Ballet, London, UK
| | - Derrick D Brown
- Institute of Sport Science, Dance Science, University of Bern, Bern, Switzerland
| | - Matthew Springham
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK
- Ballet Healthcare, The Royal Ballet, London, UK
| | - Charles R Pedlar
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UK
- Institute of Sport, Exercise, and Health, Division of Surgery and Interventional Science, University College London, London, UK
| | - Jamie Tallent
- School of Sport, Rehabilitation and Exercise Sciences, University of Essex, Colchester, UK
- Department of Physiotherapy, School of Primary and Allied Health Care, Faculty of Medicine, Nursing and Health Science, Monash University, Melbourne, Australia
| |
Collapse
|
18
|
Hostrup M, Bangsbo J. Performance Adaptations to Intensified Training in Top-Level Football. Sports Med 2023; 53:577-594. [PMID: 36380164 PMCID: PMC9667002 DOI: 10.1007/s40279-022-01791-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/25/2022] [Indexed: 11/17/2022]
Abstract
Because physical demands are surging in football (soccer, USA), clubs are more and more seeking players who have a high capacity to perform repeated intense exercise. High-intensity interval training (HIIT), comprising exercise performed at intensities near or exceeding the capacity of aerobic energy systems, effectively enhances the physical conditioning of players. But given that HIIT imposes high loads, it increases the risk of overload-associated match performance decline and injury. This makes some coaches inclined to conduct HIIT in the weeks leading up to the season and during the season. Therefore, the challenge is how to optimize and dose HIIT during these phases, as they can be decisive. Studies have highlighted the utility of conducting periods of intensified training to overcome the risk of overload while at the same time enhancing performance. During intensified training periods of typically a few weeks, intensity is increased by enlarging the amount of HIIT, for example, aerobic high-intensity training or speed endurance training, while volume at low-to-moderate intensity is significantly reduced. The outcome depends on training composition and prescription-most notably, intensity and duration of bouts and recovery. When work intervals are prescribed for a few minutes at intensities > 90% heart rate max (i.e., aerobic high-intensity training), then beneficial adaptations pertaining to aerobic power and capacity are apparent. But when work intervals are conducted at much higher intensities, as all-out efforts or sprinting of typically 10- to 40-s duration with longer recovery periods (i.e., speed endurance training), beneficial adaptations pertaining to anaerobic energy systems, ion handling, and fatigue resilience are commonly observed. In this review, we discuss the utility of conducting intensified training periods to enhance performance in elite football players during the late preparation phase and competitive season.
Collapse
Affiliation(s)
- Morten Hostrup
- The August Krogh Section for Human Physiology, Department of Nutrition, Exercise and Sports, University of Copenhagen, August Krogh Building 2nd Floor, Universitetsparken 13, 2100, Copenhagen, Denmark.
| | - Jens Bangsbo
- The August Krogh Section for Human Physiology, Department of Nutrition, Exercise and Sports, University of Copenhagen, August Krogh Building 2nd Floor, Universitetsparken 13, 2100, Copenhagen, Denmark
| |
Collapse
|
19
|
Caldbeck P, Dos'Santos T. How do soccer players sprint from a tactical context? Observations of an English Premier League soccer team. J Sports Sci 2023; 40:2669-2680. [PMID: 36849467 DOI: 10.1080/02640414.2023.2183605] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Abstract
The aim of this study was to quantify and tactically contextualise (i.e., phase of play and tactical outcome [TO]) sprints (≥7.0 m/s) of an English Premier League (EPL) soccer team during match-play. Videos of 901 sprints (10 matches) were evaluated using the Football Sprint Tactical-Context Classification System. Sprints occurred within a variety of phases of play (attacking/defensive organisation and transitions) and TOs, both out- and in-possession, with position-specific differences. Most sprints were completed out-possession (58%), with "closing down" the most observed TO (28%). In-possession, "run the channel" (25%) was the most observed TO. Centre backs predominantly performed "ball down the side" sprints (31%), whereas central midfielders mostly performed "covering" sprints (31%). Central forwards and wide midfielders mostly performed "closing down" (23% and 21%) and "run the channel" (23% and 16%) sprints when out- and in-possession, respectively. Full backs most frequently performed "recovery" and "overlap" runs (14% each). This study provides insights into the specific physical-tactical characteristics of sprints performed from an EPL soccer team. This information can be used to assist in the development of position-specific physical preparation programmes, and more ecologically valid and contextualised gamespeed and agility sprint drill construction to better reflect the demands of soccer.
Collapse
Affiliation(s)
- Paul Caldbeck
- Sports Science Department, Sportlight Technology LTD, Oxford, UK
| | - Thomas Dos'Santos
- Department of Sport and Exercise Sciences, Musculoskeletal Science and Sports Medicine Research Centre, Manchester Metropolitan University, Manchester, UK.,Manchester Institute of Sport, Manchester Metropolitan University, Manchester, UK
| |
Collapse
|
20
|
Guthrie BM, King EL, Patwardhan S, Wei Q, Sikdar S, Chitnis PV, Jones MT. Relationships between surrogate measures of mechanical and psychophysiological load, patellar tendon adaptations, and neuromuscular performance in NCAA division I men's volleyball athletes. Front Sports Act Living 2023; 5:1065470. [PMID: 36909358 PMCID: PMC9992433 DOI: 10.3389/fspor.2023.1065470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 02/08/2023] [Indexed: 02/25/2023] Open
Abstract
Introduction Patellar tendon adaptations occur in response to mechanical load. Appropriate loading is necessary to elicit positive adaptations with increased risk of injury and decreased performance likely if loading exceeds the capacity of the tendon. The aim of the current study was to examine intra-individual associations between workloads and patellar tendon properties and neuromuscular performance in collegiate volleyball athletes. Methods National Collegiate Athletics Association Division I men's volleyball athletes (n = 16, age: 20.33 ± 1.15 years, height: 193.50 ± 6.50 cm, body mass: 84.32 ± 7.99 kg, bodyfat%: 13.18 ± 4.72%) competing across 9 weeks of in-season competition participated. Daily measurements of external workloads (i.e., jump count) and internal workloads [i.e., session rating of perceived exertion (sRPE)] were recorded. Weekly measurements included neuromuscular performance assessments (i.e., countermovement jump, drop jump), and ultrasound images of the patellar tendon to evaluate structural adaptations. Repeated measures correlations (r-rm) assessed intra-individual associations among performance and patellar tendon metrics. Results Workload measures exhibited significant negative small to moderate (r-rm =-0.26-0.31) associations with neuromuscular performance, negative (r-rm = -0.21-0.30), and positive (r-rm = 0.20-0.32) small to moderate associations with patellar tendon properties. Discussion Monitoring change in tendon composition and performance adaptations alongside workloads may inform evidence-based frameworks toward managing and reducing the risk of the development of patellar tendinopathy in collegiate men's volleyball athletes.
Collapse
Affiliation(s)
- Brian M Guthrie
- Patriot Performance Laboratory, Frank Pettrone Center for Sports Performance, George Mason University, Fairfax, VA, United States
| | - Erica L King
- Department of Bioengineering, George Mason University, Fairfax, VA, United States.,Center for Adaptive Systems of Brain-Body Interactions, George Mason University, Fairfax, VA, United States
| | - Shriniwas Patwardhan
- Department of Bioengineering, George Mason University, Fairfax, VA, United States.,Center for Adaptive Systems of Brain-Body Interactions, George Mason University, Fairfax, VA, United States
| | - Qi Wei
- Department of Bioengineering, George Mason University, Fairfax, VA, United States
| | - Siddhartha Sikdar
- Department of Bioengineering, George Mason University, Fairfax, VA, United States.,Center for Adaptive Systems of Brain-Body Interactions, George Mason University, Fairfax, VA, United States
| | - Parag V Chitnis
- Department of Bioengineering, George Mason University, Fairfax, VA, United States.,Center for Adaptive Systems of Brain-Body Interactions, George Mason University, Fairfax, VA, United States
| | - Margaret T Jones
- Patriot Performance Laboratory, Frank Pettrone Center for Sports Performance, George Mason University, Fairfax, VA, United States.,Sport, Recreation, and Tourism Management, George Mason University, Fairfax, VA, United States
| |
Collapse
|
21
|
Sonesson S, Dahlström Ö, Panagodage Perera NK, Hägglund M. Risk factors for injury and illness in youth floorball players - A prospective cohort study. Phys Ther Sport 2023; 59:92-102. [PMID: 36528005 DOI: 10.1016/j.ptsp.2022.11.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 11/28/2022] [Accepted: 11/29/2022] [Indexed: 12/11/2022]
Abstract
OBJECTIVES To investigate risk factors for injury and illness in female and male youth floorball players (12-17 years) during a 26-week floorball season. DESIGN Prospective cohort study. SETTING Recreational youth sport. PARTICIPANTS 471 players (142 females) 12-17 years. MAIN OUTCOME MEASURES Weekly survey including questions about stress, sleep quality, well-being, sport exposure and average weekly rating of perceived exertion (RPE). Acute:chronic workload ratio (ACWR) was calculated. The Oslo Sports Trauma Research Center questionnaire on health problems was used. Predictors of new injury and illness were examined using multi-level logistic regression models with weekly measures nested within individuals. RESULTS Higher stress, poorer sleep quality and well-being increased the odds of a new injury in the subsequent week by 8% (2.0-13.5%), 10% (4.2-15.9%) and 8% (2.4-13.5%) per 1 unit increase. Higher stress, and poorer well-being increased the odds of illness by 8% (2.6-12.6%), and 12% (7.2-16.6%). ACWR below 0.8 or above 1.3 increased the odds of illness by 34% (4.9-70.8%). CONCLUSIONS Perceived stress, well-being, and sleep quality were associated with injury and illness occurrence in the subsequent week. ACWR outside the range 0.8-1.3 was associated with illness the subsequent week. TRIAL REGISTRATION Clinical Trials registration NCT03309904.
Collapse
Affiliation(s)
- S Sonesson
- Unit of Physiotherapy, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden; Sport Without Injury ProgrammE (SWIPE), Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
| | - Ö Dahlström
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden; Athletics Research Center, Linköping University, Linköping, Sweden.
| | - N K Panagodage Perera
- Unit of Physiotherapy, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden; Sport Without Injury ProgrammE (SWIPE), Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden; Sport Medicine, The Australian Institute of Sport, Bruce, ACT, Australia.
| | - M Hägglund
- Unit of Physiotherapy, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden; Sport Without Injury ProgrammE (SWIPE), Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
| |
Collapse
|
22
|
Ginseng Pectin WGPA Alleviates Exercise-Induced Fatigue by Enhancing Gluconeogenesis. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2022; 2022:7973380. [PMID: 36569345 PMCID: PMC9788872 DOI: 10.1155/2022/7973380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 11/22/2022] [Accepted: 12/02/2022] [Indexed: 12/23/2022]
Abstract
With the development of medicine and sport science, growing attention has been paid to the recovery of exercise-induced fatigue. Ginseng pectin has been shown to be important for a variety of biological functions. Although many studies suggest that ginseng pectin plays an important role in the alleviation of exercise-induced fatigue, the underlying mechanism still remains unclear. In this study, C57BL/6J mice were subjected to a wheel apparatus for exhaustive exercise and fed with ginseng pectin WGPA (acidic fraction of water-soluble ginseng polysaccharides) afterwards. Subsequently, a series of physiological and biochemical indexes, such as blood lactic acid, blood glucose, muscle glycogen, insulin, and glucagon, is evaluated. Meanwhile, enzymatic activity and mRNA level of key enzymes involved in hepatic gluconeogenesis are analyzed. Our results demonstrate that the treatment of ginseng pectin WGPA can result in enhanced gluconeogenesis and decreased insulin and in turn facilitate the recovery of exercise-induced fatigue. In response to WGPA treatment, both phosphoenolpyruvate carboxykinase (PEPCK) and glucose 6 phosphatase (G6Pase) activity were upregulated, indicating that these two enzymes play a critical role in WGPA-induced upregulation in gluconeogenesis. Moreover, mRNA level of G6Pase, but not PEPCK, was increased upon WGPA treatment, suggesting that G6Pase expression is regulated by WGPA. Importantly, the presence of WGPA downregulated insulin both in vivo and in vitro, suggesting the upregulation in gluconeogenesis may be due to alterations in insulin. Together, we provide evidence that ginseng pectin WGPA is able to alleviate exercise-induced fatigue by reducing insulin and enhancing gluconeogenesis.
Collapse
|
23
|
Armitage M, McErlain-Naylor SA, Devereux G, Beato M, Buckthorpe M. On-field rehabilitation in football: Current knowledge, applications and future directions. Front Sports Act Living 2022; 4:970152. [PMID: 36544545 PMCID: PMC9760760 DOI: 10.3389/fspor.2022.970152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 10/24/2022] [Indexed: 12/12/2022] Open
Affiliation(s)
- Mark Armitage
- School of Health and Sports Sciences, University of Suffolk, Ipswich, United Kingdom,Performance Services Department, Norwich City Football Club, Norwich, United Kingdom,Faculty of Sport, Allied Health and Performance Science, St Mary's University Twickenham, London, United Kingdom,*Correspondence: Mark Armitage
| | - Stuart A. McErlain-Naylor
- School of Health and Sports Sciences, University of Suffolk, Ipswich, United Kingdom,School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, United Kingdom
| | - Gavin Devereux
- School of Health and Sports Sciences, University of Suffolk, Ipswich, United Kingdom
| | - Marco Beato
- School of Health and Sports Sciences, University of Suffolk, Ipswich, United Kingdom
| | - Matthew Buckthorpe
- Faculty of Sport, Allied Health and Performance Science, St Mary's University Twickenham, London, United Kingdom
| |
Collapse
|
24
|
Sniffen K, Noel-London K, Schaeffer M, Owoeye O. Is Cumulative Load Associated with Injuries in Youth Team Sport? A Systematic Review. SPORTS MEDICINE - OPEN 2022; 8:117. [PMID: 36114374 PMCID: PMC9481825 DOI: 10.1186/s40798-022-00516-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 09/03/2022] [Indexed: 11/10/2022]
Abstract
Abstract
Background
High cumulative external and internal load may predispose athletes to increased risk for injury across a variety of sports, competition levels, and age groups. However, evidence of an association between cumulative load and injury in youth sport remains inconclusive. The objective of this study was to determine the current evidence for cumulative load and injury risk relationships in youth team sport through a systematic review of the existing literature.
Methods
A systematic review of the literature was performed following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines. Literature searches were conducted in PubMed, Web of Science, SCOPUS, and CINAHL for relevant articles published between January 2010 and April 2021. The authors conducted independent review and quality assessment of the eligible studies. Eleven articles evaluating youth (less than 18 years old) team sport were included for qualitative synthesis.
Results
Fifty-nine percent (n = 39/66) of the relationships assessed revealed an association between cumulative load and injury across the team sports studied, including the presence of load–injury associations in 84% (n = 16/19) of assessments in youth soccer. Of those relationships where an association was present, 79% (n = 31/39) were positive associations between cumulative load and injury. Risk of bias assessment scores ranged from three to six out of seven possible (median = 5) for cohort studies and from four to seven out of 10 possible (median = 5.5) for cross-sectional studies.
Conclusions
There is some evidence for a positive association between load and injury in youth team sport. Youth soccer was the most studied team sport, and a substantial number of positive load–injury associations were reported. Current evidence lacks consistency in the measures and metrics used in defining load–injury relationships.
Trial Registration PRISMA ID - CRD42020203622.
Collapse
|
25
|
Ide BN, Silvatti AP, Marocolo M, Oranchuk DJ, Mota GR. The Misuse of “Workload” in Sports Science and Possible Solutions. Strength Cond J 2022. [DOI: 10.1519/ssc.0000000000000750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
|
26
|
Hintz C, Colón D, Honnette D, Denning N, Porras E, Willard J, Diamond A. Individualizing the Throwing Progression Following Injury in Baseball Pitchers: the Past, Present, and Future. Curr Rev Musculoskelet Med 2022; 15:561-569. [PMID: 36301515 PMCID: PMC9789277 DOI: 10.1007/s12178-022-09799-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/27/2022] [Indexed: 12/27/2022]
Abstract
PURPOSE OF REVIEW A critical component of any rehabilitation program following injury is a graduated exposure of pathologic or vulnerable tissue to sport-specific stressors. A foundational aspect in the return to sport process following an injury in baseball athletes is the development of an interval throwing program. A shift has occurred in recent years from generic programs to individualized progressions. The current review explores the evolution of interval throwing program construction and discusses the possibilities of the future with advancements in technology and understanding. RECENT FINDINGS Early interval throwing programs relied primarily on pre-determined throwing distance and volume to estimate total training load while following a fixed throwing schedule. Currently, clinicians have begun to utilize available technology in attempts to determine training prescription and obtain more accurate estimates of stresses placed upon the body. Thus, interval throwing programs have become more individualized and flexible to account for each athlete's individual differences and biological response to training. Future development may be able to predict specific internal response to stressors and proactively adjust training load to maximize positive adaptations while minimizing any maladaptive events. As with all concepts and principles within the realm of athlete rehabilitation, clinicians must continue to adapt how they conceptualize and develop individualized interval throwing programs for the overhead throwing athlete. We will continue to see a shift away from a responsive approach to a proactive one, where clinicians can utilize modern technologies to precisely prescribe a throwing dosage based upon expected tissue response within the athlete.
Collapse
Affiliation(s)
- Christian Hintz
- Minnesota Twins Baseball Club, One Twins Way, Minneapolis, MN, 55403, USA
| | - Dennis Colón
- Minnesota Twins Baseball Club, One Twins Way, Minneapolis, MN, 55403, USA
| | - Danielle Honnette
- Minnesota Twins Baseball Club, One Twins Way, Minneapolis, MN, 55403, USA
| | - Nathan Denning
- Minnesota Twins Baseball Club, One Twins Way, Minneapolis, MN, 55403, USA
| | - Edwin Porras
- Minnesota Twins Baseball Club, One Twins Way, Minneapolis, MN, 55403, USA
| | - Justin Willard
- Minnesota Twins Baseball Club, One Twins Way, Minneapolis, MN, 55403, USA
| | - Adam Diamond
- Minnesota Twins Baseball Club, One Twins Way, Minneapolis, MN, 55403, USA.
| |
Collapse
|
27
|
DeJong Lempke AF, Collins SE, Whitney KE, D'Hemecourt PA, Meehan WP. A Comparison of Factors Associated with Running-Related Injuries between Adult and Adolescent Runners. Int J Sports Phys Ther 2022; 17:1033-1042. [PMID: 36237652 PMCID: PMC9528711 DOI: 10.26603/001c.38045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 06/27/2022] [Indexed: 11/18/2022] Open
Abstract
Background There are multiple personal and environmental factors that influence the risk of developing running-related injuries (RRIs). However, it is unclear how these key clinical factors differ between adult and adolescent runners. Purpose The purpose of this study was to compare anthropometric, training, and self-reported outcomes among adult and adolescent runners with and without lower extremity musculoskeletal RRIs. Study Design Cross-sectional study. Methods Questionnaire responses and clinical assessment data were extracted from 38 adult runners (F: 25, M: 13; median age: 23 [range 18-36]) and 91 adolescent runners (F: 56, M: 35; median age: 15 [range 14-16]) who underwent a physical injury prevention evaluation at a hospital-affiliated sports injury prevention center between 2013 and 2021. Participants were sub-grouped into those with (adults: 25; adolescents: 38) and those without (adults: 13; adolescents: 53) a history of self-reported RRIs based on questionnaire responses. Multivariate analyses of covariance (MANCOVA) covarying for gender were conducted to compare outcomes across groups. Results Adult runners had lower Functional Movement Screen™ (FMS™) scores (mean differences [MD]: -1.4, p=0.01), were more likely to report intentional weight-loss to improve athletic performance (% difference: 33.0%; p:<.001), and more frequently included resistance training into their training routines (% difference: 21.0%, p=0.01) compared to adolescents. Those with a history of RRIs were more likely to report intentional weight-loss compared to uninjured runners (% difference: 21.3; p=0.02) and had shorter single leg bridge durations than those without RRIs (RRI: 57.9±30, uninjured: 72.0±44, p=0.01). Conclusion The findings indicate that addressing aspects of biomechanics identified by the FMS™ and behaviors of weight loss as an effort to improve performance may represent targets for the prevention of RRIs for adult and adolescent runners, given the association with history of RRIs. Level of Evidence 3.
Collapse
Affiliation(s)
- Alexandra F DeJong Lempke
- School of Kinesiology, University of Michigan; Micheli Center for Sports Injury Prevention; Division of Sports Medicine, Department of Orthopedics, Boston Children's Hospital
| | - Sara E Collins
- Micheli Center for Sports Injury Prevention; Division of Sports Medicine, Department of Orthopedics, Boston Children's Hospital
| | - Kristin E Whitney
- Division of Sports Medicine, Department of Orthopedics, Boston Children's Hospital; Harvard Medical School
| | - Pierre A D'Hemecourt
- Division of Sports Medicine, Department of Orthopedics, Boston Children's Hospital; Harvard Medical School
| | - William P Meehan
- Division of Sports Medicine, Department of Orthopedics, Boston Children's Hospital; Harvard Medical School
| |
Collapse
|
28
|
Dos'Santos T, Cowling I, Challoner M, Barry T, Caldbeck P. What are the significant turning demands of match play of an English Premier League soccer team? J Sports Sci 2022; 40:1750-1759. [PMID: 35943194 DOI: 10.1080/02640414.2022.2109355] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
Abstract
This study aimed to compare the significant turning demands of English Premier League soccer match play relative to playing position using LiDAR technology. Turning data were collected from an English Premier League soccer team (2020-2021 season; 18 fixtures) using a Sportlight® LiDAR tracking system. Turns were tracked during match play, sub-categorised by entry speed (<3.0, 3.0-5.5, 5.5-7.0 and >7.0 m/s) and turning angle (Low: 20-59°; Medium: 60-119°; High: 120-180°). Turning metric frequencies were compared between playing positions (centre backs, full-backs, central midfielders, wide midfielders, and central forwards). On average, per match, central midfielders performed more total turns (~38 vs ~18-27), turns with entry speeds <3.0 (~15 vs ~7-10) and 3.0-5.5 m/s (~21 vs ~8-15) and low (~4 vs ~1-2), medium (~10 vs ~3-6) and high angled turns (~24 vs ~12-18) compared to all other playing positions (p ≤ 0.001, d = 0.96-2.74). Approximately, 90% of turns during matches were performed with entry speeds <5.5 m/s and ~63-70% were high angled turns. This study provides unique insights into the turning demands of English Premier League soccer matches , which can be used to inform position-specific physical preparation strategies, turning testing battery selection, agility drill construction, and rehabilitation and return to play standards.
Collapse
Affiliation(s)
- Thomas Dos'Santos
- Department of Sport and Exercise Sciences, Musculoskeletal Science and Sports Medicine Research Centre, Manchester Metropolitan University, Manchester, UK.,Manchester Institute of Sport, Manchester Metropolitan University, Manchester, UK
| | - Ian Cowling
- Sports Science Department, Sportlight Technology LTD, Oxford, UK
| | - Matthew Challoner
- Institute of Coaching and Performance, School of Sport and Health Sciences, University of Central Lancashire, Preston, UK
| | - Timothy Barry
- Lancaster Medical School, Faculty of Health and Medicine, Lancaster University, Lancaster, UK
| | - Paul Caldbeck
- Sports Science Department, Sportlight Technology LTD, Oxford, UK
| |
Collapse
|
29
|
Matabuena M, Karas M, Riazati S, Caplan N, Hayes PR. Estimating Knee Movement Patterns of Recreational Runners Across Training Sessions Using Multilevel Functional Regression Models. AM STAT 2022. [DOI: 10.1080/00031305.2022.2105950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Affiliation(s)
- Marcos Matabuena
- Centro Singular de Investigación en Tecnologías Intelixentes, Universidad de Santiago de Compostela, Santiago de Compostela, Spain
| | - Marta Karas
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Sherveen Riazati
- Department of Kinesiology, San José State University, CA
- Department of Sport Exercise and Rehabilitation, Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, UK
| | - Nick Caplan
- Department of Sport Exercise and Rehabilitation, Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, UK
| | - Philip R. Hayes
- Department of Sport Exercise and Rehabilitation, Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, UK
| |
Collapse
|
30
|
Bache-Mathiesen LK, Andersen TE, Dalen-Lorentsen T, Clarsen B, Fagerland MW. Assessing the cumulative effect of long-term training load on the risk of injury in team sports. BMJ Open Sport Exerc Med 2022; 8:e001342. [PMID: 35722043 PMCID: PMC9152939 DOI: 10.1136/bmjsem-2022-001342] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/16/2022] [Indexed: 11/30/2022] Open
Abstract
Objectives Determine how to assess the cumulative effect of training load on the risk of injury or health problems in team sports. Methods First, we performed a simulation based on a Norwegian Premier League male football dataset (n players=36). Training load was sampled from daily session rating of perceived exertion (sRPE). Different scenarios of the effect of sRPE on injury risk and the effect of relative sRPE on injury risk were simulated. These scenarios assumed that the probability of injury was the result of training load exposures over the previous 4 weeks. We compared seven different methods of modelling training load in their ability to model the simulated relationship. We then used the most accurate method, the distributed lag non-linear model (DLNM), to analyse data from Norwegian youth elite handball players (no. of players=205, no. of health problems=471) to illustrate how assessing the cumulative effect of training load can be done in practice. Results DLNM was the only method that accurately modelled the simulated relationships between training load and injury risk. In the handball example, DLNM could show the cumulative effect of training load and how much training load affected health problem risk depending on the distance in time since the training load exposure. Conclusion DLNM can be used to assess the cumulative effect of training load on injury risk.
Collapse
Affiliation(s)
| | - Thor Einar Andersen
- Department of Sports Medicine, Oslo Sports Trauma Research Centre, Norwegian School of Sports Sciences, Oslo, Norway
| | - Torstein Dalen-Lorentsen
- Department of Sports Medicine, Oslo Sports Trauma Research Centre, Norwegian School of Sports Sciences, Oslo, Norway.,Department of Smart Sensors and Microsystems, SINTEF Digital, Oslo, Norway
| | - Benjamin Clarsen
- Department of Sports Medicine, Oslo Sports Trauma Research Centre, Norwegian School of Sports Sciences, Oslo, Norway.,Centre for Disease Burden, Norwegian Institute of Public Health, Bergen, Norway
| | - Morten Wang Fagerland
- Department of Sports Medicine, Oslo Sports Trauma Research Centre, Norwegian School of Sports Sciences, Oslo, Norway.,Research Support Services, Oslo Centre for Biostatistics and Epidemiology, Oslo University Hospital, Oslo, Norway
| |
Collapse
|
31
|
Majumdar A, Bakirov R, Hodges D, Scott S, Rees T. Machine Learning for Understanding and Predicting Injuries in Football. SPORTS MEDICINE - OPEN 2022; 8:73. [PMID: 35670925 PMCID: PMC9174408 DOI: 10.1186/s40798-022-00465-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 05/14/2022] [Indexed: 11/25/2022]
Abstract
Attempts to better understand the relationship between training and competition load and injury in football are essential for helping to understand adaptation to training programmes, assessing fatigue and recovery, and minimising the risk of injury and illness. To this end, technological advancements have enabled the collection of multiple points of data for use in analysis and injury prediction. The full breadth of available data has, however, only recently begun to be explored using suitable statistical methods. Advances in automatic and interactive data analysis with the help of machine learning are now being used to better establish the intricacies of the player load and injury relationship. In this article, we examine this recent research, describing the analyses and algorithms used, reporting the key findings, and comparing model fit. To date, the vast array of variables used in analysis as proxy indicators of player load, alongside differences in approach to key aspects of data treatment—such as response to data imbalance, model fitting, and a lack of multi-season data—limit a systematic evaluation of findings and the drawing of a unified conclusion. If, however, the limitations of current studies can be addressed, machine learning has much to offer the field and could in future provide solutions to the training load and injury paradox through enhanced and systematic analysis of athlete data.
Collapse
Affiliation(s)
- Aritra Majumdar
- Department of Rehabilitation and Sport Science, Faculty of Health and Social Sciences, Bournemouth University, Dorset House, Talbot Campus, Fern Barrow, Poole, BH12 5BB, UK.
| | - Rashid Bakirov
- Department of Computing and Informatics, Faculty of Science and Technology, Bournemouth University, Dorset House, Talbot Campus, Fern Barrow, Poole, BH12 5BB, UK
| | - Dan Hodges
- AFC Bournemouth, Vitality Stadium, Dean Court, King's Park, Bournemouth, BH7 7AF, UK.,Newcastle United Football Club, St. James' Park, Strawberry Place, Newcastle upon Tyne, NE1 4ST, UK
| | - Suzanne Scott
- AFC Bournemouth, Vitality Stadium, Dean Court, King's Park, Bournemouth, BH7 7AF, UK
| | - Tim Rees
- Department of Rehabilitation and Sport Science, Faculty of Health and Social Sciences, Bournemouth University, Dorset House, Talbot Campus, Fern Barrow, Poole, BH12 5BB, UK
| |
Collapse
|
32
|
Lathlean TJ, Newstead SV, Gastin PB. Elite Junior Australian Football Players With Impaired Wellness Are at Increased Injury Risk at High Loads. Sports Health 2022; 15:218-226. [PMID: 35524427 PMCID: PMC9951000 DOI: 10.1177/19417381221087245] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Elite junior Australian football players experience high training loads across levels of competition and training. This, in conjunction with impaired wellness, can predispose athletes to injury. HYPOTHESIS Elite junior Australian football players exposed to high loads with poor wellness are more likely to be at risk of injury than those with improved wellness. STUDY DESIGN Longitudinal prospective cohort study. LEVEL OF EVIDENCE Level 3. METHODS Data were collected and analyzed from 280 players across the 2014 season. Internal load was measured via session rating of perceived exertion. Player wellness was reported according to ratings of sleep quality, fatigue, soreness, stress, and mood. Week- and month-based training load measures were calculated, representing a combination of absolute and relative load variables. Principal component analysis factor loadings, based on 17 load and wellness variables, were used to calculate summed variable covariates. Injury was defined as "any injury leading to a missed training session or competitive match." Associations between covariates and injury risk (yes/no) were determined via logistic generalized estimating equations. RESULTS A significant interaction term between load and wellness on injury was found [odds ratio (OR) 0.76; 95% CI 0.62-0.92; P < 0.01), indicating that wellness acts as a "dimmer switch" of load on injury. Further, there was evidence of moderated mediation (OR 0.71; 95% CI 0.57-0.87; P < 0.01). When wellness was low, injury risk started to increase substantially at a 1-week load of 3250 au. CONCLUSIONS Subjective measures of training load are associated with injury risk through a nonlinear relationship. This relationship is further influenced by player wellness, which can amplify the risk of injury. There is evidence that higher stress is linked with injury and that soreness and sleep mediate any stress-injury relationship. CLINICAL RELEVANCE Coaching efforts to manage training load and player adaptive responses, including wellness, may reduce the risk of injury, with stress, soreness, and sleep particularly relevant at this level.
Collapse
Affiliation(s)
- Timothy J.H. Lathlean
- Adelaide Medical School, Faculty of
Health and Medical Sciences, The University of Adelaide, Adelaide, Australia,Monash University Accident Research
Centre (MUARC), Monash University, Clayton, Australia,Exercise and Sports Science, School of
Science and Technology, University of New England, Armidale, New South Wales,
Australia,Timothy J H Lathlean, PhD,
ESSAM AES AEP, Adelaide Medical School, Faculty of Health and Medical Sciences,
The University of Adelaide, Lyell McEwin Hospital, 5112, Australia (
) (Twitter: @TimLathlean)
| | - Stuart V. Newstead
- Monash University Accident Research
Centre (MUARC), Monash University, Clayton, Australia
| | - Paul B. Gastin
- La Trobe Sport and Exercise Medicine
Research Centre, School of Allied Health, Human Services and Sport, La Trobe
University, Melbourne, Victoria, Australia
| |
Collapse
|
33
|
Preatoni E, Bergamini E, Fantozzi S, Giraud LI, Orejel Bustos AS, Vannozzi G, Camomilla V. The Use of Wearable Sensors for Preventing, Assessing, and Informing Recovery from Sport-Related Musculoskeletal Injuries: A Systematic Scoping Review. SENSORS (BASEL, SWITZERLAND) 2022; 22:3225. [PMID: 35590914 PMCID: PMC9105988 DOI: 10.3390/s22093225] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 04/13/2022] [Accepted: 04/18/2022] [Indexed: 02/06/2023]
Abstract
Wearable technologies are often indicated as tools that can enable the in-field collection of quantitative biomechanical data, unobtrusively, for extended periods of time, and with few spatial limitations. Despite many claims about their potential for impact in the area of injury prevention and management, there seems to be little attention to grounding this potential in biomechanical research linking quantities from wearables to musculoskeletal injuries, and to assessing the readiness of these biomechanical approaches for being implemented in real practice. We performed a systematic scoping review to characterise and critically analyse the state of the art of research using wearable technologies to study musculoskeletal injuries in sport from a biomechanical perspective. A total of 4952 articles were retrieved from the Web of Science, Scopus, and PubMed databases; 165 were included. Multiple study features-such as research design, scope, experimental settings, and applied context-were summarised and assessed. We also proposed an injury-research readiness classification tool to gauge the maturity of biomechanical approaches using wearables. Five main conclusions emerged from this review, which we used as a springboard to propose guidelines and good practices for future research and dissemination in the field.
Collapse
Affiliation(s)
- Ezio Preatoni
- Department for Health, University of Bath, Bath BA2 7AY, UK; (E.P.); (L.I.G.)
- Centre for Health and Injury and Illness Prevention in Sport, University of Bath, Bath BA2 7AY, UK
| | - Elena Bergamini
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, Piazza L. de Bosis 6, 00135 Rome, Italy; (E.B.); (A.S.O.B.); (V.C.)
- Interuniversity Centre of Bioengineering of the Human Neuromusculoskeletal System (BOHNES), University of Rome “Foro Italico”, Piazza L. de Bosis 6, 00135 Rome, Italy
| | - Silvia Fantozzi
- Department of Electrical, Electronic, and Information Engineering “Guglielmo Marconi”, University of Bologna, Viale Risorgimento 2, 40136 Bologna, Italy;
- Health Sciences and Technologies—Interdepartmental Centre for Industrial Research, University of Bologna, Viale Risorgimento 2, 40136 Bologna, Italy
| | - Lucie I. Giraud
- Department for Health, University of Bath, Bath BA2 7AY, UK; (E.P.); (L.I.G.)
| | - Amaranta S. Orejel Bustos
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, Piazza L. de Bosis 6, 00135 Rome, Italy; (E.B.); (A.S.O.B.); (V.C.)
- Interuniversity Centre of Bioengineering of the Human Neuromusculoskeletal System (BOHNES), University of Rome “Foro Italico”, Piazza L. de Bosis 6, 00135 Rome, Italy
| | - Giuseppe Vannozzi
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, Piazza L. de Bosis 6, 00135 Rome, Italy; (E.B.); (A.S.O.B.); (V.C.)
- Interuniversity Centre of Bioengineering of the Human Neuromusculoskeletal System (BOHNES), University of Rome “Foro Italico”, Piazza L. de Bosis 6, 00135 Rome, Italy
| | - Valentina Camomilla
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, Piazza L. de Bosis 6, 00135 Rome, Italy; (E.B.); (A.S.O.B.); (V.C.)
- Interuniversity Centre of Bioengineering of the Human Neuromusculoskeletal System (BOHNES), University of Rome “Foro Italico”, Piazza L. de Bosis 6, 00135 Rome, Italy
| |
Collapse
|
34
|
Kelly S, Pollock N, Polglass G, Clarsen B. Injury and Illness in Elite Athletics: A Prospective Cohort Study Over Three Seasons. Int J Sports Phys Ther 2022; 17:420-433. [PMID: 35391874 PMCID: PMC8975568 DOI: 10.26603/001c.32589] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 12/01/2021] [Indexed: 11/18/2022] Open
Abstract
Background Athletics (also known as track and field) is one of the most popular sports in the world and is the centrepiece of the Summer Olympic Games. Participation in athletics training and competition involves a risk of illness and injury. Purpose To describe injury and illness in British Olympic track and field athletes over three full training and competition seasons. Study Design Descriptive Epidemiology Study. Methods A total of 111 athletes on the British national program were followed prospectively for three consecutive seasons between 2015-2018. Team medical personnel recorded all injuries and illnesses during this time, following current consensus-based methods. All data pertaining to these records were reviewed and analyzed for sports injury and illness epidemiological descriptive statistics. Results The average age of the athletes was 24 years for both males and females (24 years, +/- 4). Total exposure for the three seasons was 79 205 athlete days (217 athlete years). Overuse injuries (56.4%) were more frequent than acute injuries (43.6%). The thigh was the most common injury location (0.6 per athlete year), followed by the lower leg (0.4 per athlete year) and foot (0.3 per athlete year). Muscle and tendon were the most commonly injured tissues, while strains and tears were the most common pathology type. Hamstring muscle strain was the most common diagnosis causing time loss, followed by Achilles tendinopathy and soleus muscle strain. Respiratory illness was the most common illness type (0.3 per athlete year). Conclusion Hamstring strains, Achilles tendinopathy, and soleus strains are the most common injuries in athletics and have highest burden. Respiratory illness is the most common illness and has the highest burden. Knowledge of this injury and illness profile within athletics could be utilised for the development of targeted prevention measures within the sport at the elite level. Level of Evidence 3.
Collapse
Affiliation(s)
- Shane Kelly
- Ballet Healthcare, The Royal Ballet, London, UK
| | - Noel Pollock
- British Athletics, National Performance Institute, Loughborough, UK; Institute of Sport Exercise and Health, London, UK
| | - George Polglass
- British Athletics, National Performance Institute, Loughborough, UK
| | - Ben Clarsen
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sports Sciences, Oslo, Norway; Centre for Disease Burden, Norwegian Institute of Public Health, Bergen, Norway
| |
Collapse
|
35
|
Wang C, Stokes T, Vargas JT, Steele R, Wedderkopp N, Shrier I. Predicting Injury Risk Over Changes in Physical Activity in Children Using the Acute:Chronic Workload Ratio. Am J Epidemiol 2022; 191:665-673. [PMID: 34849538 DOI: 10.1093/aje/kwab280] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 11/15/2021] [Accepted: 11/22/2021] [Indexed: 11/13/2022] Open
Abstract
Limited research exists on the relationship between changes in physical activity levels and injury in children. In this study, we investigated the prognostic relationship between changes in activity, measured by the acute:chronic workload ratio (ACWR), and injury in children. We used data from the Childhood Health, Activity, and Motor Performance School Study Denmark (2008-2014), a prospective cohort study of 1,660 children aged 6-17 years. We modeled the relationship between the uncoupled 5-week ACWR and injury, defined as patient-reported musculoskeletal pain, using generalized additive mixed models. These methods accounted for repeated measures, and they improved model fit and precision compared with previous studies that used logistic models. The prognostic model predicted an injury risk of approximately 3% between decreases in activity level of up to 60% and increases of up to 30%. Predicted risk was lower when activity decreased by more than 60% (minimum of 0.5% with no recreational activity). Predicted risk was higher when activity increased by more than 30% (4.5% with a 3-fold increase in activity). Girls were at significantly higher risk of injury than boys. We observed similar patterns but lower absolute risks when we restricted the outcome to clinician-diagnosed injury. Predicted increases in injury risk with increasing activity were much lower than those of previous studies carried out in adults.
Collapse
|
36
|
Dos'Santos T, McBurnie A, Thomas C, Jones PA, Harper D. Attacking Agility Actions: Match Play Contextual Applications With Coaching and Technique Guidelines. Strength Cond J 2022. [DOI: 10.1519/ssc.0000000000000697] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
37
|
Nordstrøm A, Bahr R, Clarsen B, Talsnes O. Association Between Preseason Fitness Level and Risk of Injury or Illness in Male Elite Ice Hockey Players: A Prospective Cohort Study. Orthop J Sports Med 2022; 10:23259671221076849. [PMID: 35224120 PMCID: PMC8873563 DOI: 10.1177/23259671221076849] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 11/12/2021] [Indexed: 12/03/2022] Open
Abstract
Background: Little is known about the association between physical fitness and the risk of injury or illness in ice hockey. The least-fit players may be more prone to injury and illness. Purpose: To examine the association between preseason fitness level and injury or illness risk among elite ice hockey players during the regular season. Study Design: Cohort study; Level of evidence, 2. Methods: A total of 133 male ice hockey players in the GET League (the premier professional league in Norway) completed 8 different exercises (40-m sprint, countermovement jump, 3000-m run, squat, bench press, chin-ups, brutal bench, and box jump) at the annual 1-day preseason testing combine. During the 2017-2018 competitive season, the players reported all health problems (acute injuries, overuse injuries, and illnesses) weekly (31 weeks) using the Oslo Sports Trauma Research Center Questionnaire on Health Problems. Results: Overall, the players reported 191 acute injuries, 82 overuse injuries, and 132 illnesses. The least-fit tercile of players did not report more health problems (mean, 3.0; 95% CI, 2.2-3.8) compared with the most-fit (mean, 3.4; 95% CI, 2.6-4.2) or the medium-fit (mean, 2.7; 95% CI, 1.9-3.5) players. The most-fit players reported more substantial health problems (mean, 2.0; 95% CI, 1.6-2.5) compared with the medium-fit (mean, 1.3; 95% CI, 0.8 -1.8) and least-fit (mean, 1.8; 95% CI, 1.3-2.3) (P = .02) players. There was no association between low physical fitness and number of health problems when comparing the least-fit tercile of the players with the rest of the cohort (P > .05); however, there was an association between low physical fitness and greater severity of all health problems when comparing the least-fit tercile of players to the rest of the cohort after adjusting for time on ice per game, playing position, and age (P = .02). Conclusion: Low physical fitness was not associated with increased rate of injury or illness but was associated with greater severity of all health problems after adjusting for time on ice per game, playing position, and age.
Collapse
Affiliation(s)
- Anine Nordstrøm
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sports Sciences, Oslo, Norway
- Sykehuset Innlandet HF, Innlandet Hospital Trust, Elverum, Norway
| | - Roald Bahr
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sports Sciences, Oslo, Norway
| | - Ben Clarsen
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sports Sciences, Oslo, Norway
- Center for Disease Burden Norwegian Institute of Public Health, Bergen, Norway
| | - Ove Talsnes
- Sykehuset Innlandet HF, Innlandet Hospital Trust, Elverum, Norway
- University of Oslo, Oslo University Hospital, Oslo, Norway
| |
Collapse
|
38
|
Rossi A, Pappalardo L, Cintia P. A Narrative Review for a Machine Learning Application in Sports: An Example Based on Injury Forecasting in Soccer. Sports (Basel) 2021; 10:sports10010005. [PMID: 35050970 PMCID: PMC8822889 DOI: 10.3390/sports10010005] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 12/09/2021] [Accepted: 12/22/2021] [Indexed: 11/28/2022] Open
Abstract
In the last decade, the number of studies about machine learning algorithms applied to sports, e.g., injury forecasting and athlete performance prediction, have rapidly increased. Due to the number of works and experiments already present in the state-of-the-art regarding machine-learning techniques in sport science, the aim of this narrative review is to provide a guideline describing a correct approach for training, validating, and testing machine learning models to predict events in sports science. The main contribution of this narrative review is to highlight any possible strengths and limitations during all the stages of model development, i.e., training, validation, testing, and interpretation, in order to limit possible errors that could induce misleading results. In particular, this paper shows an example about injury forecaster that provides a description of all the features that could be used to predict injuries, all the possible pre-processing approaches for time series analysis, how to correctly split the dataset to train and test the predictive models, and the importance to explain the decision-making approach of the white and black box models.
Collapse
Affiliation(s)
- Alessio Rossi
- Department of Computer Science, University of Pisa, 56127 Pisa, Italy;
- Correspondence:
| | - Luca Pappalardo
- Institute of Information Science and Technologies, National Research Council, 56124 Pisa, Italy;
| | - Paolo Cintia
- Department of Computer Science, University of Pisa, 56127 Pisa, Italy;
| |
Collapse
|
39
|
Rubio VJ, Olmedilla A. Gamifying App-Based Low-Intensity Psychological Interventions to Prevent Sports Injuries in Young Athletes: A Review and Some Guidelines. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182412997. [PMID: 34948607 PMCID: PMC8702088 DOI: 10.3390/ijerph182412997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 11/29/2021] [Accepted: 12/04/2021] [Indexed: 11/30/2022]
Abstract
Sports injuries have become a real health concern. Particularly noticeable is the increasing number of severe sports injuries among young people. Sports injury (SI) is a multifactorial event where many internal and external, proximal and remote factors play a role in a recursive way, including physical and psychological variables. Accordingly, many voices expressing the need of tackling that and several prevention programs have arisen. Nevertheless, different barriers and limitations prevent a wide extension of well-controlled programs, closely monitored by highly specialized professionals in ordinary sports grass-root organizations. These have helped flourishing different low intensity (LI)-interventions and e-Health apps focusing on both physical warmup, training and fitness, and mental skills aimed at reducing athlete’s vulnerability to SIs. This kind of intervention usually uses self-administered techniques and/or non-specialized staff that can effectively monitoring the program. In fact, LI-interventions have shown to be effective coping with different health and psychological issues. However, these interventions face an important challenge: the lack of engagement people usually show. The current paper proposes how gamification can contribute to the engagement to such interventions. Based on the mechanics–dynamics–aesthetics framework to analyze game design, the paper suggests a set of guidelines app- and web-LI interventions aimed at preventing SIs should include to foster motivation and reduce attrition.
Collapse
Affiliation(s)
- Víctor J. Rubio
- Department of Biological and Health Psychology, Universidad Autonoma Madrid, 28049 Madrid, Spain;
| | - Aurelio Olmedilla
- Department of Personality, Assessment and Psychological Treatments, University of Murcia, 30100 Murcia, Spain
- Correspondence:
| |
Collapse
|
40
|
Ojeda-Aravena A, Herrera-Valenzuela T, Valdés-Badilla P, Cancino-López J, Zapata-Bastias J, García-García JM. Inter-Individual Variability of a High-Intensity Interval Training With Specific Techniques vs. Repeated Sprints Program in Sport-Related Fitness of Taekwondo Athletes. Front Physiol 2021; 12:766153. [PMID: 34867471 PMCID: PMC8637814 DOI: 10.3389/fphys.2021.766153] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2021] [Accepted: 10/05/2021] [Indexed: 12/17/2022] Open
Abstract
This study investigated the effect of 4 weeks of high-intensity interval training (HIIT) with specific techniques (TS-G) vs. repeated sprints (RS-G) and analyzed the inter-individual variability [classified into responders (Rs) and non-responders (NRs)] on sport-related fitness in taekwondo (TKD) athletes. Athletes of both genders (n = 12) were randomly assigned into TS-G and RS-G groups. Both groups trained 3 days/week for 4 weeks [two blocks of three rounds of 2 min of activity (4-s of all-out efforts with 28-s dynamical pauses) with 1 min of recovery in between and 5 min between blocks] during their regular training. The related sport fitness assessments included squat jump (SJ), countermovement jump (CMJ), multiple frequency speed of kick test (FSKTMULT), specifically total kicks and Kick Decrement Index (KDI), and 20-m shuttle run (20MSR). Relevant results indicate a significant effect of the time factor in both groups for SJ performance and a significant decrease for KDI in RS-G. In addition, an improvement in performance according to the effect size analysis in the TS-G in total kicks, KDI, and 20MSR. Complementarily, a higher proportion of athlete Rs was reported in TS-G vs. RS-G for SJ (50% vs. 30.3%, respectively), CMJ, and total kicks (16.6% vs. 0%). In conclusion, the addition to the regular training of a HIIT with specific-techniques and repeated-sprints associated with intervals and similar structure of the combat during 4 weeks of training can improve the concentric characteristics of lower limb performance, although they were not the sufficient stimuli in the other components of TKD-related fitness.
Collapse
Affiliation(s)
- Alex Ojeda-Aravena
- Departamento de Ciencias de la Actividad Física, Universidad de Los Lagos, Puerto Montt, Chile.,Facultad de Ciencias del Deporte, Universidad de Castilla-La Mancha, Toledo, Spain
| | - Tomás Herrera-Valenzuela
- Escuela de Ciencias del Deporte y la Actividad Física, Facultad de Salud, Universidad Santo Tomás (UST), Santiago, Chile.,Escuela de Ciencias de la Actividad Física, el Deporte y la Salud, Universidad de Santiago de Chile (USACH), Santiago, Chile
| | - Pablo Valdés-Badilla
- Departamento de Ciencias de la Actividad Física, Facultad de Ciencias de la Educación, Universidad Católica del Maule, Talca, Chile.,Carrera de Entrenador Deportivo, Escuela de Educación, Universidad Viña del Mar, Viña del Mar, Chile
| | - Jorge Cancino-López
- Exercise Science Laboratory, School of Kinesiology, Faculty of Medicine, Universidad Finis Terrae, Santiago, Chile
| | - José Zapata-Bastias
- Carrera de Entrenador Deportivo, Escuela de Educación, Universidad Viña del Mar, Viña del Mar, Chile
| | | |
Collapse
|
41
|
Shaw JW, Mattiussi AM, Brown DD, Williams S, Kelly S, Springham M, Pedlar CR, Tallent J. Dance Exposure, Individual Characteristics, and Injury Risk over Five Seasons in a Professional Ballet Company. Med Sci Sports Exerc 2021; 53:2290-2297. [PMID: 34115730 DOI: 10.1249/mss.0000000000002725] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE This study aimed to describe the relationships between dance exposure, dancer characteristics, and injury risk across five seasons in a professional ballet company. METHODS Dance exposure time and clinician-reported time-loss and medical attention injury data were prospectively collected from 118 professional dancers of The Royal Ballet between 2015/2016 and 2019/2020. Cox proportional hazards and shared frailty models were fitted to overuse and traumatic injuries; individualized robust Z-scores for 7- and 28-d accumulated exposure, and week-to-week change in exposure, age, sex, company rank, and injury history were included as time-varying covariates. RESULTS Across 381,710 h of exposure, 1332 medical attention and 427 time-loss injuries were observed. Positive relationships were observed between week-to-week change in exposure and overuse time-loss (+1 Z-score hazard ratio (HR), 1.27; 95% confidence interval (CI), 1.06-1.53) and medical attention injury risk (+1 Z-score HR, 1.17; 95% CI, 1.06-1.28). A negative relationship was observed between 7-d accumulated exposure and overuse medical attention injury risk (+1 Z-score HR, 0.74; 95% CI, 0.66-0.84). Overuse time-loss injury risk was greater in soloists compared with the corps de ballet (HR, 1.47; 95% CI, 1.01-2.15) and in dancers with a higher previous injury rate (+1 injury per 1000 h HR, 1.06; 95% CI, 1.02-1.10). Only age was associated with traumatic time-loss (+1-yr HR, 1.05; 95% CI, 1.01-1.09) or medical attention injury risk (+1-yr HR, 1.04; 95% CI, 1.01-1.07). CONCLUSIONS Professional ballet companies should implement training principles such as periodization and progression, particularly in the case of senior-ranking dancers, older dancers, and dancers with high rates of previous injury. These findings provide a basis for future prospective investigations into specific causal injury pathways.
Collapse
Affiliation(s)
| | | | - Derrick D Brown
- Institute of Sport Science, Dance Science, University of Bern, Bern, SWITZERLAND
| | - Sean Williams
- Department for Health, University of Bath, Bath, UNITED KINGDOM
| | - Shane Kelly
- Ballet Healthcare, The Royal Ballet, Royal Opera House, London, UNITED KINGDOM
| | | | | | - Jamie Tallent
- Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, UNITED KINGDOM
| |
Collapse
|
42
|
Jeffries AC, Marcora SM, Coutts AJ, Wallace L, McCall A, Impellizzeri FM. Development of a Revised Conceptual Framework of Physical Training for Use in Research and Practice. Sports Med 2021; 52:709-724. [PMID: 34519982 DOI: 10.1007/s40279-021-01551-5] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/25/2021] [Indexed: 01/26/2023]
Abstract
A conceptual framework has a central role in the scientific process. Its purpose is to synthesize evidence, assist in understanding phenomena, inform future research and act as a reference operational guide in practical settings. We propose an updated conceptual framework intended to facilitate the validation and interpretation of physical training measures. This revised conceptual framework was constructed through a process of qualitative analysis involving a synthesis of the literature, analysis and integration with existing frameworks (Banister and PerPot models). We identified, expanded, and integrated four constructs that are important in the conceptualization of the process and outcomes of physical training. These are: (1) formal introduction of a new measurable component 'training effects', a higher-order construct resulting from the combined effect of four possible responses (acute and chronic, positive and negative); (2) explanation, clarification and examples of training effect measures such as performance, physiological, subjective and other measures (cognitive, biomechanical, etc.); (3) integration of the sport performance outcome continuum (from performance improvements to overtraining); (4) extension and definition of the network of linkages (uni and bidirectional) between individual and contextual factors and other constructs. Additionally, we provided constitutive and operational definitions, and examples of theoretical and practical applications of the framework. These include validation and conceptualization of constructs (e.g., performance readiness), and understanding of higher-order constructs, such as training tolerance, when monitoring training to adapt it to individual responses and effects. This proposed conceptual framework provides an overarching model that may help understand and guide the development, validation, implementation and interpretation of measures used for athlete monitoring.
Collapse
Affiliation(s)
- Annie C Jeffries
- Faculty of Health, Human Performance Research Centre, University of Technology Sydney, Sydney, NSW, Australia.
| | - Samuele M Marcora
- Endurance Research Group, School of Sport and Exercise Sciences, University of Kent, Canterbury, UK.,Department of Biomedical and Neuromotor Sciences (DIBINEM), University of Bologna, Bologna, Italy
| | - Aaron J Coutts
- Faculty of Health, Human Performance Research Centre, University of Technology Sydney, Sydney, NSW, Australia
| | - Lee Wallace
- Faculty of Health, Human Performance Research Centre, University of Technology Sydney, Sydney, NSW, Australia
| | - Alan McCall
- Faculty of Health, Human Performance Research Centre, University of Technology Sydney, Sydney, NSW, Australia.,Arsenal Performance and Research Team, Arsenal Football Club, London, UK
| | - Franco M Impellizzeri
- Faculty of Health, Human Performance Research Centre, University of Technology Sydney, Sydney, NSW, Australia
| |
Collapse
|
43
|
Bache-Mathiesen LK, Andersen TE, Dalen-Lorentsen T, Clarsen B, Fagerland MW. Not straightforward: modelling non-linearity in training load and injury research. BMJ Open Sport Exerc Med 2021; 7:e001119. [PMID: 34422292 PMCID: PMC8351477 DOI: 10.1136/bmjsem-2021-001119] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/16/2021] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVES To determine whether the relationship between training load and injury risk is non-linear and investigate ways of handling non-linearity. METHODS We analysed daily training load and injury data from three cohorts: Norwegian elite U-19 football (n=81, 55% male, mean age 17 years (SD 1)), Norwegian Premier League football (n=36, 100% male, mean age 26 years (SD 4)) and elite youth handball (n=205, 36% male, mean age 17 years (SD 1)). The relationship between session rating of perceived exertion (sRPE) and probability of injury was estimated with restricted cubic splines in mixed-effects logistic regression models. Simulations were carried out to compare the ability of seven methods to model non-linear relationships, using visualisations, root-mean-squared error and coverage of prediction intervals as performance metrics. RESULTS No relationships were identified in the football cohorts; however, a J-shaped relationship was found between sRPE and the probability of injury on the same day for elite youth handball players (p<0.001). In the simulations, the only methods capable of non-linear modelling relationships were the quadratic model, fractional polynomials and restricted cubic splines. CONCLUSION The relationship between training load and injury risk should be assumed to be non-linear. Future research should apply appropriate methods to account for non-linearity, such as fractional polynomials or restricted cubic splines. We propose a guide for which method(s) to use in a range of different situations.
Collapse
Affiliation(s)
- Lena Kristin Bache-Mathiesen
- Department of Sports Medicine, Oslo Sports Trauma Research Centre, Norwegian School of Sports Sciences, Oslo, Norway
| | - Thor Einar Andersen
- Department of Sports Medicine, Oslo Sports Trauma Research Centre, Norwegian School of Sports Sciences, Oslo, Norway
| | - Torstein Dalen-Lorentsen
- Department of Sports Medicine, Oslo Sports Trauma Research Centre, Norwegian School of Sports Sciences, Oslo, Norway
| | - Benjamin Clarsen
- Department of Sports Medicine, Oslo Sports Trauma Research Centre, Norwegian School of Sports Sciences, Oslo, Norway
- Centre for Disease Burden, Norwegian Institute of Public Health, Bergen, Norway
| | - Morten Wang Fagerland
- Department of Sports Medicine, Oslo Sports Trauma Research Centre, Norwegian School of Sports Sciences, Oslo, Norway
- Research Support Services, Oslo Centre for Biostatistics and Epidemiology, Oslo University Hospital, Oslo, Norway
| |
Collapse
|
44
|
Kalkhoven JT, Watsford ML, Coutts AJ, Edwards WB, Impellizzeri FM. Reply to "Comment on: Training Load and Injury: Causal Pathways and Future Directions". Sports Med 2021; 51:2451-2452. [PMID: 34292535 DOI: 10.1007/s40279-021-01514-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/02/2021] [Indexed: 10/20/2022]
Affiliation(s)
- Judd T Kalkhoven
- Sport and Exercise Science Discipline Group, Human Performance Research Centre, Faculty of Health, University of Technology Sydney, Moore Park Precinct, PO Box 123, Broadway, NSW, 2007, Australia.
| | - Mark L Watsford
- Sport and Exercise Science Discipline Group, Human Performance Research Centre, Faculty of Health, University of Technology Sydney, Moore Park Precinct, PO Box 123, Broadway, NSW, 2007, Australia
| | - Aaron J Coutts
- Sport and Exercise Science Discipline Group, Human Performance Research Centre, Faculty of Health, University of Technology Sydney, Moore Park Precinct, PO Box 123, Broadway, NSW, 2007, Australia
| | - W Brent Edwards
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
| | - Franco M Impellizzeri
- Sport and Exercise Science Discipline Group, Human Performance Research Centre, Faculty of Health, University of Technology Sydney, Moore Park Precinct, PO Box 123, Broadway, NSW, 2007, Australia
| |
Collapse
|
45
|
Ide BN, Silvatti AP, Mota GR. Comment on "Training Load and Injury: Causal Pathways and Future Directions". Sports Med 2021; 51:2449-2450. [PMID: 34292536 DOI: 10.1007/s40279-021-01525-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/14/2021] [Indexed: 11/30/2022]
Affiliation(s)
- Bernardo N Ide
- Exercise Science, Health and Human Performance Research Group, Department of Sport Sciences, Institute of Health Sciences, Federal University of Triângulo Mineiro, Uberaba, MG, Brazil
| | | | - Gustavo R Mota
- Exercise Science, Health and Human Performance Research Group, Department of Sport Sciences, Institute of Health Sciences, Federal University of Triângulo Mineiro, Uberaba, MG, Brazil.
| |
Collapse
|
46
|
Clemente FM, Afonso J, Costa J, Oliveira R, Pino-Ortega J, Rico-González M. Relationships between Sleep, Athletic and Match Performance, Training Load, and Injuries: A Systematic Review of Soccer Players. Healthcare (Basel) 2021; 9:healthcare9070808. [PMID: 34206948 PMCID: PMC8305909 DOI: 10.3390/healthcare9070808] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 06/19/2021] [Accepted: 06/24/2021] [Indexed: 11/16/2022] Open
Abstract
The purpose of this systematic review was to summarize available evidence regarding the relationships between sleep and (i) athletic and match performance, (ii) training load, and (iii) injuries in soccer players. A systematic review of EBSCOhost (SPORTDiscus), PubMed, Cochrane Library, FECYT (Web of Sciences, CCC, DIIDW, KJD, MEDLINE, RSCI, and SCIELO) databases was performed according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. A total of 297 titles were identified, of which 32 met the eligibility criteria. Results revealed that soccer players are no exception for sleep inadequacy. Although there was inconsistency in the findings, some studies suggested that sleep restrictions in soccer negatively affected athletic and match performance while also increasing the number and severity of musculoskeletal injuries. On the other hand, inconsistent results were found between sleep and athletic and match performance, and training load in soccer players. Physiological responses (and their intensity) during drill-based games were not influenced by changes in sleep. The available evidence is inconsistent; however, it appears to suggest that poor sleep affects soccer players' performance and increases the risk of injury. However, it remains important to study this complex relationship further.
Collapse
Affiliation(s)
- Filipe Manuel Clemente
- Escola Superior Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Rua Escola Industrial e Comercial de Nun’Álvares, 4900-347 Viana do Castelo, Portugal
- Instituto de Telecomunicações, Delegação da Covilhã, 1049-001 Lisboa, Portugal
- Correspondence:
| | - José Afonso
- Centre for Research, Education, Innovation and Intervention in Sport, Faculty of Sport of the University of Porto, 4200-450 Porto, Portugal;
| | - Júlio Costa
- Portugal Football School, Portuguese Football Federation, FPF, 1495-433 Cruz Quebrada, Portugal;
| | - Rafael Oliveira
- Sports Science School of Rio Maior–Polytechnic Institute of Santarém, 2140-413 Rio Maior, Portugal;
- Life Quality Research Centre, 2140-413 Rio Maior, Portugal
- Research Center in Sport Sciences, Health Sciences and Human Development, 5001-801 Vila Real, Portugal
| | - José Pino-Ortega
- Faculty of Sports Sciences, University of Murcia, 30720 San Javier, Spain;
- BIOVETMED & SPORTSCI Research Group, University of Murcia, 30720 San Javier, Spain;
| | - Markel Rico-González
- BIOVETMED & SPORTSCI Research Group, University of Murcia, 30720 San Javier, Spain;
- Department of Physical Education and Sport, University of the Basque Country, UPV-EHU, Lasarte 71, 01007 Vitoria-Gasteiz, Spain
| |
Collapse
|
47
|
Afonso J, Nakamura FY, Canário-Lemos R, Peixoto R, Fernandes C, Mota T, Ferreira M, Silva R, Teixeira A, Clemente FM. A Novel Approach to Training Monotony and Acute-Chronic Workload Index: A Comparative Study in Soccer. Front Sports Act Living 2021; 3:661200. [PMID: 34136806 PMCID: PMC8200417 DOI: 10.3389/fspor.2021.661200] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 05/05/2021] [Indexed: 11/22/2022] Open
Abstract
Load is a multifactorial construct, but usually reduced to parameters of volume and intensity. In the last decades, other constructs have been proposed for assessing load, but also relying on relationships between volume and intensity. For example, Foster's Training Monotony has been used in athletes' load management simply by computing mean weekly load divided by its standard deviation, often multiplied by session rate of perceived exertion. Meanwhile, the Acute to Chronic Workload Ratio (ACWR) has been debated by the sport scientists as a useful monitoring metric and related to so-called injury prevention. None of these models includes parameters that are representative of training specificity, namely load orientation. The aim of this study is to present broader conceptual approaches translated by new indices for assessing Intraweek Training Monotony (ITM) and Acute to Chronic Workload Index (ACWI) while incorporating load orientation, session duration and weekly density (frequency normalized) in addition to parameters related to proxies of external and/or internal load. Our ITM and Foster's Training Monotony were similar in terms of average values, but very different for individualized analysis, illustrating how average values may be deceiving. While Foster's model provided clusters of values, ITM provided more scattered, individualized data. ACWI and ACWR provided very distinct qualitative information, and the two models were uncorrelated. Therefore, the models incorporating training load orientation presented in this study provide distinct and not redundant information when compared to previous models. More importantly, ITM and ACWI are metrics that are compatible to each other and might fit to coaches' monitoring targets in the short and medium terms, respectively. Because our models include several parameters, including load orientation, we contend that might provide a more complete monitoring tool. However, we suggest they are used for intraindividual comparisons and not so strongly for interindividual comparisons.
Collapse
Affiliation(s)
- José Afonso
- Centre for Research, Education, Innovation and Intervention in Sport, Faculty of Sport of the University of Porto, Porto, Portugal
| | - Fábio Yuzo Nakamura
- Research Center in Sports Sciences, Health Sciences, and Human Development, University Institute of Maia, Maia, Portugal.,Associate Graduate Program in Physical Education Universidade de Pernambuco/Universidade Federal da Paraíba, João Pessoa, Brazil
| | - Rui Canário-Lemos
- Department of Sports Sciences, Exercise, and Health, University of Trás-os-Montes e Alto Douro, Vila Real, Portugal.,Research Group in Strength Training and Fitness Activities, Vila Real, Portugal
| | - Rafael Peixoto
- Department of Sports Sciences, Exercise, and Health, University of Trás-os-Montes e Alto Douro, Vila Real, Portugal.,Research Group in Strength Training and Fitness Activities, Vila Real, Portugal
| | - Cátia Fernandes
- Department of Sports Sciences, Exercise, and Health, University of Trás-os-Montes e Alto Douro, Vila Real, Portugal
| | - Tomás Mota
- Certified Strength and Conditioning Specialist, Independent Researcher, Lisbon, Portugal
| | | | - Rafaela Silva
- Centre for Research, Education, Innovation and Intervention in Sport, Faculty of Sport of the University of Porto, Porto, Portugal
| | - Armando Teixeira
- Faculty of Engineering of the University of Porto, Porto, Portugal.,Institute of Biomedical Sciences Abel Salazar, Porto, Portugal
| | - Filipe Manuel Clemente
- Escola Superior de Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Rua Escola Industrial Comercial de Nun'Álvares, Viana do Castelo, Portugal.,Instituto de Telecomunicações, Delegação da Covilhã, Covilhã, Portugal
| |
Collapse
|
48
|
Costa JA, Figueiredo P, Nakamura FY, Rebelo A, Brito J. Monitoring Individual Sleep and Nocturnal Heart Rate Variability Indices: The Impact of Training and Match Schedule and Load in High-Level Female Soccer Players. Front Physiol 2021; 12:678462. [PMID: 33981255 PMCID: PMC8110215 DOI: 10.3389/fphys.2021.678462] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 03/30/2021] [Indexed: 11/30/2022] Open
Abstract
PURPOSE To describe individual sleep habits and nocturnal heart rate variability (HRV) responses, and to explore intra-individual associations of workload with sleep and nocturnal HRV indices in high-level female soccer players throughout a 2-week competitive period. MATERIALS AND METHODS The study followed a descriptive, observational design. Thirty-four high-level female soccer players (aged 20.6 ± 2.3 years) wore wrist actigraph units and heart rate (HR) monitors during night-sleep to record objective sleep and HRV data throughout 14 days [six evening-time training sessions (ET), six rest-days (RD), and two match-days (MD)]. During each ET and MD, exercise HR (HRexe), %HRpeak, training impulse (TRIMP), session rating of perceived exertion (s-RPE) and perceived ratings of wellbeing were monitored. RESULTS After ET, a higher number of players (17-22) slept less than 7 h/night, in contrast to the remaining days (i.e., MD and RD), but only 1-6 players had a sleep efficiency < 75%. The coefficient of variation (CV) for sleep duration and sleep efficiency ranged between 9-22% and 2-11%, respectively. A small negative within-subject correlation was found between TRIMP and sleep duration [r = -0.25 (-0.36; -0.12); P < 0.001] and sleep efficiency [r = -0.20 (-0.32; -0.08); P = 0.004]. A moderate and small negative within-subject correlation was found between s-RPE and sleep duration [r = -0.43 (-0.53; -0.32); P < 0.001] and sleep efficiency [r = -0.17 (-0.30; -0.05); P = 0.02]. Nocturnal HRV for the time-domain analyses ranged from 4.1 (3.9; 4.3) to 4.4 (4.1; 4.6) ln[ms], and for the frequency-domain analyses ranged from 6.3 (5.9; 6.7) to 7.5 (7.1; 7.9) ln[ms2]. CV for time-domain HRV ranged from 3 to 23%, and from 4 to 46% for the frequency-domain. Higher CV fluctuations in time- and frequency-domain HRV were particularly observed in four players. CONCLUSION Overall, this study highlights the individual variability of sleep and nocturnal HRV indices, indicating that sleep duration may be affected by training and match schedules and workloads. Training and matches workload were not associated with nocturnal HRV in high-level female soccer players.
Collapse
Affiliation(s)
- Júlio A. Costa
- Portugal Football School, Portuguese Football Federation (FPF), Oeiras, Portugal
| | - Pedro Figueiredo
- Portugal Football School, Portuguese Football Federation (FPF), Oeiras, Portugal
- Research Center in Sports Sciences, Health Sciences and Human Development (CIDESD), University Institute of Maia (ISMAI), Maia, Portugal
| | - Fábio Y. Nakamura
- Research Center in Sports Sciences, Health Sciences and Human Development (CIDESD), University Institute of Maia (ISMAI), Maia, Portugal
- Associate Graduate Program in Physical Education UPE/UFPB, João Pessoa, Brazil
| | - António Rebelo
- Centre of Research, Education, Innovation and Intervention in Sport (CIFID), Faculty of Sport, University of Porto, Porto, Portugal
| | - João Brito
- Portugal Football School, Portuguese Football Federation (FPF), Oeiras, Portugal
| |
Collapse
|