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Dalen-Lorentsen T, Bjørneboe J, Harøy J, Andersen TE. We stand with the players: a call to action for the football community. Br J Sports Med 2024; 58:639-640. [PMID: 38688695 DOI: 10.1136/bjsports-2023-108041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/23/2024] [Indexed: 05/02/2024]
Affiliation(s)
- Torstein Dalen-Lorentsen
- Department of Health Research, SINTEF Digital, Oslo, Norway
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
| | - John Bjørneboe
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway
| | - Joar Harøy
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
| | - Thor Einar Andersen
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
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Kerin F, O'Flanagan S, Coyle J, Curley D, Farrell G, Persson UM, De Vito G, Delahunt E. Are all hamstring injuries equal? A retrospective analysis of time to return to full training following BAMIC type 'c' and T-junction injuries in professional men's rugby union. Scand J Med Sci Sports 2024; 34:e14586. [PMID: 38375584 DOI: 10.1111/sms.14586] [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: 07/03/2023] [Revised: 01/30/2024] [Accepted: 02/11/2024] [Indexed: 02/21/2024]
Abstract
We aimed to determine whether the anatomical location (intramuscular tendon or T-Junction) of hamstring muscle injuries in professional men's rugby union associates with a prolonged time to return to full training and a higher rate of re-injury/subsequent injury. We reviewed the medical records of an Irish professional rugby union club to identify hamstring muscle injuries incurred across five seasons. Clinicians and players were not blinded to MRI results at the time of rehabilitation. A blinded musculoskeletal radiologist re-classified all included injuries (n = 91) according to the British Athletics Muscle Injury Classification framework. Players who sustained an injury with intramuscular tendon involvement required a longer time to return to full training compared to players who sustained an injury without intramuscular tendon involvement (78 days vs. 24 days). Players who sustained a biceps femoris injury with T-junction involvement did not require a longer time to return to full training compared to players who sustained a biceps femoris injury without T-junction involvement (29 days vs. 27 days). Injuries with either intramuscular tendon or T-junction involvement were not associated with an increased rate of re-injury/subsequent injury to the same limb (intramuscular tendon involvement - odds ratio = 0.96, T-junction involvement - odds ratio = 1.03). When a hamstring muscle injury involves the intramuscular tendon, the injured player and stakeholders should be made aware that a longer time to return to full training is likely required. T-junction involvement does not alter the expected clinical course of biceps femoris injuries.
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Affiliation(s)
- Fearghal Kerin
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Stuart O'Flanagan
- Leinster Rugby, Dublin, Ireland
- Sports Medicine Department, UPMC Sports Surgery Clinic, Dublin, Ireland
| | - Joe Coyle
- Sports Medicine Department, UPMC Sports Surgery Clinic, Dublin, Ireland
| | | | | | - Ulrik McCarthy Persson
- 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
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3
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Kerin F, O'Flanagan S, Coyle J, Farrell G, Curley D, McCarthy Persson U, De Vito G, Delahunt E. Intramuscular Tendon Injuries of the Hamstring Muscles: A More Severe Variant? A Narrative Review. SPORTS MEDICINE - OPEN 2023; 9:75. [PMID: 37578668 PMCID: PMC10425319 DOI: 10.1186/s40798-023-00621-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 07/20/2023] [Indexed: 08/15/2023]
Abstract
Hamstring strain injuries (HSI) are one of the most common sport-related injuries. They have a high injury burden and a high recurrence rate. The development of novel muscle injury grading systems has provided new insights into the possible impact of injury location on the time to return to play (TTRTP) and re-injury following HSI. In particular, injuries to the intramuscular tendon (IMT) may be present in up to 41% of all HSI and have been described as a 'serious thigh muscle strain'. Re-injury rates as high as 60% have been described in elite track and field athletes, as well as prolonged TTRTP. A systematic search was carried out using appropriate keywords to identify articles reporting on HSI involving the IMT in athletes. The primary aim was to determine whether IMT injuries warrant being classified as a distinct clinical entity with different expected outcomes to other hamstring muscle injuries. This narrative review summarises the existing evidence on: (1) the anatomy of the IMT and its response to injury; (2) the role of MRI and novel grading scales in IMT injury management (3) clinical assessment of IMT injuries, (4) TTRTP and re-injury rates across sports following IMT, (5) conservative rehabilitation and the role of specific 'IMT-oriented' strategies, and (6) indications for and approaches to surgery. The review found that important clinical outcomes such as re-injury rates and TTRTP vary across populations, cohorts and sports which suggest that outcomes are specific to the sporting context. Bespoke rehabilitation, tailored to IMT injury, has been shown to significantly reduce re-injuries in elite track and field athletes, without compromising TTRTP. Continued prospective studies across other sports and cohorts, are warranted to further establish relevant clinical findings, indications for surgical intervention and outcomes across other sporting cohorts.
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Affiliation(s)
- Fearghal Kerin
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland.
| | - Stuart O'Flanagan
- Leinster Rugby, Dublin, Ireland
- Radiology Department, Sports Surgery Clinic, Dublin, Ireland
| | - Joe Coyle
- Radiology Department, Sports Surgery Clinic, Dublin, Ireland
| | | | | | - Ulrik McCarthy Persson
- 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
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Whiteley R, Hickey JT, Vermeulen R, Timmins R, Best TM, Rio E, Opar D. Biceps Femoris Fascicle Lengths Increase after Hamstring Injury Rehabilitation to a Greater Extent in the Injured Leg. TRANSLATIONAL SPORTS MEDICINE 2022; 2022:5131914. [PMID: 38655154 PMCID: PMC11022767 DOI: 10.1155/2022/5131914] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 07/24/2022] [Accepted: 08/11/2022] [Indexed: 04/26/2024]
Abstract
Objectives Document changes in fascicle length during rehabilitation from hamstring injury of the injured and uninjured legs and secondarily to describe any association between these changes and reinjury rate. Design Multicentre case series. Methods Fifty-two prospectively included hamstring injured athletes had their biceps femoris long head fascicle lengths measured at the start and end of rehabilitation using two-dimensional ultrasound. Absolute and relative changes in fascicle length were compared for each leg using linear mixed models. Participants were followed for six months after being cleared to return to sport for any reinjury. Fascicle lengths and rehabilitation duration were compared for those who reinjured and those who did not. Results Injured leg fascicle length was shorter at the start of rehabilitation (9.1 cm compared to 9.8 cm, p < 0.01 ) but underwent greater absolute and relative lengthening during rehabilitation to 11.1 cm (18% increase) compared to 10.2 cm (8% increase, p < 0.01 ) for the uninjured leg. There were no significant differences in any fascicle length parameter for the 5 participants who reinjured in the 6 months following their return to sport compared to those that did not reinjure. Conclusions While both injured and uninjured legs displayed increases in fascicle length during rehabilitation, the larger fascicle length increases in the injured leg suggest that either a different training stimulus was applied during rehabilitation to each leg or there was a different response to training and/or recovery from injury in the injured leg. Reinjury risk appears to be independent of fascicle length changes in this cohort, but the small number of reinjuries makes any conclusions speculative.
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Affiliation(s)
- Rod Whiteley
- Rehabilitation Department, Aspetar Sports Medicine Hospital, Doha, Qatar
- School of Human Movement & Nutrition Sciences, The University of Queensland, Brisbane, Australia
| | - Jack T. Hickey
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, Australia
- Sports Performance, Recovery, Injury and New Technologies (SPRINT) Research Centre, Australian Catholic University, Fitzroy, Australia
| | - Robin Vermeulen
- Rehabilitation Department, Aspetar Sports Medicine Hospital, Doha, Qatar
- Amsterdam, Academic Center for Evidence Based Medicine, Amsterdam IOC Center, ACHSS, Amsterdam, Netherlands
| | - Ryan Timmins
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, Australia
- Sports Performance, Recovery, Injury and New Technologies (SPRINT) Research Centre, Australian Catholic University, Fitzroy, Australia
| | - Thomas M. Best
- Department of Orthopedics, University of Miami Sports Medicine Institute, Miller School of Medicine, Coral Gables, FL, USA
| | - Ebonie Rio
- La Trobe Sport and Exercise Medicine Research Centre, La Trobe University, Bundoora, Australia
| | - David Opar
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, Australia
- Sports Performance, Recovery, Injury and New Technologies (SPRINT) Research Centre, Australian Catholic University, Fitzroy, Australia
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Editorial Commentary: Proximal Hamstring Tendon Injuries: Is the Research Hamstrung by the Use of Poor Outcome Measures? Arthroscopy 2020; 36:1308-1310. [PMID: 32370893 DOI: 10.1016/j.arthro.2020.01.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Accepted: 01/14/2020] [Indexed: 02/02/2023]
Abstract
Proximal hamstring tendon injuries are uncommon injuries, and there are few high-quality studies of surgical procedures in the literature. Increasing standardization of outcome measures with the use of validated, injury-specific, patient-reported outcome measures will improve research in this area. This will allow better assessment of novel surgical techniques.
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Bahr R, Clarsen B, Derman W, Dvorak J, Emery CA, Finch CF, Hägglund M, Junge A, Kemp S, Khan KM, Marshall SW, Meeuwisse W, Mountjoy M, Orchard JW, Pluim B, Quarrie KL, Reider B, Schwellnus M, Soligard T, Stokes KA, Timpka T, Verhagen E, Bindra A, Budgett R, Engebretsen L, Erdener U, Chamari K. International Olympic Committee consensus statement: methods for recording and reporting of epidemiological data on injury and illness in sport 2020 (including STROBE Extension for Sport Injury and Illness Surveillance (STROBE-SIIS)). Br J Sports Med 2020; 54:372-389. [PMID: 32071062 PMCID: PMC7146946 DOI: 10.1136/bjsports-2019-101969] [Citation(s) in RCA: 446] [Impact Index Per Article: 111.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/07/2020] [Indexed: 12/16/2022]
Abstract
Injury and illness surveillance, and epidemiological studies, are fundamental elements of concerted efforts to protect the health of the athlete. To encourage consistency in the definitions and methodology used, and to enable data across studies to be compared, research groups have published 11 sport-specific or setting-specific consensus statements on sports injury (and, eventually, illness) epidemiology to date. Our objective was to further strengthen consistency in data collection, injury definitions and research reporting through an updated set of recommendations for sports injury and illness studies, including a new Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist extension. The IOC invited a working group of international experts to review relevant literature and provide recommendations. The procedure included an open online survey, several stages of text drafting and consultation by working groups and a 3-day consensus meeting in October 2019. This statement includes recommendations for data collection and research reporting covering key components: defining and classifying health problems; severity of health problems; capturing and reporting athlete exposure; expressing risk; burden of health problems; study population characteristics and data collection methods. Based on these, we also developed a new reporting guideline as a STROBE Extension-the STROBE Sports Injury and Illness Surveillance (STROBE-SIIS). The IOC encourages ongoing in- and out-of-competition surveillance programmes and studies to describe injury and illness trends and patterns, understand their causes and develop measures to protect the health of the athlete. Implementation of the methods outlined in this statement will advance consistency in data collection and research reporting.
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Affiliation(s)
- Roald Bahr
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
- Aspetar Orthopaedic and Sports Medicine Hospital, Doha, Qatar
| | - Ben Clarsen
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
- Department of Health Promotion, Norwegian Institute of Public Health, Bergen, Norway
| | - Wayne Derman
- Institute of Sport and Exercise Medicine, Division of Orthopaedic Surgery, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Jiri Dvorak
- Spine Unit, Swiss Concussion Center and Swiss Golf Medical Center, Schulthess Clinic, Zurich, Switzerland
| | - Carolyn A Emery
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Pediatrics and Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Caroline F Finch
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Martin Hägglund
- Department of Medical and Health Sciences, Division of Physiotherapy, Linköping University, Linköping, Sweden
| | - Astrid Junge
- Medical School Hamburg, Hamburg, Germany
- Swiss Concussion Centre, Schulthess Clinic, Zurich, Switzerland
| | - Simon Kemp
- Rugby Football Union, London, UK
- Department of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Karim M Khan
- Department of Family Practice, University of British Columbia, Vancouver, British Columbia, Canada
- British Journal of Sports Medicine, London, UK
| | - Stephen W Marshall
- Injury Prevention Research Center and Department of Epidemiology at the Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Willem Meeuwisse
- Sport Injury Prevention Research Centre, University of Calgary, Calgary, Alberta, Canada
- National Hockey League, Calgary, Alberta, Canada
| | - Margo Mountjoy
- Department of Family Medicine (Sport Medicine), McMaster University, Hamilton, Ontario, Canada
- FINA Bureau (Sport Medicine), Lausanne, Switzerland
| | - John W Orchard
- School of Public Health, University of Sydney, New South Wales, Sydney, Australia
| | - Babette Pluim
- Department of Sports Medicine, Royal Netherlands Lawn Tennis Association, Amstelveen, The Netherlands
- Amsterdam Collaboration on Health & Safety in Sports (ACHSS), AMC/VUmc IOC Research Center of Excellence, Amsterdam, The Netherlands
- Faculty of Health Sciences, University of Pretoria, Hatfield, South Africa
| | - Kenneth L Quarrie
- New Zealand Rugby, Wellington, New Zealand
- Sports Performance Research Institute New Zealand, AUT University, Auckland, New Zealand
| | - Bruce Reider
- Department of Orthopaedic Surgery and Rehabilitation, University of Chicago, Chicago, Illinois, USA
| | - Martin Schwellnus
- Sport, Exercise Medicine and Lifestyle Research Institute (SEMLI), University of Pretoria, Hatfield, South Africa
| | - Torbjørn Soligard
- Medical and Scientific Department, International Olympic Committee, Lausanne, Switzerland
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, Calgary, Alberta, Canada
| | - Keith A Stokes
- Department for Health, University of Bath, Bath, UK
- Rugby Football Union, Twickenham, UK
| | - Toomas Timpka
- Athletics Research Center, Linköping University, Linköping, Sweden
- Centre for Healthcare Development, Region Östergötland, Linköping, Sweden
| | - Evert Verhagen
- Amsterdam Collaboration on Health and Safety in Sports, Department of Public and Occupational Health, Amsterdam UMC, Amsterdam, The Netherlands
| | - Abhinav Bindra
- Athlete Commission, International Olympic Committee, Lausanne, Switzerland
| | - Richard Budgett
- Medical and Scientific Department, International Olympic Committee, Lausanne, Switzerland
| | - Lars Engebretsen
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
- Medical and Scientific Department, International Olympic Committee, Lausanne, Switzerland
| | - Uğur Erdener
- Medical and Scientific Department, International Olympic Committee, Lausanne, Switzerland
| | - Karim Chamari
- Aspetar Sports Medicine and Orthopedic Hospital, Doha, Qatar
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7
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Bahr R, Clarsen B, Derman W, Dvorak J, Emery CA, Finch CF, Hägglund M, Junge A, Kemp S, Khan KM, Marshall SW, Meeuwisse W, Mountjoy M, Orchard JW, Pluim B, Quarrie KL, Reider B, Schwellnus M, Soligard T, Stokes KA, Timpka T, Verhagen E, Bindra A, Budgett R, Engebretsen L, Erdener U, Chamari K. International Olympic Committee Consensus Statement: Methods for Recording and Reporting of Epidemiological Data on Injury and Illness in Sports 2020 (Including the STROBE Extension for Sports Injury and Illness Surveillance (STROBE-SIIS)). Orthop J Sports Med 2020; 8:2325967120902908. [PMID: 32118084 PMCID: PMC7029549 DOI: 10.1177/2325967120902908] [Citation(s) in RCA: 117] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Accepted: 01/03/2020] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Injury and illness surveillance, and epidemiological studies, are fundamental elements of concerted efforts to protect the health of the athlete. To encourage consistency in the definitions and methodology used, and to enable data across studies to be compared, research groups have published 11 sport- or setting-specific consensus statements on sports injury (and, eventually, illnesses) epidemiology to date. OBJECTIVE To further strengthen consistency in data collection, injury definitions, and research reporting through an updated set of recommendations for sports injury and illness studies, including a new Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist extension. STUDY DESIGN Consensus statement of the International Olympic Committee (IOC). METHODS The IOC invited a working group of international experts to review relevant literature and provide recommendations. The procedure included an open online survey, several stages of text drafting and consultation by working groups, and a 3-day consensus meeting in October 2019. RESULTS This statement includes recommendations for data collection and research reporting covering key components: defining and classifying health problems, severity of health problems, capturing and reporting athlete exposure, expressing risk, burden of health problems, study population characteristics, and data collection methods. Based on these, we also developed a new reporting guideline as a STROBE extension-the STROBE Sports Injury and Illness Surveillance (STROBE-SIIS). CONCLUSION The IOC encourages ongoing in- and out-of-competition surveillance programs and studies to describe injury and illness trends and patterns, understand their causes, and develop measures to protect the health of the athlete. The implementation of the methods outlined in this statement will advance consistency in data collection and research reporting.
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Affiliation(s)
| | - Roald Bahr
- Roald Bahr, MD, PhD, Department of Sports Medicine, Oslo Sports Trauma Research Center, Norwegian School of Sport Sciences, PB 4014 Ullevål Stadion, 0806 Oslo, Norway ()
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Ruddy JD, Cormack SJ, Whiteley R, Williams MD, Timmins RG, Opar DA. Modeling the Risk of Team Sport Injuries: A Narrative Review of Different Statistical Approaches. Front Physiol 2019; 10:829. [PMID: 31354507 PMCID: PMC6629941 DOI: 10.3389/fphys.2019.00829] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Accepted: 06/14/2019] [Indexed: 12/19/2022] Open
Abstract
Injuries are a common occurrence in team sports and can have significant financial, physical and psychological consequences for athletes and their sporting organizations. As such, an abundance of research has attempted to identify factors associated with the risk of injury, which is important when developing injury prevention and risk mitigation strategies. There are a number of methods that can be used to identify injury risk factors. However, difficulty in understanding the nuances between different statistical approaches can lead to incorrect inferences and decisions being made from data. Accordingly, this narrative review aims to (1) outline commonly implemented methods for determining injury risk, (2) highlight the differences between association and prediction as it relates to injury and (3) describe advances in statistical modeling and the current evidence relating to predicting injuries in sport. Based on the points that are discussed throughout this narrative review, both researchers and practitioners alike need to carefully consider the different types of variables that are examined in relation to injury risk and how the analyses pertaining to these different variables are interpreted. There are a number of other important considerations when modeling the risk of injury, such as the method of data transformation, model validation and performance assessment. With these technical considerations in mind, researchers and practitioners should consider shifting their perspective of injury etiology from one of reductionism to one of complexity. Concurrently, research implementing reductionist approaches should be used to inform and implement complex approaches to identifying injury risk. However, the ability to capture large injury numbers is a current limitation of sports injury research and there has been a call to make data available to researchers, so that analyses and results can be replicated and verified. Collaborative efforts such as this will help prevent incorrect inferences being made from spurious data and will assist in developing interventions that are underpinned by sound scientific rationale. Such efforts will be a step in the right direction of improving the ability to identify injury risk, which in turn will help improve risk mitigation and ultimately the prevention of injuries.
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Affiliation(s)
- Joshua D. Ruddy
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - Stuart J. Cormack
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - Rod Whiteley
- Aspetar Orthopaedic and Sports Medicine Hospital, Doha, Qatar
| | - Morgan D. Williams
- School of Health, Sport and Professional Practice, Faculty of Life Sciences and Education, University of South Wales, Treforest, United Kingdom
| | - Ryan G. Timmins
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - David A. Opar
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
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9
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Ruddy JD, Pietsch S, Maniar N, Cormack SJ, Timmins RG, Williams MD, Carey DL, Opar DA. Session Availability as a Result of Prior Injury Impacts the Risk of Subsequent Non-contact Lower Limb Injury in Elite Male Australian Footballers. Front Physiol 2019; 10:737. [PMID: 31275159 PMCID: PMC6593276 DOI: 10.3389/fphys.2019.00737] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Accepted: 05/28/2019] [Indexed: 11/15/2022] Open
Abstract
Prior injury is a commonly identified risk factor for subsequent injury. However, a binary approach to classifying prior injury (i.e., yes/no) is commonly implemented and may constrain scientific findings, as it is possible that variations in the amount of time lost due to an injury will impact subsequent injury risk to differing degrees. Accordingly, this study investigated whether session availability, a surrogate marker of prior injury, influenced the risk of subsequent non-contact lower limb injury in Australian footballers. Data were collected from 62 male elite Australian footballers throughout the 2015, 2016, and 2017 Australian Football League seasons. Each athlete's participation status (i.e., full or missed/modified) and any injuries that occurred during training sessions/matches were recorded. As the focus of the current study was prior injury, any training sessions/matches that were missed due to reasons other than an injury (e.g., load management, illness and personal reasons) were removed from the data prior to all analyses. For every Monday during the in-season periods, session availability (%) in the prior 7, 14, 21, 28, 35, 42, 49, 56, 63, 70, 77, and 84 days was determined as the number of training sessions/matches fully completed (injury free) relative to the number of training sessions/matches possible in each window. Each variable was modeled using logistic regression to determine its impact on subsequent injury risk. Throughout the study period, 173 non-contact lower limb injuries that resulted in at least one missed/modified training session or match during the in-season periods occurred. Greater availability in the prior 7 days increased injury probabilities by up to 4.4%. The impact of session availability on subsequent injury risk diminished with expanding windows (i.e., availability in the prior 14 days through to the prior 84 days). Lesser availability in the prior 84 days increased injury probabilities by up to 14.1%, only when coupled with greater availability in the prior 7 days. Session availability may provide an informative marker of the impact of prior injury on subsequent injury risk and can be used by coaches and clinicians to guide the progression of training, particularly for athletes that are returning from long periods of injury.
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Affiliation(s)
- Joshua D. Ruddy
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | | | - Nirav Maniar
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - Stuart J. Cormack
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - Ryan G. Timmins
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - Morgan D. Williams
- School of Health, Sport and Professional Practice, Faculty of Life Sciences and Education, University of South Wales, Wales, United Kingdom
| | - David L. Carey
- La Trobe Sport and Exercise Medicine Research Centre, College of Science, Health and Engineering, La Trobe University, Melbourne, VIC, Australia
| | - David A. Opar
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
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10
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Nielsen RO, Bertelsen ML, Ramskov D, Møller M, Hulme A, Theisen D, Finch CF, Fortington LV, Mansournia MA, Parner ET. Time-to-event analysis for sports injury research part 2: time-varying outcomes. Br J Sports Med 2018; 53:70-78. [PMID: 30413427 PMCID: PMC6317441 DOI: 10.1136/bjsports-2018-100000] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/13/2018] [Indexed: 12/27/2022]
Abstract
BACKGROUND Time-to-event modelling is underutilised in sports injury research. Still, sports injury researchers have been encouraged to consider time-to-event analyses as a powerful alternative to other statistical methods. Therefore, it is important to shed light on statistical approaches suitable for analysing training load related key-questions within the sports injury domain. CONTENT In the present article, we illuminate: (i) the possibilities of including time-varying outcomes in time-to-event analyses, (ii) how to deal with a situation where different types of sports injuries are included in the analyses (ie, competing risks), and (iii) how to deal with the situation where multiple subsequent injuries occur in the same athlete. CONCLUSION Time-to-event analyses can handle time-varying outcomes, competing risk and multiple subsequent injuries. Although powerful, time-to-event has important requirements: researchers are encouraged to carefully consider prior to any data collection that five injuries per exposure state or transition is needed to avoid conducting statistical analyses on time-to-event data leading to biased results. This requirement becomes particularly difficult to accommodate when a stratified analysis is required as the number of variables increases exponentially for each additional strata included. In future sports injury research, we need stratified analyses if the target of our research is to respond to the question: 'how much change in training load is too much before injury is sustained, among athletes with different characteristics?' Responding to this question using multiple time-varying exposures (and outcomes) requires millions of injuries. This should not be a barrier for future research, but collaborations across borders to collecting the amount of data needed seems to be an important step forward.
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Affiliation(s)
| | | | - Daniel Ramskov
- Department of Public Health, Section for Sports Science, Aarhus University, Aarhus, Denmark.,Department of Physiotherapy, University College Northern Denmark, Aalborg, Denmark
| | - Merete Møller
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Adam Hulme
- Centre for Human Factors and Sociotechnical Systems, Faculty of Arts, Business and Law, University of the Sunshine Coast, Maroochydore DC, Queensland, Australia
| | - Daniel Theisen
- Sports Medicine Research Laboratory, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - Caroline F Finch
- Australian Centre for Research into Injury in Sport and its Prevention, School of Medical and Health Sciences, Edith Cowan University, Perth, Western Australia, Australia
| | - Lauren Victoria Fortington
- Australian Centre for Research into Injury in Sport and its Prevention, School of Medical and Health Sciences, Edith Cowan University, Perth, Western Australia, Australia.,Faculty of Science and Technology, Federation University Australia, Ballarat, Victoria, Australia
| | - Mohammad Ali Mansournia
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Islamic Republic of Iran.,Sports Medicine Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Islamic Republic of Iran
| | - Erik Thorlund Parner
- Department of Public Health, Section for Biostatistics, Aarhus University, Aarhus, Denmark
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11
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Esculier JF, Barton C, Whiteley R, Napier C. Involving clinicians in sports medicine and physiotherapy research: ‘design thinking’ to help bridge gaps between practice and evidence. Br J Sports Med 2018; 52:1550-1551. [DOI: 10.1136/bjsports-2018-100078] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/04/2018] [Indexed: 11/04/2022]
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12
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Roe M, Murphy JC, Gissane C, Blake C. Time to get our four priorities right: an 8-year prospective investigation of 1326 player-seasons to identify the frequency, nature, and burden of time-loss injuries in elite Gaelic football. PeerJ 2018; 6:e4895. [PMID: 30042873 PMCID: PMC6055676 DOI: 10.7717/peerj.4895] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Accepted: 05/14/2018] [Indexed: 12/17/2022] Open
Abstract
Managing injury risk requires an understanding of how and when athletes sustain certain injuries. Such information guides organisations in establishing evidence-based priorities and expectations for managing injury risk. In order to minimise the impact of sports injuries, attention should be directed towards injuries that occur frequently, induce substantial time-loss, and elevate future risk. Thus, the current study aimed to investigate the rate at which elite Gaelic football players sustain different time-loss injuries during match-play and training activities. Datasets (n = 38) from elite Gaelic football teams (n = 17) were received by the National Gaelic Athletic Association Injury Surveillance Database from 2008 to 2016. A total of 1,614 time-loss injuries were analysed. Each season teams sustained 24.0 (interquartile ranges) (IQR 16.0–32.0) and 15.0 (IQR 10.0–19.0) match-play and training injuries, respectively. When exposure was standardised to 1,000 h, greater rates of injury (12.9, 95% CI [11.7–14.3]) and time-loss days (13.4, 95% CI [12.3–14.9]) were sustained in match-play than in training. Acute injury rates were 3.1-times (95% CI [2.7–3.4]) greater than chronic/overuse injuries. Similarly, non-contact injury rates were 2.8-times (95% CI [2.5–3.2]) greater than contact injuries. A total of 71% of injuries in elite Gaelic football affected five lower limb sites. Four lower limb-related clinical entities accounted for 40% of all time-loss injuries (hamstring, 23%; ankle sprain, 7%; adductor-related, 6%; quadriceps strain, 5%). Thus, most risk management and rehabilitation strategies need to be centred around five lower limb sites—and just four clinical entities. Beyond these, it may be highly unlikely that reductions in injury susceptibility can be attributed to specific team interventions. Thus, compliance with national databases is necessary to monitor injury-related metrics and future endeavours to minimise injury risk.
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Affiliation(s)
- Mark Roe
- School of Public Health, Physiotherapy, and Sports Science, University College Dublin, Dublin, Ireland
| | | | - Conor Gissane
- School of Sport Health and Applied Science, St Mary's University, Twickenham, London, UK
| | - Catherine Blake
- School of Public Health, Physiotherapy, and Sports Science, University College Dublin, Dublin, Ireland
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13
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Intramuscular tendon injury is not associated with an increased hamstring reinjury rate within 12 months after return to play. Br J Sports Med 2018; 52:1261-1266. [DOI: 10.1136/bjsports-2017-098725] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/18/2018] [Indexed: 11/03/2022]
Abstract
BackgroundAcute hamstring injury that includes intramuscular tendon injury has been suggested to be associated with increased reinjury risk. These observations were based on a relatively small number of retrospectively analysed cases.ObjectiveTo determine whether intramuscular tendon injury is associated with higher reinjury rates in acute hamstring injury.MethodsMRIs of 165 athletes with an acute hamstring injury were obtained within 5 days of injury. Treatment consisted of a standardised criteria-based rehabilitation programme. Standardised MRI parameters and intramuscular tendon injury, the latter subdivided into tendon disruption and waviness, were scored. We prospectively recorded reinjuries, defined as acute onset of posterior thigh pain in the same leg within 12 months after return to play.ResultsParticipants were predominantly football players (72%). Sixty-four of 165 (39%) participants had an index injury with intramuscular hamstring tendon disruption, and waviness was present in 37 (22%). In total, there were 32 (19%) reinjuries. There was no significant difference (HR: 1.05, 95% CI 0.52 to 2.12, P=0.898) in reinjury rate between index injuries with intramuscular tendon disruption (n=13, 20%) and without tendon disruption (n=19, 20%). There was no significant difference in reinjury rate (X²(1)=0.031, P=0.861) between index injuries with presence of waviness (n=7, 19%) and without presence of waviness (n=25, 20%).ConclusionIn athletes with an acute hamstring injury, intramuscular tendon injury was not associated with an increased reinjury rate within 12 months after return to play.
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14
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Büttner FC, Delahunt E, Roe M. The Big Five: consensus considerations before a muscle injury registry revolution - stating the (not so) obvious. Br J Sports Med 2018; 52:629-630. [PMID: 29305375 DOI: 10.1136/bjsports-2017-098643] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/21/2017] [Indexed: 11/04/2022]
Affiliation(s)
- Fionn C Büttner
- 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
| | - Mark Roe
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
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