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George ERM, Sheerin KR, Reid D. Criteria and Guidelines for Returning to Running Following a Tibial Bone Stress Injury: A Scoping Review. Sports Med 2024; 54:2247-2265. [PMID: 39141251 PMCID: PMC11393297 DOI: 10.1007/s40279-024-02051-y] [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: 05/16/2024] [Indexed: 08/15/2024]
Abstract
Tibial bone stress injuries (BSIs) are common among long-distance runners. They have a high recurrence rate, and complexity emerges in the wider management and successful return to running. Following a tibial BSI, a critical component of complete rehabilitation is the successful return to running, and there is a lack of consistency or strong evidence to guide this process. The objectives of this review were to outline the criteria used in clinical decision-making prior to resuming running, and to establish evidence-based guidelines for the return to running process following a tibial BSI. Electronic databases including MEDLINE, CINAHL, Scopus, SPORTDiscus and AMED were searched for studies that stated criteria or provided guidelines on the objectives above. Fifty studies met the inclusion criteria and were included. Thirty-nine were reviews or clinical commentaries, three were retrospective cohort studies, two were randomised controlled trials, two were pilot studies, one was a prospective observational study, and three were case studies. Therefore, the recommendations that have been surmised are based on level IV evidence. Decisions on when an athlete should return to running should be shared between clinicians, coaches and the athlete. There are five important components to address prior to introducing running, which are: the resolution of bony tenderness, pain-free walking, evidence of radiological healing in high-risk BSIs, strength, functional and loading tests, and the identification of contributing factors. Effective return to running planning should address the athlete's risk profile and manage the risk by balancing the athlete's interests and reinjury prevention. An individualised graduated return to running programme should be initiated, often starting with walk-run intervals, progressing running distance ahead of speed and intensity, with symptom provocation a key consideration. Contributing factors to the initial injury should be addressed throughout the return to run process.
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Affiliation(s)
- Esther R M George
- Sports Performance Research Institute New Zealand (SPRINZ), Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland, New Zealand.
- InForm Physio, Silverstream, New Zealand.
| | - Kelly R Sheerin
- Sports Performance Research Institute New Zealand (SPRINZ), Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland, New Zealand
| | - Duncan Reid
- Sports Performance Research Institute New Zealand (SPRINZ), Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland, New Zealand
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2
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Nahhas Rodacki CDL, Monteiro CA, Paulo AC, Lima-Silva AE, Rodacki ALF. Cadence matters: Influence of cadence on spinal load during running. Gait Posture 2024; 113:528-533. [PMID: 39173443 DOI: 10.1016/j.gaitpost.2024.07.298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 07/24/2024] [Accepted: 07/28/2024] [Indexed: 08/24/2024]
Abstract
BACKGROUND Running exposes the body to physiological and mechanical stresses that generate musculoskeletal injuries, such as low back pain due to large spinal loading. Increasing running cadence may reduce impact forces and spinal shrinkage. RESEARCH QUESTION This study aimed to determine the relationship between spinal loading and running cadence. METHODS This cross-sectional study included 15 runners from the local community (36 ± 11 years; 23 ± 2 kg.m-2, and 8 ± 9 years of running experience) who ran for 30 min (R30) and 60 min (R60) at a constant speed (10 km.h-1). The spinal loading was assessed via fine stature variation measurements before the run (baseline) at R30 and R60. Cadence was monitored via a wristwatch. The cadence ranged from 150 to 180 steps.min-1. A t-test was used to compare stature loss between R30 and R60 (relative to baseline), and a stepwise linear regression equation was used to identify the relationship between cadence and stature variation in each instant. RESULTS There was a stature loss throughout the race (R30 = 5.27 ± 1.92 mm and R60 =7.51 ± 2.51 mm). A linear regression analysis revealed a negative relationship between stature loss and cadence, indicating that running at a faster cadence produces smaller spinal loading than running at slower cadences after R60 (R2 = 0.38; p<0.05). SIGNIFICANCE Increasing running cadence might cause less spinal loading than running with a slower cadence, which may reduce the risk of injury and back disorders in runners.
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Affiliation(s)
- Cintia de Lourdes Nahhas Rodacki
- Paraná Technological Federal University, Department of Physical Education, Rua Pedro Gusso, 2601, NeoVille, Curitiba, Praraná 81.310-900, Brazil
| | - Cesar A Monteiro
- Paraná Technological Federal University, Department of Physical Education, Rua Pedro Gusso, 2601, NeoVille, Curitiba, Praraná 81.310-900, Brazil
| | - Anderson Caetano Paulo
- Paraná Technological Federal University, Department of Physical Education, Rua Pedro Gusso, 2601, NeoVille, Curitiba, Praraná 81.310-900, Brazil
| | - Adriano Eduardo Lima-Silva
- Paraná Technological Federal University, Department of Physical Education, Rua Pedro Gusso, 2601, NeoVille, Curitiba, Praraná 81.310-900, Brazil
| | - André Luiz Felix Rodacki
- Federal University of Paraná, Department of Physical Education, Coronel Heráclito dos Santos, 100, Jardim das Américas, Curitiba, Paraná 81530-000, Brazil.
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Curi GOBDC, Costa FDD, Medeiros VDS, Barbosa VD, Santos TRT, Dionisio VC. The effects of core muscle fatigue on lower limbs and trunk during single-leg drop landing: A comparison between recreational runners with and without dynamic knee valgus. Knee 2024; 50:96-106. [PMID: 39128175 DOI: 10.1016/j.knee.2024.07.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 07/03/2024] [Accepted: 07/18/2024] [Indexed: 08/13/2024]
Abstract
BACKGROUND A deficit in neuromuscular trunk control can impact the lower limb motion, predisposing runners to injuries. This deficit may show a greater impact on runners with dynamic knee valgus. This study aimed to compare the effect of core fatigue on kinetic, kinematic, and electromyographic parameters of the trunk and lower limbs during single-leg drop landing between runners with and without dynamic knee valgus. METHODS Twenty-seven recreational runners were allocated to the valgus (n = 14) and non-valgus groups (n = 13). They performed the test before and after a fatigue protocol, taking a step forward and landing on the force platform while maintaining balance. The fatigue protocol included isometric and dynamic exercises performed consecutively until voluntary exhaustion. The vertical ground reaction force, the sagittal and frontal plane angles, and the electromyographic activity were evaluated. The integral of electromyographic activity was calculated into three movement phases. ANOVA with repeated measures was used to verify the group, time, and interaction effects. RESULTS After fatigue, both groups showed a significant reduction in the minimum (p = 0.01) and maximum (p = 0.02) knee angles in the frontal plane (more dynamic knee valgus) and greater gluteus medius activity (p = 0.05) from the peak of knee flexion to the end of the movement. The valgus group had a greater hip excursion (p = 0.01) and vertical linear shoulder displacement (p = 0.02) than the non-valgus. CONCLUSION Our results suggest that core fatigue can impact the local muscle and the distal joint and that the groups presented different strategies to deal with the demand during landing.
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Affiliation(s)
| | - Franciele Dias da Costa
- Faculty of Physical Education and Physiotherapy, Federal University of Uberlandia, Uberlandia MG, Brazil
| | - Victor de Souza Medeiros
- Faculty of Physical Education and Physiotherapy, Federal University of Uberlandia, Uberlandia MG, Brazil
| | - Vinícius Dias Barbosa
- Faculty of Physical Education and Physiotherapy, Federal University of Uberlandia, Uberlandia MG, Brazil
| | | | - Valdeci Carlos Dionisio
- Faculty of Physical Education and Physiotherapy, Federal University of Uberlandia, Uberlandia MG, Brazil
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Shen W, Yu Y, Frias Bocanegra J, Wheeler PC, Fong DTP. Enhancing running injury prevention strategies with real-time biofeedback: A systematic review and meta-analysis. J Sports Sci 2024:1-12. [PMID: 38967313 DOI: 10.1080/02640414.2024.2374637] [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: 07/12/2023] [Accepted: 06/23/2024] [Indexed: 07/06/2024]
Abstract
The number of runners and the incidence of running-related injuries (RRIs) are on the rise. Real-time biofeedback gait retraining offers a promising approach to RRIs prevention. However, due to the diversity in study designs and reported outcomes, there remains uncertainty regarding the efficacy of different forms of feedback on running gait biomechanics. Three databases: MEDLINE, PUBMED, and SPORTDiscus were searched to identify relevant studies published up to March 2024, yielding 4646 articles for review. The quality of the included studies was assessed using the Downs and Black Quality checklist. Primary outcomes, including Peak Tibial Acceleration (PTA), Vertical Average Loading Rate (VALR), and Vertical Instantaneous Loading Rate (VILR), were analysed through meta-analysis. 24 studies met the inclusion criteria and were analysed in this review.17 used visual biofeedback (VB) while 14 chose auditory biofeedback (AB). The meta-analysis revealed a reduction in loading variables both immediately following the intervention and after extended training, with both visual and auditory feedback. Notably, the decrease in loading variables was more pronounced post-training and VB proved to be more effective than AB. Real-time biofeedback interventions are effective in lowering loading variables associated with RRIs. The impact is more substantial with sustained training, and VB outperforms AB in terms of effectiveness.
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Affiliation(s)
- Wei Shen
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Yifan Yu
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Jose Frias Bocanegra
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Patrick C Wheeler
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- Department of Musculoskeletal, Sport & Exercise Medicine, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Daniel T P Fong
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
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Wyatt HE, Sheerin K, Hume PA, Hébert-Losier K. Prevalence and Risk Factors for Musculoskeletal Pain when Running During Pregnancy: A Survey of 3102 Women. Sports Med 2024; 54:1955-1964. [PMID: 38319589 PMCID: PMC11258093 DOI: 10.1007/s40279-024-01994-6] [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: 01/16/2024] [Indexed: 02/07/2024]
Abstract
BACKGROUND Musculoskeletal pain while running is a concern to women during pregnancy and can lead to running cessation. To support women who wish to run during pregnancy, it is essential to understand the sites, severities and personal risk factors associated with musculoskeletal pain. OBJECTIVE The aim was to investigate prevalence and risk factors for musculoskeletal pain when running during pregnancy. METHODS An online survey was completed by women who had a child in the past 5 years and ran prior to and during pregnancy. Pain frequency informed prevalence rates by body site, and logistic regression odds ratios (ORs) and 95% confidence intervals were calculated. RESULTS A total of 3102 women of 23 ethnicities from 25 countries completed the survey. Women were 22-52 years old when they gave birth and ran 2-129 km/week during the 0.5-35 years before the birth of their youngest child. Women ran significantly less distance and less often during pregnancy than before pregnancy. Most women (86%) experienced pain while running during pregnancy (59% pelvis/sacroiliac joint, 52% lower back, 51% abdomen, 44% breast, 40% hip). The highest prevalence of severe-to-worst pain was at the pelvis/sacroiliac joint (9%). Women at greatest risk of pain while running during pregnancy had a previous injury (OR = 3.44) or were older (OR = 1.04). Women with a previous child were less likely to experience breast pain (OR = 0.76) than those running during their first pregnancy. CONCLUSION Healthcare practices to reduce pain should focus on regions of greatest musculoskeletal change during pregnancy, specifically the pelvis, lower back and abdomen. Efforts to support women to run for longer throughout pregnancy should focus on pain at the pelvis and breasts.
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Affiliation(s)
- Hannah E Wyatt
- Faculty of Health, University of Canterbury, Christchurch, New Zealand.
- Sports Performance Research Institute New Zealand, Auckland University of Technology, Auckland, New Zealand.
| | - Kelly Sheerin
- Sports Performance Research Institute New Zealand, Auckland University of Technology, Auckland, New Zealand
| | - Patria A Hume
- Sports Performance Research Institute New Zealand, Auckland University of Technology, Auckland, New Zealand
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
- Mindaroo Tech & Policy Lab, Law School, The University of Western Australia, Perth, Australia
| | - Kim Hébert-Losier
- Division of Health, Engineering, Computing and Science, Te Huataki Waiora School of Health University of Waikato, Tauranga, New Zealand
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Lacey A, Whyte E, Dillon S, O’Connor S, Burke A, Moran K. Definitions and surveillance methods of running-related injuries: A scoping review. Eur J Sport Sci 2024; 24:950-963. [PMID: 38956793 PMCID: PMC11235823 DOI: 10.1002/ejsc.12123] [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: 12/04/2023] [Revised: 04/12/2024] [Accepted: 04/30/2024] [Indexed: 07/04/2024]
Abstract
Inconsistent and restricted definitions of injury have contributed to limitations in determining injury rates and identifying risk factors for running-related injuries (RRIs). The aim of this scoping review was to investigate the definitions and surveillance methods of RRIs. A systematic electronic search was performed using PubMed, Scopus, SPORTDiscuss, MEDLINE, and Web of Science databases. Included studies were published in English between January 1980 and June 2023 which investigated RRIs in adult running populations, providing a definition for a general RRI. Results were extracted and collated. 204 articles were included. Three primary criteria were used to define RRIs: physical description, effect on training and medical intervention, while three secondary criteria are also associated with definitions: cause/onset of injury, location, and social consequences. Further descriptors and sub-descriptors form these criteria. The use of Boolean operators resulted in nine variations in definitions. Inconsistency is evident among definitions of RRIs. Injury definitions seem to be important for two main reasons: firstly, determining accurate injury rates, and secondly, in research examining risk factors. For the latter, definitions seem to be very limited, only capturing severe injuries and failing to recognise the full development process of RRIs, precluding the identification of conclusive risk factors. A potential two-approach solution is the initial use of a broad definition acting as a gatekeeper for identifying any potential injury, and follow-up with an extensive surveillance tool to capture the specific consequences of the varying severity of RRIs.
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Affiliation(s)
- Aisling Lacey
- School of Health and Human PerformanceDublin City UniversityDublinIreland
- Insight SFI Research Centre for Data AnalyticsDublinIreland
| | - Enda Whyte
- School of Health and Human PerformanceDublin City UniversityDublinIreland
- Centre for Injury Prevention and PerformanceSchool of Health and Human PerformanceDublin City UniversityDublinIreland
| | - Sarah Dillon
- School of Allied HealthUniversity of LimerickLimerickIreland
| | - Siobhán O’Connor
- School of Health and Human PerformanceDublin City UniversityDublinIreland
- Centre for Injury Prevention and PerformanceSchool of Health and Human PerformanceDublin City UniversityDublinIreland
| | - Aoife Burke
- School of Health and Human PerformanceDublin City UniversityDublinIreland
- Centre for Injury Prevention and PerformanceSchool of Health and Human PerformanceDublin City UniversityDublinIreland
| | - Kieran Moran
- School of Health and Human PerformanceDublin City UniversityDublinIreland
- Insight SFI Research Centre for Data AnalyticsDublinIreland
- Centre for Injury Prevention and PerformanceSchool of Health and Human PerformanceDublin City UniversityDublinIreland
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Godin A, Rouget L, Eustache E, Mourot L, Sagawa Y. Evaluation of the optimal number of steps to obtain reliable running spatio-temporal parameters and their variability. Gait Posture 2024; 111:37-43. [PMID: 38615567 DOI: 10.1016/j.gaitpost.2024.04.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 03/29/2024] [Accepted: 04/09/2024] [Indexed: 04/16/2024]
Abstract
BACKGROUND Spatio-temporal running parameters and their variability help to determine a runner's running style. However, determining whether a change is due to the measurement or to a specific condition such as an injury is a matter of debate, as no recommendation on the number of steps required to obtain reliable assessments exists. RESEARCH QUESTION What is the optimal number of steps required to measure different spatio-temporal parameters and study their variability at different running speeds? METHODS Twenty-five runners performed three experimental sessions of three bouts of treadmill running at 8, 10 and 12 km/h separated by 24 h. We measured cadence, stride, step, contact and flight time. We calculated the duty factor and the leg stiffness index (Kleg). Mean spatio-temporal parameters and linear (coefficient of variation, standard deviation) and non-linear (Higuchi fractal index, α1 coefficient of detrended fluctuation analysis) analyses were computed for different numbers of steps. Relative reliability was determined using the intraclass coefficient correlation. The minimal number of steps which present a good reliability level was considered as the optimal number of steps for measurement. Absolute reliability was assessed by calculating minimal detectable change. RESULTS To assess the mean values of spatio-temporal running parameters, between 16 and 150 steps were required. We were unable to obtain an optimal number of steps for cadence, stride and step-time variabilities for all speeds. For the linear analyses, we deduced the optimal number of steps for Kleg and the contact time (around 350 steps). Non-linear analyses measurements required between 350 and 540 steps, depending on the parameter. SIGNIFICANCE Researchers and clinicians should optimize experimental conditions (number of steps and running speed) depending on the parameter or the variability analysis targeted. Future studies must use absolute reliability metrics to report changes in response to a specific condition with no bias due to measurement error.
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Affiliation(s)
- Antoine Godin
- Université de Franche-Comté, SINERGIES, Besançon F-25000, France; Université de Franche-Comté, Plateforme Exercice Performance Santé Innovation, Besançon F-25000, France.
| | - Lucas Rouget
- Université de Franche-Comté, SINERGIES, Besançon F-25000, France
| | - Esther Eustache
- Institut des Sciences du Sport de l'Université de Lausanne, Lausanne, Switzerland
| | - Laurent Mourot
- Université de Franche-Comté, SINERGIES, Besançon F-25000, France; Université de Franche-Comté, Plateforme Exercice Performance Santé Innovation, Besançon F-25000, France; Department of Biological Sciences, Faculty of Science, Thompson Rivers University, Kamloops, BC V2C 0C8, Canada
| | - Yoshimasa Sagawa
- Université de Franche-Comté, CHU Besançon, LINC, Besançon F-25000, France
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Beech J, Jones B, Hughes T, Emmonds S. Injury Profile in Youth Female Athletes: A Systematic Review and Meta-Analysis. Sports Med 2024; 54:1207-1230. [PMID: 38263483 PMCID: PMC11127887 DOI: 10.1007/s40279-023-01988-w] [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: 12/16/2023] [Indexed: 01/25/2024]
Abstract
BACKGROUND An increasing number of epidemiological studies assessing the incidence, prevalence and severity of injury in youth female sport are available. However, no study has sought to synthesise the current evidence base across all youth female sport. As such, a systematic review and meta-analysis of injury in this cohort is necessary to understand the diversity of injury and its associated burden between sports in addition to identifying the density of research available. OBJECTIVE To conduct a systematic review and meta-analysis of epidemiological data of injuries in youth female athletes with particular attention to injury incidence, mean days lost and injury burden. METHODS Searches were performed in PubMed, EBSCO (SPORTDiscus with Full Text MEDLINE, APA PsycINFO, CINAHL, Academic Search Complete) and Cochrane databases. Studies were considered if they reported time-loss injury incidence or prevalence in youth female (≤ 19 years old) athletes. Study quality and risk of bias were assessed using STROBE-SIIS extension, Newcastle-Ottawa Scale, and funnel plots, respectively. Injury incidence and burden rate data were modelled using a mixed-effect Poisson regression model. Days lost data were modelled using a generalised linear mixed model. RESULTS Thirty-two studies were included. The overall incidence rate, mean days lost per injury, and burden rate were 4.4 injuries per 1000 h (95% CI 3.3-5.9), 10 days (95% CI 6-15), and 46 days per 1000 h (95% CI 23-92), respectively. Forty percent of athletes sustained at least one time-loss injury. Competitive level was a significant moderator of match and training injury incidence, with elite youth athletes presenting greater pooled injury incidence estimates than non-elite athletes (p = 0.0315 and p = 0.0047, respectively). The influence of moderators on days lost and injury burden could not be determined due to an insufficient number of studies for analysis. CONCLUSION Despite a broad inclusion criterion, there is limited injury surveillance research available across youth female sport. Outside of soccer, little research density is evidenced with single studies available in popular team sports such as Australian football and rugby union. Insufficient study numbers reporting mean days lost and injury burden data were available for analysis, and pooled days lost data could only be estimated for soccer. This highlights a need for future research to report days lost data alongside injury number and exposure so burden can be calculated and the full risk of injury to youth female athletes can be identified.
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Affiliation(s)
- Jake Beech
- Carnegie School of Sport, Leeds Beckett University, Leeds, UK.
- The Football Association, Burton-Upon-Trent, UK.
| | - Ben Jones
- Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- England Performance Unit, The Rugby Football League, Leeds, UK
- Leeds Rhinos Rugby League Club, Leeds, UK
- Division of Exercise Science and Sports Medicine, Department of Human Biology, Faculty of Health Sciences, the University of Cape Town and the Sports Science Institute of South Africa, Cape Town, South Africa
- School of Science and Technology, University of New England, Armidale, NSW, Australia
| | - Thomas Hughes
- Carnegie School of Sport, Leeds Beckett University, Leeds, UK
| | - Stacey Emmonds
- Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- The Football Association, Burton-Upon-Trent, UK
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Bouzigues T, Candau R, Philippe K, Maurelli O, Prioux J. Differences in training load, jump performance and injury occurrence in elite youth volleyball players. J Sports Med Phys Fitness 2024; 64:465-474. [PMID: 38407009 DOI: 10.23736/s0022-4707.23.15442-9] [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: 02/27/2024]
Abstract
BACKGROUND External and internal training load are used to monitor training effects in volleyball. Occurrence of injuries in volleyball is dependent of training loads and state of fitness but also playing positions and gender. This study aims to investigate the impact of gender and playing positions on injury occurrence among young volleyball players, considering both training loads and fitness levels. METHODS Conducted from September 2021 to May 2022, this study involved 37 elite young volleyball players, comprising 16 female (176.8±3.6 cm; 65.3±5.7 kg; 13.9±1.1 years old) and 21 males (189.6±7.3 cm; 77.4±9.5 kg; 14.7±1.2 years old). G-Vert accelerometer was used to quantify training load. During these sessions, RPE, state of fitness and occurrence of injuries, were collected using a daily questionnaire. RESULTS The primary findings indicate that males demonstrated a higher number of jumps, mean intensity, mean training load per session, and reported higher fitness levels compared to females (P<0.001). However, females were more injured than males (P<0.001). Setters were identified as the players with the highest jump frequency, albeit at lower heights and intensities than their counterparts (P<0.001). Among males, middle blockers exhibited the highest mean intensity and training load per session (P<0.01). CONCLUSIONS The elevated frequency of injuries and a worse reported fitness levels among females, despite lower training loads, suggests a potential deficiency in physical preparation among young women, particularly in terms of their ability to perform repeated high-intensity jumps.
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Affiliation(s)
| | - Robin Candau
- INRAe Center de Montpellier, UMR 866 Dynamique Musculaire et Métabolisme Montpellier, Languedoc-Roussillon, France
| | - Kilian Philippe
- Laboratory of Movement, Balance, Performance and Health, University of Pau and Pays de l'Adour, Tarbes, France
| | - Olivier Maurelli
- INRAe Center de Montpellier, UMR 866 Dynamique Musculaire et Métabolisme Montpellier, Languedoc-Roussillon, France
- French Federation of Volleyball, Choisy-le-Roi, France
| | - Jacques Prioux
- Movement, Sport and Health Laboratory (EA 1274), UFR APS, University of Rennes2, Rennes, France
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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.
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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.
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11
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Adamson L, Vandamme L, Prior T, Miller SC. Running-Related Injury Incidence: Does It Correlate with Kinematic Sub-groups of Runners? A Scoping Review. Sports Med 2024; 54:1163-1178. [PMID: 38280179 PMCID: PMC11127823 DOI: 10.1007/s40279-023-01984-0] [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: 12/14/2023] [Indexed: 01/29/2024]
Abstract
BACKGROUND Historically, kinematic measures have been compared across injured and non-injured groups of runners, failing to take into account variability in kinematic patterns that exist independent of injury, and resulting in false positives. Research led by gait patterns and not pre-defined injury status is called for, to better understand running-related injury (RRI) aetiology and within- and between-group variability. OBJECTIVES Synthesise evidence for the existence of distinct kinematic sub-groups across a population of injured and healthy runners and assess between-group variability in kinematics, demographics and injury incidence. DATA SOURCES Electronic database search: PubMed, Web of Science, Cochrane Central Register of Controlled Trials (Wiley), Embase, OVID, Scopus. ELIGIBILITY CRITERIA Original, peer-reviewed, research articles, published from database start to August 2022 and limited to English language were searched for quantitative and mixed-methods full-text studies that clustered injured runners according to kinematic variables. RESULTS Five studies (n = 690) were included in the review. All studies detected the presence of distinct kinematic sub-groups of runners through cluster analysis. Sub-groups were defined by multiple differences in hip, knee and foot kinematics. Sex, step rate and running speed also varied significantly between groups. Random injury dispersal across sub-groups suggests no strong evidence for an association between kinematic sub-groups and injury type or location. CONCLUSION Sub-groups containing homogeneous gait patterns exist across healthy and injured populations of runners. It is likely that a single injury may be represented by multiple movement patterns, and therefore kinematics may not predict injury risk. Research to better understand the underlying causes of kinematic variability, and their associations with RRI, is warranted.
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Affiliation(s)
- Léa Adamson
- School of Medicine, Sir Alexander Fleming Building, Imperial College London, London, UK
- Sports and Exercise Medicine, William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Liam Vandamme
- Sports and Exercise Medicine, William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Trevor Prior
- Sports and Exercise Medicine, William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Stuart Charles Miller
- Sports and Exercise Medicine, William Harvey Research Institute, Queen Mary University of London, London, UK.
- Digital Environment Research Institute (DERI), Queen Mary University of London, London, UK.
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12
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Reis FJJ, Alaiti RK, Vallio CS, Hespanhol L. Artificial intelligence and Machine Learning approaches in sports: Concepts, applications, challenges, and future perspectives. Braz J Phys Ther 2024; 28:101083. [PMID: 38838418 PMCID: PMC11215955 DOI: 10.1016/j.bjpt.2024.101083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 04/09/2024] [Accepted: 05/08/2024] [Indexed: 06/07/2024] Open
Abstract
BACKGROUND The development and application of Artificial Intelligence (AI) and Machine Learning (ML) in healthcare have gained attention as a promising and powerful resource to change the landscape of healthcare. The potential of these technologies for injury prediction, performance analysis, personalized training, and treatment comes with challenges related to the complexity of sports dynamics and the multidimensional aspects of athletic performance. OBJECTIVES We aimed to present the current state of AI and ML applications in sports science, specifically in the areas of injury prediction, performance enhancement, and rehabilitation. We also examine the challenges of incorporating AI and ML into sports and suggest directions for future research. METHOD We conducted a comprehensive literature review, focusing on publications related to AI and ML applications in sports. This review encompassed studies on injury prediction, performance analysis, and personalized training, emphasizing the AI and ML models applied in sports. RESULTS The findings highlight significant advancements in injury prediction accuracy, performance analysis precision, and the customization of training programs through AI and ML. However, future studies need to address challenges such as ethical considerations, data quality, interpretability of ML models, and the integration of complex data. CONCLUSION AI and ML may be useful for the prevention, detection, diagnosis, and treatment of health conditions. In this Masterclass paper, we introduce AI and ML concepts, outline recent breakthroughs in AI technologies and their applications, identify the challenges for further progress of AI systems, and discuss ethical issues, clinical and research opportunities, and future perspectives.
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Affiliation(s)
- Felipe J J Reis
- Department of Physical Therapy, Federal Institute of Rio de Janeiro, Rio de Janeiro, Brazil; Pain in Motion Research Group, Department of Physical Therapy, Human Physiology and Anatomy, Faculty of Physical Education & Physiotherapy, Vrije Universiteit Brussel, Brussels, Belgium; School of Physical and Occupational Therapy, McGill University, Montreal, Canada.
| | - Rafael Krasic Alaiti
- Nucleus of Neuroscience and Behavior and Nucleus of Applied Neuroscience, Universidade de Sao Paulo (USP), Sao Paulo, Brazil; Research, Technology, and Data Science Office, Grupo Superador, Sao Paulo, Brazil
| | - Caio Sain Vallio
- Health Innovation, Data Science, and MLOps Semantics, São Paulo, Brazil
| | - Luiz Hespanhol
- Department of Physical Therapy, Faculty of Medicine, University of Sao Paulo (USP), Sao Paulo, Brazil; Amsterdam Collaboration on Health & Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Sciences, Amsterdam University Medical Centers (UMC) location VU University Medical Center Amsterdam (VUmc), Amsterdam, the Netherlands
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Naderi A, Alizadeh N, Calmeiro L, Degens H. Predictors of Running-Related Injury Among Recreational Runners: A Prospective Cohort Study of the Role of Perfectionism, Mental Toughness, and Passion in Running. Sports Health 2024:19417381231223475. [PMID: 38311884 DOI: 10.1177/19417381231223475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2024] Open
Abstract
BACKGROUND The health benefits associated with recreational running are challenged by the occurrence of running-related injuries (RRIs). Effective preventive measures require knowledge of sport injury etiology. Psychological factors such as perfectionism, mental toughness, and passion are believed to predispose to sports injury by influencing training behaviors, motivation to run, and suppression of feelings of fatigue and pain. Yet their association with RRIs are understudied. HYPOTHESIS Perfectionism, mental toughness, and passion predict an increased risk of RRIs in recreational runners. STUDY DESIGN Prospective cohort study. LEVEL OF EVIDENCE Level 3. METHODS A total of 143 recreational runners (age 34.9 ± 13.9 years, 37% women) with a response rate of 76.5% answered an online questionnaire about their characteristics, running behaviors, and psychological variables (perfectionism, mental toughness, and running passion) as well as a sports injury survey. Then, as a primary outcome, RRIs were recorded biweekly for 6 months. The incidence of injuries was expressed as RRI per 1000 hours of running. The association between predictive factors and RRIs was estimated using logistic regression. RESULTS The incidence of RRIs during follow-up was 5.16 per 1000 hours of running. The knee was the location injured most often (26.4%), followed by the foot (18.9%) and lower leg (13.2%). Higher obsessive passion (OP) for running (odds ratio [OR], 1.11; 95% CI, 1.04-1.20) and perfectionistic concerns (OR, 1.22; CI,1.05-1.41) were associated with a greater risk of RRIs, as were previous injury (OR, 2.49; CI,1.10-5.70), weekly running distance (OR,1.10; CI, 1.03-1.16), and both supinated (OR, 4.51; CI, 1.11-18.30) and pronated (OR, 3.55; CI, 1.29-9.80) foot type. Following a running schedule (OR, 0.24; CI, 0.09-0.66) was associated with a lower risk of RRIs. CONCLUSION History of previous RRI, pronated and supinated foot type, weekly running distance, perfectionistic concerns, and OP increased RRI risk in recreational runners. Following a running schedule was a protective factor. CLINICAL RELEVANCE Multiple factors, including runners' psychological characteristics, predict RRIs. These findings can inform the development of injury risk management strategies.
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Affiliation(s)
- Aynollah Naderi
- School of Sport Sciences, Shahrood University of Technology. Shahrood, Semnan, Iran
| | - Nasrin Alizadeh
- Department of Sport Science, University College of Omran and Tosseeh, Hamadan, Iran
| | - Luis Calmeiro
- School of Social and Health Sciences, Abertay University, Dundee, UK
- Institute of Environmental Health, Faculty of Medicine, University of Lisbon, Portugal
| | - Hans Degens
- Department of Life Sciences, Manchester Metropolitan University, UK
- Institute of Sport Science and Innovations, Lithuanian Sports University, Lithuania
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Nielsen R, Ramskov D, Blacket CT, Malisoux L. Running-Related Injuries Among More Than 7000 Runners in 87 Different Countries: The Garmin-RUNSAFE Running Health Study. J Orthop Sports Phys Ther 2024; 54:133-141. [PMID: 37970820 DOI: 10.2519/jospt.2023.11959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Abstract
OBJECTIVE: To describe the cumulative injury proportion after 1000 and 2000 km of running among runners from 87 countries worldwide using wearable devices. Secondly, examine if the cumulative injury proportion differed between runners from different countries. DESIGN: Cohort study with an 18-month follow-up. METHODS: Runners aged ≥18 years who were familiar with the English language, and who were using a Garmin sports watch that supported tracking of running were eligible for inclusion. The exposure was residential country; self-reported running-related injury was the primary outcome. A generalized linear model was used to estimate the cumulative injury proportion for each country and the cumulative risk difference between the countries (country with the lowest risk used as reference). Data were analyzed at 1000 and 2000 km. RESULTS: The proportions of injured runners among the 7605 included runners from 87 different countries were 57.6% [95% CI: 56.9%, 59.0%] at 1000 km and 69.8% [95% CI: 68.3%, 71.4%] at 2000 km. Runners from the Czech Republic (40.3% [95% CI: 28.7%, 51.9%]), Austria (41.1% [95% CI: 25.9%, 52.2%]), and Germany (41.9% [95% CI: 36.0%, 47.9%]) had the lowest cumulative injury proportions at 1000 km, whereas Ireland (75.4% [95% CI: 60.4%, 90.4%]), Great Britain and Northern Ireland (73.2% [95% CI: 69.3%, 77.1%]), and Finland (67.5% [95% CI: 47.2%, 87.7%]) had the highest proportions. At 2000 km, Poland (47.7% [95% CI: 36.0%, 59.4%]), Slovenia (52.2% [95% CI: 28.5%, 75.8%]), and Croatia (54.2% [95% CI: 35.6%, 72.7%]) had the lowest proportions of injured runners. The highest cumulative injury proportions were reported in Great Britain and Northern Ireland (83.6% [95% CI: 79.6%, 87.6%]) and the Netherlands (78.3% [95% CI: 70.6%, 85.9%]). CONCLUSION: More than half of the population of adult runners from 87 countries using wearable devices sustained a running-related injury during follow-up. There were considerable between-country differences in injury proportions. J Orthop Sports Phys Ther 2024;54(2):1-9. Epub 16 November 2023. doi:10.2519/jospt.2023.11959.
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15
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Malisoux L, Gette P, Delattre N, Urhausen A, Theisen D. Gait asymmetry in spatiotemporal and kinetic variables does not increase running-related injury risk in lower limbs: a secondary analysis of a randomised trial including 800+ recreational runners. BMJ Open Sport Exerc Med 2024; 10:e001787. [PMID: 38196940 PMCID: PMC10773390 DOI: 10.1136/bmjsem-2023-001787] [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] [Accepted: 12/07/2023] [Indexed: 01/11/2024] Open
Abstract
Objective To investigate asymmetry in spatiotemporal and kinetic variables in 800+ recreational runners, identify determinants of asymmetry, investigate if asymmetry is related to greater running injury risk and compare spatiotemporal and kinetic variables between the involved and uninvolved limb at baseline in runners having sustained an injury during follow-up. Methods 836 healthy recreational runners (38.6% women) were tested on an instrumented treadmill at their preferred running speed at baseline and followed up for 6 months. From ground reaction force recordings, spatiotemporal and kinetic variables were derived for each lower limb. The Symmetry Index was computed for each variable. Correlations and multiple regression analyses were performed to identify potential determinants of asymmetry. Cox regression analyses investigated the association between asymmetry and injury risk. Analysis of variance for repeated measures was used to compare the involved and uninvolved limbs in runners who had sustained injuries during follow-up. Results 107 participants reported at least one running-related injury. Leg length discrepancy and fat mass were the most common determinants of asymmetry, but all correlation coefficients were negligible (0.01-0.13) and explained variance was very low (multivariable-adjusted R2<0.01-0.03). Greater asymmetry for flight time and peak breaking force was associated with lower injury risk (HR (95% CI): 0.80 (0.64 to 0.99) and 0.96 (0.93 to 0.98), respectively). No between-limb differences were observed in runners having sustained an injury. Conclusion Gait asymmetry was not associated with higher injury risk for investigated spatiotemporal and kinetic variables. Trial registration number NCT03115437.
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Affiliation(s)
- Laurent Malisoux
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Paul Gette
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Nicolas Delattre
- Movement Sciences Department, Decathlon SportsLab Research and Development, Villeneuve d'Ascq, Nord, France
| | - Axel Urhausen
- Sports Clinic, Centre Hospitalier de Luxembourg, Luxembourg, Luxembourg
- Luxembourg Institute of Research in Orthopedics Sports Medicine and Science, Luxembourg, Luxembourg
| | - Daniel Theisen
- ALAN – Maladies Rares Luxembourg, Luxembourg, Luxembourg
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Vitharana TN, King E, Moran K. Sensorimotor Dysfunction Following Anterior Cruciate Ligament Reconstruction- an Afferent Perspective: A Scoping Review. Int J Sports Phys Ther 2024; 19:1410-1437. [PMID: 38179582 PMCID: PMC10761632 DOI: 10.26603/001c.90862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 10/19/2023] [Indexed: 01/06/2024] Open
Abstract
Background Sensorimotor dysfunction is thought to occur following anterior cruciate ligament (ACL) injury which may have implications on future reinjury risk. Dysfunction has been demonstrated within the efferent component of the sensorimotor system. However, no reviews have examined the two main components of the afferent system: the visual and somatosensory systems. Hypothesis/Purpose This study aimed to report differences in function (central processing and local processing) within the (1) somatosensory and (2) visual systems between individuals following anterior cruciate ligament reconstruction (ACLR) and healthy controls (between-subject). The study also aimed to report differences in function within the two systems between the two limbs of an individual following ACLR (within-subject). Study Design Scoping review. Methods A search was conducted in PubMed, SPORTDiscus, CINAHL, Medline and Embase up until September 2021. Level I-IV studies assessing somatosensory and visual systems were included if they compared ACLR limbs to the uninjured contralateral limb (within-subject) or a healthy control limb (between-group). The function of somatosensory and visual systems was assessed across both central processing (processing of information in the central cortex) and local processing (all other assessments outside of central processing of information). Results Seventy studies were identified (52 somatosensory, 18 visual). Studies examining somatosensory central processing demonstrated significant differences; 66% of studies exhibited within-subject differences and 100% of the studies exhibited between-group differences. Studies examining local somatosensory processing had mixed findings; 40% of the 'joint position sense (JPS)' and 'threshold to detect motion (TTDM)' studies showed significant within-subject differences (JPS=0.8°-3.8° and TTDPM=0.2°-1.4°) and 42% demonstrated significant between-group differences (JPS=0.4°-5° and TTDPM=0.3°-2.8°). Eighty-three percent of visual central processing studies demonstrated significant dysfunction between-groups with no studies assessing within-subject differences. Fifty percent of the studies examining local visual processing demonstrated a significant between-group difference. Conclusion Significant differences in central processing exist within somatosensory and visual systems following ACLR. There is mixed evidence regarding local somatosensory and visual processing. Increased compensation by the visual system and local visual processing dysfunction may occur in conjunction with somatosensory dysfunction.
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Affiliation(s)
- Thilina N Vitharana
- Sports Medicine Sports Surgery Clinic
- School of Health and Human Performance Dublin City University
| | - Enda King
- Qatar Orthopaedic and Sports Medicine Hospital
- Department of Life Sciences University of Roehampton
| | - Kieran Moran
- School of Health and Human Performance Dublin City University
- Insight Centre for Data Analytics Dublin City University
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17
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Pietsch S, Green B, Schache AG, Pizzari T. Epidemiology of quadriceps muscle strain injuries in elite male Australian football players. Scand J Med Sci Sports 2024; 34:e14542. [PMID: 37994173 DOI: 10.1111/sms.14542] [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: 10/24/2023] [Accepted: 11/12/2023] [Indexed: 11/24/2023]
Abstract
OBJECTIVE To describe the epidemiology of quadriceps muscle strain injury (QMSI) in elite Australian Football League (AFL) players, explore recovery milestones and determine whether recovery is impacted by factors such as injury type (index vs. re-injury), the primary muscle injured and the mechanism of injury. MEASURES All QMSI data reported to the Soft Tissue Injury Registry of the AFL from the 2014 to 2020 seasons were evaluated. Player demographic data, circumstances of injury, MRI reports and recovery outcomes following injury were extracted. Descriptive statistics and frequency distributions are presented. Recovery outcomes for injury type, primary muscle injured and the mechanism of injury were compared using univariate analyses. RESULTS There were 164 QMSIs from 122 players reported (134 index; 30 re-injuries). Almost all (91.3%) QMSIs involved the rectus femoris. Half (48.4%) of the QMSIs occurred during kicking and most commonly affected the dominant kicking leg (72%). The majority occurred at training (64.6%). All re-injuries involved the rectus femoris, most occurred from kicking (63.0%) and within 6 months of the preceding injury (70%). The mean return to play (RTP) time was 25.4 days (95%CI = 22.6-28.2) and rectus femoris injuries took around 14 days longer to RTP than vastii injuries (p = 0.001). QMSIs with a kicking mechanism took the longest to RTP of all injury mechanisms. CONCLUSION In AFL players, QMSIs occur mostly in the dominant leg from a kicking mechanism. Rectus femoris injuries are more prevalent and result in longer RTP time frames. Re-injuries exclusively involved the rectus femoris, primarily from kicking.
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Affiliation(s)
- Samuel Pietsch
- La Trobe Sport and Exercise Medicine Research Centre. School of Allied Health, Human Services and Sport, College of Science, Health and Engineering, La Trobe University, Melbourne, Victoria, Australia
| | - Brady Green
- School of Health Sciences and Physiotherapy, University of Notre Dame Australia, Fremantle, Western Australia, Australia
- School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, Victoria, Australia
| | - Anthony G Schache
- La Trobe Sport and Exercise Medicine Research Centre. School of Allied Health, Human Services and Sport, College of Science, Health and Engineering, La Trobe University, Melbourne, Victoria, Australia
| | - Tania Pizzari
- La Trobe Sport and Exercise Medicine Research Centre. School of Allied Health, Human Services and Sport, College of Science, Health and Engineering, La Trobe University, Melbourne, Victoria, Australia
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Rasmussen J, Skejø S, Waagepetersen RP. Predicting Tissue Loads in Running from Inertial Measurement Units. SENSORS (BASEL, SWITZERLAND) 2023; 23:9836. [PMID: 38139682 PMCID: PMC10747732 DOI: 10.3390/s23249836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 11/28/2023] [Accepted: 12/13/2023] [Indexed: 12/24/2023]
Abstract
BACKGROUND Runners have high incidence of repetitive load injuries, and habitual runners often use smartwatches with embedded IMU sensors to track their performance and training. If accelerometer information from such IMUs can provide information about individual tissue loads, then running watches may be used to prevent injuries. METHODS We investigate a combined physics-based simulation and data-based method. A total of 285 running trials from 76 real runners are subjected to physics-based simulation to recover forces in the Achilles tendon and patella ligament, and the collected data are used to train and test a data-based model using elastic net and gradient boosting methods. RESULTS Correlations of up to 0.95 and 0.71 for the patella ligament and Achilles tendon forces, respectively, are obtained, but no single best predictive algorithm can be identified. CONCLUSIONS Prediction of tissues loads based on body-mounted IMUs appears promising but requires further investigation before deployment as a general option for users of running watches to reduce running-related injuries.
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Affiliation(s)
- John Rasmussen
- Department of Materials and Production, Aalborg University, Fibigerstraede 16, 9220 Aalborg East, Denmark
| | - Sebastian Skejø
- Department of Public Health, Aarhus University, Bartholins Allé 2, 8000 Aarhus, Denmark;
- Research Unit for General Practice, Aarhus University, Bartholins Allé 2, 8000 Aarhus, Denmark
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Selvakumar S, Li SM, Fahey P, Cheung RTH. Effect of surface inclination on vertical loading rate and footstrike pattern in trail and road runners. Sports Biomech 2023:1-10. [PMID: 37955262 DOI: 10.1080/14763141.2023.2278163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 10/27/2023] [Indexed: 11/14/2023]
Abstract
Trail runners have been reported to be more injury prone than road runners. Limited past studies have examined the difference in the running biomechanics between the two groups of runners. More importantly, the effect of surface inclination has not been fully investigated. Hence, this study examined the effect of surface inclination on running biomechanics in trail and road runners. Twenty trails and 20 road runners were recruited in this study. Trail runners appeared to be more experienced and had longer training distance per week (p < 0.001) compared to road runners. All participants ran at a self-selected pace on an instrumented treadmill in three inclination conditions (i.e., level, +10% uphill and -10% downhill) in a random order. Vertical average loading rate (VALR), vertical instantaneous loading rate (VILR) and footstrike angle (FSA) were measured using established methods. Trail runners experienced greater VILR (p = 0.039, Cohen's d = 2.9) with a greater FSA (p = 0.002, Cohen's d = 1.1) during downhill running than road runners. No significant differences in VALR, VILR and FSA were found between the two groups during level and uphill running. Our findings provide potential biomechanical rationale to explain a higher injury incidence among trail runners.
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Affiliation(s)
- Sharon Selvakumar
- School of Health Sciences, Western Sydney University, Campbelltown, New South Wales, Australia
| | - Sin Ming Li
- Physiotherapy Department, Tseung Kwan O Hospital, Hong Kong, China
| | - Paul Fahey
- School of Health Sciences, Western Sydney University, Campbelltown, New South Wales, Australia
- Translational Health Research Institute, Western Sydney University, Westmead, New South Wales, Australia
| | - Roy T H Cheung
- School of Health Sciences, Western Sydney University, Campbelltown, New South Wales, Australia
- Translational Health Research Institute, Western Sydney University, Westmead, New South Wales, Australia
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Mai P, Robertz L, Robbin J, Bill K, Weir G, Kurz M, Trudeau MB, Hollander K, Hamill J, Willwacher S. Towards functionally individualised designed footwear recommendation for overuse injury prevention: a scoping review. BMC Sports Sci Med Rehabil 2023; 15:152. [PMID: 37951935 PMCID: PMC10638717 DOI: 10.1186/s13102-023-00760-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 10/25/2023] [Indexed: 11/14/2023]
Abstract
Injury prevention is essential in running due to the risk of overuse injury development. Tailoring running shoes to individual needs may be a promising strategy to reduce this risk. Novel manufacturing processes allow the production of individualised running shoes that incorporate features that meet individual biomechanical and experiential needs. However, specific ways to individualise footwear to reduce injury risk are poorly understood. Therefore, this scoping review provides an overview of (1) footwear design features that have the potential for individualisation; and (2) the literature on the differential responses to footwear design features between selected groups of individuals. These purposes focus exclusively on reducing the risk of overuse injuries. We included studies in the English language on adults that analysed: (1) potential interaction effects between footwear design features and subgroups of runners or covariates (e.g., age, sex) for running-related biomechanical risk factors or injury incidences; (2) footwear comfort perception for a systematically modified footwear design feature. Most of the included articles (n = 107) analysed male runners. Female runners may be more susceptible to footwear-induced changes and overuse injury development; future research should target more heterogonous sampling. Several footwear design features (e.g., midsole characteristics, upper, outsole profile) show potential for individualisation. However, the literature addressing individualised footwear solutions and the potential to reduce biomechanical risk factors is limited. Future studies should leverage more extensive data collections considering relevant covariates and subgroups while systematically modifying isolated footwear design features to inform footwear individualisation.
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Affiliation(s)
- Patrick Mai
- Institute of Biomechanics and Orthopaedics, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933, Cologne, Germany.
- Institute for Advanced Biomechanics and Motion Studies, Offenburg University, Offenburg, Germany.
- Department of Physical Performance, Norwegian School of Sports Sciences, Oslo, Norway.
| | - Leon Robertz
- Institute of Biomechanics and Orthopaedics, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933, Cologne, Germany
| | - Johanna Robbin
- Institute for Advanced Biomechanics and Motion Studies, Offenburg University, Offenburg, Germany
| | - Kevin Bill
- Institute of Biomechanics and Orthopaedics, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933, Cologne, Germany
| | - Gillian Weir
- Biomechanics Laboratory, University of Massachusetts Amherst, Amherst, MA, USA
| | - Markus Kurz
- Sports Tech Research Centre, Mid Sweden University, Östersund, Sweden
| | | | - Karsten Hollander
- Institute of Interdisciplinary Exercise Science and Sports Medicine, MSH Medical School Hamburg, Hamburg, Germany
| | - Joseph Hamill
- Biomechanics Laboratory, University of Massachusetts Amherst, Amherst, MA, USA
| | - Steffen Willwacher
- Institute of Biomechanics and Orthopaedics, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933, Cologne, Germany
- Institute for Advanced Biomechanics and Motion Studies, Offenburg University, Offenburg, Germany
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Lacey A, Whyte E, O’Keeffe S, O’Connor S, Burke A, Moran K. The Running Injury Continuum: A qualitative examination of recreational runners' description and management of injury. PLoS One 2023; 18:e0292369. [PMID: 37792711 PMCID: PMC10550191 DOI: 10.1371/journal.pone.0292369] [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] [Received: 05/04/2023] [Accepted: 09/19/2023] [Indexed: 10/06/2023] Open
Abstract
INTRODUCTION A critical step in understanding and preventing running-related injuries (RRIs) is appropriately defining RRIs. Current definitions of RRIs may not represent the full process of injury development, failing to capture lower levels of injury that many athletes continue to train through. Understanding runners' description and management of the injury development process may allow for a more appropriate examination of all levels of injury. This study aimed to examine recreational runners' description and management of the injury development process. METHODS A qualitative focus group study was undertaken. Seven semi-structured focus groups with male (n = 13) and female (n = 18) recreational runners took place. Focus groups were audio and video recorded, and transcribed verbatim. Transcripts were reflexively thematically analysed. A critical friend approach was taken to data coding. Multiple methods of trustworthiness were executed. RESULTS Runners describe injury on a nine-level continuum, ranging from injury-free to career-ending injury. There are lower and higher levels of injury. Each level of injury is described across four categories of descriptors; physical description, outcome (effect on running and daily life), psychological description, and management. CONCLUSION The Running Injury Continuum is a tool that can be used for injury surveillance (for healthcare professionals and researchers) and for research investigating RRI risk factors. Healthcare professionals, researchers and coaches must ensure they monitor the development of all levels of RRIs, across all categories of descriptors. Runners need to be educated regarding appropriate self-management strategies for lower level injuries, with access to evidence-based information being a critical management tool.
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Affiliation(s)
- Aisling Lacey
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin, Ireland
| | - Enda Whyte
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, School of Health and Human Performance, Dublin City University, Dublin, Ireland
| | - Sinéad O’Keeffe
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, School of Health and Human Performance, Dublin City University, Dublin, Ireland
| | - Siobhán O’Connor
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, School of Health and Human Performance, Dublin City University, Dublin, Ireland
| | - Aoife Burke
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, School of Health and Human Performance, Dublin City University, Dublin, Ireland
| | - Kieran Moran
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin, Ireland
- Centre for Injury Prevention and Performance, School of Health and Human Performance, Dublin City University, Dublin, Ireland
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22
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Malisoux L, Napier C, Gette P, Delattre N, Theisen D. Reference Values and Determinants of Spatiotemporal and Kinetic Variables in Recreational Runners. Orthop J Sports Med 2023; 11:23259671231204629. [PMID: 37868213 PMCID: PMC10588426 DOI: 10.1177/23259671231204629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 05/19/2023] [Indexed: 10/24/2023] Open
Abstract
Background Identifying atypical lower limb biomechanics may help prevent the occurrence or recurrence of running-related injuries. No reference values for spatiotemporal or kinetic variables in healthy recreational runners are available in the scientific literature to support clinical management. Purpose To (1) present speed- and sex-stratified reference values for spatiotemporal and kinetic variables in healthy adult recreational runners; (2) identify the determinants of these biomechanical variables; and (3) develop reference regression equations that can be used as a guide in a clinical context. Study Design Descriptive laboratory study. Methods This study involved 860 healthy recreational runners (age, 19-65 years [38.5% women]) tested on an instrumented treadmill at their preferred running speed in randomly allocated, standardized running shoes with either hard or soft cushioning. Twelve common spatiotemporal and kinetic variables-including contact time, flight time, duty factor, vertical oscillation, step cadence, step length, vertical impact peak (VIP), time to VIP, vertical average loading rate, vertical stiffness, peak vertical ground-reaction force (GRF), and peak braking force-were derived from GRF recordings. Reference values for each biomechanical variable were calculated using descriptive statistics and stratified by sex and running speed category (≤7, 8, 9, 10, 11, 12, 13, 14, and ≥15 km/h). Correlations and multiple regression analyses were performed to identify potential determinants independently associated with each biomechanical variable and generate reference equations. Results The mean running speed was 10.5 ± 1.3 km/h and 9 ± 1.1 km/h in men and women, respectively. While all potential predictors were significantly correlated with many of the 12 biomechanical variables, only running speed showed high correlations (r > 0.7). The adjusted R2 of the multiple regression equations ranged from 0.19 to 0.88. Conclusion This study provides reference values and equations that may guide clinicians and researchers in interpreting spatiotemporal and kinetic variables in recreational runners. Clinical Relevance The reference values can be used as targets for clinicians working with recreational runners in cases where there is a clinical suspicion of a causal relationship between atypical biomechanics and running-related injury.
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Affiliation(s)
- Laurent Malisoux
- Physical Activity, Sport and Health research group, Luxembourg Institute of Health, Luxembourg
| | - Christopher Napier
- Department of Physical Therapy, University of British Columbia, Vancouver, British Columbia, Canada
| | - Paul Gette
- Human Motion, Orthopaedics, Sports Medicine and Digital Methods, Luxembourg Institute of Health, Luxembourg
| | - Nicolas Delattre
- Decathlon Sports Lab, Movement Sciences Department, Villeneuve d’Ascq, France
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23
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Dillon S, Burke A, Whyte EF, O’Connor S, Gore S, Moran KA. Running towards injury? A prospective investigation of factors associated with running injuries. PLoS One 2023; 18:e0288814. [PMID: 37590281 PMCID: PMC10434952 DOI: 10.1371/journal.pone.0288814] [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] [Received: 12/08/2022] [Accepted: 07/04/2023] [Indexed: 08/19/2023] Open
Abstract
BACKGROUND Given the high incidence and heavy burden of running related injuries, large-scale, prospective multifactorial investigations examining potential risk factors are warranted. This study aimed to identify factors associated with running related injuries and to evaluate their potential in injury screening. STUDY DESIGN Prospective cohort study. MATERIALS AND METHODS Two hundred and seventy-four recreational runners were recruited. Clinical measures (strength, range of motion, foot position), injury and training history (via questionnaire), impact loading (via accelerometery) and running technique measures were collected at baseline. Runners were tracked for injury for one year via fortnightly check-ins. A binary logistic regression, (injury versus no injury), was performed for each variable univariably, and then adjusting for age, sex and mileage. A multivariable regression was also performed to evaluate the model's discriminative ability. RESULTS Of the 225 runners included in the final analysis 52% experienced a running related injury. Injury history in the past year, less navicular drop, and measures of running technique (knee, hip, and pelvis kinematics) were associated with increased odds of injury (p < .05). The multivariable logistic regression model was statistically significant, χ2(11) = 56.45, p < .001, correctly classifying 74% of cases with a sensitivity and specificity of 72% and 76%, respectively. The area under the receiver operating characteristic curve was 0.79 (CI95% = 0.73-0.85), demonstrating acceptable discriminative ability. CONCLUSIONS This study found a number of clinical and running technique factors to be associated with prospective running related injuries among recreational runners. With the exception of injury history, the factors identified as being significantly associated with injury may be modifiable and therefore, could form the basis of interventions. Range of motion, spatiotemporal parameters and strength measures were not associated with injury and thus their utilisation in injury prevention practices should be reconsidered.
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Affiliation(s)
- Sarah Dillon
- School of Allied Health, University of Limerick, Limerick, Ireland
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, Dublin City University, Dublin, Ireland
| | - Aoife Burke
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, Dublin City University, Dublin, Ireland
| | - Enda F. Whyte
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, Dublin City University, Dublin, Ireland
| | - Siobhán O’Connor
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, Dublin City University, Dublin, Ireland
| | - Shane Gore
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
| | - Kieran A. Moran
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, Dublin City University, Dublin, Ireland
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24
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Chen SF, Wang Y, Bing F, Zhang M. The effects of alteration in muscle activation on the iliotibial band during an exhaustive run. BMC Sports Sci Med Rehabil 2023; 15:99. [PMID: 37563654 PMCID: PMC10416503 DOI: 10.1186/s13102-023-00709-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Accepted: 07/25/2023] [Indexed: 08/12/2023]
Abstract
PURPOSE Long exhausted running causes pain at the lateral femoral epicondyle for some runners. The pain has been revealed to be related to the behavior of the iliotibial band (ITB) during running. The purpose of this study is to examine the effects of in-series musculature on the behavior of the ITB in healthy participants during an exhaustive run. METHODS Twenty-five healthy participants (15 males, 10 females) were recruited in the current study. All participants performed a 30-minute exhaustive run at a self-selected speed with laboratory-provided footwear. Muscle activities of ITB-related muscles including tensor fascia latae (TFL), gluteus maximus (Gmax), gluteus medius (Gmed), biceps femoris (BF), and vastus lateralis (VL) were recorded using surface electromyography (EMG). RESULTS Maximum amplitudes at the initial stage (the first minute), the mid stage (the 15-minute), and the end stage (the 30-minute) were compared during the exhaustive running. Significant decreases (p < 0.05) were observed in the maximum amplitudes of the TFL, Gmax, Gmed, and BF at the mid (decreased by ~ 15%) and end (decreased by ~ 30%) stages compared to the initial stage. The onset and the offset remained unaltered during the running (p ≥ 0.05). CONCLUSION The behavior of the healthy ITB might be altered due to the activities of the in-series musculature. Excessive compression forces might be applied to the lateral femoral epicondyle from the ITB to provide stability for the knee joint during an exhaustive run. The findings could provide a basic understanding of the behavior of healthy ITB.
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Affiliation(s)
- Shane Fei Chen
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, 999077, China
| | - Yan Wang
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, 999077, China
- Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen, 518057, China
- Research Institute for Sports Science and Technology, The Hong Kong Polytechnic University, Hong Kong, 999077, China
| | - Fangbo Bing
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, 999077, China
| | - Ming Zhang
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, 999077, China.
- Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen, 518057, China.
- Research Institute for Sports Science and Technology, The Hong Kong Polytechnic University, Hong Kong, 999077, China.
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25
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Skypala J, Hamill J, Sebera M, Elavsky S, Monte A, Jandacka D. Running-Related Achilles Tendon Injury: A Prospective Biomechanical Study in Recreational Runners. J Appl Biomech 2023:1-9. [PMID: 37419494 DOI: 10.1123/jab.2022-0221] [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: 08/29/2022] [Revised: 04/17/2023] [Accepted: 05/09/2023] [Indexed: 07/09/2023]
Abstract
There are relatively few running studies that have attempted to prospectively identify biomechanical risk factors associated with Achilles tendon (AT) injuries. Therefore, the aim was to prospectively determine potential running biomechanical risk factors associated with the development of AT injuries in recreational, healthy runners. At study entry, 108 participants completed a set of questionnaires. They underwent an analysis of their running biomechanics at self-selected running speed. The incidence of AT running-related injuries (RRI) was assessed after 1-year using a weekly questionnaire standardized for RRI. Potential biomechanical risk factors for the development of AT RRI injury were identified using multivariable logistic regression. Of the 103 participants, 25% of the sample (15 males and 11 females) reported an AT RRI on the right lower limb during the 1-year evaluation period. A more flexed knee at initial contact (odds ratio = 1.146, P = .034) and at the midstance phase (odds ratio = 1.143, P = .037) were significant predictors for developing AT RRI. The results suggested that a 1-degree increase in knee flexion at initial contact and midstance was associated with a 15% increase in the risk of an AT RRI, thus causing a limitation of training or a stoppage of running in runners.
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Affiliation(s)
- Jiri Skypala
- Department of Human Movement Studies, Human Motion Diagnostic Center, University of Ostrava, Ostrava,Czech Republic
| | - Joseph Hamill
- Department of Human Movement Studies, Human Motion Diagnostic Center, University of Ostrava, Ostrava,Czech Republic
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, MA,USA
| | - Michal Sebera
- Department of Human Movement Studies, Human Motion Diagnostic Center, University of Ostrava, Ostrava,Czech Republic
| | - Steriani Elavsky
- Department of Human Movement Studies, Human Motion Diagnostic Center, University of Ostrava, Ostrava,Czech Republic
| | - Andrea Monte
- Department of Human Movement Studies, Human Motion Diagnostic Center, University of Ostrava, Ostrava,Czech Republic
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona,Italy
| | - Daniel Jandacka
- Department of Human Movement Studies, Human Motion Diagnostic Center, University of Ostrava, Ostrava,Czech Republic
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26
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Gruber AH. The "impacts cause injury" hypothesis: Running in circles or making new strides? J Biomech 2023; 156:111694. [PMID: 37364393 DOI: 10.1016/j.jbiomech.2023.111694] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 06/15/2023] [Accepted: 06/18/2023] [Indexed: 06/28/2023]
Abstract
Some of the earliest biomechanics research focused on running and the ground reaction forces generated with each step. Research in running gait accelerated in the 1970's as the growing popularity in running increased attention to the musculoskeletal injuries sustained by runners. Despite decades of high-quality research, running remains the most common cause of exercise-related musculoskeletal injuries and rates of overuse running-related injuries (RRI) have not appreciably declined since the research began. One leading area of running gait research focuses on discrete variables derived from the vertical ground reaction force, such as the vertical loading rate. Across sub-disciplines of running gait research, vertical loading rate is often discussed as the primary and undisputed variable associated with RRI despite only low to moderate evidence that retrospectively or prospectively injured runners generate greater vertical loading rates than uninjured counterparts. The central thesis of this review is that relying on vertical loading rate is insufficient to establish causal mechanisms for RRI etiology. To present this argument, this review examines the history of the 'impacts cause injury' hypothesis, including a historical look at ground reaction forces in human running and the research from which this hypothesis was generated. Additionally, a synthesis of studies that have tested the hypothesis is provided and recommendations for future research are discussed. Although it is premature to reject or support the 'impacts cause injury' hypothesis, new knowledge of biomechanical risk factors for RRI will remain concealed until research departs from the current path or adopts new approaches to previous paradigms.
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Affiliation(s)
- Allison H Gruber
- The H.H. Morris Human Performance Laboratories, Department of Kinesiology, School of Public Health-Bloomington, Indiana University, Bloomington, IN, USA.
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27
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Burke A, Dillon S, O'Connor S, Whyte EF, Gore S, Moran KA. Aetiological Factors of Running-Related Injuries: A 12 Month Prospective "Running Injury Surveillance Centre" (RISC) Study. SPORTS MEDICINE - OPEN 2023; 9:46. [PMID: 37310517 DOI: 10.1186/s40798-023-00589-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 05/24/2023] [Indexed: 06/14/2023]
Abstract
BACKGROUND Running-related injuries (RRIs) are a prevalent issue for runners, with several factors proposed to be causative. The majority of studies to date are limited by retrospective study design, small sample sizes and seem to focus on individual risk factors in isolation. This study aims to investigate the multifactorial contribution of risk factors to prospective RRIs. METHODS Recreational runners (n = 258) participated in the study, where injury history and training practices, impact acceleration, and running kinematics were assessed at a baseline testing session. Prospective injuries were tracked for one year. Univariate and multivariate Cox regression was performed in the analysis. RESULTS A total of 51% of runners sustained a prospective injury, with the calf most commonly affected. Univariate analysis found previous history of injury < 1 year ago, training for a marathon, frequent changing of shoes (every 0-3 months), and running technique (non-rearfoot strike pattern, less knee valgus, greater knee rotation) to be significantly associated with injury. The multivariate analysis revealed previous injury, training for a marathon, less knee valgus, and greater thorax drop to the contralateral side to be risk factors for injury. CONCLUSION This study found several factors to be potentially causative of injury. With the omission of previous injury history, the risk factors (footwear, marathon training and running kinematics) identified in this study may be easily modifiable, and therefore could inform injury prevention strategies. This is the first study to find foot strike pattern and trunk kinematics to relate to prospective injury.
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Affiliation(s)
- Aoife Burke
- School of Health and Human Performance, Dublin City University, XG08, Lonsdale Building, Glasnevin Campus, Dublin, Ireland.
- Insight SFI Research Centre for Data Analytics, Dublin City University, Dublin, Ireland.
| | - Sarah Dillon
- School of Health and Human Performance, Dublin City University, XG08, Lonsdale Building, Glasnevin Campus, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
| | - Siobhán O'Connor
- School of Health and Human Performance, Dublin City University, XG08, Lonsdale Building, Glasnevin Campus, Dublin, Ireland
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, Dublin City University, Dublin, Ireland
| | - Enda F Whyte
- School of Health and Human Performance, Dublin City University, XG08, Lonsdale Building, Glasnevin Campus, Dublin, Ireland
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, Dublin City University, Dublin, Ireland
| | - Shane Gore
- School of Health and Human Performance, Dublin City University, XG08, Lonsdale Building, Glasnevin Campus, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
| | - Kieran A Moran
- School of Health and Human Performance, Dublin City University, XG08, Lonsdale Building, Glasnevin Campus, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, Dublin City University, Dublin, Ireland
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28
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Zeng Z, Liu Y, Wang L. Validity of IMU measurements on running kinematics in non-rearfoot strike runners across different speeds. J Sports Sci 2023; 41:1083-1092. [PMID: 37733423 DOI: 10.1080/02640414.2023.2259211] [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: 04/20/2023] [Accepted: 08/17/2023] [Indexed: 09/22/2023]
Abstract
This study aims to determine the validity of the lower extremity joint kinematics measured by inertial measurement units (IMUs) in non-rearfoot strike pattern (NRFS) runners across different speeds. Fifteen NRFS runners completed three 2-min running tests on a treadmill in random order at 8, 10 and 12 km/h, whilst data were synchronously collected using the IMU system and an optical motion capture system. Before the offset was corrected, the validity of the knee angle waveform was higher than that of the hip and ankle; after the offset was corrected, the validity increased in all three joints. The correlation between the touchdown angles in the sagittal plane measured by the two systems was relatively high after the offset was corrected. The running speed influenced the offset-corrected measurements, with higher error values at higher speeds. The IMU system was able to provide measurements of running kinematics in the sagittal plane of NRFS runners at different running speeds but was unable to reliably measure motion in the frontal and horizontal planes. Future research should analyse the 3D gait of NRFS runners under a larger range of speed conditions to provide evidentiary support for the use of IMUs in running analysis outside the laboratory.
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Affiliation(s)
- Ziwei Zeng
- Key Laboratory of Exercise and Health Sciences (Shanghai University of Sport), Ministry of Education, Shanghai, China
| | - Yue Liu
- Key Laboratory of Exercise and Health Sciences (Shanghai University of Sport), Ministry of Education, Shanghai, China
| | - Lin Wang
- Key Laboratory of Exercise and Health Sciences (Shanghai University of Sport), Ministry of Education, Shanghai, China
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29
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Scheltinga BL, Kok JN, Buurke JH, Reenalda J. Estimating 3D ground reaction forces in running using three inertial measurement units. Front Sports Act Living 2023; 5:1176466. [PMID: 37255726 PMCID: PMC10225635 DOI: 10.3389/fspor.2023.1176466] [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: 02/28/2023] [Accepted: 04/06/2023] [Indexed: 06/01/2023] Open
Abstract
To understand the mechanisms causing running injuries, it is crucial to get insights into biomechanical loading in the runners' environment. Ground reaction forces (GRFs) describe the external forces on the body during running, however, measuring these forces is usually only possible in a gait laboratory. Previous studies show that it is possible to use inertial measurement units (IMUs) to estimate vertical forces, however, forces in anterior-posterior direction play an important role in the push-off. Furthermore, to perform an inverse dynamics approach, for modelling tissue specific loads, 3D GRFs are needed as input. Therefore, the goal of this work was to estimate 3D GRFs using three inertial measurement units. Twelve rear foot strike runners did nine trials at three different velocities (10, 12 and 14 km/h) and three stride frequencies (preferred and preferred ± 10%) on an instrumented treadmill. Then, data from IMUs placed on the pelvis and lower legs were used as input for artificial neural networks (ANNs) to estimate 3D GRFs. Additionally, estimated vertical GRF from a physical model was used as input to create a hybrid machine learning model. Using different splits in validation and training data, different ANNs were fitted and assembled into an ensemble model. Leave-one-subject-out cross-validation was used to validate the models. Performance of the machine learning, hybrid machine learning and a physical model were compared. The estimated vs. measured GRF for the hybrid model had a RMSE normalized over the full range of values of 10.8, 7.8 and 6.8% and a Pearson correlation coefficient of 0.58, 0.91, 0.97 for the mediolateral direction, posterior-anterior and vertical direction respectively. Performance for the three compared models was similar. The ensemble models showed higher model accuracy compared to the ensemble-members. This study is the first to estimate 3D GRF during continuous running from IMUs and shows that it is possible to estimate GRF in posterior-anterior and vertical direction, making it possible to estimate these forces in the outdoor setting. This step towards quantification of biomechanical load in the runners' environment is helpful to gain a better understanding of the development of running injuries.
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Affiliation(s)
- Bouke L. Scheltinga
- Biomedical Signals and Systems, Faculty of Electrical Engineering, Mathematics and Computer Science (EEMCS), University of Twente, Enschede, Netherlands
- Roessingh Research and Development, Enschede, Netherlands
| | - Joost N. Kok
- Faculty of Electrical Engineering, Mathematics and Computer Science (EEMCS), University of Twente, Enschede, Netherlands
| | - Jaap H. Buurke
- Biomedical Signals and Systems, Faculty of Electrical Engineering, Mathematics and Computer Science (EEMCS), University of Twente, Enschede, Netherlands
- Roessingh Research and Development, Enschede, Netherlands
| | - Jasper Reenalda
- Biomedical Signals and Systems, Faculty of Electrical Engineering, Mathematics and Computer Science (EEMCS), University of Twente, Enschede, Netherlands
- Roessingh Research and Development, Enschede, Netherlands
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30
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Vannatta CN, Blackman T, Kernozek TW. Kinematic and muscle force asymmetry in healthy runners: How do different methods measure up? Gait Posture 2023; 103:159-165. [PMID: 37187155 DOI: 10.1016/j.gaitpost.2023.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 04/10/2023] [Accepted: 05/11/2023] [Indexed: 05/17/2023]
Abstract
BACKGROUND Comparing the performance of one leg to another is a common means of assessing running gait to help inform clinical management strategies. Various methods are employed to quantify asymmetries between limbs. However, limited data is available describing the amount of asymmetry that may be expected during running and no index has been identified as preferable for making a clinical determination of asymmetry. Therefore, this study aimed to describe amounts of asymmetry in collegiate cross-country runners and compare different methods of calculating asymmetry. RESEARCH QUESTION What can be expected as a normal amount of asymmetry in biomechanical variables in healthy runners when using different indices to quantify limb symmetry? METHODS Sixty-three (29 male and 34 female) runners participated. Running mechanics were assessed during overground running using 3D motion capture and a musculoskeletal model using static optimization to estimate muscle forces. Independent t-tests were utilized to determine statistical differences in variables between legs. Different methods of quantifying asymmetry were then compared to statistical differences between limbs to determine cut-off values and the sensitivity and specificity of each method. RESULTS A large portion of runners demonstrated asymmetry during running. Kinematic variables can be expected to have small differences (2-3 degrees) between limbs while muscle forces may show greater amounts of asymmetry. The sensitivities and specificities for each method of calculating asymmetry were similar, however, different methods led to different cut-off values for each variable investigated. SIGNIFICANCE Asymmetry can be expected between limbs during running. However, when assessing asymmetry, practitioners should consider the joint, variable, and method of calculating asymmetry when determining differences between limbs.
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Affiliation(s)
- C Nathan Vannatta
- Department of Sports Physical Therapy, Gundersen Health System, Onalaska, WI, USA; The La Crosse Institute for Movement Science, University of Wisconsin - La Crosse, La Crosse, WI, USA.
| | - Taylor Blackman
- Department of Health Professions, Physical Therapy Program, University of Wisconsin - La Crosse, La Crosse, WI, USA
| | - Thomas W Kernozek
- The La Crosse Institute for Movement Science, University of Wisconsin - La Crosse, La Crosse, WI, USA; Department of Health Professions, Physical Therapy Program, University of Wisconsin - La Crosse, La Crosse, WI, USA
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31
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Quan W, Gao L, Xu D, Zhou H, Korim T, Shao S, Baker JS, Gu Y. Simulation of Lower Limb Muscle Activation Using Running Shoes with Different Heel-to-Toe Drops Using Opensim. Healthcare (Basel) 2023; 11:healthcare11091243. [PMID: 37174785 PMCID: PMC10178672 DOI: 10.3390/healthcare11091243] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 04/06/2023] [Accepted: 04/24/2023] [Indexed: 05/15/2023] Open
Abstract
BACKGROUND Although numerous studies have been conducted to investigate the acute effects of shoe drops on running kinematics and kinetic variables, their effects on muscle forces remain unknown. Thus, the primary aim of this study was to compare the muscle force, kinematics, and kinetic variables of habitually rearfoot runners with heel-to-toe drops of negative 8 mm shoes (minimalist shoes) and positive 9 mm shoes (normal shoes) during the running stance phase by using musculoskeletal modeling and simulation techniques. METHODS Experimental data of lower limb kinematics, ground reaction force, and muscle activation from 16 healthy runners with rearfoot strike patterns were collected and analyzed in OpenSim. Using Matlab, the statistical parameter mapping paired t-test was used to compare the joint angle, moment, and muscle force waveform. RESULTS The results revealed differences in the sagittal ankle and hip angles and sagittal knee moments between the different heel-to-toe drops of running shoes. Specifically, it showed that the negative 8 mm running shoes led to significantly smaller values than the positive 9 mm running shoes in terms of the angle of ankle dorsiflexion, ankle eversion, knee flexion, hip flexion, and hip internal and hip external rotation. The peak ankle dorsiflexion moment, ankle plantarflexion moment, ankle eversion moment, knee flexion moment, knee abduction moment, and knee internal rotation also decreased obviously with the minimalist running shoes, while the lateral gastrocnemius, Achilleas tendon, and extensor hallucis longus muscles were obviously greater in the minimalist shoes compared to normal shoes. The vastus medialis, vastus lateralis and extensor digitorum longus muscles force were smaller in the minimalist shoes. CONCLUSIONS Runners may shift to a midfoot strike pattern when wearing negative running shoes. High muscle forces in the gastrocnemius lateral, Achilleas tendon, and flexor hallucis longus muscles may also indicate an increased risk of Achilleas tendonitis and ankle flexor injuries.
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Affiliation(s)
- Wenjing Quan
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China
- Department of Materials Engineering, Faculty of Engineering, University of Pannonia, H-8201 Veszprem, Hungary
| | - Linna Gao
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China
| | - Datao Xu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China
- Department of Materials Engineering, Faculty of Engineering, University of Pannonia, H-8201 Veszprem, Hungary
| | - Huiyu Zhou
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China
- School of Health and Life Sciences, University of the West of Scotland, Glasgow G72 0LH, UK
| | - Tamás Korim
- Department of Materials Engineering, Faculty of Engineering, University of Pannonia, H-8201 Veszprem, Hungary
| | - Shirui Shao
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China
| | - Julien S Baker
- Centre for Health and Exercise Science Research, Department of Sport, Physical Education and Health, Hong Kong Baptist University, Hong Kong 999077, China
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China
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32
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Desai P, Jungmalm J, Börjesson M, Karlsson J, Grau S. Effectiveness of an 18-week general strength and foam-rolling intervention on running-related injuries in recreational runners. Scand J Med Sci Sports 2023; 33:766-775. [PMID: 36630577 DOI: 10.1111/sms.14313] [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: 07/14/2022] [Revised: 12/21/2022] [Accepted: 01/05/2023] [Indexed: 01/13/2023]
Abstract
RATIONALE More research is needed to uncover the effectiveness of combined strength and foam-rolling interventions to prevent running-related injuries. OBJECTIVES To evaluate effectiveness of an 18-week general strength and foam-rolling intervention on the incidence of running-related injuries. METHOD This is an 18-week observational comparative study. A total of 433 recreational runners participated (n = 203 female). The intervention group (n = 228) performed general strength and foam-rolling exercises twice weekly for 18 weeks, the control group (n = 205) maintained their regular training habits. Running volume and running-related pain were reported weekly. Secondary analyses were performed on the subgroups of the intervention group based on compliance; low compliance (n = 100), intermediate compliance (n = 63), and high compliance (n = 65). Cumulative incidence proportions were calculated and time-to-event statistics were performed to compare survival times between groups. Univariate cox proportional hazards ratio was calculated to estimate the risk of running-related injuries at 18 weeks. RESULTS A total of 100 running-related injuries were sustained. The cumulative incidence proportion for the control and intervention groups was 27.1% (95% CI: 21.4-33.9) and 23.0% (95% CI: 17.8-29.4), respectively. No statistically significant difference was found between the overall intervention group and control group (log-rank p = 0.31). A significant difference existed between the high-compliance subgroup and the control group (log-rank p = 0.00). Highly compliant runners were 85% less likely (hazard rate ratio = 0.15; 95% CI: 0.05-0.46) to sustain an injury during the study compared with controls. CONCLUSION Recreational runners highly compliant with the intervention were 85% less likely and took on average 57 days longer to sustain a running-related injury when compared with controls, with a cumulative incidence proportion of 4.6% after 18 weeks.
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Affiliation(s)
- Pia Desai
- Department of Orthopaedics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,Center for Health and Performance, Department of Food and Nutrition and Sport Science, University of Gothenburg, Gothenburg, Sweden
| | - Jonatan Jungmalm
- Center for Health and Performance, Department of Food and Nutrition and Sport Science, University of Gothenburg, Gothenburg, Sweden
| | - Mats Börjesson
- Center for Health and Performance, Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,Sahlgrenska University Hospital/Östra, Gothenburg, Sweden
| | - Jón Karlsson
- Department of Orthopaedics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Stefan Grau
- Center for Health and Performance, Department of Food and Nutrition and Sport Science, University of Gothenburg, Gothenburg, Sweden
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Davinelli S, Intrieri M, Ali S, Righetti S, Mondazzi L, Scapagnini G, Corbi G. Omega-3 index and AA/EPA ratio as biomarkers of running-related injuries: An observational study in recreational runners. Eur J Sport Sci 2023; 23:134-142. [PMID: 34694208 DOI: 10.1080/17461391.2021.1998643] [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: 10/20/2022]
Abstract
ABSTRACTThe aim of this study was to examine the association between biomarkers of polyunsaturated fatty acids (PUFA), such as omega-3 (ω-3) index and arachidonic acid (AA; 20:4 ω-6)/eicosapentaenoic acid (EPA; 20:5ω-3) ratio (AA/EPA), and the prevalence of running-related injuries (RRI) in a cohort of recreational runners. We performed a retrospective, observational study of 275 non-elite runners (mean age: 41.20 ± 12.47 years) who were not supplemented with ω-3 fatty acids. The training characteristics and RRI were recorded over a period of 12 months through a self-reported questionnaire. Using whole blood samples collected by finger prick, PUFA were quantified by gas chromatography and ω-3 index and AA/EPA ratio measured. A total of 191 RRI cases were reported, with an injury prevalence rate of 50.9% in the overall population. The injured runners ran a significantly greater weekly distance than uninjured subjects (53.54 ± 25.27 km/week; p = 0.007). In a multivariate regression analysis, the lowest number of RRI was associated with higher values of ω-3 index (β = - 0.237; 95% CI - 0.308 to - 0.164; R2 = 0.172; p < 0.0001), while a higher AA/EPA ratio was correlated with higher number of RRI (β = 0.019; 95% CI 0.007-0.031; R2 = 0.038; p = 0.003). This study identifies ω-3 index and AA/EPA ratio as potential parameters associated with the risk of RRI. Future research is needed to confirm these results and apply specific nutritional strategies to successfully modify these biochemical variables.Trial registration: ISRCTN.org identifier: ISRCTN12847156..
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Affiliation(s)
- Sergio Davinelli
- Department of Medicine and Health Sciences "V. Tiberio", University of Molise, Campobasso, Italy
| | - Mariano Intrieri
- Department of Medicine and Health Sciences "V. Tiberio", University of Molise, Campobasso, Italy
| | - Sawan Ali
- Department of Medicine and Health Sciences "V. Tiberio", University of Molise, Campobasso, Italy
| | | | - Luca Mondazzi
- School of Clinical Nutrition, University of Milano, Milano, Italy
| | - Giovanni Scapagnini
- Department of Medicine and Health Sciences "V. Tiberio", University of Molise, Campobasso, Italy
| | - Graziamaria Corbi
- Department of Medicine and Health Sciences "V. Tiberio", University of Molise, Campobasso, Italy
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Gait asymmetry and running-related injury in female collegiate cross-country runners. Phys Ther Sport 2023; 59:1-6. [PMID: 36442351 DOI: 10.1016/j.ptsp.2022.11.001] [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: 06/17/2022] [Revised: 10/31/2022] [Accepted: 11/01/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Running biomechanics are commonly linked to injury. There is limited evidence on the effects of running speed on asymmetry and the prospective association of asymmetry and injury. The purposes of this study were to describe the degree in asymmetry in biomechanical variables commonly associated with injury, examine the effect of speed on asymmetry, and determine if there were any significant differences in pre-season measures of asymmetry between runners who went on to sustain an injury during the competitive season compared to those who remained healthy. METHODS Three-dimensional running biomechanics were obtained from twenty-two female collegiate cross-country runners at four different running speeds prior to their season. Asymmetry was quantified using the Symmetry Angle. Participants were followed over the twelve-week season and all time-loss injuries were identified. FINDINGS There was no significant effect of velocity on asymmetry. Additionally, there were no significant differences in symmetry between runners who sustained an injury (n = 7) and those that remained injury-free (n = 15) during the cross-country season. INTERPRETATION Clinicians working with runners should expect a high degree of symmetry in running biomechanics when performing gait analyses across running speeds. In regards to injury, caution should be used when linking injury to asymmetry.
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García-Arroyo J, Pacheco-da-Costa S, Molina-Rueda F, Alguacil-Diego I. Análisis de la presión plantar durante la carrera en el sitio en diferentes superficies. REVISTA INTERNACIONAL DE MEDICINA Y CIENCIAS DE LA ACTIVIDAD FÍSICA Y DEL DEPORTE 2022. [DOI: 10.15366/rimcafd2022.88.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
El objetivo de este trabajo es evaluar en 36 corredores aficionados, la fuerza y las presiones del pie sobre tres superficies comúnmente empleadas para el entrenamiento de la carrera en el sitio (césped artificial, suelo técnico de caucho y trampolín plano). Los valores de fuerza y presión se registraron mediante plantillas instrumentadas (Gebiomized® Munster, Germany). Se obtuvieron los siguientes parámetros: Fuerza máxima (N) y picos de presión (N/cm2) en 6 zonas específicas del pie.
Según los resultados, la fuerza máxima ejercida por el pie dominante en césped artificial (657 N) y en suelo técnico de caucho (692,5 N) fue significativamente superior al registrado sobre el trampolín (262 N). Respecto a la presión, la mayor parte de la presión ejercida por el pie en superficies duras (césped artificial y suelo técnico de caucho), se observó en las cabezas de los metatarsianos, mientras que en el trampolín la presión se repartió entre estas y el calcáneo.
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Jacobson L, Vannatta CN, Schuman C, Kernozek TW. An Updated Model Does Not Reveal Sex Differences in Patellofemoral Joint Stress during Running. Int J Sports Phys Ther 2022; 17:1290-1297. [PMID: 36518831 PMCID: PMC9718697 DOI: 10.26603/001c.39608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 07/25/2022] [Indexed: 10/08/2023] Open
Abstract
Background Structure-specific loading may have implications in understanding the mechanisms of running related injury. As females demonstrate a prevalence of patellofemoral pain twice that of males, this may indicate differences in patellofemoral loads between males and females. Previous works investigating differences in patellofemoral joint stress have shown conflicting results, but the models employed have not used estimates of muscle forces or sex specific contact areas. Hypothesis/Purpose The aim of this study was to examine sex differences in patellofemoral joint stress using an updated model to include estimates of quadriceps muscle force and sex-specific patellofemoral contact area. Study Design Descriptive Laboratory Study. Methods Forty-five healthy recreational runners ran at a controlled speed down a 20-meter runway. Kinetic and kinematic data were utilized to estimate muscle forces using static optimization. Quadriceps muscle force was utilized with sex-specific patellofemoral joint contact area in a two-dimensional patellofemoral joint model to estimate patellofemoral joint stress. Multivariate tests were utilized to detect sex differences in patellofemoral loading and hip and knee kinematics. Results No differences were found between sexes in measures of patellofemoral loading or quadriceps force. Females displayed a reduced knee extension moment and greater hip adduction and internal rotation than males. Conclusion The inclusion of static optimization to estimate quadriceps muscle force and sex-specific contact area of the patellofemoral joint did not reveal sex differences in patellofemoral joint stress, but differences in non-sagittal plane hip motion were detected. Therefore, two-dimensional patellofemoral models may not fully characterize differences in patellofemoral joint stress between males and females. Three-dimensional patellofemoral models may be necessary to determine if sex differences in patellofemoral joint stress exist. Level of Evidence 3b.
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Affiliation(s)
| | - C Nathan Vannatta
- Department of Sports Physical Therapy, Gundersen Health System; La Crosse Institute for Movement Science, University of Wisconsin - La Crosse
| | | | - Thomas W Kernozek
- La Crosse Institute for Movement Science, University of Wisconsin - La Crosse; Department of Health Professions, University of Wisconsin - La Crosse
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Green B, McClelland JA, Semciw AI, Schache AG, McCall A, Pizzari T. The Assessment, Management and Prevention of Calf Muscle Strain Injuries: A Qualitative Study of the Practices and Perspectives of 20 Expert Sports Clinicians. SPORTS MEDICINE - OPEN 2022; 8:10. [PMID: 35032233 PMCID: PMC8761182 DOI: 10.1186/s40798-021-00364-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 09/22/2021] [Indexed: 11/19/2022]
Abstract
Background Despite calf muscle strain injuries (CMSI) being problematic in many sports, there is a dearth of research to guide clinicians dealing with these injuries. The aim of this study was to evaluate the current practices and perspectives of a select group of international experts regarding the assessment, management and prevention of CMSI using in-depth semi-structured interviews. Results Twenty expert clinicians working in elite sport and/or clinician-researchers specialising in the field completed interviews. A number of key points emerged from the interviews. Characteristics of CMSI were considered unique compared to other muscle strains. Rigor in the clinical approach clarifies the diagnosis, whereas ongoing monitoring of calf capacity and responses to loading exposure provides the most accurate estimate of prognosis. Athlete intrinsic characteristics, injury factors and sport demands shaped rehabilitation across six management phases, which were guided by key principles to optimise performance at return to play (RTP) while avoiding subsequent injury or recurrence. To prevent CMSI, periodic monitoring is common, but practices vary and data are collected to inform load-management and exercise selection rather than predict future CMSI. A universal injury prevention program for CMSI may not exist. Instead, individualised strategies should reflect athlete intrinsic characteristics and sport demands. Conclusions Information provided by experts enabled a recommended approach to clinically evaluate CMSI to be outlined, highlighting the injury characteristics considered most important for diagnosis and prognosis. Principles for optimal management after CMSI were also identified, which involved a systematic approach to rehabilitation and the RTP decision. Although CMSI were reportedly difficult to prevent, on- and off-field strategies were implemented by experts to mitigate risk, particularly in susceptible athletes. Supplementary Information The online version contains supplementary material available at 10.1186/s40798-021-00364-0.
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Haugen T, Sandbakk Ø, Seiler S, Tønnessen E. The Training Characteristics of World-Class Distance Runners: An Integration of Scientific Literature and Results-Proven Practice. SPORTS MEDICINE - OPEN 2022; 8:46. [PMID: 35362850 PMCID: PMC8975965 DOI: 10.1186/s40798-022-00438-7] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Accepted: 03/22/2022] [Indexed: 11/23/2022]
Abstract
In this review we integrate the scientific literature and results-proven practice and outline a novel framework for understanding the training and development of elite long-distance performance. Herein, we describe how fundamental training characteristics and well-known training principles are applied. World-leading track runners (i.e., 5000 and 10,000 m) and marathon specialists participate in 9 ± 3 and 6 ± 2 (mean ± SD) annual competitions, respectively. The weekly running distance in the mid-preparation period is in the range 160–220 km for marathoners and 130–190 km for track runners. These differences are mainly explained by more running kilometers on each session for marathon runners. Both groups perform 11–14 sessions per week, and ≥ 80% of the total running volume is performed at low intensity throughout the training year. The training intensity distribution vary across mesocycles and differ between marathon and track runners, but common for both groups is that volume of race-pace running increases as the main competition approaches. The tapering process starts 7–10 days prior to the main competition. While the African runners live and train at high altitude (2000–2500 m above sea level) most of the year, most lowland athletes apply relatively long altitude camps during the preparation period. Overall, this review offers unique insights into the training characteristics of world-class distance runners by integrating scientific literature and results-proven practice, providing a point of departure for future studies related to the training and development in the Olympic long-distance events.
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Abstract
SYNOPSIS: Overuse injuries from running occur when the loading stimulus exceeds the tissue-specific loading capacity. Excessive running exposure (training errors) are important precursors to injury. Despite the intuitive relationship between loading, running volume, and injury, a definitive safe loading exposure that can reliably differentiate between injured and uninjured groups remains elusive. We propose that a singular focus on running-related factors such as gait, running surface change, sudden change in running volume, frequency of running, and acute-to-chronic workload make it difficult to identify reliable mechanisms of loadrelated running injury. Given that the accumulated loading from nonrunning exercise and physical activities of daily living can impose substantial and consequential load on the musculoskeletal system, we make the case for considering loading from all sources of physical activity as a contributor to running injury. J Orthop Sports Phys Ther 2022;52(11):705-708. Epub: 9 September 2022. doi:10.2519/jospt.2022.11288.
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40
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DeJong Lempke AF, Stephens SL, Fish PN, Thompson XD, Hart JM, Hryvniak DJ, Rodu JS, Hertel J. Sensor-based gait training to reduce contact time for runners with exercise-related lower leg pain: a randomised controlled trial. BMJ Open Sport Exerc Med 2022; 8:e001293. [PMID: 36353183 PMCID: PMC9639130 DOI: 10.1136/bmjsem-2021-001293] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/11/2022] [Indexed: 11/06/2022] Open
Abstract
Objectives To assess the effects of a 4-week randomised controlled trial comparing an outdoor gait-training programme to reduce contact time in conjunction with home exercises (contact time gait-training feedback with home exercises (FBHE)) to home exercises (HEs) alone for runners with exercise-related lower leg pain on sensor-derived biomechanics and patient-reported outcomes. Design Randomised controlled trial. Setting Laboratory and field-based study. Participants 20 runners with exercise-related lower leg pain were randomly allocated into FBHE (4 male (M), 6 female (F), 23±4 years, 22.0±4.3 kg/m2) or HE groups (3 M, 7 F, 25±5 years, 23.6±3.9 kg/m2). Interventions Both groups completed eight sessions of HEs over 4 weeks. The FBHE group received vibrotactile feedback through wearable sensors to reduce contact time during outdoor running. Primary and secondary outcome measures Patient-reported outcome measures (PROMs) and outdoor gait assessments were conducted for both groups at baseline and 4 weeks. PROMs were repeated at 6 weeks, and feedback retention was assessed at 6 weeks for the FBHE group. Repeated measures analyses of variance were used to assess the influence of group and timepoint on primary outcomes. Results The FBHE group reported increased function and recovery on PROMs beyond the HE group at 6 weeks (p<0.001). There was a significant group by time interaction for Global Rating of Change (p=0.004) and contact time (p=0.002); the FBHE group reported greater subjective improvement and reduced contact time at 4 and 6 weeks compared with the HE group and compared with baseline. The FBHE group had increased cadence (mean difference: 7 steps/min, p=0.01) at 4 weeks during outdoor running compared with baseline. Conclusion FBHE was more effective than HE alone for runners with exercise-related lower leg pain, manifested with improved PROMs, reduced contact time and increased cadence. Trial registration number NCT04270565.
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Affiliation(s)
| | | | - Pamela N Fish
- Kidney Center, Fresenius Medical Care, Knoxville, Tennessee, USA
| | | | - Joseph M Hart
- Orthopaedics, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - David J Hryvniak
- Physical Medicine & Rehabilitation, University of Virginia Medical Center, Charlottesville, Virginia, USA
| | - Jordan S Rodu
- Statistics, University of Virginia, Charlottesville, Virginia, USA
| | - Jay Hertel
- Kinesiology, University of Virginia, Charlottesville, Virginia, USA
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Miltko A, Milner CE, Powell DW, Paquette MR. The influence of surface and speed on biomechanical external loads obtained from wearable devices in rearfoot strike runners. Sports Biomech 2022:1-15. [PMID: 36217270 DOI: 10.1080/14763141.2022.2129089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 09/19/2022] [Indexed: 10/17/2022]
Abstract
External load variables such as peak tibial acceleration (PTA), peak vertical ground reaction forces (GRF) and its instantaneous vertical loading rate (IVLR) may contribute to running injuries although evidence is conflicting given the influence of training load and tissue health on injuries. These variables are influenced by footwear, speed, surface and foot strike pattern during running. The purpose of this study was to assess the influence of four surfaces and two running speeds on external load variables in rearfoot strike (RFS) runners. Twelve RFS runners (confirmed with sagittal foot contact angle) completed a 2-min running bout on a treadmill and 50-m running bouts over the three surfaces (pavement, rubber track and grass) in standardised shoes at their preferred speed and 20% faster. PTA and vertical GRFs were collected using inertial measurement units and in-shoe force insoles. No interaction or surface effects were observed (p > 0.017). The faster speed produced greater axial PTA (+19.2%; p < 0.001), resultant PTA (+20.7%; p < 0.001), peak vertical GRF (+6.6%; p = 0.002) and IVLR (+16.5%; p < 0.001). These findings suggest that surface type does not influence PTA, peak vertical GRF and IVLR but that running faster increases the magnitude of these external loads regardless of surface type in RFS runners.
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Affiliation(s)
- Adriana Miltko
- College of Health Sciences, University of Memphis, Memphis, TN, USA
| | - Clare E Milner
- Department of Physical Therapy and Rehabilitation Sciences, Drexel University, Philadelphia, PA, USA
| | - Douglas W Powell
- College of Health Sciences, University of Memphis, Memphis, TN, USA
| | - Max R Paquette
- College of Health Sciences, University of Memphis, Memphis, TN, USA
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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.
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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
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Taylor-Haas JA, Garcia MC, Rauh MJ, Peel S, Paterno MV, Bazett-Jones DM, Ford KR, Long JT. Cadence in youth long-distance runners is predicted by leg length and running speed. Gait Posture 2022; 98:266-270. [PMID: 36209689 DOI: 10.1016/j.gaitpost.2022.09.085] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 08/28/2022] [Accepted: 09/24/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Lower cadence has been previously associated with injury in long-distance runners. Variations in cadence may be related to experience, speed, and anthropometric variables. It is unknown what factors, if any, predict cadence in healthy youth long-distance runners. RESEARCH QUESTION Are demographic, anthropometric and/or biomechanical variables able to predict cadence in healthy youth long-distance runners. METHODS A cohort of 138 uninjured youth long-distance runners (M = 62, F = 76; Mean ± SD; age = 13.7 ± 2.7; mass = 47.9 ± 13.6 kg; height = 157.9 ± 14.5 cm; running volume = 19.2 ± 20.6 km/wk; running experience: males = 3.5 ± 2.1 yrs, females = 3.3 ± 2.0 yrs) were recruited for the study. Multiple linear regression (MLR) models were developed for total sample and for each sex independently that only included variables that were significantly correlated to self-selected cadence. A variance inflation factor (VIF) assessed multicollinearity of variables. If VIF≥ 5, variable(s) were removed and the MLR analysis was conducted again. RESULTS For all models, VIF was > 5 between speed and normalized stride length, therefore we removed normalized stride length from all models. Only leg length and speed were significantly correlated (p < .001) with cadence in the regression models for total sample (R2 = 51.9 %) and females (R2 = 48.2 %). The regression model for all participants was Cadence = -1.251 *Leg Length + 3.665 *Speed + 254.858. The regression model for females was Cadence = -1.190 *Leg Length + 3.705 *Speed + 249.688. For males, leg length, cadence, and running experience were significantly predictive (p < .001) of cadence in the model (R2 = 54.7 %). The regression model for males was Cadence = -1.268 *Leg Length + 3.471 *Speed - 1.087 *Running Experience + 261.378. SIGNIFICANCE Approximately 50 % of the variance in cadence was explained by the individual's leg length and running speed. Shorter leg lengths and faster running speeds were associated with higher cadence. For males, fewer years of running experience was associated with a higher cadence.
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Affiliation(s)
- Jeffery A Taylor-Haas
- Division of Occupational and Physical Therapy, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.
| | - Micah C Garcia
- Motion Analysis Lab, Division of Occupational and Physical Therapy, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States; Department of Exercise and Rehabilitation Sciences, The University of Toledo, OH, United States.
| | - Mitchell J Rauh
- Doctor of Physical Therapy Program, San Diego State University, San Diego, CA, United States.
| | - Shelby Peel
- School of Kinesiology and Nutrition, University of Southern Mississippi, Hattiesburg, MS, United States.
| | - Mark V Paterno
- Division of Occupational and Physical Therapy, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States; Division of Sports Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States.
| | - David M Bazett-Jones
- Department of Exercise and Rehabilitation Sciences, The University of Toledo, OH, United States.
| | - Kevin R Ford
- Department of Physical Therapy, Congdon School of Health Sciences, High Point University, High Point, NC, United States.
| | - Jason T Long
- Division of Occupational and Physical Therapy, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States; Motion Analysis Lab, Division of Occupational and Physical Therapy, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States; Division of Orthopaedic Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.
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Relph N, Greaves H, Armstrong R, Prior TD, Spencer S, Griffiths IB, Dey P, Langley B. Running shoes for preventing lower limb running injuries in adults. Cochrane Database Syst Rev 2022; 8:CD013368. [PMID: 35993829 PMCID: PMC9394464 DOI: 10.1002/14651858.cd013368.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
BACKGROUND Lower-limb running injuries are common. Running shoes have been proposed as one means of reducing injury risk. However, there is uncertainty as to how effective running shoes are for the prevention of injury. It is also unclear how the effects of different characteristics of running shoes prevent injury. OBJECTIVES To assess the effects (benefits and harms) of running shoes for preventing lower-limb running injuries in adult runners. SEARCH METHODS We searched the following databases: CENTRAL, MEDLINE, Embase, AMED, CINAHL Plus and SPORTDiscus plus trial registers WHO ICTRP and ClinicalTrials.gov. We also searched additional sources for published and unpublished trials. The date of the search was June 2021. SELECTION CRITERIA We included randomised controlled trials (RCTs) and quasi-RCTs involving runners or military personnel in basic training that either compared a) a running shoe with a non-running shoe; b) different types of running shoes (minimalist, neutral/cushioned, motion control, stability, soft midsole, hard midsole); or c) footwear recommended and selected on foot posture versus footwear not recommended and not selected on foot posture for preventing lower-limb running injuries. Our primary outcomes were number of people sustaining a lower-limb running injury and number of lower-limb running injuries. Our secondary outcomes were number of runners who failed to return to running or their previous level of running, runner satisfaction with footwear, adverse events other than musculoskeletal injuries, and number of runners requiring hospital admission or surgery, or both, for musculoskeletal injury or adverse event. DATA COLLECTION AND ANALYSIS Two review authors independently assessed study eligibility and performed data extraction and risk of bias assessment. The certainty of the included evidence was assessed using GRADE methodology. MAIN RESULTS We included 12 trials in the analysis which included a total of 11,240 participants, in trials that lasted from 6 to 26 weeks and were carried out in North America, Europe, Australia and South Africa. Most of the evidence was low or very low certainty as it was not possible to blind runners to their allocated running shoe, there was variation in the definition of an injury and characteristics of footwear, and there were too few studies for most comparisons. We did not find any trials that compared running shoes with non-running shoes. Neutral/cushioned versus minimalist (5 studies, 766 participants) Neutral/cushioned shoes may make little or no difference to the number of runners sustaining a lower-limb running injuries when compared with minimalist shoes (low-certainty evidence) (risk ratio (RR) 0.77, 95% confidence interval (CI) 0.59 to 1.01). One trial reported that 67% and 92% of runners were satisfied with their neutral/cushioned or minimalist running shoes, respectively (RR 0.73, 95% CI 0.47 to 1.12). Another trial reported mean satisfaction scores ranged from 4.0 to 4.3 in the neutral/ cushioned group and 3.6 to 3.9 in the minimalist running shoe group out of a total of 5. Hence neutral/cushioned running shoes may make little or no difference to runner satisfaction with footwear (low-certainty evidence). Motion control versus neutral / cushioned (2 studies, 421 participants) It is uncertain whether or not motion control shoes reduce the number of runners sustaining a lower-limb running injuries when compared with neutral / cushioned shoes because the quality of the evidence has been assessed as very low certainty (RR 0.92, 95% CI 0.30 to 2.81). Soft midsole versus hard midsole (2 studies, 1095 participants) Soft midsole shoes may make little or no difference to the number of runners sustaining a lower-limb running injuries when compared with hard midsole shoes (low-certainty of evidence) (RR 0.82, 95% CI 0.61 to 1.10). Stability versus neutral / cushioned (1 study, 57 participants) It is uncertain whether or not stability shoes reduce the number of runners sustaining a lower-limb running injuries when compared with neutral/cushioned shoes because the quality of the evidence has been assessed as very low certainty (RR 0.49, 95% CI 0.18 to 1.31). Motion control versus stability (1 study, 56 participants) It is uncertain whether or not motion control shoes reduce the number of runners sustaining a lower-limb running injuries when compared with stability shoes because the quality of the evidence has been assessed as very low certainty (RR 3.47, 95% CI 1.43 to 8.40). Running shoes prescribed and selected on foot posture (3 studies, 7203 participants) There was no evidence that running shoes prescribed based on static foot posture reduced the number of injuries compared with those who received a shoe not prescribed based on foot posture in military recruits (Rate Ratio 1.03, 95% CI 0.94 to 1.13). Subgroup analysis confirmed these findings were consistent between males and females. Therefore, prescribing running shoes and selecting on foot posture probably makes little or no difference to lower-limb running injuries (moderate-certainty evidence). Data were not available for all other review outcomes. AUTHORS' CONCLUSIONS Most evidence demonstrates no reduction in lower-limb running injuries in adults when comparing different types of running shoes. Overall, the certainty of the evidence determining whether different types of running shoes influence running injury rates was very low to low, and as such we are uncertain as to the true effects of different types of running shoes upon injury rates. There is no evidence that prescribing footwear based on foot type reduces running-related lower-limb injures in adults. The evidence for this comparison was rated as moderate and as such we can have more certainty when interpreting these findings. However, all three trials included in this comparison used military populations and as such the findings may differ in recreational runners. Future researchers should develop a consensus definition of running shoe design to help standardise classification. The definition of a running injury should also be used consistently and confirmed via health practitioners. More researchers should consider a RCT design to increase the evidence in this area. Lastly, future work should look to explore the influence of different types or running shoes upon injury rates in specific subgroups.
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Affiliation(s)
- Nicola Relph
- Faculty of Health, Social Care & Medicine, Edge Hill University, Ormskirk, UK
| | | | - Ross Armstrong
- Institute of Health, University of Cumbria, Carlisle, UK
| | - Trevor D Prior
- Podiatric Surgery, Homerton University Hospital, London, UK
| | - Sally Spencer
- Health Research Institute, Faculty of Health, Social Care & Medicine, Edge Hill University, Ormskirk, UK
| | | | - Paola Dey
- Faculty of Health, Social Care & Medicine, Edge Hill University, Ormskirk, UK
| | - Ben Langley
- Department of Sport & Physical Activity, Edge Hill University, Ormskirk, UK
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Lacey A, Whyte E, O’Keeffe S, O’Connor S, Moran K. A qualitative examination of the factors affecting the adoption of injury focused wearable technologies in recreational runners. PLoS One 2022; 17:e0265475. [PMID: 35793284 PMCID: PMC9258862 DOI: 10.1371/journal.pone.0265475] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 06/10/2022] [Indexed: 11/29/2022] Open
Abstract
Purpose Understanding the perceived efficacy and ease of use of technologies will influence initial adoption and sustained utilization. The objectives of this study were to determine the metrics deemed important by runners for monitoring running-related injury (RRI) risk, and identify the facilitators and barriers to their use of injury focused wearable technologies. Methods A qualitative focus group study was undertaken. Nine semi-structured focus groups with male (n = 13) and female (n = 14) recreational runners took place. Focus groups were audio and video recorded, and transcribed verbatim. Transcripts were thematically analysed. A critical friend approach was taken to data coding, and multiple methods of trustworthiness were executed. Results Excessive loading and inadequate recovery were deemed the most important risk factors to monitor for RRI risk. Other important factors included training activities, injury status and history, and running technique. The location and method of attachment of a wearable device, the design of a smartphone application, and receiving useful injury-related information will affect recreational runners’ adoption of injury focused technologies. Conclusions Overtraining, training-related and individual-related risk factors are essential metrics that need to be monitored for RRI risk. RRI apps should include the metrics deemed important by runners, once there is supporting evidence-based research. The difficulty and/or ease of use of a device, and receiving useful feedback will influence the adoption of injury focused running technologies. There is a clear willingness from recreational runners to adopt injury focused wearable technologies whilst running.
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Affiliation(s)
- Aisling Lacey
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin, Ireland
- * E-mail:
| | - Enda Whyte
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, School of Health and Human Performance, Dublin City University, Dublin, Ireland
| | - Sinéad O’Keeffe
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, School of Health and Human Performance, Dublin City University, Dublin, Ireland
| | - Siobhán O’Connor
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, School of Health and Human Performance, Dublin City University, Dublin, Ireland
| | - Kieran Moran
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin, Ireland
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Garcia MC, Pexa BS, Ford KR, Rauh MJ, Bazett-Jones DM. Quantification Method and Training Load Changes in High School Cross-Country Runners Across a Competitive Season. J Athl Train 2022; 57:672-677. [PMID: 34902855 PMCID: PMC9528710 DOI: 10.4085/1062-6050-523-21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT Running programs traditionally monitor external loads (eg, time and distance). Recent efforts have encouraged a more comprehensive approach to also account for internal loads (eg, intensity, measured as the session rating of perceived exertion [sRPE]). The combination of external and internal loads accounts for the possible interaction between these loads. Although weekly changes in training loads have been reported between external loads and the combination of external and internal loads during 2- and 4-week training cycles, no authors have indicated whether these differences occur during an entire cross-country season in high school runners. OBJECTIVE To compare changes in training loads, as measured by (1) external loads and (2) combined external and internal loads in high school runners during an interscholastic cross-country season. DESIGN Case series. SETTING Community-based setting with daily online surveys. PATIENTS OR OTHER PARTICIPANTS Twenty-four high school cross-country runners (females = 14, males = 10, age = 15.9 ± 1.1 years, running experience = 9.9 ± 3.2 years). MAIN OUTCOME MEASURE(S) Week-to-week percentage changes in training load were measured by external loads (time, distance) and combined external and internal loads (time × sRPE [timeRPE] and distance × sRPE [distanceRPE]). RESULTS Overall, the average weekly change was 7.1% greater for distanceRPE than for distance (P = .04, d = 0.18). When the weekly running duration decreased, we found the average weekly change was 5.2% greater for distanceRPE than for timeRPE (P = .03, d = 0.24). When the weekly running duration was maintained or increased, the average weekly change was 10% to 15% greater when external and internal loads were combined versus external loads alone, but these differences were nonsignificant (P = .11-.22, d = 0.19-0.34). CONCLUSIONS Progression in the training load may be underestimated when relying solely on external loads. The interaction between internal loads (sRPE) and external loads (distance or time) appears to provide a different measure of the training stresses experienced by runners than external loads alone.
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Affiliation(s)
- Micah C. Garcia
- College of Health and Human Services, Motion Analysis and Integrative Neurophysiology Lab, University of Toledo, OH
| | - Brett S. Pexa
- Department of Athletic Training, Congdon School of Health Sciences, High Point University, NC
| | - Kevin R. Ford
- Department of Physical Therapy, Congdon School of Health Sciences, High Point University, NC
| | - Mitchell J. Rauh
- Doctor of Physical Therapy Program, San Diego State University, CA
| | - David M. Bazett-Jones
- College of Health and Human Services, Motion Analysis and Integrative Neurophysiology Lab, University of Toledo, OH
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DeJong Lempke AF, Whitney KE, Collins SE, d'Hemecourt PA, Meehan Iii WP. Biomechanical running gait assessments across prevalent adolescent musculoskeletal injuries. Gait Posture 2022; 96:123-129. [PMID: 35642825 DOI: 10.1016/j.gaitpost.2022.05.025] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 05/05/2022] [Accepted: 05/20/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND While there is substantial information available regarding expected biomechanical adaptations associated with adult running-related injuries, less is known about adolescent gait profiles that may influence injury development. RESEARCH QUESTIONS Which biomechanical profiles are associated with prevalent musculoskeletal lower extremity injuries among adolescent runners, and how do these profiles compare across injury types and body regions? METHODS We conducted a cross-sectional study of 149 injured adolescents (110 F; 39 M) seen at a hospital-affiliated injured runner's clinic between the years 2016-2021. Biomechanical data were obtained from 2-dimensional video analyses and an instrumented treadmill system. Multivariate analyses of variance covarying for gender and body mass index were used to compare continuous biomechanical measures, and Chi-square analyses were used to compare categorical biomechanical variables across injury types and body regions. Spearman's rho correlation analyses were conducted to assess the relationship of significant outcomes. RESULTS Patients with bony injuries had significantly higher maximum vertical ground reaction forces (bony: 1.87 body weight [BW] vs. soft tissue: 1.79BW, p = 0.05), and a higher proportion of runners with contralateral pelvic drop at midstance (χ2 =5.3, p = 0.02). Maximum vertical ground reaction forces and pelvic drop were significantly yet weakly correlated (ρ = 0.20, p = 0.01). Foot strike patterns differed across injured body regions, with a higher proportion of hip and knee injury patients presenting with forefoot strike patterns (χ2 =22.0, p = 0.01). SIGNIFICANCE These biomechanical factors may represent risk factors for injuries sustained by young runners. Clinicians may consider assessing these gait adaptations when treating injured adolescent patients.
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Affiliation(s)
- Alexandra F DeJong Lempke
- Micheli Center for Sports Injury Prevention, Waltham, MA, USA; Division of Sports Medicine, Department of Orthopedics, Boston Children's Hospital, Boston, MA, USA.
| | - Kristin E Whitney
- Division of Sports Medicine, Department of Orthopedics, Boston Children's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Sara E Collins
- Micheli Center for Sports Injury Prevention, Waltham, MA, USA; Division of Sports Medicine, Department of Orthopedics, Boston Children's Hospital, Boston, MA, USA
| | - Pierre A d'Hemecourt
- Division of Sports Medicine, Department of Orthopedics, Boston Children's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - William P Meehan Iii
- Micheli Center for Sports Injury Prevention, Waltham, MA, USA; Division of Sports Medicine, Department of Orthopedics, Boston Children's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
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Šuc A, Šarko P, Pleša J, Kozinc Ž. Resistance Exercise for Improving Running Economy and Running Biomechanics and Decreasing Running-Related Injury Risk: A Narrative Review. Sports (Basel) 2022; 10:sports10070098. [PMID: 35878109 PMCID: PMC9319953 DOI: 10.3390/sports10070098] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 06/20/2022] [Accepted: 06/22/2022] [Indexed: 02/01/2023] Open
Abstract
It is well-accepted that at least a certain amount of resistance exercise (RE) is recommended for most endurance athletes. In this review, we aim to summarize the evidence regarding the effects of RE on running economy, running biomechanics, and running-related injury risk in endurance runners. The evidence robustly shows that lower limb RE is effective for improving running economy and performance, with a combination of strength and plyometric training being recommended to improve RE. Isometric training is also emerging as a possible alternative to implement during periods of high overall training load. Lower limb RE may change some aspects of joint kinematics during running; however, the evidence regarding the effects on kinetics is limited. Lower limb RE may help reduce running-related injury risk, but further evidence is needed.
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Affiliation(s)
- Anja Šuc
- Faculty of Health Sciences, University of Primorska, Polje 42, SI-6310 Izola, Slovenia; (A.Š.); (P.Š.); (J.P.)
| | - Pija Šarko
- Faculty of Health Sciences, University of Primorska, Polje 42, SI-6310 Izola, Slovenia; (A.Š.); (P.Š.); (J.P.)
| | - Jernej Pleša
- Faculty of Health Sciences, University of Primorska, Polje 42, SI-6310 Izola, Slovenia; (A.Š.); (P.Š.); (J.P.)
| | - Žiga Kozinc
- Faculty of Health Sciences, University of Primorska, Polje 42, SI-6310 Izola, Slovenia; (A.Š.); (P.Š.); (J.P.)
- Andrej Marušič Institute, University of Primorska, Muzejski trg 2, SI-6000 Koper, Slovenia
- Correspondence:
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Darch L, Chalmers S, Wiltshire J, Causby R, Arnold J. Running-induced fatigue and impact loading in runners: A systematic review and meta-analysis. J Sports Sci 2022; 40:1512-1531. [PMID: 35723671 DOI: 10.1080/02640414.2022.2089803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
This systematic review and meta-analysis aimed to synthesise and clarify the effect of running-induced fatigue on impact loading during running. Eight electronic databases were systematically searched until April 2021. Studies that analysed impact loading over the course of a run, in adult runners free of medical conditions were included. Changes in leg stiffness, vertical stiffness, shock attenuation, peak tibial accelerations, peak ground reaction forces (GRF) and loading rates were extracted. Subgroup analyses were conducted depending on whether participants were required to run to exhaustion. Thirty-six studies were included in the review, 25 were included in the meta-analysis. Leg stiffness decreased with running-induced fatigue (SMD -0.31, 95% CI -0.52, -0.08, moderate evidence). Exhaustive and non-exhaustive subgroups were different for peak tibial acceleration (Chi2 = 3.79, p = 0.05), with limited evidence from exhaustive subgroups showing an increase in peak tibial acceleration with fatigue. Findings for vertical GRF impact peak and peak braking force were conflicting based on exhaustive and non-exhaustive protocols (Chi2 = 3.83, p = 0.05 and Chi2 = 5.10, p = 0.02, respectively). Moderate evidence suggests leg stiffness during running decreases with fatigue. Given the non-linear relationship between leg stiffness and running economy, this may have implications for performance.
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Affiliation(s)
- Lachlan Darch
- Alliance for Research in Exercise, Nutrition & Activity (ARENA), Allied Health and Human Performance, University of South Australia, Adelaide, Australia
| | - Samuel Chalmers
- Alliance for Research in Exercise, Nutrition & Activity (ARENA), Allied Health and Human Performance, University of South Australia, Adelaide, Australia
| | - James Wiltshire
- Alliance for Research in Exercise, Nutrition & Activity (ARENA), Allied Health and Human Performance, University of South Australia, Adelaide, Australia
| | - Ryan Causby
- Alliance for Research in Exercise, Nutrition & Activity (ARENA), Allied Health and Human Performance, University of South Australia, Adelaide, Australia
| | - John Arnold
- Alliance for Research in Exercise, Nutrition & Activity (ARENA), Allied Health and Human Performance, University of South Australia, Adelaide, Australia
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Brindle RA, Bleakley CM, Taylor JB, Queen RM, Ford KR. Validity of estimating center of pressure during walking and running with plantar load from a three-sensor wireless insole. WEARABLE TECHNOLOGIES 2022; 3:e8. [PMID: 38486902 PMCID: PMC10936251 DOI: 10.1017/wtc.2022.5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 04/04/2022] [Accepted: 05/01/2022] [Indexed: 03/17/2024]
Abstract
The purpose of this study was to determine if estimated center of pressure (COP) from plantar force data collected using three-sensor loadsol insoles was comparable to the COP from plantar pressure data collected using pedar insoles during walking and running. Ten healthy adults walked and ran at self-selected speeds on a treadmill while wearing both a loadsol and pedar insole in their right shoe. Plantar force recorded from the loadsol was used to estimate COP along mediolateral (COPx) and anteroposterior (COPy) axes. The estimated COPx and COPy were compared with the COPx and COPy from pedar using limits of agreement and Spearman's rank correlation. There were significant relationships and agreement within 5 mm in COPx and 20 mm in COPy between loadsol and pedar at 20-40% of stance during walking and running. However, loadsol demonstrated biases of 7 mm in COPx and 10 mm in COPy compared to pedar near initial contact and toe-off.
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Affiliation(s)
- Richard A. Brindle
- Department of Physical Therapy, High Point University, High Point, North Carolina, USA
- Baylor University – Keller Army Community Hospital Division 1 Sports Physical Therapy Fellowship, United States Military Academy, West Point, New York, USA
| | - Chris M. Bleakley
- Department of Physical Therapy, High Point University, High Point, North Carolina, USA
- School of Health Sciences, Faculty of Life and Health Sciences, Ulster University, Newtownabbey, United Kingdom
| | - Jeffrey B. Taylor
- Department of Physical Therapy, High Point University, High Point, North Carolina, USA
| | - Robin M. Queen
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, Virginia, USA
| | - Kevin R. Ford
- Department of Physical Therapy, High Point University, High Point, North Carolina, USA
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