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Collins D, Carson HJ, Rylander P, Bobrownicki R. Ecological Dynamics as an Accurate and Parsimonious Contributor to Applied Practice: A Critical Appraisal. Sports Med 2024:10.1007/s40279-024-02161-7. [PMID: 39708279 DOI: 10.1007/s40279-024-02161-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/27/2024] [Indexed: 12/23/2024]
Abstract
With sport coaches adopting and working toward increasingly evidence-grounded approaches to practice, skill acquisition has appropriately become a critical area for consideration. As part of this growing interest in skill acquisition, the ecological dynamics approach has garnered attention amongst scholars and practitioners with myriad media (e.g. peer-reviewed articles, books, podcasts and social-media outputs) extolling its benefits. In doing this, however, the available guidance, advice and scholarship have typically positioned ecological dynamics as a direct competitor to existing or traditional cognitive approaches, advising against practical integration of approaches due to theoretical incompatibility. As a standalone approach, we are concerned that there are mechanistic and epistemological issues and inconsistencies that prevent experimental comparisons and limit its applicability, novelty and capability to comprehensively address real-world athlete and coach needs. Based on this, in this Current Opinion paper, we lay out these concerns and critically examine the clarity, coherence and consistency of the approach and its associated literature. In concluding, we also suggest that a more evidence-based and mechanistically driven approach that draws upon a wider set of theoretical perspectives can offer greater benefit to athletes, coaches and practitioners in real-world sport.
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Affiliation(s)
- Dave Collins
- Human Performance Science Research Group, Institute for Sport, Physical Education and Health Sciences, The University of Edinburgh, Edinburgh, UK.
- Grey Matters Performance Ltd, Stratford-Upon-Avon, UK.
- School of Health and Human Performance, Dublin City University, Dublin, Ireland.
| | - Howie J Carson
- Human Performance Science Research Group, Institute for Sport, Physical Education and Health Sciences, The University of Edinburgh, Edinburgh, UK
| | - Pär Rylander
- Department of Food and Nutrition and Sport Science, University of Gothenburg, Gothenburg, Sweden
| | - Ray Bobrownicki
- Human Performance Science Research Group, Institute for Sport, Physical Education and Health Sciences, The University of Edinburgh, Edinburgh, UK
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Lally E, Ericksen H, Mach M, Earl-Boehm J. Movement Quality Assessment of Army Reserve Officers' Training Corps Cadets: A Report of Validity and Normative Data. Mil Med 2024; 189:e2537-e2544. [PMID: 38829677 DOI: 10.1093/milmed/usae266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 03/28/2024] [Accepted: 05/06/2024] [Indexed: 06/05/2024] Open
Abstract
INTRODUCTION Movement quality screening in early-career military populations, like Army Reserve Officers' Training Corps (AROTC) cadets, could decrease the negative impact of musculoskeletal injury observed within the military. Movement quality screening techniques should be valid before being pursued in the field. Normative data describing movement quality of AROTC cadets are also needed. Therefore, the aims of this study were to determine criterion validity of several movement quality assessments and report normative jump-landing kinematics of AROTC cadets. MATERIALS AND METHODS This cross-sectional research was approved by the Institutional Review Board. As part of a larger study, 20 AROTC cadets (21.3 ± 3.4 years; 1.7 ± 0.1 m; 73.8 ± 14.8 kg) had 3-dimensional (3D) and 2-dimensional (2D) kinematic data collected simultaneously while performing a jump-landing task. Variables of interest were 3D hip and knee sagittal, frontal, and transverse joint angles at maximum knee flexion. An experienced rater calculated sagittal and frontal 2D joint angles at maximum knee flexion. Averages of 2D and 3D angles were calculated to describe normative data and for further data analysis. Bivariate correlations between 3D and 2D variables were used to determine criterion validity. RESULTS Moderate correlations were found between 2D and 3D hip frontal plane angles (P = .05, r =-0.33), 2D and 3D knee sagittal plane angles (P = .04, r = 0.35), and 2D and 3D knee frontal plane angles (P = .03, r = -0.36). Normative values of knee and hip kinematics demonstrated averages of 17.58° of knee adduction, 16.48° of knee external rotation, 11.57° of hip abduction, 10.76° of hip internal rotation, and 103.47° of knee flexion during landings. However, ranges demonstrated that landing patterns vary within AROTC cadets. CONCLUSIONS The normative values of 3D jump-landing kinematic data indicate that movement quality varies greatly within AROTC cadets, and some cadets display potentially injurious movements. Therefore, screening movement quality could be beneficial to determine musculoskeletal injury risk in AROTC cadets. Based on the correlations discovered in this study, we recommend the 2D techniques used in this study be researched further as they may serve as alternatives to expensive, timely 3D techniques that could be better utilized in military environments.
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Affiliation(s)
- Erin Lally
- Department of Health and Human Performance, Jowers Center, Texas State University, San Marcos, TX 78666, USA
| | - Hayley Ericksen
- Department of Kinesiology, McCormick Hall, Illinois State University, Normal, IL 61761, USA
| | - Madison Mach
- Department of Kinesiology, Klotsche Center, University of Wisconsin-Milwaukee, Milwaukee, WI 53211, USA
| | - Jennifer Earl-Boehm
- Department of Kinesiology, Klotsche Center, University of Wisconsin-Milwaukee, Milwaukee, WI 53211, USA
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Rikken KT, Panneman T, Vercauteren F, Gokeler A, Benjaminse A. Increased Visual Attentional Demands Alter Lower Extremity Sidestep Cutting Kinematics in Male Basketball Players. Int J Sports Phys Ther 2024; 19:1304-1313. [PMID: 39502550 PMCID: PMC11534173 DOI: 10.26603/001c.124804] [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: 07/31/2024] [Accepted: 10/08/2024] [Indexed: 11/08/2024] Open
Abstract
Background In basketball, changing direction is one of the primary mechanisms of anterior cruciate ligament (ACL) injury, often occurring within complex game situations with high cognitive demands. It is unknown how visual attention affects sidestep cutting kinematics during the entire energy absorption phase of the cut in an ecologically valid environment. Purpose The purpose of this research was to study the effect of added cognitive load, in the form of increased visual attentional demands, on sidestep cutting kinematics during the energy absorption phase of the cut in an ecologically valid environment. Study Design Crossover Study. Methods Fifteen male basketball players (aged 22.1 ± 2.3) performed ten sidestep cutting movements without (BASE) and with (VIS) a visual attention dual task. 3D kinematics of the hip, knee and ankle were recorded utilizing Xsens IMU motion capture. Temporal kinematics were analyzed using Statistical Parametric Mapping. Discrete time point kinematics were additionally analyzed at initial contact (IC) and at peak knee flexion utilizing paired t-tests. Effect sizes were calculated. Results Hip flexion was significantly reduced in the VIS condition compared to the BASE condition (p<0.01), including at IC (VIS 35.0° ± 7.2°, BASE 40.7° ± 4.9°, p=0.02, d=0.92) and peak (VIS 37.8° ± 9.7°, BASE 45.5° ± 6.9°, p=0.001, d=0.90). Knee flexion was significantly reduced in the VIS condition, in comparison to the BASE condition (p<0.01), at peak (VIS 59.9° ± 7.5°, BASE 64.1° ± 7.4°, p=0.001, d=0.55). Conclusion The addition of visual attention during sidestep cutting altered lower limb kinematics, which may increase ACL injury risk. It is suggested that ACL injury risk screening and prevention should include sidestep cutting with visual attentional demands, in order to mimic the cognitive demands of the sports environment. Level of Evidence 3.
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Affiliation(s)
- Koen T.H. Rikken
- a. Department of Human Movement Sciences, University Medical Center GroningenUniversity of Groningen
| | - Tom Panneman
- a. Department of Human Movement Sciences, University Medical Center GroningenUniversity of Groningen
| | - Fabian Vercauteren
- a. Department of Human Movement Sciences, University Medical Center GroningenUniversity of Groningen
| | - Alli Gokeler
- Exercise and Neuroscience unit, Department Exercise & Health, Faculty of SciencePaderborn University
| | - Anne Benjaminse
- Department of Human Movement Sciences, University Medical Center GroningenUniversity of Groningen
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Grooms DR, Bizzini M, Silvers-Granelli H, Benjaminse A. Neurocognitive & Ecological Motor Learning Considerations for the 11+ ACL Injury Prevention Program: A Commentary. Int J Sports Phys Ther 2024; 19:1362-1372. [PMID: 39502553 PMCID: PMC11534168 DOI: 10.26603/001c.123956] [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: 08/25/2024] [Accepted: 09/23/2024] [Indexed: 11/08/2024] Open
Abstract
The 11+ is a structured warm-up program designed to prevent injuries in soccer players, but has proven efficacy in many populations, settings and sports. It consists of 15 exercises that target the most common injury sites, such as the knee, ankle, and groin. However, the implementation and adherence of the 11+ remain suboptimal, and recent compelling data indicates underlying mechanisms of injury risk related to neural control of movement may not be adequately targeted. Updates to the 11+ considering practical implications of neurocognitive and ecological motor learning may be warranted for coaches and practitioners. We review the evidence on how an updated 11+ may influence the cognitive and perceptual processes involved in motor control and learning, such as attention, anticipation, decision making, and feedback. How the 11+ can be adapted to the ecological constraints and affordances of the football (soccer) environment is also discussed, including the task, the individual, and the context. By considering these factors, the 11+ can be more effective, engaging, and enjoyable for the players, and thus improve its adoption and compliance. The 11+ has the capability to not only a physical warm-up, but also a neurocognitive and ecological preparation for the game. Therefore, the purpose of this manuscript is to describe the conceptual design of a new ecological neurocognitively enriched 11+, that builds on the strong foundation of the original intervention with considerations for the newly discovered potential neural control of movement risk factors.
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Affiliation(s)
- Dustin R. Grooms
- Ohio Musculoskeletal & Neurological Institute & The Department of Physical TherapyOhio University
| | | | | | - Anne Benjaminse
- Department of Human Movement SciencesUniversity Medical Center Groningen
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Gokeler A, Zandbergen MA, Hoogeslag RAG, Houten Van AV, Nijmeijer EM, Heuvelmans P. Neurocognitive demands reduce jump distance and coordination variability of the injured leg in athletes after anterior cruciate ligament reconstruction. Knee Surg Sports Traumatol Arthrosc 2024. [PMID: 39189158 DOI: 10.1002/ksa.12439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 08/05/2024] [Accepted: 08/05/2024] [Indexed: 08/28/2024]
Abstract
PURPOSE The study aimed to evaluate the impact of neurocognitive reliance on jump distance and lower extremity kinematics in individuals who had undergone anterior cruciate ligament reconstruction (ACLR). This was achieved by comparing hop performance under standard and neurocognitive conditions. METHODS Thirty-two patients after ACLR and 32 healthy controls (CTRL) participated. Both groups performed a single-leg hop for distance (SLHD) and two neurocognitive hop tests, each designed to evaluate distinct aspects of neurocognition. The neurocognitive tests included the reaction SLHD (R-SLHD), measuring reaction to a central stimulus and working memory SLHD (WM-SLHD) assessing response to a memorized stimulus amidst distractor stimuli. Distances were assessed for the three-hop tests. In addition, joint kinematics were collected to calculate lower extremity coordination of the lower extremity. SLHD performance was defined as the mean hop distance per condition per leg for each participant and was analyzed using a mixed ANOVA with condition and leg as the within-subjects factors and the group (ACLR or CTRL) as the between-subjects factor. Differences in joint coordination variability were analyzed using two-sample t-test statistical parametric mapping (SPM) with linear regression. RESULTS The WM-SLHD resulted in a significantly decreased jump distance compared with the standard hop test both for ACLR and CTRL. Furthermore, the leg difference within the ACLR group increased under higher cognitive load as tested with the WM-SLHD, indicating leg-specific adaptations in lower extremity coordination. CONCLUSIONS Neurocognitive single-leg hop tests resulted in reduced jump distance in CTRL and ACLR. The neurocognitive hop test revealed changes in coordination variability for the CTRL and the uninjured leg of ACLR individuals, whereas the injured leg's coordination variability remained unaltered, suggesting persistent cognitive control of movements post-ACLR. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
- Alli Gokeler
- Department of Exercise & Health, Exercise Science and Neuroscience, Paderborn, Germany
- Faculty of Health, Amsterdam University of Applied Sciences, Amsterdam, the Netherlands
- Department of Public and Occupational Health, Amsterdam Movement Sciences, Amsterdam Collaboration on Health and Safety in Sports, Amsterdam, the Netherlands
| | - Marit A Zandbergen
- Center for Orthopaedic Surgery and Sports Medicine OCON, Hengelo, the Netherlands
| | - Roy A G Hoogeslag
- Center for Orthopaedic Surgery and Sports Medicine OCON, Hengelo, the Netherlands
| | | | - Eline M Nijmeijer
- Center for Human Movement Sciences, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Pieter Heuvelmans
- Department of Exercise & Health, Exercise Science and Neuroscience, Paderborn, Germany
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Benjaminse A, Nijmeijer EM, Gokeler A, Broekhaar DC, Cortes N. Motivation Unraveled: Giving Choice to Football Players to Improve Anterior Cruciate Ligament Injury Prevention. J Strength Cond Res 2024:00124278-990000000-00537. [PMID: 39178101 DOI: 10.1519/jsc.0000000000004912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/25/2024]
Abstract
ABSTRACT Benjaminse, A, Nijmeijer, EM, Gokeler, A, Broekhaar, DC, and Cortes, N. Motivation unraveled: giving choice to football players to improve anterior cruciate ligament injury prevention. J Strength Cond Res XX(X): 000-000, 2024-Providing athletes some control over a training session facilitates motor skill acquisition. This is a promising concept to use in anterior cruciate ligament (ACL) injury prevention, as the key for risk reduction is to improve quality of movement. The goal of this study was to better understand why improved motor learning occurred when football players had the opportunity to choose when to receive feedback when practicing sidestep cutting (SSC) movements. Healthy male recreational football players (n = 22, 22.9 ± 1.7 years, 185.5 ± 7.2 cm, 79.3 ± 9.2 kg) were included and assigned to the self-control (SC) or the yoked (YK) group. The players performed anticipated and unanticipated SSC. They received video instructions and were instructed to "copy the movement of the model to the best of their ability." During the training blocks, the SC group could ask for feedback, whereas the YK group could not. Cutting movement assessment scores (CMAS) were measured to test quality of movement and the Intrinsic Motivation Inventory was administered to measure constructs of motivation. In the anticipated condition, SC group showed better scores in immediate post and the retention test compared with pretest (p < 0.001), whereas the YK group showed worse scores in the retention test compared with immediate posttest (p = 0.001). Perceived competence (p = 0.017) and self-efficacy (p = 0.032) were consistent factors that correlated with improved CMAS in the SC group. This has given us innovative insights into underlying mechanisms optimizing the quality of movement, necessary to improve current ACL injury prevention approaches.
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Affiliation(s)
- Anne Benjaminse
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Eline M Nijmeijer
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Alli Gokeler
- Exercise Science and Neuroscience Unit, Department of Exercise and Health, Paderborn University, Paderborn, Germany
- Faculty of Health, Master Performance Sport and Health, Amsterdam University of Applied Sciences, Amsterdam, the Netherlands
| | - Dara C Broekhaar
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Nelson Cortes
- School of Sport, Rehabilitation and Exercise Sciences, University of Essex, Colchester, United Kingdom; and
- Department of Bioengineering, George Mason University, Fairfax, Virginia
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Nijmeijer EM, Kempe M, Elferink-Gemser MT, Benjaminse A. Observe, Practice, and Improve? Enhancing Sidestep Cutting Execution in Talented Female Soccer Players: A Four-Week Intervention Program With Video Instruction. J Strength Cond Res 2024; 38:e430-e439. [PMID: 38662706 PMCID: PMC11286158 DOI: 10.1519/jsc.0000000000004796] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
ABSTRACT Nijmeijer, EM, Kempe, M, Elferink-Gemser, MT, and Benjaminse A. Observe, practice and improve? Enhancing sidestep cutting (SSC) execution in talented female soccer players: A four-week intervention program with video instruction. J Strength Cond Res 38(8): e430-e439, 2024-Implicit learning has the potential to improve movement execution and reduce injury risk. Previous research showed beneficial effects of short-term interventions with implicit learning in male athletes. However, research on long-term interventions in female athletes is lacking. The aim of this study was to examine the effects of a 4-week intervention with video instruction on movement execution of SSC, a task that is highly related with anterior cruciate ligament (ACL) injury risk, in female athletes. Twenty talented adolescent female soccer players were part of the control (CTRL, n = 10) or video instruction (VIDEO, n = 10) group. All subjects practiced 4 weeks and received general task instructions. In addition, the VIDEO group received expert video instruction during practice. Lower extremity kinematics and kinetics and vertical ground reaction force of SSC were examined during baseline, immediate post, and 1-week retention tests. After nonlinear registration, differences between each subject and the expert she had seen were determined. These differences were analyzed with SPM1D 2-way ANOVA. No interaction effects between time and group were found ( p > 0.05). Main effects of time were found in the frontal plane. In particular, smaller deviations of subjects compared with the seen expert of the knee adduction ( p = 0.005, 97.9-100% stance phase [SP]) and hip abduction ( p = 0.005, 11.5-13.8% SP) and adduction ( p < 0.001, 33.4-87.7% SP) moments were found in immediate post compared with baseline. These frontal plane short-term improvements, replicating earlier findings in both sexes, may lower ACL injury risk. The large observed interindividual differences over time may have concealed the long-term effects of video instruction at the group level.
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Affiliation(s)
- Eline M Nijmeijer
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
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Benjaminse A, Nijmeijer EM, Gokeler A, Di Paolo S. Application of Machine Learning Methods to Investigate Joint Load in Agility on the Football Field: Creating the Model, Part I. SENSORS (BASEL, SWITZERLAND) 2024; 24:3652. [PMID: 38894442 PMCID: PMC11175175 DOI: 10.3390/s24113652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 05/31/2024] [Accepted: 06/03/2024] [Indexed: 06/21/2024]
Abstract
Laboratory studies have limitations in screening for anterior cruciate ligament (ACL) injury risk due to their lack of ecological validity. Machine learning (ML) methods coupled with wearable sensors are state-of-art approaches for joint load estimation outside the laboratory in athletic tasks. The aim of this study was to investigate ML approaches in predicting knee joint loading during sport-specific agility tasks. We explored the possibility of predicting high and low knee abduction moments (KAMs) from kinematic data collected in a laboratory setting through wearable sensors and of predicting the actual KAM from kinematics. Xsens MVN Analyze and Vicon motion analysis, together with Bertec force plates, were used. Talented female football (soccer) players (n = 32, age 14.8 ± 1.0 y, height 167.9 ± 5.1 cm, mass 57.5 ± 8.0 kg) performed unanticipated sidestep cutting movements (number of trials analyzed = 1105). According to the findings of this technical note, classification models that aim to identify the players exhibiting high or low KAM are preferable to the ones that aim to predict the actual peak KAM magnitude. The possibility of classifying high versus low KAMs during agility with good approximation (AUC 0.81-0.85) represents a step towards testing in an ecologically valid environment.
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Affiliation(s)
- Anne Benjaminse
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, 9713 AV Groningen, The Netherlands;
| | - Eline M. Nijmeijer
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, 9713 AV Groningen, The Netherlands;
| | - Alli Gokeler
- Exercise Science and Neuroscience Unit, Department of Exercise & Health, Faculty of Science, Paderborn University, 33098 Paderborn, Germany;
| | - Stefano Di Paolo
- Orthopedic and Traumatologic Clinic II, IRCCS, Istituto Ortopedico Rizzoli, 40136 Bologna, Italy;
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Welling W. Return to sports after an ACL reconstruction in 2024 - A glass half full? A narrative review. Phys Ther Sport 2024; 67:141-148. [PMID: 38749349 DOI: 10.1016/j.ptsp.2024.05.001] [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: 04/24/2024] [Revised: 05/08/2024] [Accepted: 05/09/2024] [Indexed: 06/10/2024]
Abstract
A successful return to sports (RTS) after an anterior cruciate ligament reconstruction (ACLR) is multifactorial, and therefore difficult and challenging. Unfortunately, low percentages of patients RTS, and for those who succeed, one-fifth of patients will sustain a second ACL injury. Over the past years, test batteries were developed to assess whether patients can RTS with a low risk for a second ACL injury risk. Low rates of patients who meet RTS criteria were found, coupled with the insufficiency of current RTS test batteries in predicting second ACL injuries suggesting poor sensitivity. The result of an RTS test is likely to reflect the content of a rehabilitation program, raising critical questions regarding what we are offering patients within the rehabilitation programme. Are we preparing our patients well enough for the high demands of complex situations within pivoting team sports? This narrative review offers insights from key lessons of the last 15 years on 1) RTS testing, 2) the content of rehabilitation, and 3) the RTS continuum, all from a "helicopter perspective".
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Affiliation(s)
- Wouter Welling
- Pro-F Fysiotherapie, Kotkampweg 65, 7531 AS, Enschede, the Netherlands; University of Groningen, University Medical Center Groningen, Center for Human Movement Science, A. Deusinglaan 1, 9713 AV, Groningen, the Netherlands.
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Heuvelmans P, Di Paolo S, Benjaminse A, Bragonzoni L, Gokeler A. Relationships Between Task Constraints, Visual Constraints, Joint Coordination and Football-Specific Performance in Talented Youth Athletes: An Ecological Dynamics Approach. Percept Mot Skills 2024; 131:161-176. [PMID: 37948538 PMCID: PMC10863366 DOI: 10.1177/00315125231213124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
Individual performance in team sports is a multifactorial reflection of how well a player can cope and accomplish tasks in varied playing situations. Thus, performance analysis should not only focus on outcomes, but also on underlying mechanisms of those outcomes. We adopted principles of the ecological dynamics approach (EDA) to investigate the effect of introducing constraints on players' joint coordination responses for a football-specific performance drill outcome. Seventeen talented youth football (soccer) players performed a football-specific drill under different conditions: basic constraints, additional defender dummies, stroboscopic glasses, and a combination of the latter two constraints. We recorded these players' execution time, passing accuracy, and lower extremity joint kinematics. We calculated joint coordination for hip-knee, knee-ankle, and trunk-hip couplings. The added constraints negatively affected execution time and passing accuracy, and caused changes in joint coordination. Furthermore, we identified a relationship between execution time and joint coordination. This study serves as an example how the EDA can be adopted to investigate mechanisms that underlie individual performance in team sports.
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Affiliation(s)
- Pieter Heuvelmans
- Exercise Science and Neuroscience Unit, Department of Exercise & Health, Faculty of Science, Paderborn University, Paderborn, Germany
| | - Stefano Di Paolo
- Department for Life Quality Studies, University of Bologna, Bologna, Italy
| | - Anne Benjaminse
- Department of Human Movement Sciences, Faculty of Medical Sciences, University of Groningen, Groningen, the Netherlands
- School of Sport Studies, Hanze University Groningen, Groningen, the Netherlands
| | - Laura Bragonzoni
- Department for Life Quality Studies, University of Bologna, Bologna, Italy
| | - Alli Gokeler
- Exercise Science and Neuroscience Unit, Department of Exercise & Health, Faculty of Science, Paderborn University, Paderborn, Germany
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Nijmeijer EM, Elferink-Gemser MT, McCrory S, Cortes N, Benjaminse A. How to improve movement execution in sidestep cutting? Involve me and I will learn. Hum Mov Sci 2023; 90:103115. [PMID: 37329711 DOI: 10.1016/j.humov.2023.103115] [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: 06/03/2022] [Revised: 03/29/2023] [Accepted: 06/01/2023] [Indexed: 06/19/2023]
Abstract
Providing choices, i.e., autonomy, to athletes during practice increases intrinsic motivation and positively influences the motor learning process. The effects of autonomy on the timing of feedback (self-controlled timing of feedback) when optimizing the movement execution of sidestep cutting (SSC), a task that is highly related with ACL injury risk, are unknown. The aim of this study was to investigate the effect of self-controlled timing of video and EF-feedback on movement execution of SSC in team sport athletes. Thirty healthy ball team sport athletes (22.9 ± 1.7 years, 185.5 ± 7.2 cm, 79.3 ± 9.2 kg) were recruited from local sports clubs. Participants were alternately assigned to the self-control (SC) or the yoked (YK) group based on arrival and performed five anticipated and five unanticipated 45° SSC trials as pre-, immediate-post and one-week retention test. Movement execution was measured with the Cutting Movement Assessment Score (CMAS). Training consisted of three randomized 45° SSC conditions: one anticipated and two unanticipated conditions. All participants received expert video instructions and were instructed to 'try to do your best in copying the movement of the expert'. The SC group was allowed to request feedback whenever they wanted during training. The feedback consisted of 1) CMAS score, 2) posterior and sagittal videos of the last trial and 3) an external focus verbal cue on how to improve their execution. The participants were told to lower their score and they knew the lower the score, the better. The YK group received feedback after the same trial on which their matched participant in the SC group had requested feedback. Data of twenty-two participants (50% in SC group) was analyzed. Pre-test and training CMAS scores between groups were equal (p > 0.05). In the anticipated condition, the SC group (1.7 ± 0.9) had better CMAS scores than the YK group (2.4 ± 1.1) at the retention test (p < 0.001). Additionally, in the anticipated condition, the SC group showed improved movement execution during immediate-post (2.0 ± 1.1) compared to pre-test (3.0 ± 1.0), which was maintained during retention (p < 0.001). The YK group also improved in the anticipated condition during immediate-post (1.8 ± 1.1) compared to pre-test (2.6 ± 1.0) (p < 0.001) but showed decreased movement execution during retention compared to immediate-post test (p = 0.001). In conclusion, self-controlled timing of feedback resulted in better learning and greater improvements in movement execution compared to the control group in the anticipated condition. Self-controlled timing of feedback seems beneficial in optimizing movement execution in SSC and is advised to be implemented in ACL injury prevention programs.
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Affiliation(s)
- Eline M Nijmeijer
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands.
| | - Marije T Elferink-Gemser
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands.
| | - Stuart McCrory
- Sports Medicine, Assessment, Research & Testing (SMART) Laboratory, School of Kinesiology, George Mason University, 9100 Freedom Center Blvd, Manassas, VA 20110, USA.
| | - Nelson Cortes
- School of Sport, Rehabilitation, and Exercise Science, University of Essex, Colchester CO4 3WA, United Kingdom of Great Britain and Northern Ireland; Department of Bioengineering, George Mason University, 4400 University Drive, Fairfax, VA 22030, USA.
| | - Anne Benjaminse
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands; School of Sport Studies, Hanze University of Applied Sciences, Zernikeplein 17, 9747 AS Groningen, The Netherlands.
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Di Paolo S, Nijmeijer EM, Bragonzoni L, Gokeler A, Benjaminse A. Definition of High-Risk Motion Patterns for Female ACL Injury Based on Football-Specific Field Data: A Wearable Sensors Plus Data Mining Approach. SENSORS (BASEL, SWITZERLAND) 2023; 23:s23042176. [PMID: 36850776 PMCID: PMC9961558 DOI: 10.3390/s23042176] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 02/09/2023] [Accepted: 02/14/2023] [Indexed: 05/30/2023]
Abstract
The aim of the present study was to investigate if the presence of anterior cruciate ligament (ACL) injury risk factors depicted in the laboratory would reflect at-risk patterns in football-specific field data. Twenty-four female footballers (14.9 ± 0.9 year) performed unanticipated cutting maneuvers in a laboratory setting and on the football pitch during football-specific exercises (F-EX) and games (F-GAME). Knee joint moments were collected in the laboratory and grouped using hierarchical agglomerative clustering. The clusters were used to investigate the kinematics collected on field through wearable sensors. Three clusters emerged: Cluster 1 presented the lowest knee moments; Cluster 2 presented high knee extension but low knee abduction and rotation moments; Cluster 3 presented the highest knee abduction, extension, and external rotation moments. In F-EX, greater knee abduction angles were found in Cluster 2 and 3 compared to Cluster 1 (p = 0.007). Cluster 2 showed the lowest knee and hip flexion angles (p < 0.013). Cluster 3 showed the greatest hip external rotation angles (p = 0.006). In F-GAME, Cluster 3 presented the greatest knee external rotation and lowest knee flexion angles (p = 0.003). Clinically relevant differences towards ACL injury identified in the laboratory reflected at-risk patterns only in part when cutting on the field: in the field, low-risk players exhibited similar kinematic patterns as the high-risk players. Therefore, in-lab injury risk screening may lack ecological validity.
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Affiliation(s)
- Stefano Di Paolo
- Department for Life Quality Studies, University of Bologna, 40136 Bologna, Italy
| | - Eline M. Nijmeijer
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, 9713 AV Groningen, The Netherlands
| | - Laura Bragonzoni
- Department for Life Quality Studies, University of Bologna, 40136 Bologna, Italy
| | - Alli Gokeler
- Exercise and Neuroscience Unit, Department Exercise & Health, Faculty of Science, University of Paderborn, 33098 Paderborn, Germany
- Amsterdam Collaboration for Health and Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Sciences, VU University Medical Center, 1081 HZ Amsterdam, The Netherlands
- Faculty of Health, Amsterdam University of Applied Sciences, 1091 GC Amsterdam, The Netherlands
| | - Anne Benjaminse
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, 9713 AV Groningen, The Netherlands
- School of Sport Studies, Hanze University Groningen, 9747 AS Groningen, The Netherlands
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Gokeler A, Grassi A, Hoogeslag R, van Houten A, Bolling C, Buckthorpe M, Norte G, Benjaminse A, Heuvelmans P, Di Paolo S, Tak I, Villa FD. Return to sports after ACL injury 5 years from now: 10 things we must do. J Exp Orthop 2022; 9:73. [PMID: 35907095 PMCID: PMC9339063 DOI: 10.1186/s40634-022-00514-7] [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: 04/23/2022] [Accepted: 07/19/2022] [Indexed: 11/11/2022] Open
Abstract
Background The outcome after ACL reconstruction (ACLR) is in general disappointing with unacceptable number of athletes that do not return to pre-injury level of sports, high re-injury rates, early development of osteoarthritis and shorter careers. Athletes after ACLR have high expectation to return to sports which is in contrast with the current outcomes. The aim of this manuscript is to present an overview of factors that are needed to be incorporated and to personalize the rehabilitation process for an athlete who has undergone an ACLR. Level of evidence 4.
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Affiliation(s)
- Alli Gokeler
- Centre for Orthopaedic Surgery and Sports Medicine OCON, Hengelo, The Netherlands. .,Department of Public and Occupational Health, Amsterdam Movement Sciences, Amsterdam Collaboration On Health and Safety in Sports, Amsterdam UMC, Amsterdam, Netherlands. .,Department Exercise and Health, Faculty of Science, Exercise Science and Neuroscience, Paderborn University, Paderborn, Germany.
| | | | - Roy Hoogeslag
- Centre for Orthopaedic Surgery and Sports Medicine OCON, Hengelo, The Netherlands
| | - Albert van Houten
- Centre for Orthopaedic Surgery and Sports Medicine OCON, Hengelo, The Netherlands
| | - Caroline Bolling
- Department of Public and Occupational Health, Amsterdam Movement Sciences, Amsterdam Collaboration On Health and Safety in Sports, Amsterdam UMC, Amsterdam, Netherlands
| | - Matthew Buckthorpe
- Allied Health and Performance Science, St Mary's University, Twickenham, London, England
| | - Grant Norte
- Exercise Science Program, School of Exercise and Rehabilitation Sciences, University of Toledo, Toledo, USA
| | - Anne Benjaminse
- Center for Human Movement Sciences, University of Groningen, University Medical Center Groningen, Groningen, Netherlands.,School of Sport Studies, Hanze University Groningen, Groningen, the Netherlands
| | - Pieter Heuvelmans
- Department Exercise and Health, Faculty of Science, Exercise Science and Neuroscience, Paderborn University, Paderborn, Germany
| | - Stefano Di Paolo
- Dipartimento Di Scienze Biomediche E Neuromotorie DIBINEM, Università Di Bologna, Bologna, BO, Italy
| | - Igor Tak
- Department of Public and Occupational Health, Amsterdam Movement Sciences, Amsterdam Collaboration On Health and Safety in Sports, Amsterdam UMC, Amsterdam, Netherlands.,Sports Physical, Therapy Clinic Fysiotherapie Utrecht Oost, Utrecht, The Netherlands
| | - Francesco Della Villa
- Education and Research Department, Isokinetic Medical Group, FIFA Medical Center of Excellence, Bologna, Italy
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Heuvelmans P, Benjaminse A, Bolt R, Baumeister J, Otten E, Gokeler A. Concurrent validation of the Noraxon MyoMotion wearable inertial sensors in change-of-direction and jump-landing tasks. Sports Biomech 2022:1-16. [PMID: 35786382 DOI: 10.1080/14763141.2022.2093264] [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: 12/01/2021] [Accepted: 06/18/2022] [Indexed: 10/17/2022]
Abstract
Wearable inertial sensors (WIS) facilitate the preservation of the athlete-environment relationship by allowing measurement outside the laboratory. WIS systems should be validated for team sports movements before they are used in sports performance and injury prevention research. The aim of the present study was to investigate the concurrent validity of a wearable inertial sensor system in quantifying joint kinematics during team sport movements. Ten recreationally active participants performed change-of-direction (single-leg deceleration and sidestep cut) and jump-landing (single-leg hop, single-leg crossover hop, and double-leg vertical jump) tasks while motion was recorded by nine inertial sensors (Noraxon MyoMotion, Noraxon USA Inc.) and eight motion capture cameras (Vicon Motion Systems Ltd). Validity of lower-extremity joint kinematics was assessed using measures of agreement (cross-correlation: XCORR) and error (root mean square deviation; and amplitude difference). Excellent agreement (XCORR >0.88) was found for sagittal plane kinematics in all joints and tasks. Highly variable agreement was found for frontal and transverse plane kinematics at the hip and ankle. Errors were relatively high in all planes. In conclusion, the WIS system provides valid estimates of sagittal plane joint kinematics in team sport movements. However, researchers should correct for offsets when comparing absolute joint angles between systems.
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Affiliation(s)
- Pieter Heuvelmans
- Exercise Science and Neuroscience Unit, Department of Exercise & Health, Paderborn University, Paderborn, Germany
| | - Anne Benjaminse
- Department of Human Movement Sciences, Faculty of Medical Sciences, University of Groningen, Groningen, the Netherlands
- School of Sport Studies, Hanze University Groningen, Groningen, the Netherlands
| | - Ruben Bolt
- Department of Human Movement Sciences, Faculty of Medical Sciences, University of Groningen, Groningen, the Netherlands
| | - Jochen Baumeister
- Exercise Science and Neuroscience Unit, Department of Exercise & Health, Paderborn University, Paderborn, Germany
| | - Egbert Otten
- Department of Human Movement Sciences, Faculty of Medical Sciences, University of Groningen, Groningen, the Netherlands
| | - Alli Gokeler
- Exercise Science and Neuroscience Unit, Department of Exercise & Health, Paderborn University, Paderborn, Germany
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Heil J, Büsch D. Dynamic postural control and physical stress: an approach to determining injury risk in real sporting conditions. GERMAN JOURNAL OF EXERCISE AND SPORT RESEARCH 2022. [DOI: 10.1007/s12662-022-00833-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
AbstractDynamic postural control is one of the essential factors in situations where non-contact injuries mainly occur, i.e., landing, cutting, or stopping. Therefore, testing of dynamic postural control should be implemented in injury risk assessment. Moreover, non-contact injuries mainly occur under loaded conditions when the athlete is physically stressed. Therefore, risk factors and mechanisms of these injuries should also be regarded under loading conditions and not only when the athlete is recovered. Current studies examining the influence of physical load on risk factors, such as dynamic postural control, often use cycling protocols to stress the participants. Nevertheless, most types of sports require running as a central element and the induced internal load after cycling might not be the same after running. Therefore, the current study aimed to examine the influence of a running and a cycling protocol on dynamic postural control and to determine the potential injury risk under representative conditions. In total, 128 sport students (64 males and 64 females, age: 23.64 ± 2.44, height: 176.54 ± 8.96 cm, weight: 68.85 ± 10.98 kg) participated in the study. They were tested with the Y Balance Test before and after one loading protocol. A total of 64 participants completed a protocol on a cycle ergometer and the other 64 on a treadmill. A mixed ANOVA showed significant interactions of time and load type. Dynamic postural control was reduced immediately after cycling but did not change after running. These findings indicate a load type dependence of dynamic postural control that must be considered while assessing an athlete’s potential injury risk and they support the need for more representative designs.
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Di Paolo S, Bragonzoni L, Della Villa F, Grassi A, Zaffagnini S. Do healthy athletes exhibit at-risk biomechanics for anterior cruciate ligament injury during pivoting movements? Sports Biomech 2022:1-14. [PMID: 35652896 DOI: 10.1080/14763141.2022.2080105] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 05/16/2022] [Indexed: 10/18/2022]
Abstract
A consistent injury mechanism involving multiple joints has been highlighted in athletes experiencing anterior cruciate ligament (ACL) rupture. However, if and to what extent healthy athletes incur an unsafe biomechanical profile during high-dynamics movements is unknown. The present study aimed to investigate the occurrence of the ACL risk profile in a competitive pivoting sports population.Thirty-four athletes (22.8 ± 4.1 y) performed a frontal deceleration and a change of direction at 90°. Full-body kinematics was collected through 15 wearable inertial sensors (Awinda, Xsens). Nine ACL risk factors were defined based on four categories: limited lower limb flexion, valgus collapse, foot rotation and trunk rotation. A movement trial was considered 'at-risk' in the presence of at least 5 simultaneous risk factors. The rate of athletes with at-risk movements was assessed and multivariate regression for associated outcomes was conducted.The overall rate of injury profile occurrence was 9-12%. The injury profile was identified at least in one trial in 24 athletes (71%) and three trials in 5 athletes (15%). Significant associations were found for higher approaching speed (OR = 4.3) and female sex (OR = 4.8). A large occurrence of the typical ACL injury biomechanical profile was noticed. Large screenings are advisable to identify at-risk athletes and promote preventative strategies.
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Affiliation(s)
- Stefano Di Paolo
- Department for Life Quality Studies, University of Bologna, Bologna, Italy
| | - Laura Bragonzoni
- Department for Life Quality Studies, University of Bologna, Bologna, Italy
| | - Francesco Della Villa
- Education and Research Department, Isokinetic Medical Group, FIFA Medical Centre of Excellence, Bologna, Italy
| | - Alberto Grassi
- Orthopaedic and Traumatologic Clinic II, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Stefano Zaffagnini
- Orthopaedic and Traumatologic Clinic II, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
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Di Paolo SS, Nijmeijer E, Bragonzoni L, Dingshoff E, Gokeler A, Benjaminse A. Comparing lab and field agility kinematics in young talented female football players: implications for ACL injury prevention. Eur J Sport Sci 2022; 23:859-868. [PMID: 35400311 DOI: 10.1080/17461391.2022.2064771] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Modifiable (biomechanical and neuromuscular) anterior cruciate ligament (ACL) injury risk factors have been identified in laboratory settings. These risk factors were subsequently used in ACL injury prevention measures. Due to the lack of ecological validity, the use of on-field data in the ACL injury risk screening is increasingly advocated. Though, the kinematic differences between laboratory and on-field settings have never been investigated. The aim of the present study was to investigate the lower-limb kinematics of female footballers during agility movements performed both in laboratory and football field environments.Twenty-eight healthy young female talented football (soccer) players (14.9 ± 0.9 years) participated. Lower-limb joint kinematics was collected through wearable inertial sensors (Xsens Link) in three conditions: 1) laboratory setting during unanticipated sidestep cutting at 40-50°; on the football pitch 2) football-specific exercises (F-EX) and 3) football games (F-GAME). A hierarchical two-level random effect model in Statistical Parametric Mapping was used to compare joint kinematics among the conditions. Waveform consistency was investigated through Pearson's correlation coefficient and standardized z-score vector.In-lab kinematics differed from the on-field ones, while the latter were similar in overall shape and peaks. Lower sagittal plane range of motion, greater ankle eversion, and pelvic rotation were found for on-field kinematics (p<0.044). The largest differences were found during landing and weight acceptance.The biomechanical differences between lab and field settings suggest the application of context-related adaptations in female footballers and have implications in ACL injury prevention strategies.Highlights- Talented youth female football players showed kinematical differences between the lab condition and the on-field ones, thus adopting a context-related motor strategy.- Lower sagittal plane range of motion, greater ankle eversion, and pelvic rotation were found on the field. Such differences pertain to the ACL injury mechanism and prevention strategies.- Preventative training should support the adoption of non-linear motor learning to stimulate greater self-organization and adaptability- It is recommended to test football players in an ecological environment to improve subsequent primary ACL injury prevention programs.
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Affiliation(s)
- S Stefano Di Paolo
- Department for Life Quality Studies, University of Bologna, Via di Barbiano 1/10, Bologna, Italy
| | - Eline Nijmeijer
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Laura Bragonzoni
- Department for Life Quality Studies, University of Bologna, Via di Barbiano 1/10, Bologna, Italy
| | - Evelien Dingshoff
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Alli Gokeler
- Department Exercise & Health, Faculty of Science, Exercise and Neuroscience unit, Warburger Str 100, 33098 Paderborn, Germany.,Amsterdam Collaboration for Health and Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Sciences, VU University Medical Center, Amsterdam, Netherlands.,OCON Centre for Orthopaedic Surgery and Sports Medicine Clinic, Hengelo, Netherlands
| | - Anne Benjaminse
- Department of Human Movement Sciences, University Medical Center Groningen, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands.,School of Sport Studies, Hanze University Groningen, Groningen, The Netherlands
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Heil J. Load-Induced Changes of Inter-Limb Asymmetries in Dynamic Postural Control in Healthy Subjects. Front Hum Neurosci 2022; 16:824730. [PMID: 35360281 PMCID: PMC8963187 DOI: 10.3389/fnhum.2022.824730] [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: 11/29/2021] [Accepted: 02/22/2022] [Indexed: 11/21/2022] Open
Abstract
Inter-limb asymmetries are associated with a higher potential risk for non-contact injuries. Differences in function or performance between the limbs might lead to imbalances and promote instability, increasing the potential risk for injuries. Consequently, an investigation of inter-limb asymmetries should be included in injury risk assessment. Furthermore, since non-contact injuries mainly occur under loaded conditions, an investigation of load-induced changes of inter-limb asymmetries can provide additional information on the athlete's potential injury risk. Therefore, the current study aimed to investigate the influence of physical load on inter-limb asymmetries in dynamic postural control, which is essential in situations with a high risk for non-contact injuries such as landing, cutting, or stopping. In total, dynamic postural control of 128 active and healthy subjects (64 males and 64 females, age: 23.64 ± 2.44, height: 176.54 ± 8.96 cm, weight: 68.85 ± 10.98 kg) was examined. Dynamic postural control was tested with the Y-Balance Test (YBT) before and after a loading protocol on a bicycle ergometer or a treadmill. The results showed no significant increase of the inter-limb asymmetries in anterior direction [F (1, 126) = 4.44, p = 0.04, η2 p = 0.03]. Moreover, there is high variation between the subjects regarding the magnitude and the direction of the asymmetries and the changes due to load. Therefore, a more individual analysis considering the magnitude and the direction of the asymmetries is required. Thereby, considering different modifying factors, e.g., sex, injury history, and baseline level of asymmetries, can be helpful. Moreover, an analysis of the changes during load might provide further insights, reveal possible differences, and help detect the reasons and mechanisms underlying inter-limb asymmetries and asymmetrical loading.
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Affiliation(s)
- Jessica Heil
- Institute of Sport Science, Carl von Ossietzky University Oldenburg, Oldenburg, Germany
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