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Steinberg N, Sitton Y, Kramer S, Levy Y, Siev-Ner I. Patellofemoral pain and musculoskeletal features in young pre- and post-pubertal female dancers. Res Sports Med 2024; 32:751-766. [PMID: 37482763 DOI: 10.1080/15438627.2023.2235047] [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: 02/16/2023] [Accepted: 07/03/2023] [Indexed: 07/25/2023]
Abstract
The aim of this study was to examine associations between patellofemoral pain (PFP) and musculoskeletal features (such as tendon structure and bone properties) in young (pre- and post-pubertal) female dancers. A total of 49 dancers participated in this study (mean age 13.6 ± 2.9; weight 47.0 ± 13.2; height 153.7 ± 12.9 and body mass index (BMI) 19.4 ± 3.1) and were assessed for the following factors: dance background and Tanner stage through interviews; ultrasonography assessments of bone properties and patellar tendon structure through ultrasonographic tissue characterization and quantitative ultrasound, respectively; and anthropometric measurements, muscle strength, range of motion (ROM), hypermobility and PFP through physical examinations. PFP was found in 49% of the participants. Post-pubertal dancers with no-PFP were found to have greater muscle strength, greater radial and tibial properties, and better tendon structure compared to pre-pubertal dancers with PFP and compared to pre-pubertal dancers with no-PFP [F(2, 41) = 18.64, p < .001; F(2, 41) = 20.46, p < .001; F(2, 41) = 33.06, p < .001; and, F(2, 41) = 6.02, p = .007, respectively]. Logistic regression showed that tibial bone properties and range of movement (ROM) in hip external rotation were significantly associated with PFP [odds ratio (OR) = .889 and OR = 2.653, respectively; Cox & Snell R2 = .701]. The study revealed a high prevalence of PFP among young dancers, with low bone properties and hyperjoint ROM emerging as the main factors that are related to PFP. These findings should be addressed by medical teams, athletic trainers, and dance teachers regarding the need for implementing modifications to dance training programmes and injury-prevention strategies in young pre-pubertal dancers.
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Affiliation(s)
- Nili Steinberg
- Life Science, The Wingate College of Physical Education and Sports Sciences at the Wingate Institute, Netanya, Israel
| | - Yael Sitton
- Life Science, The Wingate College of Physical Education and Sports Sciences at the Wingate Institute, Netanya, Israel
| | - Shilo Kramer
- Department of rehabilitation, Adi-Negev Rehabilitation Hospital, Adi-Negev, Israel
| | - Yahav Levy
- Orthopedic Department, Hadassah Medical Center, Jerusalem, Israel
| | - Itzhak Siev-Ner
- Department of rehabilitation, Adi-Negev Rehabilitation Hospital, Adi-Negev, Israel
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Hölbling D, Baca A, Dabnichki P. A kinematic model for assessment of hip joint range-of-motion in fast sport movements using spreading angles. Sports Biomech 2023; 22:1243-1255. [PMID: 32757723 DOI: 10.1080/14763141.2020.1795237] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 07/07/2020] [Indexed: 10/23/2022]
Abstract
The work investigates the relationship between the leg spread and hip joint flexibility during kicking action of highly skilled martial artists. Vector-based spreading angles (VSAs), as a simplified way to assess kick execution patterns and movement ranges, are proposed. The first VSA measures the angle between the two femur vectors (i.e., upper leg spread), whereas the second describes the full-leg spread. The proposed measures were applied to 3D motion analysis performed on 33 participants at various skill levels who executed double side kicks and performed two static flexibility tests (hip joint flexion and abduction). Statistical analysis showed that the proposed parameters differentiate between skill levels. Both VSAs and VSA rate of change showed high Pearson correlation to the quality of execution (the average of 10 subjective kickboxing experts' evaluation scores) at critical instants of the kick execution , i.e., during the first leg elevation and kick (angles: ρ > 0.8; p < 0.001). In addition, they significantly correlated to maximum static hip abduction at any instant (ρ = 0.37-0.69; p < 0.05). The work established that both static and dynamic joint flexibility contribute to high-performance levels and could be used for initial selection and assessment of training effectiveness.
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Affiliation(s)
- Dominik Hölbling
- Centre for Sport Science and University Sports, University of Vienna, Vienna, Austria
- School of Engineering, RMIT University, Melbourne, VIC, Australia
| | - Arnold Baca
- Centre for Sport Science and University Sports, University of Vienna, Vienna, Austria
| | - Peter Dabnichki
- School of Engineering, RMIT University, Melbourne, VIC, Australia
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Moulder S, Armstrong R, Greig M, Brogden C. Effect of Kinesiology Tape on Tri-Axial Accelerometry During the Dance Aerobic Fitness Test. J Dance Med Sci 2021; 25:191-199. [PMID: 34082863 DOI: 10.12678/1089-313x.091521d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
OBJECTIVES Kinesiology tape (KT) is thought to provide greater mechanical support during physical activity, however, there is a paucity of research investigating its application in dance. The study aimed to determine whether KT reduces PlayerLoad (PL) during the Dance Aerobic Fitness Test (DAFT) in addition to examining the relative sensitivity of accelerometer site locations. METHODS University-level dancers (N = 11; age 18 ± 0.45 years, height 168.17 ± 12.25 cm, body mass 57.50 ± 9.91 kg) participated in two trials of the DAFT protocol in two conditions: no tape (NT) and kinesiology tape (KT). Global positioning systems (GPS) and accelerometer units were attached onto the seventh vertebra (C7) at the mid-scapula region and lower limb (LL) located at the mid-gastrocnemius of the dominant leg calculating measurements of triaxial (PLTotal) and uniaxial measures (anteroposterior [PLAP], mediolateral [PLML], and vertical [PLV]) measures of PlayerLoad during the DAFT. RESULTS No significant main effect was observed for the taping condition in all measures of PlayerLoad (P > 0.10). A significant main effect (p < 0.01) was observed for unit location and time, with greater loading at the LL compared to C7 and during each consequent stage of the DAFT. No significant (p > 0.52) location*taping, nor location*taping*time (p > 0.36) interactions were observed for all variables measured. CONCLUSIONS Kinesiology tape does not reduce loading patterns in healthy dancers during a fatigue protocol. However, triaxial accelerometers provide adequate sensitivity when detecting changes in loading, suggesting the LL may be deemed as a more relevant method of monitoring training load in dancers.
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Abstract
Dancers represent a unique subset of athletes who face physical and psychological stressors throughout their careers. These challenges pose risks for injury, burnout, and diminished performance capacity. This article proposes a proactive intervention. The Active Resilience Training in Dance curriculum would provide dancers with useable instruction at key career inflection points (amateur to preprofessional, preprofessional to professional, and professional to retirement) to bolster the 4 pillars of their resilience (emotional, cognitive, spiritual, and physical).
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Affiliation(s)
- David M Popoli
- Department of Orthopedics, Wake Forest Baptist Health, 1 Medical Center Boulevard, 8th Floor Janeway Tower, Winston Salem, NC 27157, USA; Department of Pediatrics, Wake Forest Baptist Health, 1 Medical Center Boulevard, 8th Floor Janeway Tower, Winston Salem, NC 27157, USA; Division of PM&R, Wake Forest Baptist Health, 1 Medical Center Boulevard, 8th Floor Janeway Tower, Winston Salem, NC 27157, USA; Division of Sports Medicine, Wake Forest Baptist Health, 1 Medical Center Boulevard, 8th Floor Janeway Tower, Winston Salem, NC 27157, USA.
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Wearables, Biomechanical Feedback, and Human Motor-Skills’ Learning & Optimization. APPLIED SCIENCES-BASEL 2019. [DOI: 10.3390/app9020226] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Biomechanical feedback is a relevant key to improving sports and arts performance. Yet, the bibliometric keyword analysis on Web of Science publications reveals that, when comparing to other biofeedback applications, the real-time biomechanical feedback application lags far behind in sports and arts practice. While real-time physiological and biochemical biofeedback have seen routine applications, the use of real-time biomechanical feedback in motor learning and training is still rare. On that account, the paper aims to extract the specific research areas, such as three-dimensional (3D) motion capture, anthropometry, biomechanical modeling, sensing technology, and artificial intelligent (AI)/deep learning, which could contribute to the development of the real-time biomechanical feedback system. The review summarizes the past and current state of biomechanical feedback studies in sports and arts performance; and, by integrating the results of the studies with the contemporary wearable technology, proposes a two-chain body model monitoring using six IMUs (inertial measurement unit) with deep learning technology. The framework can serve as a basis for a breakthrough in the development. The review indicates that the vital step in the development is to establish a massive data, which could be obtained by using the synchronized measurement of 3D motion capture and IMUs, and that should cover diverse sports and arts skills. As such, wearables powered by deep learning models trained by the massive and diverse datasets can supply a feasible, reliable, and practical biomechanical feedback for athletic and artistic training.
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Shan G, Wan B, Visentin P, Zhang X. Concussion prevention in youth sports: what have we overlooked? J Sports Med Phys Fitness 2017; 58:1891-1892. [PMID: 29199787 DOI: 10.23736/s0022-4707.17.08024-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Gongbing Shan
- Biomechanics Lab, Faculty of Arts & Science, University of Lethbridge, Lethbridge, Canada - .,Department of Physical Education, Xinzhou Teachers' University, Shanxi, China - .,School of Physical Education, Shaanxi Normal University, Xian, China -
| | - Bingjun Wan
- Biomechanics Lab, Faculty of Arts & Science, University of Lethbridge, Lethbridge, Canada.,School of Physical Education, Shaanxi Normal University, Xian, China
| | - Peter Visentin
- Faculty of Fine Arts, University of Lethbridge, Lethbridge, Canada
| | - Xiang Zhang
- Biomechanics Lab, Faculty of Arts & Science, University of Lethbridge, Lethbridge, Canada.,School of Physical Education, Shaanxi Normal University, Xian, China
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Abstract
OBJECTIVE Work in the visual arts, performing arts, and writing can involve exposures to occupational hazards, including hazardous materials, equipment, and conditions, but few art workplaces have strong occupational health resources. Literature searches were conducted for articles that illustrate these concerns. METHODS Medical databases were searched for art-related health articles. Other sources were also reviewed, including, unindexed art-health publications, and popular press articles. RESULTS Information was located that described some exposed populations, art-related hazards, and resulting disorders. Anecdotal reports were used when more complete data were not available. CONCLUSIONS Health hazards in the arts are significant. Occupational health professionals are familiar with most of these concerns and understand their treatment and prevention. The occupational health approach can reduce the health hazards encountered by at-risk art workers. Additional research would benefit these efforts. Resources for further information are available.
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Sobrino FJ, Guillén P. Overuse Injuries in Professional Ballet: Influence of Age and Years of Professional Practice. Orthop J Sports Med 2017; 5:2325967117712704. [PMID: 28695138 PMCID: PMC5495510 DOI: 10.1177/2325967117712704] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Background: In spite of the high rate of overuse injuries in ballet dancers, no studies have investigated the prevalence of overuse injuries in professional dancers by providing specific diagnoses and details on the differences in the injuries sustained as a function of age and/or years of professional practice. Hypothesis: Overuse injuries are the most prevalent injuries in ballet dancers. Professional ballet dancers suffer different types of injuries depending on their age and years of professional practice. Study Design: Descriptive epidemiology study. Methods: This descriptive epidemiological study was carried out between January 1, 2005, and October 10, 2010, regarding injuries sustained by professional dancers belonging to the major Spanish ballet companies practicing classical, neoclassical, contemporary, and Spanish dance. The sample was distributed into 3 different groups according to age and years of professional practice. Data were obtained from the specialized medical care the dancers received from the Trauma and Orthopaedic Surgery Service at Fremap in Madrid. The dependent variable was the study of the injury. Results: A total of 486 injuries were identified over the study period, with overuse injuries being the most common etiology (P < .0001); these injuries were especially prevalent in junior professional dancers practicing classical ballet and veteran dancers practicing contemporary ballet (P = .01). Specifically, among other findings, stress fractures of the base of the second metatarsal (P = .03), patellofemoral syndrome, and os trigonum syndrome were more prevalent among junior professionals (P = .04); chondral injury of the knee in senior professionals (P = .04); and cervical disc disease in dancers of intermediate age and level of experience. Conclusion: Overall, overuse injuries were more prevalent in younger professionals, especially in women. This finding was especially true for the more technical ballet disciplines. On the other hand, in the athletic ballet disciplines, overuse lesions occurred mainly in the more senior professionals. Clinical Relevance: This study provides specific clinical diagnoses obtained through physical examination as well as details on the different injury types sustained as a function of age and/or years of professional practice, an important aspect for ballet and sports practice in general.
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Affiliation(s)
| | - Pedro Guillén
- Orthopaedic Surgery and Traumatology Department, Clínica CEMTRO, Madrid, Spain.,School of Sports Traumatology, Universidad Católica San Antonio, Murcia, Spain
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Mastnak W. Karate-based prevention of work-related musculoskeletal syndromes: a study on the possible benefits of martial arts in sports medicine and for occupational health. SPORT SCIENCES FOR HEALTH 2016. [DOI: 10.1007/s11332-016-0336-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Wan B, Shan G. Biomechanical modeling as a practical tool for predicting injury risk related to repetitive muscle lengthening during learning and training of human complex motor skills. SPRINGERPLUS 2016; 5:441. [PMID: 27104129 PMCID: PMC4828361 DOI: 10.1186/s40064-016-2067-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Accepted: 03/29/2016] [Indexed: 11/29/2022]
Abstract
Previous studies have shown that muscle repetitive stress injuries (RSIs) are often related to sport trainings among young participants. As such, understanding the mechanism of RSIs is essential for injury prevention. One potential means would be to identify muscles in risk by applying biomechanical modeling. By capturing 3D movements of four typical youth sports and building the biomechanical models, the current study has identified several risk factors related to the development of RSIs. The causal factors for RSIs are the muscle over-lengthening, the impact-like (speedy increase) eccentric tension in muscles, imbalance between agonists and antagonists, muscle loading frequency and muscle strength. In general, a large range of motion of joints would lead to over-lengthening of certain small muscles; Limb’s acceleration during power generation could cause imbalance between agonists and antagonists; a quick deceleration of limbs during follow-throughs would induce an impact-like eccentric tension to muscles; and even at low speed, frequent muscle over-lengthening would cause a micro-trauma accumulation which could result in RSIs in long term. Based on the results, the following measures can be applied to reduce the risk of RSIs during learning/training in youth participants: (1) stretching training of muscles at risk in order to increase lengthening ability; (2) dynamic warming-up for minimizing possible imbalance between agonists and antagonists; (3) limiting practice times of the frequency and duration of movements requiring strength and/or large range of motion to reducing micro-trauma accumulation; and (4) allowing enough repair time for recovery from micro-traumas induced by training (individual training time). Collectively, the results show that biomechanical modeling is a practical tool for predicting injury risk and provides an effective way to establish an optimization strategy to counteract the factors leading to muscle repetitive stress injuries during motor skill learning and training.
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Affiliation(s)
- Bingjun Wan
- School of Physical Education, Shaanxi Normal University, Xi'an, China ; Department of Kinesiology, University of Lethbridge, 4401 University Drive, Lethbridge, AB T1K 3M4 Canada
| | - Gongbing Shan
- School of Physical Education, Shaanxi Normal University, Xi'an, China ; Department of Kinesiology, University of Lethbridge, 4401 University Drive, Lethbridge, AB T1K 3M4 Canada ; Department of Physical Education, Xinzhou Teachers' University, Xinzhou, Shanxi China
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Kyan M, Sun G, Li H, Zhong L, Muneesawang P, Dong N, Elder B, Guan L. An Approach to Ballet Dance Training through MS Kinect and Visualization in a CAVE Virtual Reality Environment. ACM T INTEL SYST TEC 2015. [DOI: 10.1145/2735951] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
This article proposes a novel framework for the real-time capture, assessment, and visualization of ballet dance movements as performed by a student in an instructional, virtual reality (VR) setting. The acquisition of human movement data is facilitated by skeletal joint tracking captured using the popular Microsoft (MS) Kinect camera system, while instruction and performance evaluation are provided in the form of 3D visualizations and feedback through a CAVE virtual environment, in which the student is fully immersed. The proposed framework is based on the unsupervised parsing of ballet dance movement into a structured
posture space
using the spherical self-organizing map (SSOM). A unique feature descriptor is proposed to more appropriately reflect the subtleties of ballet dance movements, which are represented as
gesture trajectories
through posture space on the SSOM. This recognition subsystem is used to identify the category of movement the student is attempting when prompted (by a virtual instructor) to perform a particular dance sequence. The dance sequence is then segmented and cross-referenced against a library of gestural components performed by the teacher. This facilitates alignment and score-based assessment of individual movements within the context of the dance sequence. An immersive interface enables the student to review his or her performance from a number of vantage points, each providing a unique perspective and spatial context suggestive of how the student might make improvements in training. An evaluation of the recognition and virtual feedback systems is presented.
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Affiliation(s)
| | - Guoyu Sun
- Communication University of China, Beijing, P.R. China
| | - Haiyan Li
- Communication University of China, Beijing, P.R. China
| | - Ling Zhong
- Guangdong University of Technology, Guangzhou, P.R China
| | | | - Nan Dong
- Ryerson University, Toronto, ON, Canada
| | | | - Ling Guan
- Ryerson University, Toronto, ON, Canada
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Steinberg N, Siev-Ner I, Peleg S, Dar G, Masharawi Y, Zeev A, Hershkovitz I. Injuries in female dancers aged 8 to 16 years. J Athl Train 2013; 48:118-23. [PMID: 23672333 DOI: 10.4085/1062-6050-48.1.06] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT Most studies of injured dancers have been carried out on professional adult dancers; data on young, nonprofessional injured dancers are sparse. OBJECTIVE To identify the types of injuries sustained by recreational dancers and to examine their association with age, joint range of motion, body structure, age at menarche, presence of anatomic anomalies, and physical burden (i.e., practice hours en pointe). DESIGN Descriptive epidemiology study. SETTING The Israel Performing Arts Medicine Center, Tel Aviv. PATIENTS OR OTHER PARTICIPANTS A total of 569 injured female dancers, aged 8 to 16 years. MAIN OUTCOME MEASURE(S) Dependent variables were 61 types of current injuries that were later classified into 4 major categories: knee injuries, foot and ankle tendinopathy, back injuries, and other injuries. Independent variables were age, joint range of motion, body size and shape, age at menarche, anatomic anomalies, and dance discipline (e.g., hours of practice per week en pointe). RESULTS At least 1 previous injury had been sustained by 42.4% of the dancers. The most common injuries involved the knee (40.4%), followed by other injuries (23.4%). The relative frequency of back injuries and tendinopathy decreased with age, whereas knee injuries increased. Types of injuries were significantly associated with ankle plantar flexion, hip external rotation, hip abduction, and knee flexion. Multinomial regression analysis revealed only 3 predictive variables (with other as baseline), all for back injury: scoliosis, age, and hip external rotation. CONCLUSIONS Joint range of motion and scoliosis may signal the potential for future injury. Young dancers (less than 10 years of age) should not be exposed to overload (especially of the back) or extensive stretching exercises.
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Affiliation(s)
- Nili Steinberg
- Department of Anatomy and Anthropology, Sackler Faculty of Medicine, Tel-Aviv University, Israel.
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Steinberg N, Siev-ner I, Peleg S, Dar G, Masharawi Y, Zeev A, Hershkovitz I. Extrinsic and intrinsic risk factors associated with injuries in young dancers aged 8–16 years. J Sports Sci 2012; 30:485-95. [DOI: 10.1080/02640414.2011.647705] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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Steinberg N, Hershkovitz I, Peleg S, Dar G, Masharawi Y, Siev-Ner I. Paratenonitis of the foot and ankle in young female dancers. Foot Ankle Int 2011; 32:1115-21. [PMID: 22381195 DOI: 10.3113/fai.2011.1115] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND In their pursuit of excellence, dancers continually face the risk of injuries, such as paratenonitis. This attests to the strong need for preventive action, which is possible only if major risk factors are identified. The aim of the present descriptive study was to determine the association between risk factors and paratenonitis in young recreational female dancers. METHODS One thousand eighty-two non-professional female dancers, aged 8 to 16 years, were screened. The risk factors considered for paratenonitis were: joint range of motion (ROM), body structure, anatomic anomalies, dance technique, and dance discipline. All dancers were clinically examined for current ankle/foot paratenonitis. RESULTS Ninety-three dancers (8.6%) manifested a paratenonitis at the ankle or foot joints. ROM such as hyper ankle plantarflexion and hyper hip external rotation, false dance technique, and hours of practice per week were found to be associated with increased rate of injury. Regression analysis indicated that dancers with paratenonitis had greater hip external rotation ROM compared to dancers without paratenonitis. No association with injury was found with age of onset of menarche, body structure, and anatomic anomalies such as scoliosis. CONCLUSION Precautionary steps, such as screening for joint ROM and dance technique, may reduce the risk of dance injury. Furthermore, our results led to a very significant justification of the dance maxim ``don't force your natural joint ROM and especially your `turnout' position,'' as it could increase your chance to develop paratenonitis.
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Steinberg N, Siev-Ner I, Peleg S, Dar G, Masharawi Y, Zeev A, Hershkovitz I. Injury patterns in young, non-professional dancers. J Sports Sci 2011; 29:47-54. [DOI: 10.1080/02640414.2010.521167] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Batson G, Schwartz RE. Revisiting the Value of Somatic Education in Dance Training Through an Inquiry into Practice Schedules. ACTA ACUST UNITED AC 2007. [DOI: 10.1080/15290824.2007.10387334] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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