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Peek K, Ross A, Andersen TE, Meyer T, Dahlen S, Georgieva J, Williamson PR, Clarke M, Serner A. Heading in football: a systematic review of descriptors, definitions, and reporting methods used in heading incidence studies. SCI MED FOOTBALL 2024:1-18. [PMID: 38855969 DOI: 10.1080/24733938.2024.2362191] [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: 02/12/2024] [Accepted: 05/27/2024] [Indexed: 06/11/2024]
Abstract
The primary objective of this systematic review was to describe the number and type of heading descriptors used in all published studies which report on heading incidence in football. The secondary objective was to detail the data collection and reporting methods used in the included studies to present heading incidence data. Eligible studies were identified through searches of five electronic databases: Ovid MEDLINE, CINAHL, EMBASE, SPORTDiscus, and Web of Science, using a combination of free-text keywords (inception to 12th September 2023). Manual searching of reference lists and retrieved systematic reviews was also performed. A descriptive overview and synthesis of the results is presented. From 1620 potentially eligible studies, 71 studies were included, with the following key findings: 1) only 61% of studies defined a header with even fewer (23%) providing an operational definition of a header within the methods; 2) important study and player demographic data including year and country were often not reported; 3) reported heading descriptors and their coding options varied greatly; 4) visual identification of headers was essential when inertial measurement units were used to collect heading incidence data; and 5) there was a lack of standardisation in the reporting methods used in heading incidence studies making comparison between studies challenging. To address these findings, the development of a standardised, internationally supported, operational definition of a header and related heading descriptors should be prioritised. Further recommendations include the development of minimum reporting criteria for heading incidence research.
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Affiliation(s)
- Kerry Peek
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Andrew Ross
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
- Physiotherapy Department, College of Sport, Health and Engineering, Victoria University, Melbourne, Australia
| | - Thor Einar Andersen
- Oslo Sports Trauma Research Center, The Norwegian School of Sport Sciences, Oslo, Norway
- The Norwegian Football Association's Sports Medical Centre, Oslo, Norway
| | - Tim Meyer
- Institute of Sports and Preventive Medicine, Saarland University, Saarbrucken, Germany
| | - Sara Dahlen
- Oslo Sports Trauma Research Center, The Norwegian School of Sport Sciences, Oslo, Norway
| | - Julia Georgieva
- Curtin School of Allied Health, Curtin University, Perth, WA, Australia
| | - Paula R Williamson
- Department of Health Data Science, University of Liverpool, Liverpool, UK
| | - Mike Clarke
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Andreas Serner
- FIFA Medical, Fédération Internationale de Football Association, Zurich, Switzerland
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Filben TM, Tomblin BT, Pritchard NS, Bullock GS, Hemmen JM, Neri KE, Krug V, Miles CM, Stitzel JD, Urban JE. Assessing the association between on-field heading technique and head impact kinematics in a cohort of female youth soccer players. SCI MED FOOTBALL 2023:1-10. [PMID: 37753837 DOI: 10.1080/24733938.2023.2264272] [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: 04/03/2023] [Accepted: 09/19/2023] [Indexed: 09/28/2023]
Abstract
There is concern that exposure to soccer headers may be associated with neurological sequelae. Training proper heading technique represents a coachable intervention that may reduce head acceleration exposure. The objective was to assess relationships between heading technique and head kinematics in female youth soccer players. Fourteen players (mean age = 14.4 years) wore instrumented mouthpieces during practices and games. Headers were reviewed by three raters to assign a technique score. Mixed models and LASSO regression evaluated associations of technique with peak linear acceleration (PLA), rotational acceleration (PRA), rotational velocity (PRV), and head impact power ratio (HIP Ratio) while adjusting for session type and ball delivery. Two hundred eighty-nine headers (n = 212 standing, n = 77 jumping) were analyzed. Technique score (p = 0.043) and the technique score - session type interaction (p = 0.004) were associated with PRA of standing headers, whereby each 10-unit increase in technique score was associated with an 8.6% decrease in PRA during games but a 5.1% increase in PRA during practices. Technique was not significantly associated with any other kinematic metrics; however, peak kinematics tended to decrease as technique score increased. LASSO regression identified back extension and shoulder/hip alignment as important predictors of peak kinematics. Additional research on heading technique and head acceleration is recommended.
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Affiliation(s)
- Tanner M Filben
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- School of Biomedical Engineering and Sciences, Virginia Tech - Wake Forest University, Winston-Salem, NC, USA
| | - Brian T Tomblin
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- School of Biomedical Engineering and Sciences, Virginia Tech - Wake Forest University, Winston-Salem, NC, USA
| | - N Stewart Pritchard
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- School of Biomedical Engineering and Sciences, Virginia Tech - Wake Forest University, Winston-Salem, NC, USA
| | - Garrett S Bullock
- Department of Orthopaedic Surgery & Rehabilitation, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Jordan M Hemmen
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Kristina E Neri
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Victoria Krug
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Christopher M Miles
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Department of Family and Community Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Joel D Stitzel
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- School of Biomedical Engineering and Sciences, Virginia Tech - Wake Forest University, Winston-Salem, NC, USA
| | - Jillian E Urban
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- School of Biomedical Engineering and Sciences, Virginia Tech - Wake Forest University, Winston-Salem, NC, USA
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Huber CM, Patton DA, Rownd KR, Patterson Gentile C, Master CL, Arbogast KB. Neurophysiological Effects of Repeated Soccer Heading in Youth. J Biomech Eng 2023; 145:091005. [PMID: 37216312 PMCID: PMC10259471 DOI: 10.1115/1.4062423] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 04/12/2023] [Indexed: 05/24/2023]
Abstract
Repeated head loading in sports is associated with negative long-term brain health, and there is growing evidence of short-term neurophysiological changes after repeated soccer heading. The objective of this study was to quantify the head kinematics and effects of repetitive soccer headers in adolescents using an instrumented mouthguard. Adolescent soccer players aged 13-18 years were randomly assigned to a kicking control, frontal heading, or oblique heading group. Participants completed neurophysiological assessments at three-time points: immediately prior to, immediately after, and approximately 24 h after completing 10 headers or kicks. The suite of assessments included the Post-Concussion Symptom Inventory, visio-vestibular exam, King-Devick test, modified Clinical Test of Sensory Interaction and Balance with force plate sway measurement, pupillary light reflex, and visual evoked potential. Data were collected for 19 participants (17 male). Frontal headers resulted in significantly higher peak resultant linear acceleration (17.4 ± 0.5 g) compared to oblique headers (12.1 ± 0.4 g, p < 0.001), and oblique headers resulted in significantly higher peak resultant angular acceleration (frontal: 1147 ± 45 rad/s2, oblique: 1410 ± 65 rad/s2, p < 0.001). There were no neurophysiological deficits for either heading group or significant differences from controls at either post-heading timepoint, and therefore, a bout of repeated headers did not result in changes in the neurophysiological measures evaluated in this study. The current study provided data regarding the direction of headers with the goal to reduce the risk of repetitive head loading for adolescent athletes.
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Affiliation(s)
- Colin M. Huber
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104; Center for Injury Research and Prevention, The Children's Hospital of Philadelphia, Philadelphia, PA 19146
| | - Declan A. Patton
- Center for Injury Research and Prevention, The Children's Hospital of Philadelphia, Philadelphia, PA 19146
| | - Kathryn R. Rownd
- Center for Injury Research and Prevention, The Children's Hospital of Philadelphia, Philadelphia, PA 19146
| | - Carlyn Patterson Gentile
- Center for Injury Research and Prevention, The Children's Hospital of Philadelphia, Philadelphia, PA 19146; Division of Neurology, The Children's Hospital of Philadelphia, Philadelphia, PA 19104; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Christina L. Master
- Center for Injury Research and Prevention, The Children's Hospital of Philadelphia, Philadelphia, PA 19146; Sports Medicine and Performance Center, The Children's Hospital of Philadelphia, Philadelphia, PA 19104; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Kristy B. Arbogast
- Center for Injury Research and Prevention, The Children's Hospital of Philadelphia, Philadelphia, PA 19146; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
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Reeschke R, Haase FK, Dautzenberg L, Krutsch W, Reinsberger C. Training matters: Heading incidence and characteristics in children's and youth football (soccer) players. Scand J Med Sci Sports 2023; 33:1821-1830. [PMID: 37259619 DOI: 10.1111/sms.14408] [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: 01/18/2023] [Revised: 04/03/2023] [Accepted: 05/15/2023] [Indexed: 06/02/2023]
Abstract
OBJECTIVE Concerns about short- and long-term consequences of repetitive heading contributed to heading restrictions in youth football in some countries. This prospective longitudinal cohort study aims to describe heading exposure in children's and youth football over two seasons using standardized video analysis. METHODS All matches and training sessions of a male Under-11 (n = 29), Under-15 (n = 28), Under-19 (n = 38), and female Under-17 (n = 39) team were videotaped during the seasons 2019-2020 and 2020-2021. Heading frequencies and characteristics were analyzed. Individual heading exposure is presented as average incidence rates (IR) per 1000 match/training hours. RESULTS In 275 matches and 673 training sessions, 22 921 headers were observed. Heading IR per player in matches was 1256 (Under-11 m), 1608 (Under-15 m), 1050 (Under-17 f), and 1966 (Under-19 m). In training sessions, IR per player was 739 (Under-11 m), 2206 (Under-15 m), 1661 (Under-17 f), and 1419 (Under-19 m). Five Under-15 males headed the ball five to eight times per training on average. Most headers were performed without heading duels. Flight distance was predominantly 5-20 m (54%) in matches and <5 m (65%) in training. While head impact location most frequently was at frontal areas, one-third of all headers in Under-11 in matches hit temporal, parietal, and occipital parts of the head. CONCLUSION Heading incidence was low in the youngest age group, whereas (predominantly five) Under-15 males showed very high heading exposures in training. In assessment and regulation of heading burden, training sessions and individual heading behavior should specifically be addressed. Recommendations for heading the ball in practice should account for individual and age-related differences.
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Affiliation(s)
- Rebecca Reeschke
- Institute of Sports Medicine, Paderborn University, Paderborn, Germany
| | | | - Lena Dautzenberg
- Institute of Sports Medicine, Paderborn University, Paderborn, Germany
| | - Werner Krutsch
- Department of Trauma Surgery, University Medical Centre Regensburg, Regensburg, Germany
| | - Claus Reinsberger
- Institute of Sports Medicine, Paderborn University, Paderborn, Germany
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Sundaram V, Sundar V, Pearce AJ. Biomechanical characteristics of concussive and sub-concussive impacts in youth sports athletes: A systematic review and meta-analysis. J Sports Sci 2023:1-15. [PMID: 37393593 DOI: 10.1080/02640414.2023.2231317] [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: 02/02/2023] [Accepted: 06/21/2023] [Indexed: 07/04/2023]
Abstract
This study aimed to quantitatively investigate and report the biomechanical characteristics of concussive and sub-concussive impacts in youth sports. A systematic search was conducted in September 2022 to identify biomechanical impact studies in athletes ≤18 years of age. Twenty-six studies met the inclusion criteria for quantitative synthesis and analysis. DerSimonian Laird random effects model was used to pool data across the included studies. The pooled estimate of mean peak linear and rotational acceleration of concussive impacts in male youth athletes was 85.56 g (95% CI 69.34-101.79) and 4505.58 rad/s2 (95% CI 2870.28-6140.98), respectively. The pooled estimate of mean peak linear and rotational acceleration of sub-concussive impacts in youth athletes was 22.89 g (95% CI 20.69-25.08) and 1290.13 rad/s2 (95% CI 1050.71-1529.55), respectively. A male vs female analysis in sub-concussive impacts revealed higher linear and rotational acceleration in males and females, respectively. This is the first study to report on impact data in both sexes of youth athletes. Disparity in kinematic impact values suggests future research should aim for standardised measures to reduce heterogeneity in data. Despite this, the data reveals notable impact data that youth athletes are exposed to, suggesting modifications may be required to reduce long-term neurological risks.
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Affiliation(s)
- Vasanth Sundaram
- Department of Sports Biomechanics and Kinesiology, Tamil Nadu Physical Education and Sports University, Chennai, India
| | - Viswanath Sundar
- Physical Education and Sports Science, Visva-Bharati University, West Bengal, India
| | - Alan J Pearce
- College of Science, Health, and Engineering, La Trobe University, Bundoora, Melbourne, Australia
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Segars MF, Filben TM, Pritchard NS, Miller LE, Miles CM, Stitzel JD, Urban JE. Head Impact Exposure in Female Collegiate Soccer by Activity Type. J Appl Biomech 2023:1-8. [PMID: 37210079 DOI: 10.1123/jab.2022-0134] [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: 05/17/2022] [Revised: 02/08/2023] [Accepted: 03/28/2023] [Indexed: 05/22/2023]
Abstract
Soccer, one of the most popular sports in the world, has one of the highest rates of sports-related concussions. Additionally, soccer players are frequently exposed to nonconcussive impacts from intentionally heading the ball, a fundamental component of the sport. There have been many studies on head impact exposure in soccer, but few focus on soccer practices or practice activities. This study aimed to characterize the frequency and magnitude of head impacts in National Collegiate Athletic Association Division I female soccer practice activities using a custom-fit instrumented mouthpiece. Sixteen players were instrumented over the course of 54 practice sessions. Video analysis was performed to verify all mouthpiece-recorded events and classify practice activities. Category groupings of practice activities include technical training, team interaction, set pieces, position-specific, and other. Differences in head impact rates and peak resultant kinematics were observed across activity types and category groupings. Technical training had the highest impact rate compared to other category groupings. Impacts occurring during set piece activities had the highest mean kinematic values. Understanding drill exposure can help inform coaches on training plans aimed to reduce head impact exposure for their athletes.
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Affiliation(s)
- Mary Frances Segars
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, NC,USA
- School of Biomedical Engineering and Sciences, Virginia Tech-Wake Forest University, Winston-Salem, NC,USA
| | - Tanner M Filben
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, NC,USA
- School of Biomedical Engineering and Sciences, Virginia Tech-Wake Forest University, Winston-Salem, NC,USA
| | - N Stewart Pritchard
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, NC,USA
- School of Biomedical Engineering and Sciences, Virginia Tech-Wake Forest University, Winston-Salem, NC,USA
| | - Logan E Miller
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, NC,USA
- School of Biomedical Engineering and Sciences, Virginia Tech-Wake Forest University, Winston-Salem, NC,USA
| | - Christopher M Miles
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, NC,USA
- Department of Family and Community Medicine, Wake Forest School of Medicine, Winston-Salem, NC,USA
| | - Joel D Stitzel
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, NC,USA
- School of Biomedical Engineering and Sciences, Virginia Tech-Wake Forest University, Winston-Salem, NC,USA
| | - Jillian E Urban
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, NC,USA
- School of Biomedical Engineering and Sciences, Virginia Tech-Wake Forest University, Winston-Salem, NC,USA
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Miller LE, Patalak JP, Harper MG, Urban JE, Stitzel JD. Pilot Collection and Evaluation of Head Kinematics in Stock Car Racing. J Biomech Eng 2023; 145:1152062. [PMID: 36421028 DOI: 10.1115/1.4056322] [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: 08/05/2022] [Accepted: 11/21/2022] [Indexed: 11/25/2022]
Abstract
The goal of this work was to collect on-track driver head kinematics using instrumented mouthpieces and characterize environmental exposure to accelerations and vibrations. Six NASCAR drivers were instrumented with custom-fit mouthpieces to collect head kinematic data. Devices were deployed at four tracks during practice and testing environments and configured to collect approximately 11 min of linear acceleration and rotational velocity data at 200 Hz. This continuous data collection, combined with film review, allowed extraction of complete laps of data. In addition to typical data processing methods, a moving-point average was calculated and subtracted from the overall signal for both linear acceleration and rotational velocity to determine the environmental component of head motion. The current analysis focuses on 42 full laps of data collected at four data collection events. The number of laps per track ranged from 2 to 23. Linear acceleration magnitudes for all 42 laps ranged from 2.46 to 7.48 g and rotational velocity ranged from 1.25 to 3.35 rad/s. After subtracting the moving average, linear acceleration ranged from 0.92 to 5.45 g and rotational velocity ranged from 0.57 to 2.05 rad/s. This study has established the feasibility of using an instrumented mouthpiece to measure head kinematics in NASCAR and presented a technique for isolating head motion due to cornering acceleration from those due to short-term perturbations experienced by the driver.
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Affiliation(s)
- Logan E Miller
- Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, NC 27157; Center for Injury Biomechanics, Wake Forest University, 575 N Patterson Avenue, Suite 530, Winston-Salem, NC 27101
| | - John P Patalak
- National Association for Stock Car Auto Racing, Incorporated, Daytona Beach, FL 32114
| | - Matthew G Harper
- National Association for Stock Car Auto Racing, Incorporated, Daytona Beach, FL 32114
| | - Jillian E Urban
- Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, NC 27157; Center for Injury Biomechanics, Wake Forest University, 575 N Patterson Avenue, Suite 530, Winston-Salem, NC 27101
| | - Joel D Stitzel
- Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, NC 27157; Center for Injury Biomechanics, Wake Forest University, 575 N Patterson Avenue, Suite 530, Winston-Salem, NC 27101
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Marks ME, Holcomb TD, Pritchard NS, Miller LE, Espeland MA, Miles CM, Moore JB, Foley KL, Stitzel JD, Urban JE. Characterizing Exposure to Head Acceleration Events in Youth Football Using an Instrumented Mouthpiece. Ann Biomed Eng 2022; 50:1620-1632. [PMID: 36274103 PMCID: PMC9815159 DOI: 10.1007/s10439-022-03097-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 10/03/2022] [Indexed: 01/11/2023]
Abstract
Understanding characteristics of head acceleration events (HAEs) in youth football is vital in developing strategies to improve athlete safety. This study aimed to characterize HAEs in youth football using an instrumented mouthpiece. Youth football athletes (ages 11-13) participating on two teams were enrolled in this study for one season. Each athlete was instrumented with a mouthpiece-based sensor throughout the season. HAEs were verified on film to ensure that mouthpiece-based sensors triggered during contact. The number of HAEs, peak resultant linear and rotational accelerations, and peak resultant rotational velocity were quantified. Mixed effects models were used to evaluate differences in mean kinematic metrics among all HAEs for session type, athlete position, and contact surface. A total of 5,292 HAEs were collected and evaluated from 30 athletes. The median (95th percentile) peak resultant linear acceleration, rotational acceleration, and rotational velocity was 9.5 g (27.0 g), 666.4 rad s-2 (1863.3 rad s-2), and 8.5 rad s-1 (17.4 rad s-1), respectively. Athletes experienced six (22) HAEs per athlete per session (i.e., practice, game). Competition had a significantly higher mean number of HAEs per athlete per session and mean peak rotational acceleration. Peak resultant rotational kinematics varied significantly among athlete positions. Direct head impacts had higher mean kinematics compared to indirect HAEs, from body collisions. The results of this study demonstrate that session type, athlete position, and contact surface (i.e., direct, indirect) may influence HAE exposure in youth football.
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Affiliation(s)
- Madison E Marks
- Department of Biomedical Engineering, Wake Forest University School of Medicine, 575 Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA
- Virginia Tech - Wake Forest University School of Biomedical Engineering and Sciences, Winston-Salem, NC, USA
| | - Ty D Holcomb
- Department of Biomedical Engineering, Wake Forest University School of Medicine, 575 Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA
- Virginia Tech - Wake Forest University School of Biomedical Engineering and Sciences, Winston-Salem, NC, USA
| | - N Stewart Pritchard
- Department of Biomedical Engineering, Wake Forest University School of Medicine, 575 Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA
- Virginia Tech - Wake Forest University School of Biomedical Engineering and Sciences, Winston-Salem, NC, USA
| | - Logan E Miller
- Department of Biomedical Engineering, Wake Forest University School of Medicine, 575 Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA
- Virginia Tech - Wake Forest University School of Biomedical Engineering and Sciences, Winston-Salem, NC, USA
| | - Mark A Espeland
- Department of Biostatistics and Data Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Department of Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Christopher M Miles
- Department of Family and Community Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Justin B Moore
- Department of Implementation Science, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Department of Epidemiology & Prevention, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Kristie L Foley
- Department of Implementation Science, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Joel D Stitzel
- Department of Biomedical Engineering, Wake Forest University School of Medicine, 575 Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA
- Virginia Tech - Wake Forest University School of Biomedical Engineering and Sciences, Winston-Salem, NC, USA
| | - Jillian E Urban
- Department of Biomedical Engineering, Wake Forest University School of Medicine, 575 Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA.
- Virginia Tech - Wake Forest University School of Biomedical Engineering and Sciences, Winston-Salem, NC, USA.
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Kuo C, Patton D, Rooks T, Tierney G, McIntosh A, Lynall R, Esquivel A, Daniel R, Kaminski T, Mihalik J, Dau N, Urban J. On-Field Deployment and Validation for Wearable Devices. Ann Biomed Eng 2022; 50:1372-1388. [PMID: 35960418 DOI: 10.1007/s10439-022-03001-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 06/24/2022] [Indexed: 11/01/2022]
Abstract
Wearable sensors are an important tool in the study of head acceleration events and head impact injuries in sporting and military activities. Recent advances in sensor technology have improved our understanding of head kinematics during on-field activities; however, proper utilization and interpretation of data from wearable devices requires careful implementation of best practices. The objective of this paper is to summarize minimum requirements and best practices for on-field deployment of wearable devices for the measurement of head acceleration events in vivo to ensure data evaluated are representative of real events and limitations are accurately defined. Best practices covered in this document include the definition of a verified head acceleration event, data windowing, video verification, advanced post-processing techniques, and on-field logistics, as determined through review of the literature and expert opinion. Careful use of best practices, with accurate acknowledgement of limitations, will allow research teams to ensure data evaluated is representative of real events, will improve the robustness of head acceleration event exposure studies, and generally improve the quality and validity of research into head impact injuries.
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Affiliation(s)
- Calvin Kuo
- The University of British Columbia, Vancouver, Canada
| | - Declan Patton
- Children's Hospital of Philadelphia, Philadelphia, USA
| | - Tyler Rooks
- United States Army Aeromedical Research Laboratory, Fort Rucker, USA
| | | | - Andrew McIntosh
- McIntosh Consultancy and Research, Sydney, Australia.,Monash University Accident Research Centre Monash University, Melbourne, Australia.,School of Engineering Edith Cowan University, Perth, Australia
| | | | | | - Ray Daniel
- United States Army Aeromedical Research Laboratory, Fort Rucker, USA
| | | | - Jason Mihalik
- University of North Carolina at Chapel Hill, Chapel Hill, USA
| | - Nate Dau
- Biocore, LLC, Charlottesville, USA
| | - Jillian Urban
- Wake Forest University School of Medicine, 575 Patterson Ave, Suite 530, Winston-Salem, NC, 27101, USA.
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10
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Filben TM, Pritchard NS, Oravec CS, Hile CW, Bercaw JR, Zoch SR, Miller LE, Bullock GS, Flashman LA, Miles CM, Urban JE, Stitzel JD. Pilot characterization of head kinematics in grassroots dirt track racing. TRAFFIC INJURY PREVENTION 2022; 23:S38-S43. [PMID: 35939323 DOI: 10.1080/15389588.2022.2103688] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Revised: 07/10/2022] [Accepted: 07/16/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVE The objective of this study was to utilize an instrumented mouthpiece sensor to characterize head kinematics experienced by grassroots dirt track race car drivers. METHODS Four dirt track race car drivers (ages 16-19) were instrumented with custom mouthpiece sensors capable of accurately measuring head motion during racing. Sensors were deployed before races and recorded tri-axial linear acceleration and rotational velocity for approximately 10 min at 200 Hz. Film review was performed to identify data associated with racing laps. For each lap, moving average kinematics were computed and subtracted from the head motion signals to obtain 'adjusted' head motion accounting for lower frequency variance due to periodic motion around the track. From adjusted data, linear and angular head perturbations (i.e., deviations from moving average) were extracted using a custom algorithm. RESULTS Data was collected during 400 driver-races. A total of 2438 laps were segmented from mouthpiece recordings. The median (95th percentile) peak linear acceleration, rotational velocity, and rotational acceleration of all laps were 5.33 (8.28) g, 2.89 (4.60) rad/s, and 179 (310) rad/s2, respectively. Angular perturbations occurred most frequently about the anterior-posterior axis (median lap frequency = 6.39 Hz); whereas linear perturbations occurred most frequently in the inferior-superior direction (7.96 Hz). Nine crash events were recorded by the mouthpiece sensors. The median (95th percentile) peak head kinematics of these events were 13.4 (36.6) g, 9.67 (21.9) rad/s, and 630 (1330) rad/s2. CONCLUSIONS Mouthpiece sensors can be used to measure head kinematics during active racing. Laps, head perturbations, and crashes may be useful units of observation to describe typical head kinematic exposure experienced by drivers while racing. Subsequent research is needed to understand the associations between repetitive racing exposure and neurological function. Higher magnitude events (i.e., crashes) are not uncommon and may result in concussion or more severe injury. Results represent novel characterizations of head kinematic exposure experienced in a dirt track racing environment. This information may inform evidence-based strategies (e.g., vehicle/seat design) to improve driver safety.
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Affiliation(s)
- Tanner M Filben
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina
- School of Biomedical Engineering and Sciences, Virginia Tech - Wake Forest University, Winston-Salem, North Carolina
| | - N Stewart Pritchard
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina
- School of Biomedical Engineering and Sciences, Virginia Tech - Wake Forest University, Winston-Salem, North Carolina
| | - Chesney S Oravec
- Department of Neurosurgery, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Connor W Hile
- Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Jefferson R Bercaw
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Sophia R Zoch
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Logan E Miller
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina
- School of Biomedical Engineering and Sciences, Virginia Tech - Wake Forest University, Winston-Salem, North Carolina
| | - Garrett S Bullock
- Department of Orthopaedic Surgery & Rehabilitation, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Laura A Flashman
- Department of Neurology, Section of Neuropsychology, Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, North Carolina
| | - Christopher M Miles
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina
- Department of Family and Community Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Jillian E Urban
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina
- School of Biomedical Engineering and Sciences, Virginia Tech - Wake Forest University, Winston-Salem, North Carolina
| | - Joel D Stitzel
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina
- School of Biomedical Engineering and Sciences, Virginia Tech - Wake Forest University, Winston-Salem, North Carolina
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11
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Rezaei A, Wu LC. Automated soccer head impact exposure tracking using video and deep learning. Sci Rep 2022; 12:9282. [PMID: 35661123 PMCID: PMC9166706 DOI: 10.1038/s41598-022-13220-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 05/18/2022] [Indexed: 12/05/2022] Open
Abstract
Head impacts are highly prevalent in sports and there is a pressing need to investigate the potential link between head impact exposure and brain injury risk. Wearable impact sensors and manual video analysis have been utilized to collect impact exposure data. However, wearable sensors suffer from high deployment cost and limited accuracy, while manual video analysis is a long and resource-intensive task. Here we develop and apply DeepImpact, a computer vision algorithm to automatically detect soccer headers using soccer game videos. Our data-driven pipeline uses two deep learning networks including an object detection algorithm and temporal shift module to extract visual and temporal features of video segments and classify the segments as header or nonheader events. The networks were trained and validated using a large-scale professional-level soccer video dataset, with labeled ground truth header events. The algorithm achieved 95.3% sensitivity and 96.0% precision in cross-validation, and 92.9% sensitivity and 21.1% precision in an independent test that included videos of five professional soccer games. Video segments identified as headers in the test data set correspond to 3.5 min of total film time, which can be reviewed through additional manual video verification to eliminate false positives. DeepImpact streamlines the process of manual video analysis and can help to collect large-scale soccer head impact exposure datasets for brain injury research. The fully video-based solution is a low-cost alternative for head impact exposure monitoring and may also be expanded to other sports in future work.
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Affiliation(s)
- Ahmad Rezaei
- Department of Mechanical Engineering, University of British Columbia, Vancouver, V6T 1Z4, Canada
| | - Lyndia C Wu
- Department of Mechanical Engineering, University of British Columbia, Vancouver, V6T 1Z4, Canada.
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12
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Bertocci G, Smalley C, Brown N, Dsouza R, Hilt B, Thompson A, Bertocci K, McKinsey K, Cory D, Pierce MC. Head biomechanics of video recorded falls involving children in a childcare setting. Sci Rep 2022; 12:8617. [PMID: 35597795 PMCID: PMC9124183 DOI: 10.1038/s41598-022-12489-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 05/11/2022] [Indexed: 12/04/2022] Open
Abstract
The objective of this study was to characterize head biomechanics of video-recorded falls involving young children in a licensed childcare setting. Children 12 to < 36 months of age were observed using video monitoring during daily activities in a childcare setting (in classrooms and outdoor playground) to capture fall events. Sensors (SIM G) incorporated into headbands worn by the children were used to obtain head accelerations and velocities during falls. The SIM G device was activated when linear acceleration was ≥ 12 g. 174 video-recorded falls activated the SIM G device; these falls involved 31 children (mean age = 21.6 months ± 5.6 SD). Fall heights ranged from 0.1 to 1.2 m. Across falls, max linear head acceleration was 50.2 g, max rotational head acceleration was 5388 rad/s2, max linear head velocity was 3.8 m/s and max rotational head velocity was 21.6 rad/s. Falls with head impact had significantly higher biomechanical measures. There was no correlation between head acceleration and fall height. No serious injuries resulted from falls—only 1 child had a minor injury. In conclusion, wearable sensors enabled characterization of head biomechanics during video-recorded falls involving young children in a childcare setting. Falls in this setting did not result in serious injury.
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Affiliation(s)
- Gina Bertocci
- Department of Bioengineering, University of Louisville, Louisville, KY, USA.
| | - Craig Smalley
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Nathan Brown
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Raymond Dsouza
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Bret Hilt
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Angela Thompson
- Engineering Fundamentals Department, University of Louisville, Louisville, KY, USA
| | - Karen Bertocci
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Keyonna McKinsey
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Danielle Cory
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Mary Clyde Pierce
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital, Chicago, IL, USA
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13
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Basinas I, McElvenny DM, Pearce N, Gallo V, Cherrie JW. A Systematic Review of Head Impacts and Acceleration Associated with Soccer. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19095488. [PMID: 35564889 PMCID: PMC9100160 DOI: 10.3390/ijerph19095488] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/06/2022] [Accepted: 04/26/2022] [Indexed: 02/04/2023]
Abstract
Epidemiological studies of the neurological health of former professional soccer players are being undertaken to identify whether heading the ball is a risk factor for disease or premature death. A quantitative estimate of exposure to repeated sub-concussive head impacts would provide an opportunity to investigate possible exposure-response relationships. However, it is unclear how to formulate an appropriate exposure metric within the context of epidemiological studies. We have carried out a systematic review of the scientific literature to identify the factors that determine the magnitude of head impact acceleration during experiments and from observations during playing or training for soccer, up to the end of November 2021. Data were extracted from 33 experimental and 27 observational studies from male and female amateur players including both adults and children. There was a high correlation between peak linear and angular accelerations in the observational studies (p < 0.001) although the correlation was lower for the experimental data. We chose to rely on an analysis of maximum or peak linear acceleration for this review. Differences in measurement methodology were identified as important determinants of measured acceleration, and we concluded that only data from accelerometers fixed to the head provided reliable information about the magnitude of head acceleration from soccer-related impacts. Exposures differed between men and women and between children and adults, with women on average experiencing higher acceleration but less frequent impacts. Playing position appears to have some influence on the number of heading impacts but less so on the magnitude of the head acceleration. Head-to-head collisions result in high levels of exposure and thus probably risk causing a concussion. We concluded, in the absence of evidence to the contrary, that estimates of the cumulative number of heading impacts over a playing career should be used as the main exposure metric in epidemiological studies of professional players.
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Affiliation(s)
- Ioannis Basinas
- Institute of Occupational Medicine, Research Avenue North, Edinburgh EH14 4AP, UK; (I.B.); (D.M.M.)
- Division of Population Health, Health Services Research & Primary Care, Centre for Occupational and Environmental Health, University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - Damien M. McElvenny
- Institute of Occupational Medicine, Research Avenue North, Edinburgh EH14 4AP, UK; (I.B.); (D.M.M.)
- Division of Population Health, Health Services Research & Primary Care, Centre for Occupational and Environmental Health, University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - Neil Pearce
- Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London WC1E 7HT, UK;
| | - Valentina Gallo
- Campus Fryslân, University of Groningen, 8911 CE Leeuwarden, The Netherlands;
| | - John W. Cherrie
- Institute of Occupational Medicine, Research Avenue North, Edinburgh EH14 4AP, UK; (I.B.); (D.M.M.)
- Institute of Biological Chemistry, Biophysics and Bioengineering, Heriot-Watt University, Edinburgh EH14 4AS, UK
- Correspondence:
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14
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Head Impact Exposure and Biomechanics in University Varsity Women's Soccer. Ann Biomed Eng 2022; 50:1461-1472. [PMID: 35041117 PMCID: PMC8765100 DOI: 10.1007/s10439-022-02914-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 01/01/2022] [Indexed: 11/17/2022]
Abstract
Soccer is a unique sport where players purposefully and voluntarily use their unprotected heads to manipulate the direction of the ball. There are limited soccer head impact exposure data to further study brain injury risks. The objective of the current study was to combine validated mouthpiece sensors with comprehensive video analysis methods to characterize head impact exposure and biomechanics in university varsity women’s soccer. Thirteen female soccer athletes were instrumented with mouthpiece sensors to record on-field head impacts during practices, scrimmages, and games. Multi-angle video was obtained and reviewed for all on-field activity to verify mouthpiece impacts and identify contact scenarios. We recorded 1307 video-identified intentional heading impacts and 1011 video-verified sensor impacts. On average, athletes experienced 1.83 impacts per athlete-exposure, with higher exposure in practices than games/scrimmages. Median and 95th percentile peak linear and peak angular accelerations were 10.0, 22.2 g, and 765, 2296 rad/s2, respectively. Long kicks, top of the head impacts and jumping headers resulted in the highest impact kinematics. Our results demonstrate the importance of investigating and monitoring head impact exposure during soccer practices, as well as the opportunity to limit high-kinematics impact exposure through heading technique training and reducing certain contact scenarios.
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