1
|
Helmet Technology, Head Impact Exposure, and Cortical Thinning Following a Season of High School Football. Ann Biomed Eng 2022; 50:1608-1619. [PMID: 35867315 DOI: 10.1007/s10439-022-03023-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 07/13/2022] [Indexed: 11/01/2022]
Abstract
The purpose of this study was to compare the effects of wearing older, lower-ranked football helmets (LRank) to wearing newer, higher-ranked football helmets (HRank) on pre- to post-season changes in cortical thickness in response to repetitive head impacts and assess whether changes in cortical thickness are associated with head impact exposure for either helmet type. 105 male high-school athletes (NHRank = 52, NLRank = 53) wore accelerometers affixed behind the left mastoid during all practices and games for one regular season of American football to monitor head impact exposure. Pre- and post-season magnetic resonance imaging (MRI) were completed to assess longitudinal changes in cortical thickness. Significant reductions in cortical thickness (i.e., cortical thinning) were observed pre- to post-season for each group, but these longitudinal alterations were not significantly different between the LRank and HRank groups. Further, significant group-by-head impact exposure interactions were observed when predicting changes in cortical thickness. Specifically, a greater frequency of high magnitude head impacts during the football season resulted in greater cortical thinning for the LRank group, but not for the HRank group. These data provide preliminary in vivo evidence that HRank helmets may provide a buffer between the specific effect of high magnitude head impacts on regional thinning by dissipating forces more evenly throughout the cortex. However, future research with larger sample sizes, increased longitudinal measures and additional helmet technologies is warranted to both expand upon and further validate the present study findings.
Collapse
|
2
|
Diekfuss JA, Yuan W, Dudley JA, DiCesare CA, Panzer MB, Talavage TM, Nauman E, Bonnette S, Slutsky-Ganesh AB, Clark J, Anand M, Altaye M, Leach JL, Lamplot JD, Galloway M, Pombo MW, Hammond KE, Myer GD. Evaluation of the Effectiveness of Newer Helmet Designs with Emergent Shell and Padding Technologies Versus Older Helmet Models for Preserving White Matter Following a Season of High School Football. Ann Biomed Eng 2021; 49:2863-2874. [PMID: 34585336 DOI: 10.1007/s10439-021-02863-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 08/31/2021] [Indexed: 01/04/2023]
Abstract
We aimed to objectively compare the effects of wearing newer, higher-ranked football helmets (HRank) vs. wearing older, lower-ranked helmets (LRank) on pre- to post-season alterations to neuroimaging-derived metrics of athletes' white matter. Fifty-four high-school athletes wore an HRank helmet, and 62 athletes wore an LRank helmet during their competitive football season and completed pre- and post-season diffusion tensor imaging (DTI). Longitudinal within- and between-group DTI metrics [fractional anisotropy (FA) and mean/axial/radial diffusivity (MD, AD, RD)] were analyzed using tract-based spatial statistics. The LRank helmet group exhibited significant pre- to post-season reductions in MD, AD, and RD, the HRank helmet group displayed significant pre- to post-season increases in FA, and both groups showed significant pre- to post-season increases in AD (p's < .05 [corrected]). Between-group analyses revealed the pre- to post-season increase in AD was significantly less for athletes wearing HRank compared to LRank (p < .05 [corrected]). These data provide in vivo evidence that wearing an HRank helmet may be efficacious for preserving white matter from head impact exposure during high school football. Future prospective longitudinal investigations with complimentary imaging and behavioral outcomes are warranted to corroborate these initial in vivo findings.
Collapse
Affiliation(s)
- Jed A Diekfuss
- Emory Sports Performance And Research Center (SPARC), Flowery Branch, GA, USA. .,Emory Sports Medicine Center, Atlanta, GA, USA. .,Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA.
| | - Weihong Yuan
- Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.,Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jonathan A Dudley
- Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | | | - Matthew B Panzer
- Center for Applied Biomechanics, Department of Mechanical and Aerospace Engineering, University of Virginia, Charlottesville, VA, USA
| | - Thomas M Talavage
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA.,School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA.,Department of Biomedical Engineering, University of Cincinnati, Cincinnati, OH, USA
| | - Eric Nauman
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA.,School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA
| | - Scott Bonnette
- Division of Sports Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Alexis B Slutsky-Ganesh
- Emory Sports Performance And Research Center (SPARC), Flowery Branch, GA, USA.,Emory Sports Medicine Center, Atlanta, GA, USA.,Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA
| | - Joseph Clark
- Department of Neurology, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Manish Anand
- Emory Sports Performance And Research Center (SPARC), Flowery Branch, GA, USA.,Emory Sports Medicine Center, Atlanta, GA, USA.,Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA
| | - Mekibib Altaye
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - James L Leach
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA.,Division of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Joseph D Lamplot
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA
| | | | - Mathew W Pombo
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA
| | - Kyle E Hammond
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA
| | - Gregory D Myer
- Emory Sports Performance And Research Center (SPARC), Flowery Branch, GA, USA.,Emory Sports Medicine Center, Atlanta, GA, USA.,Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA.,The Micheli Center for Sports Injury Prevention, Waltham, MA, USA
| |
Collapse
|
3
|
Phillips N, Crisco JJ. The Effectiveness of Regulations and Behavioral Interventions on Head Impacts and Concussions in Youth, High-School, and Collegiate Football: A Systematized Review. Ann Biomed Eng 2020; 48:2508-2530. [PMID: 33051744 DOI: 10.1007/s10439-020-02624-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 09/14/2020] [Indexed: 11/29/2022]
Abstract
The purpose of this study was to assess the effectiveness of regulations and behavioral interventions on head impacts and concussions in youth, high-school, and collegiate football, using a systematic search strategy to identify relevant literature. Six databases were searched using key search terms related to three categories: football, head-injuries, and interventions. Studies that met inclusion criteria were included in the study and underwent data extraction. Twenty articles met inclusion criteria and were included in the final systematized review. Of the 20 included studies, 8 studies evaluated interventions in high-school football, 5 studies evaluated interventions in collegiate football, 6 studies evaluated interventions in youth football, and 1 study evaluated interventions in both, high-school and collegiate football. The four categories of interventions and regulations included rule changes, training, education/instruction/coaching tactical changes, and tackle football alternatives. Studies evaluating the effectiveness of interventions and regulations on reducing head impact exposures or head injuries have shown mixed results. Some regulations may be more effective than others, but methodological design and risk of bias pose limitations to generalize effects.
Collapse
Affiliation(s)
- Nicole Phillips
- Bioengineering Laboratory, Department of Orthopaedics, The Warren Alpert Medical School of Brown University and Rhode Island Hospital, CORO West, Suite 404, 1 Hoppin Street, Providence, RI, 02903, USA
| | - Joseph J Crisco
- Bioengineering Laboratory, Department of Orthopaedics, The Warren Alpert Medical School of Brown University and Rhode Island Hospital, CORO West, Suite 404, 1 Hoppin Street, Providence, RI, 02903, USA.
| |
Collapse
|
4
|
Alois J, Bellamkonda S, Campolettano E, Gellner R, Genemaras A, Beckwith JG, Greenwald RM, Smith E, Rowson S, Duma SM, Crisco JJ. Do American Youth Football Players Intentionally Use Their Heads for High-Magnitude Impacts? Am J Sports Med 2019; 47:3498-3504. [PMID: 31697564 PMCID: PMC7408298 DOI: 10.1177/0363546519882034] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Concern for head injuries is widespread and has been reported by the media to be the number one cause of decreased participation in football among the American youth population. Identifying player mechanisms associated with intentional, or purposeful, head impacts should provide critical data for rule modifications, educational programs, and equipment design. PURPOSE To investigate the frequency of intentional and unintentional head impacts and to examine the player mechanisms associated with intentional high-magnitude head impacts by comparing the impact mechanism distributions among session type, player position, and ball possession. STUDY DESIGN Cross-sectional study; Level of evidence, 3. METHODS Head impact sensors and video footage of 68 players were used to analyze and classify 1319 high-magnitude impacts recorded over 1 season of youth football. RESULTS In total, 80% of the high-magnitude head impacts were classified as being caused by intentional use of the head. Head-to-head impact was the primary impact mechanism (n = 868; 82.7%) within the 1050 intentional high-magnitude impacts, with classifiable mechanisms, followed by head-to-body (n = 139; 13.2%), head-to-ground (n = 34; 3.2%), and head-to-equipment (n = 9; 0.9%). Head-to-head impacts also accounted for a greater proportion of impacts during practices (n = 625; 88.9%) than games, for linemen (n = 585; 90.3%) than perimeters and backs, and for ball carriers (n = 72; 79.1%) than tacklers. CONCLUSION Overall, the majority of high-magnitude head impacts were intentional and resulted from head-to-head contact. The proportion of head-to-head contact was significantly higher for practices than games, linemen than backs and perimeter players, and ball carriers than tacklers.
Collapse
Affiliation(s)
- Jaclyn Alois
- Bioengineering Laboratory, Department of Orthopaedics, The Warren Alpert Medical School of Brown University and Rhode Island Hospital, Providence, RI, USA
| | - Srinidhi Bellamkonda
- Bioengineering Laboratory, Department of Orthopaedics, The Warren Alpert Medical School of Brown University and Rhode Island Hospital, Providence, RI, USA
| | - Eamon Campolettano
- Department of Biomedical Engineering and Mechanics at Virginia Tech, Blacksburg, VA, USA
| | - Ryan Gellner
- Department of Biomedical Engineering and Mechanics at Virginia Tech, Blacksburg, VA, USA
| | | | | | | | - Eric Smith
- Department of Statistics at Virginia Tech, Blacksburg, VA, USA
| | - Steven Rowson
- Department of Biomedical Engineering and Mechanics at Virginia Tech, Blacksburg, VA, USA
| | - Stefan M. Duma
- Department of Biomedical Engineering and Mechanics at Virginia Tech, Blacksburg, VA, USA
| | - Joseph J. Crisco
- Bioengineering Laboratory, Department of Orthopaedics, The Warren Alpert Medical School of Brown University and Rhode Island Hospital, Providence, RI, USA
| |
Collapse
|
5
|
Abstract
OBJECTIVE The aim of this study was to quantify head impact exposure for a collegiate women's soccer team over the course of the 2014 season. DESIGN Observational and prospective study. SETTING Virginia Tech women's soccer games and practices. PARTICIPANTS Twenty-six collegiate level women's soccer players with a mean player age of 19 ± 1. INTERVENTIONS Participating players were instrumented with head impact sensors for biomechanical analysis. Video recordings of each event were used to manually verify each impact sustained. MAIN OUTCOME MEASURES Head impact counts by player position and impact situation. RESULTS The sensors collected data from a total of 17 865 accelerative events, 8999 of which were classified as head impacts. Of these, a total of 1703 impacts were positively identified (19% of total real impacts recorded by sensor), 90% of which were associated with heading the ball. The average number of impacts per player per practice or game was 1.86 ± 1.42. Exposure to head impact varied by player position. CONCLUSIONS Head impact exposure was quantified through 2 different methods, which illustrated the challenges associated with autonomously collecting acceleration data with head impact sensors. Users of head impact data must exercise caution when interpreting on-field head impact sensor data.
Collapse
|
6
|
Rowson S, Bland ML, Campolettano ET, Press JN, Rowson B, Smith JA, Sproule DW, Tyson AM, Duma SM. Biomechanical Perspectives on Concussion in Sport. Sports Med Arthrosc Rev 2016; 24:100-7. [PMID: 27482775 PMCID: PMC4975525 DOI: 10.1097/jsa.0000000000000121] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Concussions can occur in any sport. Often, clinical and biomechanical research efforts are disconnected. This review paper analyzes current concussion issues in sports from a biomechanical perspective and is geared toward Sports Med professionals. Overarching themes of this review include the biomechanics of the brain during head impact, role of protective equipment, potential population-based differences in concussion tolerance, potential intervention strategies to reduce the incidence of injury, and common biomechanical misconceptions.
Collapse
Affiliation(s)
- Steven Rowson
- Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA
| | | | | | | | | | | | | | | | | |
Collapse
|
7
|
Hernandez F, Shull PB, Camarillo DB. Evaluation of a laboratory model of human head impact biomechanics. J Biomech 2015; 48:3469-77. [PMID: 26117075 DOI: 10.1016/j.jbiomech.2015.05.034] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Revised: 05/21/2015] [Accepted: 05/24/2015] [Indexed: 11/25/2022]
Abstract
This work describes methodology for evaluating laboratory models of head impact biomechanics. Using this methodology, we investigated: how closely does twin-wire drop testing model head rotation in American football impacts? Head rotation is believed to cause mild traumatic brain injury (mTBI) but helmet safety standards only model head translations believed to cause severe TBI. It is unknown whether laboratory head impact models in safety standards, like twin-wire drop testing, reproduce six degree-of-freedom (6DOF) head impact biomechanics that may cause mTBI. We compared 6DOF measurements of 421 American football head impacts to twin-wire drop tests at impact sites and velocities weighted to represent typical field exposure. The highest rotational velocities produced by drop testing were the 74th percentile of non-injury field impacts. For a given translational acceleration level, drop testing underestimated field rotational acceleration by 46% and rotational velocity by 72%. Primary rotational acceleration frequencies were much larger in drop tests (~100 Hz) than field impacts (~10 Hz). Drop testing was physically unable to produce acceleration directions common in field impacts. Initial conditions of a single field impact were highly resolved in stereo high-speed video and reconstructed in a drop test. Reconstruction results reflected aggregate trends of lower amplitude rotational velocity and higher frequency rotational acceleration in drop testing, apparently due to twin-wire constraints and the absence of a neck. These results suggest twin-wire drop testing is limited in modeling head rotation during impact, and motivate continued evaluation of head impact models to ensure helmets are tested under conditions that may cause mTBI.
Collapse
Affiliation(s)
- Fidel Hernandez
- Department of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA
| | - Peter B Shull
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA; State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - David B Camarillo
- Department of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA; Department of Bioengineering, Stanford University, Stanford, CA 94305, USA.
| |
Collapse
|
8
|
Comrie D, Morey SJ. Letters to the Editor: Football helmet design and concussion. J Neurosurg 2014; 121:491-4. [DOI: 10.3171/2014.2.jns14294] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
|
9
|
Rowson S, Duma SM, Greenwald RM, Beckwith JG, Chu JJ, Guskiewicz KM, Mihalik JP, Crisco JJ, Wilcox BJ, McAllister TW, Maerlender AC, Broglio SP, Schnebel B, Anderson S, Brolinson PG. Can helmet design reduce the risk of concussion in football? J Neurosurg 2014; 120:919-22. [DOI: 10.3171/2014.1.jns13916] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Of all sports, football accounts for the highest incidence of concussion in the US due to the large number of athletes participating and the nature of the sport. While there is general agreement that concussion incidence can be reduced through rule changes and teaching proper tackling technique, there remains debate as to whether helmet design may also reduce the incidence of concussion. A retrospective analysis was performed of head impact data collected from 1833 collegiate football players who were instrumented with helmet-mounted accelerometer arrays for games and practices. Data were collected between 2005 and 2010 from 8 collegiate football teams: Virginia Tech, University of North Carolina, University of Oklahoma, Dartmouth College, Brown University, University of Minnesota, Indiana University, and University of Illinois. Concussion rates were compared between players wearing Riddell VSR4 and Riddell Revolution helmets while controlling for the head impact exposure of each player. A total of 1,281,444 head impacts were recorded, from which 64 concussions were diagnosed. The relative risk of sustaining a concussion in a Revolution helmet compared with a VSR4 helmet was 46.1% (95% CI 28.1%–75.8%). When controlling for each player's exposure to head impact, a significant difference was found between concussion rates for players in VSR4 and Revolution helmets (χ2 = 4.68, p = 0.0305). This study illustrates that differences in the ability to reduce concussion risk exist between helmet models in football. Although helmet design may never prevent all concussions from occurring in football, evidence illustrates that it can reduce the incidence of this injury.
Collapse
Affiliation(s)
- Steven Rowson
- 1School of Biomedical Engineering & Sciences, Virginia Tech-Wake Forest University, Blacksburg, Virginia
| | - Stefan M. Duma
- 1School of Biomedical Engineering & Sciences, Virginia Tech-Wake Forest University, Blacksburg, Virginia
| | - Richard M. Greenwald
- 2Simbex, Lebanon, New Hampshire
- 11Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire
| | | | | | - Kevin M. Guskiewicz
- 3Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina at Chapel Hill, North Carolina
| | - Jason P. Mihalik
- 3Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina at Chapel Hill, North Carolina
| | - Joseph J. Crisco
- 4Department of Orthopaedics, Alpert Medical School of Brown University and Rhode Island Hospital, Providence, Rhode Island
| | - Bethany J. Wilcox
- 4Department of Orthopaedics, Alpert Medical School of Brown University and Rhode Island Hospital, Providence, Rhode Island
| | - Thomas W. McAllister
- 5Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana
| | - Arthur C. Maerlender
- 6Pediatric Neuropsychological Services, Geisel School of Medicine at Dartmouth, and
| | | | | | - Scott Anderson
- 9Department of Intercollegiate Athletics, University of Oklahoma, Norman, Oklahoma; and
| | | |
Collapse
|
10
|
RE: On the accuracy of the Head Impact Telemetry (HIT) system used in football helmets. J Biomech 2014; 47:1557-8. [DOI: 10.1016/j.jbiomech.2013.08.022] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2013] [Accepted: 08/11/2013] [Indexed: 11/23/2022]
|
11
|
Bartsch A, Benzel E, Miele V, Prakash V. Editorial: Leather football helmets. J Neurosurg 2013; 119:803-4. [DOI: 10.3171/2012.12.jns122174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Adam Bartsch
- Spine Research Laboratory, and
- Cleveland Traumatic Neuromechanics Consortium; and
| | - Edward Benzel
- Spine Research Laboratory, and
- Cleveland Traumatic Neuromechanics Consortium; and
- Department of Neurosurgery, Neurological Institute, Cleveland Clinic
| | - Vincent Miele
- Cleveland Traumatic Neuromechanics Consortium; and
- Department of Neurosurgery, Neurological Institute, Cleveland Clinic
- Department of Neurosurgery, West Virginia University, Morgantown, West Virginia
| | - Vikas Prakash
- Cleveland Traumatic Neuromechanics Consortium; and
- Department of Mechanical Engineering, Case Western Reserve University, Cleveland, Ohio; and
| |
Collapse
|
12
|
The Effect of Visual and Sensory Performance on Head Impact Biomechanics in College Football Players. Ann Biomed Eng 2013; 42:1-10. [DOI: 10.1007/s10439-013-0881-8] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2013] [Accepted: 07/24/2013] [Indexed: 10/26/2022]
|
13
|
Rowson S, Duma SM. Brain injury prediction: assessing the combined probability of concussion using linear and rotational head acceleration. Ann Biomed Eng 2013; 41:873-82. [PMID: 23299827 PMCID: PMC3624001 DOI: 10.1007/s10439-012-0731-0] [Citation(s) in RCA: 222] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2012] [Accepted: 12/20/2012] [Indexed: 11/28/2022]
Abstract
Recent research has suggested possible long term effects due to repetitive concussions, highlighting the importance of developing methods to accurately quantify concussion risk. This study introduces a new injury metric, the combined probability of concussion, which computes the overall risk of concussion based on the peak linear and rotational accelerations experienced by the head during impact. The combined probability of concussion is unique in that it determines the likelihood of sustaining a concussion for a given impact, regardless of whether the injury would be reported or not. The risk curve was derived from data collected from instrumented football players (63,011 impacts including 37 concussions), which was adjusted to account for the underreporting of concussion. The predictive capability of this new metric is compared to that of single biomechanical parameters. The capabilities of these parameters to accurately predict concussion incidence were evaluated using two separate datasets: the Head Impact Telemetry System (HITS) data and National Football League (NFL) data collected from impact reconstructions using dummies (58 impacts including 25 concussions). Receiver operating characteristic curves were generated, and all parameters were significantly better at predicting injury than random guessing. The combined probability of concussion had the greatest area under the curve for all datasets. In the HITS dataset, the combined probability of concussion and linear acceleration were significantly better predictors of concussion than rotational acceleration alone, but not different from each other. In the NFL dataset, there were no significant differences between parameters. The combined probability of concussion is a valuable method to assess concussion risk in a laboratory setting for evaluating product safety.
Collapse
Affiliation(s)
- Steven Rowson
- Center for Injury Biomechanics, Virginia Tech-Wake Forest, 440 ICTAS Building, Stanger St., Blacksburg, VA 24061, USA.
| | | |
Collapse
|