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Head-Impact–Measurement Devices: A Systematic Review
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Context: With an estimated 3.8 million sport- and recreation-related concussions occurring annually, targeted prevention and diagnostic methods are needed. Biomechanical analysis of head impacts may provide quantitative information that can inform both prevention and diagnostic strategies. Objective: To assess available head-impact devices and their clinical utility. Data Sources: We performed a systematic search of the electronic database PubMed for peer-reviewed publications, using the following phrases: accelerometer and concussion, head impact telemetry, head impacts and concussion and sensor, head impacts and sensor, impact sensor and concussion, linear acceleration and concussion, rotational acceleration and concussion, and xpatch concussion. In addition to the literature review, a Google search for head impact monitor and concussion monitor yielded 15 more devices. Study Selection: Included studies were performed in vivo, used commercially available devices, and focused on sport-related concussion. Data Extraction: One author reviewed the title and abstract of each study for inclusion and exclusion criteria and then reviewed each full-text article to confirm inclusion criteria. Controversial articles were reviewed by all authors to reach consensus. Data Synthesis: In total, 61 peer-reviewed articles involving 4 head-impact devices were included. Participants in boxing, football, ice hockey, soccer, or snow sports ranged in age from 6 to 24 years; 18% (n = 11) of the studies included female athletes. The Head Impact Telemetry System was the most widely used device (n = 53). Fourteen additional commercially available devices were presented. Conclusions: Measurements collected by impact monitors provided real-time data to estimate player exposure but did not have the requisite sensitivity to concussion. Proper interpretation of previously reported head-impact kinematics across age, sport, and position may inform future research and enable staff clinicians working on the sidelines to monitor athletes. However, head-impact–monitoring systems have limited clinical utility due to error rates, designs, and low specificity in predicting concussive injury.
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“Additional benefits of wearable sensors in the field setting include their applicability in environments where rapid medical care is needed and often not readily available, for example, at the scene of accidents, in military settings, athletics and in resource-constrained environments (Figure 2) [36,138-140].”
From Wearables and the Medical Revolution (2018) · cites this paper as [36]
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The Epidemiology and Impact of Traumatic Brain Injury: A Brief Overview
Langlois, J., Rutland-Brown, W., & Wald, M. (2006) · The journal of head trauma rehabilitation · doi:10.1097/00001199-200609000-00001 · Cited by 3,893
McCrory, P. R., Meeuwisse, W. H., Aubry, M., Cantu, B., Dvořák, J., Echemendía, R. J., Engebretsen, L., Johnston, K., Kutcher, J., Raftery, M., et al. (2013) · Physical Therapy in Sport · doi:10.1016/j.ptsp.2013.03.002 · Cited by 2,141
Guskiewicz, K. M., McCrea, M., Marshall, S. W., Cantu, R. C., Randolph, C., Barr, W., Onate, J. A., & Kelly, J. P. (2003) · JAMA · doi:10.1001/jama.290.19.2549 · Cited by 1,712
American Medical Society for Sports Medicine position statement: concussion in sport
Harmon, K. G., Drezner, J. A., Gammons, M. R., Guskiewicz, K. M., Halstead, M., Herring, S. A., Kutcher, J. S., Pana, A., Putukian, M., & Roberts, W. O. (2012) · British Journal of Sports Medicine · doi:10.1136/bjsports-2012-091941 · Cited by 1,433
The New Neurometabolic Cascade of Concussion
Giza, C. C., & Hovda, D. A. (2014) · Neurosurgery · doi:10.1227/neu.0000000000000505 · Cited by 1,353
Unreported Concussion in High School Football Players: Implications for Prevention
McCrea, M., Hammeke, T., Olsen, G., Leo, P., & Guskiewicz, K. (2004) · Clinical Journal of Sport Medicine · doi:10.1097/00042752-200401000-00003 · Cited by 1,220
Epidemiology of Concussions Among United States High School Athletes in 20 Sports
Marar, M., McIlvain, N. M., Fields, S. K., & Comstock, R. D. (2012) · The American Journal of Sports Medicine · doi:10.1177/0363546511435626 · Cited by 955
Giza, C. C., Kutcher, J. S., Ashwal, S., Barth, J. T., Getchius, T. S. D., Gioia, G. A., Gronseth, G., Guskiewicz, K. M., Mandel, S. M., Manley, G. T., et al. (2013) · Neurology · doi:10.1212/wnl.0b013e31828d57dd · Cited by 933
Epidemiology of Concussion in Collegiate and High School Football Players
Guskiewicz, K. M., Weaver, N. L., Padua, D. A., & Garrett, W. E. J. (2000) · The American Journal of Sports Medicine · doi:10.1177/03635465000280050401 · Cited by 851
Concussions Among United States High School and Collegiate Athletes
Cantu, R. C. (2009) · Yearbook of Sports Medicine · doi:10.1016/s0162-0908(08)79294-8 · Cited by 787
Concussions among United States high school and collegiate athletes.
Gessel, L. M., Fields, S. K., Collins, C. L., Dick, R. W., & Comstock, R. D. (2007) · PubMed Central · Cited by 776
McCrory, P. R., Meeuwisse, W. H., Aubry, M., Cantu, B., Dvořák, J., Echemendía, R. J., Engebretsen, L., Johnston, K., Kutcher, J. S., Raftery, M., et al. (2013) · Clinical Journal of Sport Medicine · doi:10.1097/jsm.0b013e31828b67cf · Cited by 736
Holbourn, A. (1943) · The Lancet · doi:10.1016/s0140-6736(00)87453-x · Cited by 681
Trends in Concussion Incidence in High School Sports
Lincoln, A. E., Caswell, S. V., Almquist, J. L., Dunn, R. E., Norris, J. B., & Hinton, R. Y. (2011) · The American Journal of Sports Medicine · doi:10.1177/0363546510392326 · Cited by 627
How to write a systematic review
Harris, J. D., Quatman, C. E., Manring, M. M., Siston, R. A., & Flanigan, D. C. (2014) · The American Journal of Sports Medicine · doi:10.1177/0363546513497567 · Cited by 606
A Review of the Severity Index
Versace, J. (1971) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/710881 · Cited by 588
Recovery from mild concussion in high school athletes
Lovell, M. R., Collins, M. W., Iverson, G. L., Field, M., Maroon, J. C., Cantu, R. C., Podell, K., Powell, J. W., Belza, M. G., & Fu, F. H. (2003) · Journal of neurosurgery · doi:10.3171/jns.2003.98.2.0296 · Cited by 499
Rotational Head Kinematics in Football Impacts: An Injury Risk Function for Concussion
Rowson, S., Duma, S. M., Beckwith, J. G., Chu, J. J., Greenwald, R. M., Crisco, J. J., Brolinson, P. G., Duhaime, A., McAllister, T. W., & Maerlender, A. (2011) · Annals of Biomedical Engineering · doi:10.1007/s10439-011-0392-4 · Cited by 492
Self-citationHEAD IMPACT SEVERITY MEASURES FOR EVALUATING MILD TRAUMATIC BRAIN INJURY RISK EXPOSURE
Greenwald, R., Gwin, J. T., Chu, J., & Crisco, J. (2008) · Neurosurgery · doi:10.1227/01.neu.0000318162.67472.ad · Cited by 476
Is there a gender difference in concussion incidence and outcomes?
Dick, R. W. (2009) · British Journal of Sports Medicine · doi:10.1136/bjsm.2009.058172 · Cited by 462
Epidemiology of Sports-Related Concussion in NCAA Athletes From 2009-2010 to 2013-2014
Zuckerman, S., Kerr, Z., Yengo-Kahn, A., Wasserman, E., Covassin, T., & Solomon, G. (2015) · American Journal of Sports Medicine · doi:10.1177/0363546515599634 · Cited by 437
Analysis of Real-time Head Accelerations in Collegiate Football Players
Duma, S., Manoogian, S., Bussone, W. R., Brolinson, P. G., Goforth, M., Donnenwerth, J., Greenwald, R., Chu, J., & Crisco, J. (2005) · Clinical Journal of Sports Medicine · doi:10.1097/00042752-200501000-00002 · Cited by 429
Self-citationFrequency and Location of Head Impact Exposures in Individual Collegiate Football Players
Crisco, J. J., Fiore, R., Beckwith, J. G., Chu, J. J., Brolinson, P. G., Duma, S., McAllister, T. W., Duhaime, A.-C., & Greenwald, R. M. (2010) · Journal of Athletic Training · doi:10.4085/1062-6050-45.6.549 · Cited by 429
Self-citationGuskiewicz, K. M., Mihalik, J. P., Shankar, V., Marshall, S. W., Crowell, D. H., Oliaro, S. M., Ciocca, M. F., & Hooker, D. N. (2007) · Neurosurgery · doi:10.1227/01.neu.0000306103.68635.1a · Cited by 423
Use of a Weighted-Impulse Criterion for Estimating Injury Hazard
Gadd, C. W. (1966) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/660793 · Cited by 413
Rowson, S., & Duma, S. M. (2013) · Annals of Biomedical Engineering · doi:10.1007/s10439-012-0731-0 · Cited by 392
Self-citationStandard regression-based methods for measuring recovery after sport-related concussion
McCrea, M., Barr, W., Guskiewicz, K. M., RANDOLPH, C. C., Marshall, S. W., Cantu, R. C., Oñate, J. A., & Kelly, J. P. (2005) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617705050083 · Cited by 373
TEMPORAL WINDOW OF METABOLIC BRAIN VULNERABILITY TO CONCUSSION
Vagnozzi, R., Signoretti, S., Tavazzi, B., Floris, R., Ludovici, A., Marziali, S., Tarascio, G., Amorini, A. M., Pietro, V. D., Delfini, R., et al. (2008) · Neurosurgery · doi:10.1227/01.neu.0000333300.34189.74 · Cited by 357
Diagnosis and management of concussion in sports
Kelly, J. P., & Rosenberg, J. H. (1997) · Neurology · doi:10.1212/wnl.48.3.575 · Cited by 340
Repeated Mild Traumatic Brain Injury: Mechanisms of Cerebral Vulnerability
Prins, M. L., Alexander, D., Giza, C. C., & Hovda, D. A. (2012) · Journal of Neurotrauma · doi:10.1089/neu.2012.2399 · Cited by 328
Is head injury caused by linear or angular acceleration
King, A. I., Yang, K. H., Zhang, L., Hardy, W. N., & Viano, D. C. (2003) · Cited by 314
MEASUREMENT OF HEAD IMPACTS IN COLLEGIATE FOOTBALL PLAYERS
Mihalik, J. P., Bell, D. R., Marshall, S. W., & Guskiewicz, K. M. (2007) · Neurosurgery · doi:10.1227/01.neu.0000306101.83882.c8 · Cited by 314
Head Impacts During High School Football: A Biomechanical Assessment
Broglio, S. P., Sosnoff, J. J., Shin, S., He, X., Alcaraz, C. A., & Zimmerman, J. P. (2009) · Journal of Athletic Training · doi:10.4085/1062-6050-44.4.342 · Cited by 306
Self-citationConcussion in Professional Football: Location and Direction of Helmet Impacts—Part 2
Pellman, E. J., Viano, D. C., TUCKER, A. M., & Casson, I. R. (2003) · Neurosurgery · doi:10.1227/01.neu.0000093499.20604.21 · Cited by 301
TEMPORAL WINDOW OF METABOLIC BRAIN VULNERABILITY TO CONCUSSIONS
Tavazzi, B., Vagnozzi, R., Signoretti, S., Amorini, A. M., Finocchiaro, A., Cimatti, M., Delfini, R., Pietro, V. D., Belli, A., & Lazzarino, G. (2007) · Neurosurgery · doi:10.1227/01.neu.0000255525.34956.3f · Cited by 297
Head impact exposure in collegiate football players
Crisco, J. J., Wilcox, B. J., Beckwith, J. G., Chu, J. J., Duhaime, A.-C., Rowson, S., Duma, S. M., Maerlender, A. C., McAllister, T. W., & Greenwald, R. M. (2011) · Journal of Biomechanics · doi:10.1016/j.jbiomech.2011.08.003 · Cited by 294
Self-citationRowson, S., & Duma, S. M. (2011) · Annals of Biomedical Engineering · doi:10.1007/s10439-011-0322-5 · Cited by 293
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Williamson, I. J. S., & Goodman, D. (2006) · British Journal of Sports Medicine · doi:10.1136/bjsm.2005.021832 · Cited by 273
Prasad, P. P., & Mertz, H. J. (1985) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/851246 · Cited by 272
Biomechanical Properties of Concussions in High School Football
Broglio, S. P., Schnebel, B., Sosnoff, J. J., Shin, S., Feng, X., He, X., & Zimmerman, J. P. (2010) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3181dd9156 · Cited by 270
Self-citationCumulative Head Impact Burden in High School Football
Broglio, S. P., Eckner, J. T., Martini, D. N., Sosnoff, J. J., Kutcher, J. S., & RANDOLPH, C. C. (2011) · Journal of Neurotrauma · doi:10.1089/neu.2011.1825 · Cited by 266
Self-citationRisk of Injury Associated With Body Checking Among Youth Ice Hockey Players
Emery, C. A. (2010) · JAMA · doi:10.1001/jama.2010.755 · Cited by 266
Biomechanics of Sport Concussion
Guskiewicz, K. M., & Mihalik, J. P. (2010) · Exercise and Sport Sciences Reviews · doi:10.1097/jes.0b013e318201f53e · Cited by 263
Balance Assessment in the Management of Sport-Related Concussion
Guskiewicz, K. M. (2010) · Clinics in Sports Medicine · doi:10.1016/j.csm.2010.09.004 · Cited by 261
McAllister, T. W., Ford, J., Ji, S., Beckwith, J. G., Flashman, L. A., Paulsen, K. D., & Greenwald, R. M. (2011) · Annals of Biomedical Engineering · doi:10.1007/s10439-011-0402-6 · Cited by 251
GURDJIAN, E. S., Roberts, V. L., & Thomas, L. M. (1966) · The Journal of Trauma: Injury, Infection, and Critical Care · doi:10.1097/00005373-196609000-00005 · Cited by 246
Linear and Angular Head Acceleration Measurements in Collegiate Football
Rowson, S., Brolinson, G. P., Goforth, M., Dietter, D., & Duma, S. M. (2009) · Journal of Biomechanical Engineering · doi:10.1115/1.3130454 · Cited by 246
Self-citationCan we manage sport related concussion in children the same as in adults?: Figure 1
McCrory, P. R., Collie, A., Anderson, V. A., & Davis, G. A. (2004) · British Journal of Sports Medicine · doi:10.1136/bjsm.2004.014811 · Cited by 233
Davenport, E. M., Whitlow, C. T., Urban, J. E., Espeland, M. A., Jung, Y., Rosenbaum, D. A., Gioia, G. A., Powers, A. K., Stitzel, J. D., & Maldjian, J. A. (2014) · Journal of Neurotrauma · doi:10.1089/neu.2013.3233 · Cited by 229
IN VIVO STUDY OF HEAD IMPACTS IN FOOTBALL
Schnebel, B., Gwin, J. T., Anderson, S. A., & Gatlin, R. (2007) · Neurosurgery · doi:10.1227/01.neu.0000249286.92255.7f · Cited by 216
Head Impact Exposure in Youth Football
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Kleiven, S. (2013) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2013.00015 · Cited by 198
Collision Type and Player Anticipation Affect Head Impact Severity Among Youth Ice Hockey Players
Mihalik, J. P., Blackburn, J. T., Greenwald, R. M., Cantu, R. C., Marshall, S. W., & Guskiewicz, K. M. (2010) · PEDIATRICS · doi:10.1542/peds.2009-2849 · Cited by 197
Cobb, B. R., Urban, J. E., Davenport, E. M., Rowson, S., Duma, S. M., Maldjian, J. A., Whitlow, C. T., Powers, A. K., & Stitzel, J. D. (2013) · Annals of Biomedical Engineering · doi:10.1007/s10439-013-0867-6 · Cited by 195
Self-citationGysland, S. M., Mihalik, J. P., Register-Mihalik, J. K., Trulock, S. C., Shields, E. W., & Guskiewicz, K. M. (2012) · Annals of Biomedical Engineering · doi:10.1007/s10439-011-0421-3 · Cited by 189
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Moser, R. S., Iverson, G. L., Echemendía, R. J., LOVELL, M., Philip Schatz, A., Webbe, F. M., Ruff, R. M., & Barth, J. T. (2007) · Archives of Clinical Neuropsychology · doi:10.1016/j.acn.2007.09.004 · Cited by 173
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Beckwith, J. G., Greenwald, R. M., Chu, J. J., Crisco, J. J., Rowson, S., Duma, S. M., Broglio, S. P., McAllister, T. W., Guskiewicz, K. M., Mihalik, J. P., et al. (2013) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3182792ed7 · Cited by 170
Self-citationValidation of Concussion Risk Curves for Collegiate Football Players Derived from HITS Data
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Self-citationKing, D. A., Hume, P. A., Brughelli, M., & Gissane, C. (2014) · The American Journal of Sports Medicine · doi:10.1177/0363546514560876 · Cited by 164
Ji, S., Zhao, W., Ford, J., Beckwith, J. G., Bolander, R. P., Greenwald, R. M., Flashman, L. A., Paulsen, K. D., & McAllister, T. W. (2014) · Journal of Neurotrauma · doi:10.1089/neu.2013.3268 · Cited by 153
Quantifying Head Impact Exposure in Collegiate Women's Soccer
Press, J. N., & Rowson, S. (2016) · Clinical Journal of Sport Medicine · doi:10.1097/jsm.0000000000000313 · Cited by 152
Self-citationUrban, J. E., Davenport, E. M., Golman, A. J., Maldjian, J. A., Whitlow, C. T., Powers, A. K., & Stitzel, J. D. (2013) · Annals of Biomedical Engineering · doi:10.1007/s10439-013-0861-z · Cited by 150
Analysis of Linear Head Accelerations from Collegiate Football Impacts
Brolinson, P. G., Manoogian, S. J., McNeely, D. E., Goforth, M., Greenwald, R. M., & Duma, S. M. (2006) · Current Sports Medicine Reports · doi:10.1097/01.csmr.0000306515.87053.fa · Cited by 146
Self-citationSiegmund, G. P., Guskiewicz, K. M., Marshall, S. W., DeMarco, A. L., & Bonin, S. J. (2016) · Annals of Biomedical Engineering · doi:10.1007/s10439-015-1420-6 · Cited by 145
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Self-citationDuhaime, A., Beckwith, J. G., Maerlender, A., McAllister, T. W., Crisco, J. J., Duma, S. M., Brolinson, P. G., Rowson, S., Flashman, L. A., Chu, J. J., et al. (2012) · Journal of neurosurgery · doi:10.3171/2012.8.jns112298 · Cited by 142
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Davis, G. A., Iverson, G. L., Guskiewicz, K. M., Ptito, A., & Johnston, K. M. (2009) · British Journal of Sports Medicine · doi:10.1136/bjsm.2009.058123 · Cited by 126
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Self-citationKerr, Z. Y., Yeargin, S. W., McLeod, T. C. V., Nittoli, V. C., Mensch, J. M., Dodge, T. M., Hayden, R., & Dompier, T. P. (2015) · Orthopaedic Journal of Sports Medicine · doi:10.1177/2325967115594578 · Cited by 120
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Broglio, S. P., Eckner, J. T., Surma, T., & Kutcher, J. S. (2011) · Journal of Neurotrauma · doi:10.1089/neu.2011.1905 · Cited by 112
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Mihalik, J. P., Guskiewicz, K. M., Marshall, S. W., Blackburn, J. T., Cantu, R. C., & Greenwald, R. M. (2011) · Annals of Biomedical Engineering · doi:10.1007/s10439-011-0405-3 · Cited by 89
Head Impact Exposure in Youth Football
Young, T., Daniel, R. W., Rowson, S., & Duma, S. M. (2013) · Clinical Journal of Sport Medicine · doi:10.1097/jsm.0000000000000055 · Cited by 87
Self-citationKing, D. A., Hume, P. A., Gissane, C., Brughelli, M., & Clark, T. N. (2015) · Sports Medicine · doi:10.1007/s40279-015-0423-7 · Cited by 86
Subconcussive Head Impact Biomechanics
Martini, D. N., Eckner, J. T., Kutcher, J. S., & Broglio, S. P. (2013) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3182798758 · Cited by 85
Self-citationValidation of a Helmet-Based System to Measure Head Impact Biomechanics in Ice Hockey
Allison, M. A., Kang, Y. S., Bolte, J. H., Maltese, M. R., & Arbogast, K. B. (2013) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3182a32d0d · Cited by 84
Head-Impact Mechanisms in Men's and Women's Collegiate Ice Hockey
Wilcox, B. J., Machan, J. T., Beckwith, J. G., Greenwald, R. M., Burmeister, E., & Crisco, J. J. (2014) · Journal of Athletic Training · doi:10.4085/1062-6050-49.3.19 · Cited by 83
Football Players' Head-Impact Exposure After Limiting of Full-Contact Practices
Broglio, S. P., Williams, R. M., O’Connor, K. L., & Goldstick, J. E. (2016) · Journal of Athletic Training · doi:10.4085/1062-6050-51.7.04 · Cited by 79
Self-citationA prospective study of punch biomechanics and cognitive function for amateur boxers
Stojsih, S. E., Boitano, M. A., Wilhelm, M., & BIR, C. A. (2008) · British Journal of Sports Medicine · doi:10.1136/bjsm.2008.052845 · Cited by 78
No Evidence for a Cumulative Impact Effect on Concussion Injury Threshold
Eckner, J. T., Sabin, M. J., Kutcher, J. S., & Broglio, S. P. (2011) · Journal of Neurotrauma · doi:10.1089/neu.2011.1910 · Cited by 76
Self-citationEarly results of a helmetless-tackling intervention to decrease head impacts in football players
Swartz, E. E., Broglio, S. P., Cook, S. B., Cantu, R. C., Ferrara, M. S., Guskiewicz, K. M., & Myers, J. L. (2015) · Journal of Athletic Training · doi:10.4085/1062-6050-51.1.06 · Cited by 75
Self-citationMechanisms of brain impact injuries and their prediction: A review
Post, A., & Hoshizaki, T. B. (2012) · Trauma · doi:10.1177/1460408612446573 · Cited by 74
Head Impact Exposure During a Weekend Youth Soccer Tournament
Chrisman, S. P. D., Donald, C. L. M., Friedman, S. D., Andre, J. B., Rowhani‐Rahbar, A., Drescher, S., Stein, E. M., Holm, M., Evans, N., Poliakov, A. V., et al. (2016) · Journal of Child Neurology · doi:10.1177/0883073816634857 · Cited by 74
Head Impact Exposure and Neurologic Function of Youth Football Players
Munce, T. A., Dorman, J. C., Thompson, P. A., Valentine, V. D., & Bergeron, M. F. (2014) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000591 · Cited by 73
The Effect of Play Type and Collision Closing Distance on Head Impact Biomechanics
Ocwieja, K. E., Mihalik, J. P., Marshall, S. W., Schmidt, J. D., Trulock, S. C., & Guskiewicz, K. M. (2011) · Annals of Biomedical Engineering · doi:10.1007/s10439-011-0401-7 · Cited by 70
Wilcox, B. J., Beckwith, J. G., Greenwald, R. M., Raukar, N. P., Chu, J. J., McAllister, T. W., Flashman, L. A., Maerlender, A., Duhaime, A., & Crisco, J. J. (2015) · Journal of Biomechanics · doi:10.1016/j.jbiomech.2015.04.005 · Cited by 64
Gwin, J. T., Chu, J. J., Diamond, S. G., Halstead, P. D., Crisco, J. J., & Greenwald, R. M. (2009) · Journal of Biomechanical Engineering · doi:10.1115/1.4000249 · Cited by 64
Frequency, magnitude, and distribution of head impacts in Pop Warner football: The cumulative burden
Wong, R. H., Wong, A. K., & Bailes, J. E. (2013) · Clinical Neurology and Neurosurgery · doi:10.1016/j.clineuro.2013.11.036 · Cited by 63
Practice type effects on head impact in collegiate football
Reynolds, B. B., Patrie, J., Henry, E. J., Goodkin, H. P., Broshek, D. K., Wintermark, M., & Druzgal, T. J. (2016) · Journal of neurosurgery · doi:10.3171/2015.5.jns15573 · Cited by 61
IMPACT INJURY AND CRASH PROTECTION
GURDJIAN, E. S., Lange, W. A., Patrick, L. M., & Thomas, M. E. (1970) · Plastic & Reconstructive Surgery · doi:10.1097/00006534-197011000-00018 · Cited by 60
Kutcher, J. S., McCrory, P. R., Davis, G. A., Ptito, A., Meeuwisse, W. H., & Broglio, S. P. (2013) · British Journal of Sports Medicine · doi:10.1136/bjsports-2013-092257 · Cited by 60
Self-citationMeasurement of Head Impacts in Youth Ice Hockey Players
Reed, N. S., Taha, T., Keightley, M., Duggan, C., McAuliffe, J. E., Cubos, J., Baker, J. R., Faught, B. E., McPherson, M. N., & Montelpare, W. J. (2010) · International Journal of Sports Medicine · doi:10.1055/s-0030-1263103 · Cited by 55
Stemper, B. D., & Pintar, F. A. (2014) · Progress in neurological surgery · doi:10.1159/000358748 · Cited by 50
Is migraine a risk factor for the development of concussion?
Gordon, K., Dooley, J. M., & Wood, E. P. (2006) · British Journal of Sports Medicine · doi:10.1136/bjsm.2005.022251 · Cited by 46
Characteristics of head impacts sustained by youth ice hockey players
Mihalik, J. P., Guskiewicz, K. M., JEFFRIES, J., Greenwald, R. M., & Marshall, S. W. (2008) · Proceedings of the Institution of Mechanical Engineers Part P Journal of Sports Engineering and Technology · doi:10.1243/17543371jset4 · Cited by 46
King, D. A., Hume, P. A., Gissane, C., & Clark, T. N. (2016) · Journal of Neurosurgery: Pediatrics · doi:10.3171/2015.12.peds15605 · Cited by 43
Every newton hertz: A macro to micro approach to investigating brain injury
Duma, S. M., & Rowson, S. (2009) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2009.5333423 · Cited by 30
Self-citationDickson, T. J., Trathen, S., Waddington, G., Terwiel, F., & Baltis, D. (2016) · Applied Ergonomics · doi:10.1016/j.apergo.2015.08.006 · Cited by 21
Does Visual Performance Influence Head Impact Severity Among High School Football Athletes?
Schmidt, J. D., Guskiewicz, K. M., Mihalik, J. P., Blackburn, J. T., Siegmund, G. P., & Marshall, S. W. (2014) · Clinical Journal of Sport Medicine · doi:10.1097/jsm.0000000000000143 · Cited by 19
The Effect of Head Impact Location on Day of Diagnosed Concussion in College Football
LIAO, S., Lynall, R. C., & Mihalik, J. P. (2016) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000896 · Cited by 19
Head acceleration measurements in middle school football.
Daniel, R. W., Rowson, S., & Duma, S. M. (2014) · PubMed · Cited by 14
Self-citationRowson, S., Goforth, M., Dietter, D., Brolinson, P. G., & Duma, S. M. (2009) · PubMed · Cited by 13
Self-citationHigh magnitude head impacts experienced during youth football practices.
Young, T., Rowson, S., & Duma, S. M. (2014) · PubMed · Cited by 8
Self-citationForeman, S., & Crossman, D. (2014) · doi:10.1520/stp155220120156 · Cited by 4
Flagged first, then by citations
1 of the 121 references couldn’t be matched to a known paper.
Research works printed but not linked: 5
- Wallerson, Youth participation weakens in basketball, football, baseball, soccer: fewer children play team sports, Wall Street Journal
- Ommaya, 1985, Biomechanics of head injury: experimental aspects, The Biomechanics of Trauma, 245
- Shorten, 2003, Sports surfaces and the risk of traumatic brain injury, Sports Surfaces
- Guskiewicz, 2011, Biomechanics of sport concussion: quest for the elusive injury threshold, Exerc Sport Sci Rev, 39, 4, 10.1097/JES.0b013e318201f53e · DOI
- Belson, Ivy League moves to eliminate tackling at football practices, New York Times
Cited by
Sorted by citations
Wearables and the Medical Revolution
Dunn, J., Runge, R., & Snyder, M. (2018) · Personalized Medicine · doi:10.2217/pme-2018-0044 · Cited by 654
“Preventice Bodyguardian Heart Ambulatory cardiac monitoring Ordered through physician billed directly to insurance Chest patch Accel, ECG Cleared [36]”
American Medical Society for Sports Medicine position statement on concussion in sport
Harmon, K. G., Clugston, J. R., Dec, K. L., Hainline, B. W., Herring, S. A., Kane, S. F., Kontos, A. P., Leddy, J. J., McCrea, M., Poddar, S. K., et al. (2019) · British Journal of Sports Medicine · doi:10.1136/bjsports-2018-100338 · Cited by 491
Broglio, S. P., McCrea, M., McAllister, T. W., Harezlak, J., Katz, B. P., Hack, D. C., & Hainline, B. W. (2017) · Sports Medicine · doi:10.1007/s40279-017-0707-1 · Cited by 340
Self-citationMcKee, A. C., Stein, T. D., Huber, B. R., Crary, J. F., Bieniek, K., Dickson, D., Alvarez, V. E., Cherry, J. D., Farrell, K., Butler, M., et al. (2023) · Acta Neuropathologica · doi:10.1007/s00401-023-02540-w · Cited by 244
“The methods, however, were limited by low statistical power, inaccurate assessments of career duration (measured only as age at retirement), and the combination of football players with ice hockey players, sports with very different RHI exposure profiles [81, 93] A recent study demonstrated a dose–response relationshi…”
MethodAmerican Medical Society for Sports Medicine Position Statement on Concussion in Sport
Harmon, K. G., Clugston, J. R., Dec, K., Hainline, B., Herring, S. A., Kane, S., Kontos, A. P., Leddy, J. J., McCrea, M. A., Poddar, S. K., et al. (2019) · Clinical Journal of Sport Medicine · doi:10.1097/jsm.0000000000000720 · Cited by 173
“Neither a device nor a specific thresholdmeasure of force or angular acceleration can be used to diagnose concussion.(38,48) Some athletes experience high forces with no clinical symptoms of concussion, and some athletes sustain a concussion at much lower impact forces, making current impact measures a poor predictor…”
Metadata
- Authors
- O'Connor, K. L., Rowson, S., Duma, S. M., & Broglio, S. P.
- Affiliations
- NeuroTrauma Research Laboratory, University of Michigan, Ann Arbor;
- Virginia Tech - Wake Forest University School of Biomedical Engineering & Sciences (US)
- University of Michigan (US)
- Venue
- Journal of Athletic Training
- Published
- 2017-03-01
- Volume
- 52
- Issue
- 3
- Pages
- 206-227
- ISSN
- 1062-6050 (ISSN-L)
- PMC
- PMC5384819
- OpenAlex
- W2605194641
- Cited by
- 210
- References
- 121
- Citations by year
- 2026: 12 · 2025: 18 · 2024: 29 · 2023: 19 · 2022: 31 · 2021: 36 · 2020: 29 · 2019: 19 · 2018: 9 · 2017: 7
- FWCI
- 2.32
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Athletic Training (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Clinical Neurology › Traumatic Brain Injury Research
- Physical Sciences › Engineering › Biomedical Engineering › Automotive and Human Injury Biomechanics
- Health Sciences › Medicine › Orthopedics and Sports Medicine › Sports injuries and prevention
- Keywords
- head impact monitoring, sports-related concussion, impact sensors, accelerometer, concussion diagnosis, concussion prevention, angular acceleration, linear acceleration, athlete exposure
- MeSH terms
- Acceleration, Adolescent, Adult, Athletic Injuries, Biomechanical Phenomena, Boxing, Brain Concussion, Child, Female, Football, Head, Head Protective Devices, Hockey, Humans, Male, Soccer, Sports Medicine, Telemetry, Young Adult, Athletes
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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