1
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Lempke LB, Caccese JB, Syrydiuk RA, Buckley TA, Chrisman SPD, Clugston JR, Eckner JT, Ermer E, Esopenko C, Jain D, Kelly LA, Memmini AK, Mozel AE, Putukian M, Susmarski A, Pasquina PF, McCrea MA, McAllister TW, Broglio SP, Master CL. Female Collegiate Athletes' Concussion Characteristics and Recovery Patterns: A Report from the NCAA-DoD CARE Consortium. Ann Biomed Eng 2024; 52:2741-2755. [PMID: 37751028 DOI: 10.1007/s10439-023-03367-y] [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: 07/14/2023] [Accepted: 09/07/2023] [Indexed: 09/27/2023]
Abstract
Concussion has been described in the United States (US) collegiate student-athlete population, but female-specific findings are often underrepresented and underreported. Our study aimed to describe female collegiate student-athletes' initial injury characteristics and return to activity outcomes following concussion. Female collegiate student-athletes (n = 1393) from 30-US institutions experienced a concussion and completed standardized, multimodal concussion assessments from pre-injury through unrestricted return to play (uRTP) in this prospective, longitudinal cohort study. Initial injury presentation characteristics, assessment, and return to activity outcomes [<48-h (acute), return to learn, initiate return to play (iRTP), uRTP] were collected. We used descriptive statistics to report injury characteristics, return to activity outcomes, and post-injury assessment performance change categorization (worsened, unchanged, improved) based on change score confidence rank criteria across sport contact classifications [contact (n = 661), limited (n = 446), non-contact (n = 286)]. The median (25th to 75th percentile) days to return to learn was 6.0 (3.0-10.0), iRTP was 8.1 (4.8-13.8), and uRTP was 14.8 (9.9-24.0), but varied by contact classification. Across contact levels, the majority experienced worse SCAT total symptom severity (72.8-82.6%), ImPACT reaction time (91.2-92.6%), and BSI-18 total score (45.2-51.8%) acutely relative to baseline, but unchanged BESS total errors (58.0-60.9%), SAC total score (71.5-76.1%), and remaining ImPACT domains (50.6-66.5%). Our findings provide robust estimates of the typical female collegiate student-athlete presentation and recovery trajectory following concussion, with overall similar findings to the limited female collegiate student-athlete literature. Overall varying confidence rank classification was observed acutely. Our findings provide clinically-relevant insights for athletes, clinicians, researchers, and policymakers to inform efforts specific to females experiencing concussion.
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Affiliation(s)
- Landon B Lempke
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA.
- Exercise and Sport Science Initiative, University of Michigan, Ann Arbor, MI, USA.
- , 830 North University Avenue, Suite 4000, Ann Arbor, MI, 48109, USA.
| | - Jaclyn B Caccese
- School of Health and Rehabilitation Sciences, The Ohio State University, Columbus, OH, USA
| | - Reid A Syrydiuk
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
| | - Thomas A Buckley
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE, USA
| | - Sara P D Chrisman
- Division of Adolescent Medicine, University of Washington, Seattle, WA, USA
| | - James R Clugston
- Departments of Community Health Family Medicine and Neurology, University of Florida, Gainesville, FL, USA
| | - James T Eckner
- Department of Physical Medicine & Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - Elsa Ermer
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Carrie Esopenko
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Divya Jain
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Louise A Kelly
- Department of Exercise Science, California Lutheran University, Thousand Oaks, CA, USA
| | - Allyssa K Memmini
- Department of Health, Exercise & Sports Sciences, University of New Mexico, Albuquerque, NM, USA
| | - Anne E Mozel
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | | | - Adam Susmarski
- Department of Orthopedics and Sports Medicine, United States Naval Academy, Annapolis, MD, USA
| | - Paul F Pasquina
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Michael A McCrea
- Center for Neurotrauma Research, Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Thomas W McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
| | - Christina L Master
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Orthopaedics and Sports Medicine, Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
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2
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Lempke LB, Ermer E, Boltz AJ, Caccese J, Buckley TA, Cameron KL, Chrisman SPD, D'Lauro C, Eckner JT, Esopenko C, Hunt TN, Jain D, Kelly LA, Memmini AK, Mozel AE, Putukian M, Susmarski A, Pasquina PF, McCrea MA, McAllister TW, Broglio SP, Master CL. Initial Mild Traumatic Brain Injury Characteristics and Recovery Patterns Among Females Across the United States Military Service Academies: A Report from the NCAA-DoD CARE Consortium. Ann Biomed Eng 2024; 52:2756-2767. [PMID: 37743459 DOI: 10.1007/s10439-023-03374-z] [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: 07/13/2023] [Accepted: 09/15/2023] [Indexed: 09/26/2023]
Abstract
Mild traumatic brain injury (mTBI) has been described in the United States (US) military service academy cadet population, but female-specific characteristics and recovery outcomes are poorly characterized despite sex being a confounder. Our objective was to describe female cadets' initial characteristics, assessment performance, and return-to-activity outcomes post-mTBI. Female cadets (n = 472) from the four US military service academies who experienced a mTBI completed standardized mTBI assessments from pre-injury to acute initial injury and unrestricted return-to-duty (uRTD). Initial injury presentation characteristics (e.g., delayed symptoms, retrograde amnesia) and return-to-activity outcomes [i.e., return-to-learn, initiate return-to-duty protocol (iRTD), uRTD] were documented. Descriptive statistics summarized female cadets' injury characteristics, return-to-activity outcomes, and post-mTBI assessment performance change categorization (worsened, unchanged, improved) relative to pre-injury baseline using established change score confidence rank criteria for each assessment score. The median (interquartile range) days to return-to-learn (n = 157) was 7.0 (3.0-14.0), to iRTD (n = 412) was 14.7 (8.6-25.8), and to uRTD (n = 431) was 26.0 (17.7-41.8). The majority experienced worse SCAT total symptom severity (77.8%) and ImPACT reaction time (97.0%) acutely < 24-h versus baseline, but unchanged BESS total errors (75.2%), SAC total score (72%), BSI-18 total score (69.6%), and ImPACT verbal memory (62.3%), visual memory (58.4%), and visual motor speed (52.5%). We observed similar return-to-activity times in the present female cadet cohort relative to the existing female-specific literature. Confidence ranks categorizing post-mTBI performance were heterogenous and indicate multimodal assessments are necessary. Our findings provide clinically relevant insights to female cadets experiencing mTBI across the US service academies for stakeholders providing healthcare.
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Affiliation(s)
- Landon B Lempke
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA.
- Exercise and Sport Science Initiative, University of Michigan, Ann Arbor, MI, USA.
- , 830 North University Avenue, Suite 4000, Ann Arbor, MI, 48109, USA.
| | - Elsa Ermer
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Adrian J Boltz
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
| | - Jaclyn Caccese
- School of Health and Rehabilitation Sciences, The Ohio State University, Columbus, OH, USA
| | - Thomas A Buckley
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE, USA
| | - Kenneth L Cameron
- Keller Army Hospital and United States Military Academy, West Point, NY, USA
| | - Sara P D Chrisman
- Division of Adolescent Medicine, University of Washington, Seattle, WA, USA
| | - Christopher D'Lauro
- Department of Behavioral Science and Leadership, United States Air Force Academy, USAF Academy, El Paso County, CO, USA
| | - James T Eckner
- Department of Physical Medicine & Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - Carrie Esopenko
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Tamerah N Hunt
- Department of Health Sciences and Kinesiology, Georgia Southern University, Statesboro, GA, USA
| | - Divya Jain
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Louise A Kelly
- Department of Exercise Science, California Lutheran University, Thousand Oaks, CA, USA
| | - Allyssa K Memmini
- Department of Health, Exercise & Sports Sciences, University of New Mexico, Albuquerque, NM, USA
| | - Anne E Mozel
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | | | - Adam Susmarski
- Department of Orthopedics and Sports Medicine, United States Naval Academy, Annapolis, MD, USA
| | - Paul F Pasquina
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Michael A McCrea
- Center for Neurotrauma Research, Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Thomas W McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
| | - Christina L Master
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Orthopaedics and Sports Medicine, Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
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Jak AJ, Merritt VC, Thomas ML, Witten C, Talbert L, Agyemang A, Pugh MJ. Sex differences in postconcussive symptom reporting in those with history of concussion: Findings from the federal interagency traumatic brain injury research (FITBIR) database. Clin Neuropsychol 2024; 38:1468-1480. [PMID: 38951990 DOI: 10.1080/13854046.2024.2371007] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 06/18/2024] [Indexed: 07/03/2024]
Abstract
Objective: This study investigated influence of biological sex on postconcussive symptoms (PCS) following concussion using the Federal Interagency Traumatic Brain Injury Research (FITBIR) database. Method: All studies with publicly released data as of 4/7/21 that included both males and females, enough information to determine severity of injury consistent with concussion, a measure of PCS, and objective measures of neurocognitive functioning were used. This resulted in 6 studies with a total of 9890 participants (3206 females, 6684 males); 815 participants completed the Neurobehavioral Symptom Inventory (NSI), 471 completed the Rivermead Post-Concussion Symptoms Questionnaire (RPSQ), and 8604 completed the Sport Concussion Assessment Tool-3rd Edition (SCAT 3). Questionnaires were harmonized and the following symptom composite scores were computed: total score, somatic, cognitive, and affective. Data were analyzed using linear mixed-effects models. Results: Females endorsed higher total symptoms relative to males and that military personnel endorsed higher symptoms relative to civilians. Additionally, there was a small but significant interaction effect, such that female military personnel endorsed even higher symptoms than would be predicted by the main effects. Similar patterns were observed for somatic, cognitive, and affective symptom domains. Conclusions: Further understanding sex differences in PCS reporting is key to informing the most appropriate treatment options. Future work will need to examine whether sex differences in symptom reporting is due to sex differences in endorsement styles or genuine differences in symptom presentation, as well as the relationship between study population (e.g., military, civilian, sport) and sex on objective cognitive functioning and other functional outcomes.
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Affiliation(s)
- Amy J Jak
- Department of Psychiatry, University of California, San Diego, USA
| | | | - Michael L Thomas
- Department of Psychology, Colorado State University, Fort Collins, USA
| | - Cody Witten
- Veterans Medical Research Foundation, San Diego, USA
| | - Leah Talbert
- Psychology Department, Brigham Young University, Provo, USA
| | - Amma Agyemang
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, USA
| | - Mary Jo Pugh
- School of Medicine, University of Utah, Salt Lake City, USA
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Shumski EJ, Eagle SR, Kontos AP, Bazarian JJ, Caccese JB, Chrisman SPD, Clugston JR, McAllister TW, McCrea M, Broglio SP, Lynall RC, Schmidt JD. The Interval Between Concussions Does Not Influence Time to Asymptomatic or Return to Play: A CARE Consortium Study. Sports Med 2024; 54:2185-2197. [PMID: 38671175 DOI: 10.1007/s40279-024-02015-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/27/2024] [Indexed: 04/28/2024]
Abstract
INTRODUCTION The purpose of this study was to determine if the time interval between two concussive events influences the number of days to asymptomatic status, days to return to play, or performance on common post-concussion assessments following the second concussion. METHODS Data from 448 collegiate athletes and service academy cadets with two concussions (time between concussions: median 295.0 days [interquartile range: 125.0-438.2]), 40.0% female) were analyzed from Concussion Assessment Research and Education (CARE) Consortium institutions between 2014 and 2020. Days between concussions was the primary predictor variable. Primary outcome measures included time to asymptomatic and time to return to play following the second concussion. Secondary outcome measures included total number of symptoms, total symptom severity, Balance Error Scoring System total score, and Standardized Assessment of Concussion total score within 48 h of their second concussion. RESULTS Time between concussions did not significantly contribute to the multivariate time to asymptomatic (p = 0.390), time to return to play (p = 0.859), or the secondary outcomes (p-range = 0.165-0.477) models. Time to asymptomatic (p = 0.619) or return to play (p = 0.524) did not differ between same-season and different-season concussions. Sex significantly contributed to the return to play (p = 0.005) multivariate model. Delayed symptom onset and immediate removal from play/competition significantly contributed to the total number of symptoms (p = 0.001, p = 0.014) and symptom severity (p = 0.011, p = 0.022) multivariate models. CONCLUSION These results suggest that in a population with a large period between injuries, the time between concussions may not be relevant to clinical recovery.
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Affiliation(s)
- Eric J Shumski
- UGA Concussion Research Laboratory, Department of Kinesiology, Ramsey Student Center, University of Georgia, 330 River Rd., Athens, GA, 30602, USA.
| | - Shawn R Eagle
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Anthony P Kontos
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jeffrey J Bazarian
- Department of Emergency Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Jaclyn B Caccese
- The Ohio State University Chronic Brain Injury Program, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Sara P D Chrisman
- Division of Adolescent Medicine, University of Washington, Seattle, USA
| | - James R Clugston
- Department of Community Health and Family Medicine, University of Florida, Gainesville, FL, USA
| | - Thomas W McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
| | | | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
| | - Robert C Lynall
- UGA Concussion Research Laboratory, Department of Kinesiology, Ramsey Student Center, University of Georgia, 330 River Rd., Athens, GA, 30602, USA
| | - Julianne D Schmidt
- UGA Concussion Research Laboratory, Department of Kinesiology, Ramsey Student Center, University of Georgia, 330 River Rd., Athens, GA, 30602, USA
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Kontos AP, Eagle SR, Chrisman SPD, Putukian M, Manderino L, Holland C, Collins MW, Broglio SP, McAllister TW, McCrea MA, Pasquina P, Kaminski TW. Incidence of concussion and associated risk factors in collegiate soccer: findings from the NCAA-DoD CARE consortium. SCI MED FOOTBALL 2024; 8:189-195. [PMID: 37338928 DOI: 10.1080/24733938.2023.2227134] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/09/2023] [Indexed: 06/21/2023]
Abstract
This retrospective cohort study aims to examine concussion incidence rates (IR) in collegiate soccer players and compare IRs based on risk factors including sex, competition level, games/practices, history of concussion, and playing position. Collegiate soccer players were recruited (n = 2,471) from 23 institutions from the NCAA-DoD Concussion Assessment, Research, and Education (CARE) Consortium. Incidence rates for concussion per 1000 athlete exposures (AEs) were calculated across the 2015-16/2016-17 seasons. Incidence rates (IR) comparing risk factor groups were also calculated. A total of 162 concussions occurred during the study, for an IR of 0.08/1000 AEs. Females were more likely to have a concussion than males overall (IR = 1.47) and were more likely to have a concussion in games (IR = 1.42) and practices (IR = 2.91). Concussions were more likely during competition compared to practice (IR = 2.53), and less likely in Division III, compared to Divisions I and II, χ2 = 6.5, p > .05. In the concussed group, male sex was associated with 2.47 times higher odds of playing defender and 2.29 times higher odds of a collision mechanism. Results confirm previous findings that females and game exposures have higher concussion IR than males and practice exposures. Findings also supported sex differences in IRs based on exposure type, position, and mechanism.
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Affiliation(s)
- Anthony P Kontos
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Shawn R Eagle
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | | | | | - Lisa Manderino
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Cyndi Holland
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Michael W Collins
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Steven P Broglio
- Department of Kinesiology, University of Michigan, Ann Arbor, MI, USA
| | - Thomas W McAllister
- Department of Kinesiology, Indiana University School of Medicine, Ann Arbor, MI, USA
| | - Michael A McCrea
- Department of Kinesiology, Medical College of Wisconsin, Ann Arbor, MI, USA
| | - Paul Pasquina
- Department of Kinesiology, Uniformed Services University of the Health Sciences, Ann Arbor, MI, USA
| | - Thomas W Kaminski
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE, USA
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6
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D'Alonzo BA, Schneider ALC, Barnett IJ, Master CL, Bretzin AC, Wiebe DJ. Associations of Sex and Sport Contact-Level with Recovery Timelines Among Collegiate Athletes with Sport-Related Concussion. SPORTS MEDICINE - OPEN 2024; 10:86. [PMID: 39075311 PMCID: PMC11286888 DOI: 10.1186/s40798-024-00742-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 06/16/2024] [Indexed: 07/31/2024]
Abstract
BACKGROUND Growing interest has motivated recent studies to examine differences in recovery after sport-related concussion (SRC) by sex. However, heterogeneity in study design, participants, and recovery outcomes has led to mixed findings. Further work is needed to evaluate potential differences by sex and to investigate the role of related characteristics, such as sport contact-level, in recovery timelines. This study aimed to investigate whether concussion recovery trajectories differ by sex, considering a priori clinical and demographic covariates, and accounting for the sequence of recovery outcomes. Our secondary question was whether sport contact-level modifies the relationship between sex and time to outcomes. Using data from the Ivy League-Big Ten Epidemiology of Concussion Study, we included SRCs reported across five academic years; 2015-2020 (February 2020). We used Cox proportional hazards regressions to estimate associations between sex and time from injury to three outcomes: (1) symptom resolution, (2) return to academics, (3) return to full play, accounting for measured confounders. RESULTS Among 1160 SRCs (male, n = 667; female, n = 493) with complete data, median age overall was 20 years (25th-75th percentiles:19-21), and most occurred among athletes playing high-contact sports (78.0%). Males were slightly more likely to complete symptom resolution over time compared to females (HR = 1.18, 95%CI = 1.05-1.33), but results were attenuated in fully adjusted models (HR 1.13, 95%CI = 0.99-1.29). Similarly, the HR of full academic return for males compared to females was 1.22 (95%CI = 1.07-1.38), but was attenuated in fully adjusted models (HR = 1.11, 95%CI = 0.97-1.28). The HR of full return to play for males compared to females was 1.14 (95%CI = 1.02-1.28), and was attenuated after adjustment (HR = 1.06, 95%CI = 0.93-1.20) as well. The interaction between sex and playing a high/low-contact sport was not statistically significant across models, though differences were apparent. CONCLUSIONS Among a cohort of collegiate athletes with SRC, recovery timelines appeared similar between male and female athletes, adjusting for measured confounders. Differences by sex, considering sport contact-level, were evident and may be important clinically and in future studies. This study used robust methods, accounting for nesting in the sequence of RTP outcomes. Results inform concussion management protocols and planned qualitative work to further elucidate how collegiate athletes experience concussion recovery. KEY POINTS Heterogeneity in study design, participants, and recovery outcomes has led to mixed findings in determining differences in recovery trajectories after concussion by sex. We found that having longer time to symptom resolution, and also the sequence of having academic return before symptoms resolve and longer time to academic return were confounders in the relationship between sex and RTP timelines. Time to sequential recovery outcomes appeared similar between male and female athletes, adjusting for observable confounders. Further differences by sex were evident when considering contact-level, and may be important to consider clinically and in future research. Results indicate that differences in concussion recovery trajectories by sex may be largely attributed to and driven by differences in sports with a men's or women's team only, such as football, and this should be explored further.
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Affiliation(s)
- Bernadette A D'Alonzo
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - Andrea L C Schneider
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ian J Barnett
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Christina L Master
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Sports Medicine and Performance Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Abigail C Bretzin
- Injury Prevention Center, Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Douglas J Wiebe
- Injury Prevention Center, Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, USA
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7
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Kroshus-Havril E, Leeds DD, McAllister TW, Kerr ZY, Knight K, Register-Mihalik JK, Lynall RC, D'Lauro C, Ho Y, Rahman M, Broglio SP, McCrea MA, Schmidt JD, Port N, Campbell D, Putukian M, Chrisman SPD, Cameron KL, Susmarski AJ, Goldman JT, Benjamin H, Buckley T, Kaminski T, Clugston JR, Feigenbaum L, Eckner JT, Mihalik JP, Kontos A, McDevitt J, Brooks MA, Rowson S, Miles C, Lintner L, Kelly L, Master C. Optimizing Concussion Care Seeking: Using Machine Learning to Predict Delayed Concussion Reporting. Am J Sports Med 2024; 52:2372-2383. [PMID: 39101733 DOI: 10.1177/03635465241259455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/06/2024]
Abstract
BACKGROUND Early medical attention after concussion may minimize symptom duration and burden; however, many concussions are undiagnosed or have a delay in diagnosis after injury. Many concussion symptoms (eg, headache, dizziness) are not visible, meaning that early identification is often contingent on individuals reporting their injury to medical staff. A fundamental understanding of the types and levels of factors that explain when concussions are reported can help identify promising directions for intervention. PURPOSE To identify individual and institutional factors that predict immediate (vs delayed) injury reporting. STUDY DESIGN Case-control study; Level of evidence, 3. METHODS This study was a secondary analysis of data from the Concussion Assessment, Research and Education (CARE) Consortium study. The sample included 3213 collegiate athletes and military service academy cadets who were diagnosed with a concussion during the study period. Participants were from 27 civilian institutions and 3 military institutions in the United States. Machine learning techniques were used to build models predicting who would report an injury immediately after a concussive event (measured by an athletic trainer denoting the injury as being reported "immediately" or "at a delay"), including both individual athlete/cadet and institutional characteristics. RESULTS In the sample as a whole, combining individual factors enabled prediction of reporting immediacy, with mean accuracies between 55.8% and 62.6%, depending on classifier type and sample subset; adding institutional factors improved reporting prediction accuracies by 1 to 6 percentage points. At the individual level, injury-related altered mental status and loss of consciousness were most predictive of immediate reporting, which may be the result of observable signs leading to the injury report being externally mediated. At the institutional level, important attributes included athletic department annual revenue and ratio of athletes to athletic trainers. CONCLUSION Further study is needed on the pathways through which institutional decisions about resource allocation, including decisions about sports medicine staffing, may contribute to reporting immediacy. More broadly, the relatively low accuracy of the machine learning models tested suggests the importance of continued expansion in how reporting is understood and facilitated.
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Affiliation(s)
- Emily Kroshus-Havril
- Center for Child Health, Behavior, and Development, Seattle Children's Research Institute & Department of Pediatrics, University of Washington, Seattle, Washington, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Daniel D Leeds
- Computer and Information Sciences, Fordham University, New York, New York, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Thomas W McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Zachary Yukio Kerr
- Matthew Gfeller Center & Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Kristen Knight
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Johna K Register-Mihalik
- Matthew Gfeller Center & Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Robert C Lynall
- UGA Concussion Research Laboratory, University of Georgia, Athens, Georgia, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Christopher D'Lauro
- Department of Behavioral Sciences and Leadership, US Air Force Academy, Colorado Springs, Colorado, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Yuet Ho
- Computer and Information Sciences, Fordham University, New York, New York, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Muhibur Rahman
- Computer and Information Sciences, Fordham University, New York, New York, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Steven P Broglio
- University of Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Julianne D Schmidt
- UGA Concussion Research Laboratory, University of Georgia, Athens, Georgia, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Nicholas Port
- School of Optometry, Indiana University, Bloomington, Indiana, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Darren Campbell
- Intermountain Sports Medicine, Ogden, Utah, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Margot Putukian
- Athletic Medicine, Princeton University, Princeton, New Jersey, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Sara P D Chrisman
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, Washington, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Kenneth L Cameron
- Keller Army Hospital, US Military Academy, West Point, New York, USA; Annapolis, Maryland, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Adam James Susmarski
- Department Head Brigade Orthopaedics and Sports Medicine, US Naval Academy
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Joshua T Goldman
- Departments of Family Medicine & Orthopaedic Surgery, University of California, Los Angeles, Los Angeles, California, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Holly Benjamin
- Department of Rehabilitation Medicine and Pediatrics, University of Chicago, Chicago, Illinois, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Thomas Buckley
- Department of Kinesiology & Applied Physiology, University of Delaware, Newark, Delaware, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Thomas Kaminski
- Department of Kinesiology & Applied Physiology, University of Delaware, Newark, Delaware, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - James R Clugston
- Community Health and Family Medicine, University of Florida, Gainesville, Florida, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Luis Feigenbaum
- Department of Physical Therapy, Miller School of Medicine, University of Miami, Coral Gables, Florida, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - James T Eckner
- Department of PM&R, University of Michigan, Ann Arbor, Michigan, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Jason P Mihalik
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Anthony Kontos
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Jane McDevitt
- Department of Health and Rehabilitation Sciences, Temple University, Philadelphia, Pennsylvania, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - M Alison Brooks
- Department of Orthopedics, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Steve Rowson
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, Virginia, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Christopher Miles
- Department of Family and Community Medicine, Wake Forest University, Winston-Salem, North Carolina, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Laura Lintner
- Wake Forest School of Medicine Family Medicine, Winston Salem State University, Winston-Salem, North Carolina, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Louise Kelly
- Department of Exercise Science, California Lutheran University, Thousand Oaks, California, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
| | - Christina Master
- Division of Orthopedics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Investigation performed at the University of Georgia, Athens, Georgia, USA
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8
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Beidler E, Bowman TG, Walton SR, Lininger MR, Decker MN, Wallace J, Vela L, Hibbler T, Breedlove KM, Larson MJ, Munce TA, Pappadis MR, Sunchild J, Ahonen S, Didehbani N, Cifu DX, Resch JE, Kelshaw PM. More Than Skin Deep: Patient-Provider Racial and Ethnic Concordance and Discordance in Collegiate Athletics and Concussion Management. J Athl Train 2024; 59:762-771. [PMID: 38779878 PMCID: PMC11277274 DOI: 10.4085/1062-6050-0320.23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2024]
Abstract
CONTEXT There is strong evidence that racial and ethnic disparities exist in multiple arenas of health and wellness. The causes of racial and ethnic differences in health care are multidimensional; one factor that may affect injury/illness communication, interactions, and outcomes is patient-provider racial and ethnic concordance. At present, it is unclear what role patient-provider racial and ethnic concordance and discordance plays in facilitating concussion care for collegiate athletes. OBJECTIVE To investigate the presence of athlete-athletic trainer (AT) racial and ethnic concordance and discordance among diagnosed concussion cases and examine if racial and ethnic concordance and discordance influences time (in days) until diagnosis, symptom resolution, or return-to-sport clinical milestones in collegiate athletes. DESIGN Retrospective cohort study. SETTING Collegiate athletics. PATIENTS OR OTHER PARTICIPANTS A total of 694 concussion cases (38.6% [n = 268] sustained by women, 61.4% [n = 426] sustained by men) that occurred within the 2015-2016 through 2019-2020 sport seasons at 9 institutions. MAIN OUTCOME MEASURE(S) The number of days from the date of injury to diagnosis, symptom resolution, and return to sport and from the date of diagnosis to symptom resolution and return to sport. RESULTS Overall, 68.4% (n = 475) of concussion cases had patient-provider racial and ethnic concordance, and 31.6% (n = 219) were discordant. All concordant pairs included a White athlete and White AT. Time to diagnosis differed between the concordant and discordant groups (median [interquartile range] = 1 [0-2] versus 0 [0-1], respectively) only in the model adjusted for sex, sport type, and availability of an AT (odds ratio [95% CI] = 1.46 [1.07-1.85]). There were no other group differences. CONCLUSIONS One-third of concussion cases had athlete-AT racial and ethnic discordance. Although this group was diagnosed with a concussion 1 day sooner than the concordant group, no differences were observed for any concussion recovery milestones. These findings suggest that patient-provider racial and ethnic concordance may play a minor role in concussion recognition or reporting but not necessarily in the management and recovery thereafter.
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Affiliation(s)
- Erica Beidler
- Department of Athletic Training, Duquesne University, Pittsburgh, PA
| | - Thomas G. Bowman
- Department of Athletic Training, College of Health Sciences, University of Lynchburg, VA
| | - Samuel R. Walton
- Department of Physical Medicine and Rehabilitation, School of Medicine, Virginia Commonwealth University, Richmond
| | - Monica R. Lininger
- Department of Physical Therapy and Athletic Training, Northern Arizona University, Flagstaff
| | | | - Jessica Wallace
- Department of Health Science, Athletic Training Program, University of Alabama, Tuscaloosa
| | - Luzita Vela
- Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville
| | - Tamaria Hibbler
- Department of Health, Athletics, University of Arkansas, Fayetteville
| | - Katherine Morigaki Breedlove
- Department of Radiology, Harvard Medical School, Boston, MA
- Department of Radiology, Brigham and Women’s Hospital, Boston, MA
| | - Michael J. Larson
- Department of Psychology and Neuroscience Center, Brigham Young University, Provo, UT
| | - Thayne A. Munce
- Environmental Influences on Health and Disease Group, Sanford Research, Sioux Falls, SD
| | - Monique R. Pappadis
- Department of Population Health and Health Disparities, School of Public and Population Health, University of Texas Medical Branch at Galveston
| | | | - Sean Ahonen
- Intercollegiate Athletics and Community Wellness, Virginia Union University, Richmond
| | - Nyaz Didehbani
- Departments of Psychiatry and Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center, Dallas
| | - David X. Cifu
- Department of Physical Medicine and Rehabilitation, School of Medicine, Virginia Commonwealth University, Richmond
| | - Jacob E. Resch
- Department of Kinesiology, University of Virginia, Charlottesville
| | - Patricia M. Kelshaw
- Department of Kinesiology, Brain Research and Assessment Initiative of New Hampshire (BRAIN) Laboratory, University of New Hampshire, Durham
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9
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Golshan F, Bains S, Francisco J, Jensen M, Tourigny K, Morrison T, Mickleborough M. Gender differences in concussion-related knowledge, attitudes and reporting behaviors of varsity athletes. J Sports Med Phys Fitness 2024; 64:588-598. [PMID: 38445845 DOI: 10.23736/s0022-4707.24.15508-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2024]
Abstract
BACKGROUND Concussion is a pathophysiological process that occurs due to a traumatic biomechanical force. Concussions are an "invisible" and common traumatic brain injury with symptoms that may be underestimated. This necessitates fundamental improvements in public knowledge specifically addressing young university athletes and different genders. This cross-sectional study aimed to explore the possibility of gender differences with respect to university student athletes' concussion knowledge, attitude and reporting behaviors. We hypothesized that there should be no significant difference in concussion knowledge among male and female student athletes; however, females would show a more positive attitude and more reporting behaviors than male student athletes. METHODS Overall, 115 university athlete students completed a survey questionnaire; we eliminated some participants based on required inclusion criteria of Rosenbaum Concussion Knowledge and Attitude Survey-student version (RoCKAS-ST). Our final analysis consisted of 96 participants: 20 males (mean age 21.15 years) and 75 females (mean age 22.36 years). This study included questions about the athletes' given reasons for reporting or not reporting a concussion. Additionally, 33 RoCKAS-ST questions on Concussion Knowledge Index (CKI) with fair test-retest reliability (r=0.67) and 15 items on Concussion Attitude Index (CAI) with satisfactory test-retest reliability (r=0.79) were provided. RESULTS Males reported more sources for learning about concussions and more sport-related reasons for reporting a concussion than females (P<0.05). Both genders provided equal numbers of reasons for neglecting a concussion report or not disclosing a concussion for the sake of others (i.e., family, teammates or the coach). Out of 16 given reasons for not reporting a concussion, males significantly chose sport-related reasons over female athletes (P<0.05). Additionally, by looking at the two components of RoCKAS-ST, the independent t-test results showed no significant gender-based differences in concussion knowledge and attitude indices (P>0.05). Nevertheless, females were less optimistic about evaluating other athletes' attitude over concussion reporting (P<0.05). CONCLUSIONS Our study indicated that concussion knowledge is not gender biased among Canadian university athletes; however, more investigation is required to learn how safe environments for concussion disclosure could encourage reporting the symptoms in varsity athletes, especially in males who are more susceptible to not reporting a concussion to not miss their sport-related goals.
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Affiliation(s)
- Faly Golshan
- Department of Psychology and Health Studies, University of Saskatchewan, Saskatoon, SK, Canada -
| | - Sarah Bains
- Department of Psychology and Health Studies, University of Saskatchewan, Saskatoon, SK, Canada
- College of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Jenna Francisco
- Department of Psychology and Health Studies, University of Saskatchewan, Saskatoon, SK, Canada
- College of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Makenna Jensen
- Department of Psychology and Health Studies, University of Saskatchewan, Saskatoon, SK, Canada
| | - Katelyn Tourigny
- Department of Psychology and Health Studies, University of Saskatchewan, Saskatoon, SK, Canada
| | - Todd Morrison
- Department of Psychology and Health Studies, University of Saskatchewan, Saskatoon, SK, Canada
| | - Marla Mickleborough
- Department of Psychology and Health Studies, University of Saskatchewan, Saskatoon, SK, Canada
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10
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Palazzolo JM, Goble DJ, Labban JD, Ross SE, Duffy DM, Rhea CK. Differences in pre-season balance among student athletes based on level of contact, age, and sex. Gait Posture 2024; 110:35-40. [PMID: 38479339 DOI: 10.1016/j.gaitpost.2024.02.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 02/09/2024] [Accepted: 02/23/2024] [Indexed: 04/29/2024]
Abstract
BACKGROUND Assessing postural control is important for the assessment of motor function after concussion. Data used for postural control assessment typically do not take the sport played, age, or sex of the athlete into consideration. It is plausible these variables may be significant when making return-to-play decisions. RESEARCH QUESTION This study used the BTrackS database to examine differences in postural control in athletes playing different types of sports and across sex and age. METHODS BTrackS data from 9093 high school to college-aged athletes (aged 14-22 years) were examined employing a One-way ANOVA with a post-hoc test to compare CoP path length between sport types. A moderation analysis was used to test interaction effects of sex and age on a CoP/BMI ratio. RESULTS Significant differences were observed between sport types, F(3,9089) = 42.4, p <.001, η2 = 0.014. Post hoc tests indicated that collision (M = 25.0, SD = 7.6) sport athletes exhibited significantly higher CoP measures compared to the contact (M = 23.4, SD = 7.4), limited contact (M = 22.9, SD = 6.9), and non-contact (M = 23.0, SD = 7.4) athletes. There was no difference between other sport types (p >.20). A significant mean sex difference (Mmale = 0.924, Mfemale = 0.898, p <.001) and a quadratic association with age, (β = -0.042, p <.001) was observed. Further, magnitude of those age differences decreased with age (β = 0.011, p <.001). An interaction of age and sex was significant for linear (β = 0.020, p <.001) and quadratic terms (β = -0.006, p <.001). SIGNIFICANCE Athletes exhibited different postural control when the type of sport, age, and sex was taken into consideration. This data possess clinical significance as this suggests that normative postural control data for collision sport athletes should be derived from data based upon type of sport played, age, and sex of the athlete.
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Affiliation(s)
- John M Palazzolo
- Department of Health and Exercise Sciences, Truman State University, Kirksville, MO, USA.
| | - Daniel J Goble
- Department of Humna Movement Science, Oakland University, Rochester, MI, USA
| | - Jeff D Labban
- Department of Kinesiology, University of North Carolina at Greensboro, Greensboro, NC, USA
| | - Scott E Ross
- Department of Kinesiology, University of North Carolina at Greensboro, Greensboro, NC, USA
| | - Donna M Duffy
- Department of Kinesiology, University of North Carolina at Greensboro, Greensboro, NC, USA
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11
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Chandran A, Boltz AJ, Brett BL, Walton SR, Robison HJ, Collins CL, Register-Mihalik JK, Mihalik JP. Patterns and predictors of concussion symptom presentations in NCAA athletes. Res Sports Med 2024; 32:316-330. [PMID: 35916338 DOI: 10.1080/15438627.2022.2105218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 07/15/2022] [Accepted: 07/18/2022] [Indexed: 10/16/2022]
Abstract
Sport-related concussion (SRC) is a complex injury, and SRCs are notably prevalent among National Collegiate Athletic Association (NCAA) athletes. We analysed SRCs and associated exposure data collected within the NCAA Injury Surveillance Program during 2014-2019. A total of 1,709 SRCs were reported with complete symptom profiles during the study period (Women's sports n = 499; Men's sports n = 1,210). Event type and academic class year most commonly predicted specific symptom presentations among athletes in men's sports, while symptom presentation among athletes in women's sports was most commonly predicted by class year and sport classification. We observed 78 and 69 significant pairwise symptom dependencies in men's and women's sports athletes, respectively; odds of longer symptom resolution time were higher with greater counts of symptoms with strongest cross-domain associations. Our findings highlight several contextual predictors of specific symptom presentations and identify parsimonious symptom subsets that may indicate protracted recovery among men's and women's sports athletes.
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Affiliation(s)
- Avinash Chandran
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN, USA
| | - Adrian J Boltz
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN, USA
| | - Benjamin L Brett
- Department of Neurosurgery/Neurology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Samuel R Walton
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Hannah J Robison
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN, USA
| | - Christy L Collins
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN, USA
| | - Johna K Register-Mihalik
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- STAR Heel Performance Laboratory, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jason P Mihalik
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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12
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Resch JE, Beidler E, Bowman TJ, Kelshaw T, Larson MJ, Munce TA, Oldham J, Walton SR, Cifu DX. Placing the keystone: the LIMBIC Military and Tactical Athlete Research Study. Brain Inj 2024:1-8. [PMID: 38328943 DOI: 10.1080/02699052.2024.2304861] [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: 03/02/2023] [Accepted: 01/09/2024] [Indexed: 02/09/2024]
Abstract
OBJECTIVE The LIMBIC Military and Tactical Athletic Research Study (MATARS) framework was established to confirm and extend understanding of concussion with initial studies driven by clinical data collected between 2015 and 2020 in a collegiate sports setting. The LIMBIC MATARS framework will be leveraged to apply gold-standard and innovative research designs to advance the science of concussion. This manuscript provides the background, methodology, and initial demographic data associated with the LIMBIC MATARS. METHODS Consensus-based common data elements were used to conduct a retrospective chart review, specific to collegiate athletes diagnosed with concussions between 2015 and 2020 at 11 universities. RESULTS A final sample of 1,311 (47.8% female) concussions were diagnosed during the five-year study period from athletes participating in a variety of National Collegiate Athlete Association (NCAA) sports. The LIMBIC MATARS demographic data, align with the NCAA and other pioneering multi-site concussion-related studies in terms of biological sex, race and ethnicity, and sport participation. CONCLUSION This pragmatic, methodological approach was used to address several a priori hypotheses related to concussion, align with other multi-site studies of concussion, and establish a consortium for future investigations.
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Affiliation(s)
- J E Resch
- Department of Kinesiology, University of Virginia, Charlottesville, Virginia, USA
| | - E Beidler
- Department of Athletic Training, Duquesne University, Pittsburgh, Pennsylvania, USA
| | - T J Bowman
- Department of Athletic Training, College of Health Sciences, University of Lynchburg, Lynchburg, Virginia, USA
| | - T Kelshaw
- Department of Kinesiology, University of New Hampshire, Durham, New Hampshire, USA
| | - M J Larson
- Department of Psychology and Neuroscience Center, Brigham Young University, Provo, Utah, USA
| | - T A Munce
- Environmental Influences on Health and Disease Group, Sanford Research, Sioux Falls, South Dakota, USA
| | - J Oldham
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - S R Walton
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - D X Cifu
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
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13
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Garcia GGP, Czerniak LL, Lavieri MS, Liebel SW, Van Pelt KL, Pasquina PF, McAllister TW, McCrea MA, Broglio SP. Estimating the Relationship Between the Symptom-Free Waiting Period and Injury Rates After Return-to-Play from Concussion: A Simulation Analysis Using CARE Consortium Data. Sports Med 2023; 53:2513-2528. [PMID: 37610654 DOI: 10.1007/s40279-023-01901-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/25/2023] [Indexed: 08/24/2023]
Abstract
BACKGROUND A key component of return-to-play (RTP) from sport-related concussion is the symptom-free waiting period (SFWP), i.e., the period during which athletes must remain symptom-free before permitting RTP. Yet, the exact relationship between SFWP and post-RTP injury rates is unclear. OBJECTIVE We design computational simulations to estimate the relationship between the SFWP and rates of repeat concussion and non-concussion time-loss injury up to 30 days post-RTP for male and female collegiate athletes across 13 sports. METHODS We leverage N = 735 female and N = 1,094 male post-injury trajectories from the National Collegiate Athletic Association-Department of Defense Concussion Assessment, Research, and Education Consortium. RESULTS With a 6-day SFWP, the mean [95% CI] rate of repeat concussion per 1,000 simulations was greatest in ice hockey for females (20.31, [20.16, 20.46]) and American football for males (24.16, [24.05, 24.28]). Non-concussion time-loss injury rates were greatest in field hockey for females (153.66, [152.59, 154.74]) and wrestling for males (247.34, [246.20, 248.48]). Increasing to a 13-day SFWP, ice hockey for females (18.88, [18.79, 18.98]) and American football for males (23.16, [23.09, 24.22]) exhibit the greatest decrease in repeat concussion rates across all sports within their respective sexes. Field hockey for females (143.24, [142.53, 143.94]) and wrestling for males (237.73, [236.67, 237.90]) exhibit the greatest decrease in non-concussion time-loss injury rates. Males receive marginally smaller reductions in injury rates for increased SFWP compared to females (OR = 1.003, p ≤ 0.002). CONCLUSION Longer SFWPs lead to greater reductions in post-RTP injury rates for athletes in higher risk sports. Moreover, SFWPs should be tailored to sport-specific post-RTP injury risks.
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Affiliation(s)
- Gian-Gabriel P Garcia
- H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
| | - Lauren L Czerniak
- Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Mariel S Lavieri
- Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Spencer W Liebel
- Department of Neurology, University of Utah, Salt Lake City, UT, USA
| | | | - Paul F Pasquina
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Thomas W McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Michael A McCrea
- Departments of Neurosurgery and Neurology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
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14
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Crane A, Roccaforte A, Webbe F, LoGalbo A. Does Frequency of Baseline Testing Influence Concussion Diagnostic Decision Making Among College Athletes. Arch Clin Neuropsychol 2023; 38:1635-1645. [PMID: 37348054 DOI: 10.1093/arclin/acad047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/16/2023] [Indexed: 06/24/2023] Open
Abstract
OBJECTIVE Concussion is a growing public health concern given the large number of youth and collegiate athletes participating in collision sports. Sport-related concussions can have an adverse impact on student-athletes' health and academic performance. Athletic programs within academic organizations are motivated to employ the most effective and efficient diagnostic and recovery procedures to minimize the duration and impact of these symptoms on student-athletes' functioning. The present study sought to further our understanding regarding the value and frequency of conducting baseline assessments when evaluating sport-related concussions. METHOD A total of 41 athletes (24 men, 17 women) between the ages of 18 and 22 were evaluated following suspected concussive injury between 2015 and 2018. Post-injury test results were compared to baselines that had been collected either 1 or 2 years prior, and to normative data, to determine consistency in diagnostic outcomes. RESULTS Baseline test/retest reliability using Pearson's bivariate correlations revealed modest correlations on measures of verbal and visual memory (0.437-0.569) and very strong correlations on measures of reaction time and visual-motor speed (0.811-0.821). Meanwhile, minimal if any differences in clinical decision-making regarding the diagnostic outcome was observed when comparing post-injury test results to different baselines and to normative data. CONCLUSIONS Findings indicate that yearly baseline testing may not improve diagnostic accuracy, and in many cases, normative data may be adequate for decision-making. Additional research should evaluate the potential benefit of baseline testing in return-to-play decision-making among broader athletic populations.
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Affiliation(s)
- Andrew Crane
- Concussion Management Program, Florida Institute of Technology, 150 W University Blvd, Melbourne, FL 32901
| | - Analise Roccaforte
- Concussion Management Program, Florida Institute of Technology, 150 W University Blvd, Melbourne, FL 32901
| | - Frank Webbe
- Concussion Management Program, Florida Institute of Technology, 150 W University Blvd, Melbourne, FL 32901
| | - Anthony LoGalbo
- Concussion Management Program, Florida Institute of Technology, 150 W University Blvd, Melbourne, FL 32901
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15
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Beidler E, Kelshaw PM, Wallace J, Larson MJ, Munce TA, Donahue CC, Bowman TG, Pappadis MR, Decker MN, Walton SR, Didehbani N, Cifu DX, Resch JE. Racial identity and concussion diagnosis and recovery trajectories in collegiate athletes: a LIMBIC MATARS investigation. Brain Inj 2023:1-9. [PMID: 37691328 DOI: 10.1080/02699052.2023.2253528] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 07/20/2023] [Accepted: 08/27/2023] [Indexed: 09/12/2023]
Abstract
OBJECTIVE To determine if there were concussion diagnosis and recovery disparities between collegiate athletes with Black and White racial identities. DESIGN Retrospective cohort study. METHODS Concussion information was extracted from NCAA athlete medical files at LIMBIC MATARS member institutions from the 2015-16' to 2019-20' academic years. A total of 410 concussions from 9 institutions were included that provided all independent (i.e. racial identity of Black or White) and dependent variable information (i.e. dates of injury, diagnosis, symptom resolution, and return to sport) that were analyzed using Mann-Whitney U tests. The sample consisted of 114 (27.8%) concussions sustained by Black athletes and 296 (72.1%) sustained by White athletes. RESULTS The overall sample had a median of 0 days between injury occurrence to diagnosis, 7 days to symptom resolution, and 12 days to return to sport. No significant timing differences were observed for concussion diagnosis (p = .14), symptom resolution (p = .39), or return to sport (p = 0.58) between collegiate athletes with Black versus White racial identities. CONCLUSIONS These findings may reflect equitable access to onsite sports medicine healthcare resources that facilitate concussion management in the collegiate sport setting. Future work should explore these associations with a larger and more diverse sample of collegiate athletes.
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Affiliation(s)
- Erica Beidler
- Department of Athletic Training, Duquesne University, Pittsburgh, Pennsylvania, USA
| | - P M Kelshaw
- Department of Kinesiology, Brain Research & Assessment Initiative of New Hampshire (BRAIN) Laboratory, University of New Hampshire, Durham, New Hampshire, USA
| | - J Wallace
- Department of Health Science, Athletic Training Program, The University of Alabama, Tuscaloosa, Alabama, USA
| | - M J Larson
- Department of Psychology and Neuroscience Center, Brigham Young University, Provo, Utah, USA
| | - T A Munce
- Environmental Influences on Health & Disease Group, Sanford Research, Sioux Falls, South Dakota, USA
| | - C C Donahue
- Department of Kinesiology, University of Virginia, Charlottesville, Virginia, USA
| | - T G Bowman
- Department of Athletic Training, College of Health Sciences, University of Lynchburg, Lynchburg, Virginia, USA
| | - M R Pappadis
- Department of Population Health and Health Disparities, School of Public and Population Health, The University of Texas Medical Branch at Galveston, Galveston, Texas, USA
| | - M N Decker
- Department of Kinesiology, University of Texas at Arlington, Arlington, Texas, USA
| | - S R Walton
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - N Didehbani
- Departments of Psychiatry and Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - D X Cifu
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - J E Resch
- Department of Kinesiology, University of Virginia, Charlottesville, Virginia, USA
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Bazo M, Arpone M, Baioccato V, Ermolao A, Gregori D, Da Dalt L, Bressan S. Concussion Knowledge and Self-Reported Behaviors in Youth Rugby Players and Their Coaches: A Population-Wide Cross-Sectional Survey. Clin J Sport Med 2023; 33:541-551. [PMID: 37185576 DOI: 10.1097/jsm.0000000000001154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 03/28/2023] [Indexed: 05/17/2023]
Abstract
OBJECTIVE To investigate concussion knowledge and self-reported behaviors in Italian youth rugby players and their coaches. To investigate predictors of lower concussion knowledge and association between athletes' self-reported knowledge and behavior. DESIGN Cross-sectional, population-wide, survey study. SETTING All rugby clubs (n = 52) of the Veneto region (Italy). PARTICIPANTS Players and coaches of all under 15, 17 and 19 teams. Overall, 1719 athlete surveys (92.2% male; response rate, 71.1%) and 235 coach surveys (93.6% male; response rate, 93.2%) were eligible for analysis. INTERVENTION Surveys circulated from September 20 to December 13, 2021. MAIN OUTCOME MEASURES Knowledge scores were reported as a percentage of correct answers. Descriptive statistics were reported for all answers. The primary outcomes were concussion knowledge and self-reported behaviors. The secondary outcomes were the association between knowledge and participant individual factors and self-reported behaviors. RESULTS Median knowledge score for athletes was 55% (IQR: 44-67) and for coaches was 60% (IQR: 52.5-69). Only 33.3% of athletes and 40% of coaches were aware of an increased risk of a second concussion after sustaining one. Athletes who had never heard of the word concussion (effect: -9.31; SE: 1.35, 95% CI: -12.0 to -6.7; P < 0.0001) and coaches with longer coaching experience (effect: -4.35; SE: 2.0, 95% CI: -8.29 to -0.41; P < 0.03) reported lower knowledge scores. There was no statistical association between knowledge scores and athlete self-reported behavior. CONCLUSION Athletes and coaches had a similar level of concussion knowledge. Knowledge score of athletes did not predict self-reported behaviors. Although enhanced concussion education should be undertaken, interventions to ensure appropriate concussion reporting behaviors are also required.
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Affiliation(s)
- Marco Bazo
- Department of Women's and Children's Health, University of Padova, Padova, Italy
| | - Marta Arpone
- Department of Women's and Children's Health, University of Padova, Padova, Italy
| | - Veronica Baioccato
- Sport and Exercise Medicine Division, Department of Medicine, University of Padova, Padova, Italy; and
| | - Andrea Ermolao
- Sport and Exercise Medicine Division, Department of Medicine, University of Padova, Padova, Italy; and
| | - Dario Gregori
- Unit of Biostatistics, Epidemiology, and Public Health, Department of Cardiac, Thoracic, and Vascular Sciences, University of Padova, Padova, Italy
| | - Liviana Da Dalt
- Department of Women's and Children's Health, University of Padova, Padova, Italy
| | - Silvia Bressan
- Department of Women's and Children's Health, University of Padova, Padova, Italy
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Tanaka S, Sagisaka R, Sone E, Tanaka H. Sport level and sex differences in sport-related concussion among Japanese collegiate athletes: Epidemiology, knowledge, reporting behaviors, and reported symptoms. SPORTS MEDICINE AND HEALTH SCIENCE 2023; 5:229-238. [PMID: 37753424 PMCID: PMC10518792 DOI: 10.1016/j.smhs.2023.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 06/23/2023] [Accepted: 07/05/2023] [Indexed: 09/28/2023] Open
Abstract
This study investigated the incidence of sport-related concussion (SRC) in sports, effect of athlete knowledge on reporting behavior differences between collegiate and non-collegiate athletes, and differences in SRC symptoms between sexes and level of participation. In this cross-sectional survey, 1 344 Japanese collegiate and non-collegiate athletes from a single institute were analyzed. Using a web-based survey, demographics, general SRC, knowledge of SRC, the most recent SRC reporting behaviors, and symptom presentation were examined. The prevalence of SRC during the academic year 2016-2017 was 2.68 (95% confidence interval [CI]: 1.88-3.69) across all sports. The prevalence of SRC was 33.3 (95% CI: 17.96-51.83) in rugby union and 8.33 (95% CI: 1.03-27.00) in women's soccer. The prevalence of SRC in males (3.47 [95% CI: 2.38-4.86] was 3.65 times higher than that in females (0.95 [95% CI: 0.26-2.41]). In total, the mean total score of knowledge was 5.30 (4.2) across 25 questions; dizziness was the most well-known symptom (867/1 344, 64.5%), followed by headache (59.3%). Being more emotional (44/1 345, 3.3%) was the least frequently known symptom. Level of participation did not affect scores (5.16 [3.96] vs. 5.52 [4.54]; p = 0.131). All 87 disclosing participants experienced drowsiness and irritability and felt more emotional. In terms of sex and participant level, no significant differences were found in any symptoms. This study found very low rates of concussion education in Japan. Dissemination of concussion education is essential in the future to recognize concussion earlier and prevent severe concussive injury.
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Affiliation(s)
- Shota Tanaka
- Research Institute of Disaster Management and EMS, Kokushikan University, Japan
- Kokushikan Sports Promotion Center, Kokushikan University, Japan
| | - Ryo Sagisaka
- Research Institute of Disaster Management and EMS, Kokushikan University, Japan
- Department of Integrated Science and Engineering for Sustainable Societies, Chuo University, Japan
| | - Etsuko Sone
- Research Institute of Disaster Management and EMS, Kokushikan University, Japan
- Kokushikan Sports Promotion Center, Kokushikan University, Japan
| | - Hideharu Tanaka
- Research Institute of Disaster Management and EMS, Kokushikan University, Japan
- Kokushikan Sports Promotion Center, Kokushikan University, Japan
- Department of Sports Medicine, Kokushikan University, Japan
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18
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Leahy R, Whyte E, Rochfort KD, Kontos AP, Collins MW, O'Connor S. Factors associated with concussion management behavior in Ladies Gaelic Football players. Brain Inj 2023; 37:1159-1166. [PMID: 37296158 DOI: 10.1080/02699052.2023.2222643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Revised: 03/07/2023] [Accepted: 06/02/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND Sport-related concussion (SRC) management may be poor in community sports such as Ladies Gaelic Football (LGF). This study examined factors associated with SRC management behavior in adult LGF players. METHODS Participants (n = 657) answered an online survey on demographic factors, concussion knowledge, attitudes, and education, and SRC management behavior. Data from participants who reported sustaining an LGF-related SRC during the previous year (n = 115) were further analyzed. RESULTS Being diagnosed with SRC was the main factor influencing subacute management behavior. Players with diagnosed SRCs had increased odds of following a graded return-to-play (RTP) programme (OR = 4.89), following a medically supervised graded RTP programme (OR = 10.16), and being medically cleared before full RTP (OR = 13.45) compared with those with suspected SRCs. Concussion history was associated with increased odds of informing a coach of a possible SRC (OR = 2.86). Demographic factors, previous use of Ladies Gaelic Football Association concussion education resources, and concussion knowledge and attitudes had minimal or no influence on management behaviors. CONCLUSION Greater access to medical personnel at LGF training and matches is recommended. Due to limited medical resources in community sport, a clear referral pathway for players with SRC and comprehensive SRC education should be introduced to ensure players receive adequate medical care.
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Affiliation(s)
- Róisín Leahy
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
| | - Enda Whyte
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
| | - Keith D Rochfort
- School of Nursing, Psychotherapy and Community Health, Dublin City University, Dublin, Ireland
| | - Anthony P Kontos
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Michael W Collins
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Siobhán O'Connor
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
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Vanderhorst M, Rawlings A, Germansky M, Chodak A, Krohn A, Wilson M, Bauman R, Emke B, Parody R, Bevilacqua ZW. Prognostic Utility of Oculomotor Assessments in Determining Return-to-Learn Time in Acutely Concussed College Student-Athletes: A Pilot Study. Neurotrauma Rep 2023; 4:515-521. [PMID: 37636337 PMCID: PMC10457635 DOI: 10.1089/neur.2023.0027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2023] Open
Abstract
We sought to discover which oculomotor test (King-Devick [KD], near point of convergence [NPC], and accommodative facility [AF]) would best produce a prognostic model for an RTL time frame. An observational cohort design was used to longitudinally track division I and III student-athletes with concussion at a private university in New York State. Measurements included pre-RTL oculomotor testing (NPC, KD, and AF), along with daily text messages and phone calls. Participants were considered returned-to-learn once they had returned to baseline symptoms and had attended 2 days of classes. Our data promote KD score and class attendance as the best-fit prognostic model, with every second accrued on the KD test equating to 5.29 h of RTL time. Further, attending class throughout recovery, versus not, shortened RTL time by a mean 170.50 h, or 7.1 days. Five variables produced a significant attenuating association with concussion symptoms: time post-injury (p = 0.01); caffeine (p = 0.05); alcohol (p = 0.01); music (p = 0.01); and physical activity (p = 0.01). Three variables produced a significant worsening association with concussion symptoms: screen time (p = 0.05); music (p = 0.01); and class attendance (p = 0.01). The findings present a preliminary evidence-based model to prognosticate RTL time. To our knowledge, this is the second longitudinal study, and the first overall, to present objective data for guiding and prognosticating RTL, respectively. Correspondingly, these data should assist clinicians with objectively steering RTL in-clinic.
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Affiliation(s)
- Maya Vanderhorst
- Department of Public Policy, Rochester Institute of Technology, Rochester, New York, USA
| | - Alex Rawlings
- Department of Exercise Science, Rochester Institute of Technology, Rochester, New York, USA
| | - Megan Germansky
- Department of Exercise Science, Rochester Institute of Technology, Rochester, New York, USA
| | - Ayana Chodak
- Department of Exercise Science, Rochester Institute of Technology, Rochester, New York, USA
| | - Amanda Krohn
- Department of Athletics, Rochester Institute of Technology, Rochester, New York, USA
| | - Melissa Wilson
- Department of Athletics, Rochester Institute of Technology, Rochester, New York, USA
| | - Robert Bauman
- Department of Athletics, Rochester Institute of Technology, Rochester, New York, USA
| | - Benjamin Emke
- Department of Athletics, Rochester Institute of Technology, Rochester, New York, USA
| | - Robert Parody
- Department of Mathematics, Rochester Institute of Technology, Rochester, New York, USA
| | - Zachary W. Bevilacqua
- Department of Exercise Science, Rochester Institute of Technology, Rochester, New York, USA
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Schmidt JD, Lynall RC, Lempke LB, Miller LS, Gore RK, Devos H. Longitudinal Assessment of Postconcussion Driving: Evidence of Acute Driving Impairment. Am J Sports Med 2023; 51:2732-2739. [PMID: 37462687 DOI: 10.1177/03635465231184390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/02/2023]
Abstract
BACKGROUND Current medical practices and recommendations largely ignore the safety of postconcussion driving, even though commonly used measures of neurocognition, balance, and vestibulo-ocular function show impairment. PURPOSE To compare simulated driving between patients with concussion and controls throughout concussion recovery using a case-control design. STUDY DESIGN Cohort study; Level of evidence, 2. METHODS A total of 26 concussed and 23 control Division I collegiate athletes completed a driving simulation assessment at 3 time points (within 72 hours, asymptomatic, and return to sport). Cumulative driving simulation outcome variables included total number of collisions, speed exceedances, stop signs missed, lane excursions, total drive time, percentage of time over the speed limit, and percentage of time out of the lane. The mean speed, standard deviation of speed (SDS), lateral lane position, and standard deviation of lateral lane position (SDLP) were examined for each of the 11 drive segments. Outcomes were compared using generalized linear mixed models with random intercepts by participant with Poisson or normal distributions. RESULTS Within 72 hours of injury, the concussion group committed more lane excursions (median difference, 2; P = .003), exhibited greater SDS while avoiding a child pedestrian crossing the road (Cohen d = 0.73; P = .011), drove ~7 inches (~18 cm) closer to the centerline during a residential left curve (d = 0.90; P = .015), and had greater SDLP while navigating around a car crash compared with controls (d = 0.72; P = .016). When asymptomatic, the concussion group committed fewer speed exceedances (median difference, 2; P = .002) and had lower SDLP while navigating through a traffic light compared with controls (d = 0.60; P = .045). No differences were evident at return to sport. Groups did not differ in total collisions at any time point. CONCLUSION The concussion group showed more impaired driving patterns within 72 hours of injury, drove more conservatively once asymptomatic, and had similar driving performance at the time they returned fully to sport. Clinicians should consider these findings when discussing driving with patients acutely after concussion. Further research is needed to determine whether on-road collision risk is elevated after concussion.
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Affiliation(s)
- Julianne D Schmidt
- UGA Concussion Research Laboratory, University of Georgia, Athens, Georgia, USA
- Department of Kinesiology, University of Georgia, Athens, Georgia, USA
| | - Robert C Lynall
- UGA Concussion Research Laboratory, University of Georgia, Athens, Georgia, USA
- Department of Kinesiology, University of Georgia, Athens, Georgia, USA
| | - Landon B Lempke
- Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Russell K Gore
- Complex Concussion Clinic, Shepherd Center, Atlanta, Georgia, USA
- Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia, USA
| | - Hannes Devos
- Department of Physical Therapy, Rehabilitation Science, and Athletic Training, University of Kansas Medical Center, Kansas City, Kansas, USA
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21
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Lempke LB, Shumski EJ, Prato TA, Lynall RC. Reliability and Minimal Detectable Change of the Standardized Assessment of Reaction Time. J Athl Train 2023; 58:579-587. [PMID: 36252207 PMCID: PMC10496444 DOI: 10.4085/1062-6050-0391.22] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT Postconcussion reaction time deficits are common, but existing assessments lack sport-related applicability. We developed the Standardized Assessment of Reaction Time (StART) tool to emulate the simultaneous cognitive and motor function demands in sport, but its reliability is unestablished. OBJECTIVES To determine the intrarater, interrater, and test-retest reliability of StART and to examine the dual-task effect, time effect, and relationships between StART and computerized and laboratory-based functional reaction time assessments. DESIGN Prospective cohort study. SETTING Clinical laboratory. PATIENTS OR OTHER PARTICIPANTS Twenty healthy, physically active individuals (age = 20.3 ± 1.8 years, females = 12, no concussion history = 75%). MAIN OUTCOME MEASURE(S) Participants completed the StART, computerized reaction time (Stroop task via CNS Vital Signs), and laboratory-based jump landing and cutting reaction time under single-task and dual-task (subtracting by 6s or 7s) cognitive conditions at 2 testing sessions a median of 7 days apart. We used intraclass correlation coefficients (ICCs), repeated-measure analysis of variance, and Pearson r correlations to address our aims. RESULTS Overall, good to strong interrater (ICC [2,k] range = 0.83-0.97), intrarater (ICC [3,k] range = 0.91-0.98), and test-retest (ICC [3,k] range = 0.69-0.89) reliability were observed. A significant reaction time assessment-by-cognitive condition interaction was present (P = .018, ηp2 = 0.14), with StART having the largest dual-task effect. Main time effects for dual-task conditions were seen across all reaction time assessments (mean difference = -25 milliseconds, P = .026, ηp2 = 0.08) with improved performance at the second testing session. No StART outcomes correlated with computerized reaction time (P > .05), although some correlated with single-task (r range = 0.42-0.65) and dual-task (r range = 0.19-0.50) laboratory cutting reaction time. CONCLUSIONS The StART demonstrated overall reliable performance relative to other reaction time measures. Reliability coupled with a strong dual-task effect indicates that StART is a valid measure for examining functional reaction time and may have future utility for sport-related concussion return-to-play decision-making.
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Affiliation(s)
- Landon B. Lempke
- Michigan Concussion Center, School of Kinesiology, University of Michigan, Ann Arbor
- Division of Sports Medicine, Boston Children’s Hospital, MA
- Micheli Center for Sports Injury Prevention, Waltham, MA
| | - Eric J. Shumski
- UGA Concussion Research Laboratory and
- UGA Biomechanics Laboratory, Department of Kinesiology, University of Georgia, Athens
| | - Thomas A. Prato
- UGA Concussion Research Laboratory and
- UGA Biomechanics Laboratory, Department of Kinesiology, University of Georgia, Athens
| | - Robert C. Lynall
- UGA Concussion Research Laboratory and
- UGA Biomechanics Laboratory, Department of Kinesiology, University of Georgia, Athens
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Heron N, Jones N, Cardwell C, Gomes C. 'If in Doubt, Sit Them Out': How Long to Return to Elite Cycling Competition following a Sports-Related Concussion (SRC)? INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:ijerph20085449. [PMID: 37107731 PMCID: PMC10138273 DOI: 10.3390/ijerph20085449] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 03/29/2023] [Accepted: 03/30/2023] [Indexed: 05/11/2023]
Abstract
INTRODUCTION A concussion or sports-related concussion (SRC) is a traumatic brain injury induced by biomechanical forces. After a SRC diagnosis is made, a concussed individual must undergo a period away from competition while they return to their baseline level of functioning. The Union Cycliste Internationale (UCI) currently recommend a minimum of 6 days restriction from competitive cycling following a SRC but there is a growing feeling amongst those involved in brain injury research that this period is too short. Therefore, how much time should cyclists be removed from competitive sporting action following a SRC? AIMS To review the time out of competition following the diagnosis of a SRC for elite cyclists within British Cycling (BC). METHODS All medical records for elite cyclists within BC were audited for diagnoses of "concussion" or "sports-related concussions" from January 2017 until September 2022. The days out of competition following the concussion until ready to compete again (that is, returned to full training) was then calculated. All diagnoses and management of SRC were undertaken by the medical team at BC and in-keeping with current international guidelines. RESULTS Between January 2017 and September 2022, there were 88 concussions diagnosed, 54 being males and 8 in para-athletes. The median duration for time out of competition for all concussions was 16 days. There was no statistical difference between males (median 15.5 days) and females (median 17.5 days) for time out of competition (p-value 0.25). The median duration out of competition following a concussion for able-bodied athletes was 16 (80 athletes) compared to 51 days (8 athletes) in para-cyclists, which was not statistically different (p-value 0.39). CONCLUSIONS This is the first study to report SRC concussion recovery times in elite cycling, including para-athletes. Between January 2017 and September 2022, there were 88 concussions diagnosed at BC and the median duration for time out of competition for all concussions was 16 days. There was no statistically significant difference in recovery times between male and females and para- and able-bodied athletes. This data should be used to help establish minimum withdrawal times post-SRC for elite cycling participation and we call on the UCI to review this data when establishing SRC protocols for cycling, with further research required in para-cyclists.
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Affiliation(s)
- Neil Heron
- Centre for Public Health, Queen’s University Belfast, Belfast BT12 6BA, UK
- Medical Department, British Cycling, Manchester M11 4DQ, UK
- School of Medicine, Keele University, Staffordshire ST5 5BG, UK
- Correspondence:
| | - Nigel Jones
- Medical Department, British Cycling, Manchester M11 4DQ, UK
| | | | - Clint Gomes
- Medical Department, British Cycling, Manchester M11 4DQ, UK
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Lempke LB, Bergeron G, O'Connor S, Lynall RC, Resch JE, Walton SR. Concussion Assessment and Management Practices Among Irish and Canadian Athletic Therapists: An International Perspective. J Athl Train 2023; 58:293-304. [PMID: 35724361 PMCID: PMC11215646 DOI: 10.4085/1062-6050-0097.22] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT Certified athletic therapists in Ireland and Canada serve essential concussion assessment and management roles, but their health care practices and concussion knowledge have not been established. OBJECTIVE To examine Irish and Canadian athletic therapist cohorts' (1) concussion knowledge, (2) current concussion assessment and management techniques across all job settings, and (3) the association of concussion assessment and management practices with years of clinical experience and highest degree attained. DESIGN Cross-sectional cohort study. SETTING Online survey. PATIENTS OR OTHER PARTICIPANTS Licensed Irish (49.7%, n = 91/183) and Canadian (10.1%, n = 211/2090) athletic therapists. MAIN OUTCOME MEASURE(S) Athletic therapists completed an online survey assessing their demographics, concussion knowledge (symptom recognition, patient-clinician scenarios), frequency of concussions assessed annually, and assessment and return-to-play (RTP) measures using a modified, previously validated survey. Symptom recognition consisted of 20 (8 true, 12 false) items on recognition of signs and symptoms that were scored as total correct. Descriptive statistics and odds ratios were used to examine survey responses where appropriate. RESULTS Irish (86.8%, n = 46/53) and Canadian (93.4%, n = 155/166) athletic therapists indicated RTP guidelines were the most common method for determining RTP. Symptom recognition scores were 72.8% ± 17.0% among Irish and 76.6% ± 17.0% among Canadian athletic therapists. Irish (91.2%, n = 52/57) and Canadian (90.4%, n = 161/178) athletic therapists reported standardized sideline assessments as the most used concussion assessment method. Irish and Canadian athletic therapists' use of 2-domain (Irish: 38.6% [n = 22/57]; Canadian: 73.6% [n = 131/178]) and 3-domain (Irish: 3.5% [n = 2/57]; Canadian: 19.7% [n = 35/178]) minimum assessments (ie, symptoms, balance, or neurocognitive) was not associated with education or clinical experience (P ≥ .07), except for Canadian athletic therapists with master's degrees having greater odds of completing 2-domain assessments at initial evaluation than those with bachelor's degrees (odds ratio = 1.80; 95% CI = 1.41, 1.95). CONCLUSIONS Irish and Canadian athletic therapists demonstrated similar concussion knowledge; however, most did not fully adhere to international consensus guidelines for concussion assessment as evidenced by low 2- and 3-domain assessment use. Athletic therapists should aim to implement multidimensional concussion assessments to ensure optimal health care practices and patient safety.
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Affiliation(s)
- Landon B. Lempke
- UGA Concussion Research Laboratory, Department of Kinesiology, University of Georgia, Athens
- School of Kinesiology, Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Glen Bergeron
- Department of Kinesiology and Applied Health, The University of Winnipeg, Manitoba, Canada
| | - Siobhán O'Connor
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, School of Health and Human Performance, Dublin City University, Ireland
| | - Robert C. Lynall
- UGA Concussion Research Laboratory, Department of Kinesiology, University of Georgia, Athens
| | - Jacob E. Resch
- Exercise and Sport Injury Laboratory, Department of Kinesiology, University of Virginia, Charlottesville
| | - Samuel R. Walton
- Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond
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Lempke LB, Hoch MC, Call JA, Schmidt JD, Lynall RC. Lower Extremity Somatosensory Function Throughout Concussion Recovery: A Prospective Cohort Study. J Head Trauma Rehabil 2023; 38:E156-E166. [PMID: 35687895 DOI: 10.1097/htr.0000000000000805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE Balance impairments may suggest somatosensory disruption beyond concussion clinical recovery, but somatosensory subsystems have never been directly assessed. Our objective was to examine somatosensory function between individuals with a concussion and healthy matched-controls at acute (<7 days) and asymptomatic (<72 hours of being symptom-free) time points. SETTING Laboratory. PARTICIPANTS Participants with a concussion and matched controls ( n = 24; 58% male, age: 19.3 ± 1.1 years, mass: 70.3 ± 16.4 kg, height: 177.3 ± 12.7 cm). DESIGN Prospective cohort. MAIN MEASURES Somatosensory assessments on the dominant limb at both time points included: (1) plantar touch sensation threshold via Semmes-Weinstein monofilaments, (2) plantar pressure pain threshold via algometry, and (3) knee absolute passive joint repositioning (PJR) error via Biodex across 3 arcs (105°-75°, 30°-60°, 90°-45° knee-flexion). We used mixed-model analyses of variance, post hoc Tukey honestly significant difference t tests with mean difference, 95% CI, and Hedges' g effect sizes to examine outcomes. RESULTS Touch sensation had a group effect with the concussion cohort needing 0.95 grams of force (gf) more relative to controls (95% CI: 0.03 to 1.87; P = .043). No touch sensation interaction was present, but medium and large effects were observed for greater gf needed among the concussed cohort at the acute (1.11 gf; 95% CI: 0.17 to 2.05; g = 0.96) and asymptomatic time points (0.79 gf; 95% CI: -0.15 to 1.73; g = 0.73). No plantar pressure pain threshold effects were observed ( P ≥ .311), with negligible pressure difference magnitudes at the acute (0.26 pound force [lbf]/cm 2 ; 95% CI: -1.54 to 2.06; g = 0.13) and medium magnitudes at the asymptomatic time points (0.99 lbf/cm 2 ; 95% CI: -0.81 to 2.80; g = 0.42) for the concussed cohort needing more pressure to detect pain. The 30° to 60° PJR had a time effect, with asymptomatic time point having 3.12° better accuracy (95% CI: 1.23° to 5.02; P = .002). The concussed cohort had small-to-medium magnitude differences relative to controls at the acute time point for PJR during 105° to 75° (0.89°; g = 0.30) and 90° to 45° (0.62°; g = 0.17), but not 30° to 60° (-1.75°; g = -0.40). CONCLUSIONS Individuals with a concussion exhibited large effects for diminished plantar touch sensation and small to medium effects for inhibited plantar pressure pain sensation compared with controls, which may indicate altered somatosensory function. Negligible PJR differences suggest knee joint position sense is not altered post-concussion. Pre- and postconcussion examination is warranted to understand causal somatosensory mechanisms.
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Affiliation(s)
- Landon B Lempke
- UGA Concussion Research Laboratory, University of Georgia, Athens (Drs Lempke, Schmidt, and Lynall); Department of Kinesiology, University of Georgia, Athens (Drs Lempke, Call, Schmidt, and Lynall); Division of Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, and Micheli Center for Sports Injury Prevention, Waltham, Massachusetts (Dr Lempke); Sports Medicine Research Institute, University of Kentucky, Lexington (Dr Hoch); and Skeletal Muscle Dysfunction Laboratory, University of Georgia, Athens (Dr Call)
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25
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Concussion in Ladies Gaelic Football: Self-reported History, Clinical Profiles, and Management Behavior. Clin J Sport Med 2023; 33:157-164. [PMID: 36473235 DOI: 10.1097/jsm.0000000000001090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 09/14/2022] [Indexed: 12/12/2022]
Abstract
OBJECTIVE To describe the prevalence, characteristics, and management behavior of self-reported sport-related concussion (SRC) in Ladies Gaelic Football (LGF) players. DESIGN Cross-sectional study. SETTING Online survey distributed to LGF clubs throughout Ireland. PARTICIPANTS Elite and nonelite adult LGF players (n = 657). INTERVENTIONS Participants were recruited by convenience sampling and answered an online survey. Questions on demographic characteristics, SRC history, symptoms, injury characteristics, and management behavior after SRCs that occurred while playing LGF during the previous season were included. MAIN OUTCOME MEASURES Overall concussion history, occurrence of an SRC during the previous LGF season, clinical profile scores, characteristics (eg mechanism and setting), and management behavior (eg following a graded RTP program) after SRCs that occurred during the previous season. RESULTS Approximately one-fifth (17.5%) of participants sustained a suspected or diagnosed SRC during the previous season, which was higher among elite (26.1%) than nonelite (15.3%) players ( P < 0.01). The highest scoring clinical profiles were the ocular and migraine profiles. Only 3.5% of respondents adhered to all SRC management recommendations. Although players who reported a medically diagnosed versus a suspected SRC more often followed these guidelines, SRC management beyond the initial phase of injury remained inadequate. CONCLUSION SRC is common in LGF; however, adherence to recommended management guidelines is poor, even among players who receive medical assistance. In particular, few LGF athletes receive clinical concussion care beyond the initial diagnosis and acute management phase. Further research is needed to examine the underlying reasons for poor SRC management in LGF, which will guide the development of future sport-specific interventions.
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Gaudet C, Iverson GL, Zafonte RD, Berkner P, Cook NE. Prior Concussion History and Clinical Recovery Following Sport-Related Concussion in High School Athletes. J Neurotrauma 2023. [PMID: 36785985 DOI: 10.1089/neu.2022.0358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023] Open
Abstract
Clinical recovery following sport-related concussion varies as a function of preinjury and acute factors. Whether, or the extent to which, concussion history is associated with clinical outcome following sport-related concussion is uncertain, as research has produced mixed findings. The present study aimed to assess whether a history of prior concussions is associated with prolonged clinical recovery following a subsequent sport-related concussion. The sample was comprised of 780 adolescent student athletes (mean age= M=16.3, SD=1.3 years; 56.8% boys, 43.2% girls) whose school participated in the Maine Concussion Management Initiative (MCMI). Survival analyses were used to compare recovery times among adolescents with a history of 0, 1, or 2 prior concussions following a subsequent sport-related concussion. The two primary outcomes of interest were the number of days to return to school and sports. There were no statistically significant differences in total time to return to school and sports, or the proportion of adolescents who returned to school and sports at most intervals (e.g., 7, 14, 28 days), between those with 0, 1, or 2 prior concussions. However, a greater proportion of adolescents with a history of 2 prior concussions remained out of sports at 28 days as compared to those with no prior concussions (23.5% vs. 12.7%; OR=2.10, 95% CI 1.18-3.73). Having sustained prior concussions was not associated with time to return to school following a subsequent sport-related concussion. However, a greater proportion of adolescents with two or more prior concussions experienced a prolonged return to sports. Further research is warranted to identify risk factors for worse outcomes among the subset of adolescents with a history of multiple prior concussions who experience prolonged recoveries.
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Affiliation(s)
- Charles Gaudet
- Harvard Medical School, 1811, 79/96 13th Street, Charlestown, Massachusetts, United States, 02129;
| | - Grant L Iverson
- Harvard Medical School, 1811, Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital and Spaulding Research Institute, Charlestown, Massachusetts, United States, 02129.,Harvard Medical School, 1811, Physical Medicine and Rehabilitation, Boston, United States, 02115;
| | - Ross D Zafonte
- Harvard Medical School, Department of Physical Medicine and Rehabilitation, 401 Park Drive, Suite 504W, Boston, Massachusetts, United States, 02115.,Spaulding Rehabilitation Hospital, Department of Physical Medicine and Rehabilitation, 300 First Avenue, Charlestown, Massachusetts, United States, 02129;
| | - Paul Berkner
- University of New England College of Osteopathic Medicine, 115985, Biddeford, Maine, United States;
| | - Nathan E Cook
- Harvard Medical School, 1811, Physical Medicine and Rehabilitation, 79/96 Thirteenth Street, Center for Health and Rehabilitation, Department of Physical Medicine & Rehabilitation, Harvard Medical School, 79/96 Thirteenth Street, Charlestown, Massachusetts, United States, 02129.,Spaulding Rehabilitation Hospital, 24498, Charlestown, Massachusetts, United States.,MassGeneral Hospital for Children, Sport Concussion Program, Boston, Massachusetts, United States;
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Lempke LB, Oldham JR, Passalugo S, Willwerth SB, Berkstresser B, Wang F, Howell DR, Meehan WP. Influential Factors and Preliminary Reference Data for a Clinically Feasible, Functional Reaction Time Assessment: The Standardized Assessment of Reaction Time. J Athl Train 2023; 58:112-119. [PMID: 35476022 PMCID: PMC10072093 DOI: 10.4085/1062-6050-0073.22] [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] [Indexed: 11/09/2022]
Abstract
CONTEXT Clinical reaction-time (RT) measures are frequently used when examining patients with concussion but do not correlate with functional movement RT. We developed the Standardized Assessment of RT (StART) to emulate the rapid cognitive demands and whole-body movement needed in sport. OBJECTIVE To assess StART differences across 6 cognitive-motor combinations, examine potential demographic and health history confounders, and provide preliminary reference data for healthy collegiate student-athletes. DESIGN Prospective, cross-sectional study. SETTING Clinical medicine facilities. PATIENTS OR OTHER PARTICIPANTS A total of 89 student-athletes (56 [62.9%] men, 33 [37.1%] women; age = 19.5 ± 0.9 years, height = 178.2 ± 21.7 cm, mass = 80.4 ± 24 kg; no concussion history = 64 [71.9%]). MAIN OUTCOME MEASURE(S) Student-athletes completed health history questionnaires and StART during preseason testing. The StART consisted of 3 movements (standing, single-legged balance, and cutting) under 2 cognitive states (single task and dual task [subtracting by 6's or 7's]) for 3 trials under each condition. The StART trials were calculated as milliseconds between penlight illumination and initial movement. We used a 3 × 2 repeated-measures analysis of variance with post hoc t tests and 95% CIs to assess StART cognitive and movement differences, conducted univariable linear regressions to examine StART performance associations, and reported StART performance as percentiles. RESULTS All StART conditions differed (P ≤ .03), except single-task standing versus single-task single-legged balance (P = .36). Every 1-year age increase was associated with an 18-millisecond (95% CI = 8, 27 milliseconds) slower single-task cutting RT (P < .001). Female athletes had slower single-task (15 milliseconds; 95% CI = 2, 28 milliseconds; P = .02) and dual-task (28 milliseconds; 95% CI = 2, 55 milliseconds; P = .03) standing RT than male athletes. No other demographic or health history factors were associated with any StART condition (P ≥ .056). CONCLUSIONS The StART outcomes were unique across each cognitive-motor combination, suggesting minimal subtest redundancy. Only age and sex were associated with select outcomes. The StART composite scores may minimize confounding factors, but future researchers should consider age and sex when providing normative data.
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Affiliation(s)
- Landon B. Lempke
- Division of Sports Medicine, Boston Children's Hospital, MA
- The Micheli Center for Sports Injury Prevention, Waltham, MA
| | - Jessie R. Oldham
- Department of Physical Medicine and Rehabilitation, School of Medicine, Virginia Commonwealth University, Richmond
| | - Scott Passalugo
- Division of Sports Medicine, Boston Children's Hospital, MA
- The Micheli Center for Sports Injury Prevention, Waltham, MA
| | - Sarah B. Willwerth
- Division of Sports Medicine, Boston Children's Hospital, MA
- The Micheli Center for Sports Injury Prevention, Waltham, MA
| | | | - Francis Wang
- Harvard University Health Service, Cambridge, MA
| | | | - William P. Meehan
- Division of Sports Medicine, Boston Children's Hospital, MA
- The Micheli Center for Sports Injury Prevention, Waltham, MA
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Single-Leg Hop Stabilization Throughout Concussion Recovery: A Preliminary Biomechanical Assessment. J Sport Rehabil 2023:1-11. [PMID: 36812918 DOI: 10.1123/jsr.2022-0397] [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: 11/09/2022] [Revised: 12/12/2022] [Accepted: 12/19/2022] [Indexed: 02/24/2023]
Abstract
CONTEXT Aberrant movement patterns among individuals with concussion history have been reported during sport-related movement. However, the acute postconcussion kinematic and kinetic biomechanical movement patterns during a rapid acceleration-deceleration task have not been profiled and leaves their progressive trajectory unknown. Our study aimed to examine single-leg hop stabilization kinematics and kinetics between concussed and healthy-matched controls acutely (≤7 d) and when asymptomatic (≤72 h of symptom resolution). DESIGN Prospective, cohort laboratory study. METHODS Ten concussed (60% male; 19.2 [0.9] y; 178.7 [14.0] cm; 71.3 [18.0] kg) and 10 matched controls (60% male; 19.5 [1.2] y; 176.1 [12.6] cm; 71.0 [17.0] kg) completed the single-leg hop stabilization task under single and dual task (subtracting by 6's or 7's) at both time points. Participants stood on a 30-cm tall box set 50% of their height behind force plates while in an athletic stance. A synchronized light was illuminated randomly, queuing participants to initiate the movement as rapidly as possible. Participants then jumped forward, landed on their nondominant leg, and were instructed to reach and maintain stabilization as fast as possible upon ground contact. We used 2 (group) × 2 (time) mixed-model analyses of variance to compare single-leg hop stabilization outcomes separately during single and dual task. RESULTS We observed a significant main group effect for single-task ankle plantarflexion moment, with greater normalized torque (mean difference = 0.03 N·m/body weight; P = .048, g = 1.18) for concussed individuals across time points. A significant interaction effect for single-task reaction time indicated that concussed individuals had slower performance acutely relative to asymptomatic (mean difference = 0.09 s; P = .015, g = 0.64), while control group performance was stable. No other main or interaction effects for single-leg hop stabilization task metrics were present during single and dual task (P ≥ .051). CONCLUSIONS Greater ankle plantarflexion torque coupled with slower reaction time may indicate stiff, conservative single-leg hop stabilization performance acutely following concussion. Our findings shed preliminary light on the recovery trajectories of biomechanical alterations following concussion and provide specific kinematic and kinetic focal points for future research.
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Lower-Extremity Neuromuscular Function Following Concussion: A Preliminary Examination. J Sport Rehabil 2023; 32:31-39. [PMID: 35894887 DOI: 10.1123/jsr.2022-0075] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 05/03/2022] [Accepted: 05/21/2022] [Indexed: 01/03/2023]
Abstract
CONTEXT Neuromuscular function is altered acutely following concussion and theoretically linked to the subsequent postconcussion musculoskeletal injury risk. Existing research has only examined voluntary muscle activation, limiting mechanistic understanding. Therefore, our study aimed to examine voluntary and involuntary muscle activation between college-aged, concussed individuals when symptom-free and healthy matched controls. DESIGN Prospective, cross-sectional cohort laboratory study. METHODS Concussed and healthy participants (n = 24; 58% male, age: 19.3 [1.1] y, mass: 70.3 [16.4] kg, height: 177.3 [12.7] cm) completed the superimposed burst (SB) neuromuscular assessment on their dominant limb within 72 hours after self-reporting asymptomatic (22.4 [20.2] d postinjury). Unnormalized and bodyweight-normalized quadriceps maximal voluntary isometric contraction torque (in newton meters), unnormalized and bodyweight-normalized electrically stimulated SB torque, pain (numeric 1-10) during SB, and the central activation ratio (in percentage) were assessed via the SB. Parametric and nonparametric analyses, 95% confidence intervals (95% CIs), and Hedges g (parametric) and Spearman ρ (nonparametric) effect sizes were used to examine group differences (α = .05). RESULTS The maximal voluntary isometric contraction torque (concussed: 635.60 N·m [300.93] vs control: 556.27 N·m [182.46]; 95% CI, -131.36 to 290.02; P = .443; d = 0.33), SB torque (concussed: 203.22 N·m [97.17], control: 262.85 N·m [159.07]; 95% CI, -171.22 to 51.97; P = .280; d = -0.47), and central activation ratio (concussed: 72.16% [17.16], control: 70.09% [12.63]; 95% CI, -10.68 to 14.83; P = .740; d = 0.14) did not differ between the concussed and control groups regardless of bodyweight normalization (P ≥ .344). Pain during the SB was significantly higher with a medium effect for participants with a concussion versus healthy controls (concussed: median = 7, control: median = 5; P = .046; ρ = -0.42). DISCUSSION These findings suggest concussed participants do not have statistically altered voluntary or involuntary quadricep neuromuscular function once asymptomatic compared with controls. Therefore, the elevated postconcussion musculoskeletal injury risk may not be attributed to lower-extremity muscle activation. Concussed participants displayed greater pain perception during the SB, which suggests somatosensory or perception changes requiring further examination.
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Lempke LB, Passalugo S, Baranker BT, Hunt D, Berkstresser B, Wang F, Meehan WP, Howell DR. Relationship and Latent Factors Between Clinical Concussion Assessments and the Functional Standardized Assessment of Reaction Time (StART). Clin J Sport Med 2022; 32:e591-e597. [PMID: 35878887 PMCID: PMC9633339 DOI: 10.1097/jsm.0000000000001061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Accepted: 06/21/2022] [Indexed: 02/04/2023]
Abstract
OBJECTIVE To examine the relationships and latent factors within the Standardized Assessment of Reaction Time (StART), and between StART and current clinical assessments. DESIGN Cross-sectional study. SETTING Clinical medicine facility. PARTICIPANTS Eighty-nine healthy collegiate student-athletes (63% male, age: 19.5 ± 0.9 years, 28% ≥1 concussion history). ASSESSMENT OF RISK FACTORS Student-athletes completed StART and clinical assessments during preinjury testing. MAIN OUTCOME MEASURES Standardized Assessment of Reaction Time consisted of 3 conditions (standing, single-leg balance, cutting) under 2 cognitive states (single task and dual task) for 3 trials each condition. Clinical assessments were the Sport Concussion Assessment Tool (SCAT) symptom checklist, Standardized Assessment of Concussion (SAC), tandem gait (single task and dual task), and Immediate PostConcussion Assessment and Cognitive Testing (ImPACT). We used Pearson- r correlation coefficients and exploratory factor analysis (EFA) to examine relationships and latent factors between StART and clinical assessments. RESULTS Null to moderate correlations presented among the StART outcomes (r range: 0.06-0.70), and null to small correlations between StART and clinical assessments (r range: -0.16 to 0.34). The three-factor EFA for solely StART explained 70.6% total variance: functional movement (cutting), static dual-task (standing and single-leg balance), and static single task (standing and single-leg balance). The five-factor EFA for StART and clinical assessments explained 65.8% total variance: gait (single-task and dual-task tandem gait), functional movement (StART single-task and dual-task cutting), static dual-task (StART standing, single-leg balance), neurocognitive (ImPACT verbal memory, visual memory, visual-motor speed), and static single task (StART standing, single-leg balance). No other outcomes met the factor loading threshold. CONCLUSIONS StART displayed 3 distinct categories and had minimal redundancy within its subtests. StART did not meaningfully correlate with clinical assessments, suggesting that StART provides unique information by examining more functional, reactive movement.
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Affiliation(s)
- Landon B. Lempke
- Division of Sports Medicine, Boston Children’s Hospital, Boston, MA, USA
- The Micheli Center for Sports Injury Prevention, Waltham, MA, USA
| | - Scott Passalugo
- Division of Sports Medicine, Boston Children’s Hospital, Boston, MA, USA
- The Micheli Center for Sports Injury Prevention, Waltham, MA, USA
| | - Ben T. Baranker
- Division of Sports Medicine, Boston Children’s Hospital, Boston, MA, USA
- The Micheli Center for Sports Injury Prevention, Waltham, MA, USA
| | - Danielle Hunt
- Division of Sports Medicine, Boston Children’s Hospital, Boston, MA, USA
- The Micheli Center for Sports Injury Prevention, Waltham, MA, USA
| | | | - Francis Wang
- Harvard University Health Service, Cambridge, MA, USA
| | - William P. Meehan
- Division of Sports Medicine, Boston Children’s Hospital, Boston, MA, USA
- The Micheli Center for Sports Injury Prevention, Waltham, MA, USA
| | - David R. Howell
- Sports Medicine Center, Children’s Hospital of Colorado, Aurora, CO, USA
- Department of Orthopedics, School of Medicine, University of Colorado, Aurora, CO, USA
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Gaudet CE, Iverson GL, Kissinger-Knox A, Van Patten R, Cook NE. Clinical Outcome Following Concussion Among College Athletes with a History of Prior Concussion: A Systematic Review. SPORTS MEDICINE - OPEN 2022; 8:134. [PMID: 36308612 PMCID: PMC9617993 DOI: 10.1186/s40798-022-00528-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 10/16/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND There is long-standing interest in, and concern about, whether collegiate athletes with a history of concussion will experience worse clinical outcomes, or prolonged recovery, should they sustain a subsequent concussion. OBJECTIVES This systematic review examined the association between prior concussion history and clinical outcomes following a subsequent sport-related concussion among college-age student athletes. STUDY DESIGN Systematic review. METHODS We screened 5,118 abstracts and 619 full-text articles that were appraised to determine whether they met inclusion criteria. We utilized a likelihood heuristic to assess the probability of observing a specific number of statistically significant and nonsignificant studies reporting an association between concussion history and clinical outcomes. We conducted a narrative synthesis of the study findings. RESULTS Sixteen studies met the inclusion criteria. Thirteen studies reported the number of participants with a history of prior concussions (≥ 1), which totaled 1690 of 4573 total participants (on average 37.0% of study participants; median = 46.0%, range 5.6-63.8%). On the Newcastle-Ottawa Quality Assessment Scale, the risk of bias ratings ranged from 3 to 9 (mean = 5.4, SD = 1.4). Across all studies, 43.8% (k = 7/16) reported at least one statistically significant result among primary analyses showing an association between concussion history and worse clinical outcome. A minority of studies reporting on symptom duration (4/13, 30.8%) and time to return to play (2/7, 28.6%) found an association between concussion history and worse outcome. Studies included in the review reported limited information pertaining to the characteristics of prior concussions, such as presence or duration of loss of consciousness or posttraumatic amnesia, age at first lifetime concussion, time since most recent past concussion, or length of recovery from prior concussions. CONCLUSION The question of whether college athletes with a prior history of concussion have worse clinical outcome from their next sport-related concussion remains unresolved. The published results are mixed and in aggregate show modest evidence for an association. Many studies have small samples, and only three studies were designed specifically to address this research question. Important outcomes, such as time to return to academics, have not been adequately studied. Larger hypothesis-driven studies considering the number of prior concussions (e.g., 3 or more) are needed. TRIAL REGISTRATION PROSPERO CRD42016041479, CRD42019128300.
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Affiliation(s)
- Charles E. Gaudet
- grid.38142.3c000000041936754XDepartment of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA USA ,grid.32224.350000 0004 0386 9924MassGeneral Hospital for Children Sports Concussion Program, Waltham, MA USA ,grid.416228.b0000 0004 0451 8771Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Charlestown, MA USA
| | - Grant L. Iverson
- grid.38142.3c000000041936754XDepartment of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA USA ,grid.32224.350000 0004 0386 9924MassGeneral Hospital for Children Sports Concussion Program, Waltham, MA USA ,grid.416228.b0000 0004 0451 8771Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Charlestown, MA USA ,Center for Health and Rehabilitation Research, Charlestown, MA 02129 USA
| | - Alicia Kissinger-Knox
- grid.38142.3c000000041936754XDepartment of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA USA ,grid.32224.350000 0004 0386 9924MassGeneral Hospital for Children Sports Concussion Program, Waltham, MA USA ,grid.416228.b0000 0004 0451 8771Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Charlestown, MA USA
| | - Ryan Van Patten
- grid.413904.b0000 0004 0420 4094Providence Veterans Administration Medical Center, Providence, RI USA ,grid.40263.330000 0004 1936 9094Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI USA
| | - Nathan E. Cook
- grid.38142.3c000000041936754XDepartment of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA USA ,grid.32224.350000 0004 0386 9924MassGeneral Hospital for Children Sports Concussion Program, Waltham, MA USA ,grid.416228.b0000 0004 0451 8771Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Charlestown, MA USA
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Castellano AK, Powell JR, Cools MJ, Walton SR, Barnett RR, DeLellis SM, Goldberg RL, Kane SF, Means GE, Zamora CA, Depenbrock PJ, Mihalik JP. Relationship between Anterior Pituitary Volume and IGF-1 Serum Levels in Soldiers with Mild Traumatic Brain Injury History. Med Sci Sports Exerc 2022; 54:1364-1370. [PMID: 35838301 PMCID: PMC9287595 DOI: 10.1249/mss.0000000000002892] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE A high mild traumatic brain injury (mTBI) incidence rate exists in military and sport. Hypopituitarism is an mTBI sequela; however, few studies have examined this phenomenon in those with an mTBI history. This cross-sectional study of Special Operations Forces combat soldiers aimed 1) to relate anterior pituitary gland volumes (actual and normalized) to insulin-like growth factor 1 (IGF-1) concentrations, 2) to examine the effect of mTBI history on anterior pituitary gland volumes (actual and normalized) and IGF-1 concentrations, and 3) to measure the odds of demonstrating lower anterior pituitary gland volumes (actual and normalized) or IGF-1 concentrations if self-reporting mTBI history. METHODS Anterior pituitary gland volumes were manually segmented from T1-weighted 3D brain MRI sequences; IGF-1 serum concentrations were quantified using commercial enzyme-linked immunosorbent assays. Correlations and linear regression were used to determine the association between IGF-1 serum concentration and anterior pituitary gland volume (n = 74). Independent samples t-tests were used to compare outcomes between mTBI groups and logistic regression models were fit to test the odds of demonstrating IGF-1 concentration or anterior pituitary volume less than sample median based on mTBI group (n = 54). RESULTS A significant linear relationship between the subjects' anterior pituitary gland volumes and IGF-1 concentrations (r72 = 0.35, P = 0.002) was observed. Soldiers with mTBI history had lower IGF-1 concentrations (P < 0.001) and lower anterior pituitary gland volumes (P = 0.037) and were at greater odds for IGF-1 serum concentrations less than the sample median (odds ratio = 5.73; 95% confidence interval = 1.77-18.55). CONCLUSIONS Anterior pituitary gland volume was associated with IGF-1 serum concentrations. Mild TBI history may be adversely associated with anterior pituitary gland volumes and IGF-1 concentrations. Longitudinal IGF-1 and anterior pituitary gland monitoring may be indicated in those who report one or more mTBI.
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Affiliation(s)
- Anna K. Castellano
- Matthew Gfeller Center, Department of Exercise and Sport Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Jacob R. Powell
- Matthew Gfeller Center, Department of Exercise and Sport Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Michael J. Cools
- Matthew Gfeller Center, Department of Exercise and Sport Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Samuel R. Walton
- Matthew Gfeller Center, Department of Exercise and Sport Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Randaline R. Barnett
- Matthew Gfeller Center, Department of Exercise and Sport Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | - Richard L. Goldberg
- Department of Applied Physical Sciences, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Shawn F. Kane
- Department of Family Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Gary E. Means
- United States Army Special Operations Command, Fort Bragg, NC
| | - Carlos A. Zamora
- Department of Radiology, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | - Jason P. Mihalik
- Matthew Gfeller Center, Department of Exercise and Sport Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC
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D'Alonzo BA, Bretzin AC, Wiebe DJ. The Role of Reported Affective Symptoms and Anxiety in Recovery Trajectories After Sport-Related Concussion. Am J Sports Med 2022; 50:2258-2270. [PMID: 35647797 PMCID: PMC10898515 DOI: 10.1177/03635465221098112] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND There is growing awareness and clinical interest in athletes with affective symptoms after sport-related concussion (SRC), as these symptoms may contribute to overall symptoms and represent a modifiable risk factor of longer recovery. However, evidence of their effects on the entire return-to-play (RTP) trajectory, particularly among women and men, is limited. PURPOSE/HYPOTHESIS To examine the relationship between affective symptom reporting and RTP progression after SRC among a cohort of Division 1 student-athletes. We hypothesized that those endorsing affective symptoms, specifically nervous-anxious symptoms, spend more time in RTP progression and recovery. STUDY DESIGN Cohort study; Level of evidence, 3. METHODS Using SRC data from the Ivy League-Big Ten Epidemiology of Concussion Study among varsity athletes through February 2020, we identified the 4 affective symptoms from the Sport Concussion Assessment Tool symptom inventory. We modeled the relationship between a 4-category affective symptom variable and time to symptom resolution, RTP, and RTP progression, adjusting for nonaffective symptom prevalence and concussion history. Cox regressions were used to estimate hazard ratios for time to event outcomes, and linear regressions were used to evaluate mean differences for continuous outcomes. RESULTS Among 2077 student-athletes (men, 63.5%) with SRC symptoms, affective symptom prevalence was 47.6% and 44.3% in women and men, respectively, and nervous-anxious prevalence was 24.2% and 22.5%, respectively. When comparing women with and without co-occurring affective symptoms, rates of symptom resolution and RTP were significantly lower in those with affective symptoms, and women with nervous-anxious symptoms spent significantly longer in RTP progression. When comparing men with and without co-occurring affective symptoms, rates of symptom resolution and RTP were significantly lower in those with co-occurring affective symptoms, and affective symptoms were not associated with time in RTP progression. CONCLUSION Student-athletes with affective symptoms and nervous-anxious symptoms exhibited delayed clinical recovery and RTP timelines, particularly for time in RTP. Symptom prevalence and concussion history contributed to this; however, unmeasured confounding remains, as indicated by the poor model fit. This study motivates future work to explore affective symptoms and RTP timelines, considering anxiety and risk/protective factors over time.
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Affiliation(s)
- Bernadette A D'Alonzo
- Investigation performed at the Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Abigail C Bretzin
- Investigation performed at the Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Douglas J Wiebe
- Investigation performed at the Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Eagle SR, Brent D, Covassin T, Elbin RJ, Wallace J, Ortega J, Pan R, Anto-Ocrah M, Okonkwo DO, Collins MW, Kontos AP. Exploration of Race and Ethnicity, Sex, Sport-Related Concussion, Depression History, and Suicide Attempts in US Youth. JAMA Netw Open 2022; 5:e2219934. [PMID: 35796154 PMCID: PMC9250048 DOI: 10.1001/jamanetworkopen.2022.19934] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
IMPORTANCE Racial, ethnic, and sex disparities for concussion incidence and suicide attempts in youth have been reported, but data on the interaction of these variables in a large national data set are lacking. Understanding how race and ethnicity interact with sex and concussion to influence suicide attempts could yield critical information on the sociocultural impact of brain injury and mental health in US youth. OBJECTIVE To examine the associations of concussion history, race and ethnicity, and sex with reported suicide attempts among adolescents. DESIGN, SETTING, AND PARTICIPANTS This population-based cross-sectional cohort study used data from US Youth Risk Behavior Surveillance System (YRBSS) survey respondents between 2017 and 2019. Data were analyzed from May 2021 to January 2022. EXPOSURES Respondents reported sport- or recreation-related concussion (yes or no), depression (yes or no), and suicide attempt (yes or no) over the previous 12 months, along with race and ethnicity (categorized as American Indian or Alaska Native, Asian, Black, Hispanic/Latino, multiracial, Native Hawaiian or other Pacific Islander, and White), and sex (male or female). MAIN OUTCOMES AND MEASURES Two Chi-Square Automatic Interaction Detection (CHAID) decision tree models were built. The first was suicide attempt with depression history (SA-DEP), the second was suicide attempt without depression history (SA-NO DEP). CHAID uses risk factors (eg, number of concussions, race and ethnicity, sex) to divide the study sample into a series of subgroups that are nested within each other. Risk ratios (RRs) and 95% CIs were calculated for each subgroup to provide effect estimates. RESULTS A total of 28 442 youths aged up to 18 years (mean [SD] age, 14.6 [3.0] years; 14 411 [50.7%] female) responded to the survey. The CHAID decision trees revealed a complex interaction between race, sex, and concussion history for attempting suicide, which differed by depression history (overall accuracy, 84.4%-97.9%). Overall, depression history was the variable most strongly associated with SA (adjusted odds ratio, 11.24; 95% CI, 10.27-12.29). Concussion was the variable most strongly associated with SA-DEP (RR, 1.31; 95% CI, 1.20-1.51; P < .001). Black, Hispanic/Latino, or multiracial race and ethnicity were associated with increased risk for SA-DEP compared with others (RR, 1.59; 95% CI, 1.38-1.84; P < .001). American Indian or Alaska Native, Black, and Hispanic/Latino race and ethnicity were associated with increased risk for SA-NO DEP (RR, 1.89; 95% CI, 1.54-2.32; P < .001) compared with the remaining population. CONCLUSIONS AND RELEVANCE These findings suggest that clinicians should consider race, ethnicity, and sex when evaluating the role of sport- or recreation-related concussion on suicide risk among US youth.
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Affiliation(s)
| | - David Brent
- University of Pittsburgh, Pittsburgh, Pennsylvania
| | | | | | | | | | - Raymond Pan
- University of Pittsburgh, Pittsburgh, Pennsylvania
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Chrisman SPD, Bollinger BJ, Mendoza JA, Palermo TM, Zhou C, Brooks MA, Rivara FP. Mobile Subthreshold Exercise Program (MSTEP) for concussion: study protocol for a randomized controlled trial. Trials 2022; 23:355. [PMID: 35473570 PMCID: PMC9040347 DOI: 10.1186/s13063-022-06239-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 03/27/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Subthreshold exercise, defined as aerobic exercise below the level that causes symptoms, has been utilized as a treatment for youth with persistent postconcussive symptoms (PPCS), but there is currently little evidence to guide use. In addition, prior studies of exercise for PPCS have all required multiple in-person visits. We developed a virtual approach for delivering subthreshold exercise to youth with PPCS called the Mobile Subthreshold Exercise Program (MSTEP), and we have now been funded to conduct a large national randomized controlled trial (RCT) to test its efficacy for reducing concussive symptoms and improving health-related quality of life. METHODS This investigation is an RCT comparing MSTEP to an active control. We will recruit 200 adolescents 11-18 years old with postconcussive symptoms persisting for at least 1 week but less than 1 year. Youth will be randomized to receive either 6 weeks of subthreshold exercise (MSTEP) or a stretching condition (control). Youth and parents will complete surveys of concussive symptoms at baseline, weekly during the intervention, and at 3 and 6 months. The primary outcomes will be trajectory of concussive symptoms and health-related quality of life over the 6 months of the study. Secondary outcomes will include depression, anxiety, and sleep quality. We will also assess potential mediators of treatment effects including moderate-vigorous physical activity and fear avoidance of concussive symptoms. DISCUSSION This multisite RCT of MSTEP will provide vital information regarding the efficacy of a virtually delivered subthreshold exercise program for youth with PPCS, and insight regarding potential mediators of treatment effects, including objectively measured physical activity and fear avoidance of concussive symptoms. TRIAL REGISTRATION ClinicalTrials.gov NCT04688255. Registered on December 29, 2020.
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Affiliation(s)
- Sara P D Chrisman
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, PO Box 5371, CURE-03, Seattle, WA, 98145, USA. .,Department of Pediatrics, University of Washington, Seattle, USA.
| | - Beth J Bollinger
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, PO Box 5371, CURE-03, Seattle, WA, 98145, USA
| | - Jason A Mendoza
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, PO Box 5371, CURE-03, Seattle, WA, 98145, USA.,Department of Pediatrics, University of Washington, Seattle, USA.,Fred Hutchinson Cancer Research Center, Seattle, USA
| | - Tonya M Palermo
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, PO Box 5371, CURE-03, Seattle, WA, 98145, USA.,Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, USA
| | - Chuan Zhou
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, PO Box 5371, CURE-03, Seattle, WA, 98145, USA
| | | | - Frederick P Rivara
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, PO Box 5371, CURE-03, Seattle, WA, 98145, USA.,Department of Pediatrics, University of Washington, Seattle, USA
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Glendon K, Desai A, Blenkinsop G, Belli A, Pain M. Recovery of symptoms, neurocognitive and vestibular-ocular-motor function and academic ability after sports-related concussion (SRC) in university-aged student-athletes: a systematic review. Brain Inj 2022; 36:455-468. [PMID: 35377822 DOI: 10.1080/02699052.2022.2051740] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
BACKGROUND Physiological differences between a maturing and matured brain alters how Sports-Related Concussion (SRC) affects different age groups; therefore, a review specific to university-aged student-athletes is needed. OBJECTIVES Determine time to recovery for symptom burden, neurocognitive and Vestibular-Ocular-Motor (VOM) function and academic impact in university-aged student-athletes. METHODS Searches were conducted in PubMed, SpringerLink, PsycINFO, Science Direct, Scopus, Cochrane, Web of Science and EMBASE. Articles were included if they contained original data collected within 30 days in university-aged student-athletes, analysed SRC associated symptoms, neurocognitive or VOM function or academic ability and published in English. Two reviewers independently reviewed sources, using the Oxford Classification of Evidence-Based Medicine (CEBM) and the Downs and Black checklist, and independently extracting data before achieving consensus. RESULTS 58 articles met the inclusion criteria. Recovery of symptoms occurred by 7 and 3-5.3 days for neurocognition. The evidence base did not allow for a conclusion on recovery time for VOM function or academic ability. Few papers investigated recovery times at specified re-assessment time-points and have used vastly differing methodologies. CONCLUSIONS To fully understand the implication of SRC on the university-aged student-athlete' studies using a multi-faceted approach at specific re-assessments time points are required.Systematic review registration number: CRD42019130685.
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Affiliation(s)
- K Glendon
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - A Desai
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - G Blenkinsop
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - A Belli
- Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, UK
| | - M Pain
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
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Theodoroff SM, Papesh M, Duffield TC, Novak M, Gallun FJ, King L, Chesnutt J, Rockwood R, Palandri M, Hullar TE. Concussion Management Guidelines Neglect Auditory Symptoms. Clin J Sport Med 2022; 32:82-85. [PMID: 32941367 PMCID: PMC7956904 DOI: 10.1097/jsm.0000000000000874] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Tinnitus, noise sensitivity, and hearing difficulties are commonly reported secondary to head injury. These auditory deficits have been shown to negatively impact daily functioning, and yet, often go unnoticed by health care professionals. The purpose of this editorial is to explain why it is essential for clinical practice guidelines that address the management of patients who have experienced a head injury to incorporate assessment and rehabilitation of auditory symptoms.
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Affiliation(s)
- SM Theodoroff
- VA RR&D National Center for Rehabilitative Auditory Research (NCRAR), Veterans Affairs Portland Health Care System, Portland, Oregon, USA
- Department of Otolaryngology/Head & Neck Surgery, Oregon Health & Science University, Portland, Oregon, USA
| | - M Papesh
- VA RR&D National Center for Rehabilitative Auditory Research (NCRAR), Veterans Affairs Portland Health Care System, Portland, Oregon, USA
- Department of Otolaryngology/Head & Neck Surgery, Oregon Health & Science University, Portland, Oregon, USA
| | - TC Duffield
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - M Novak
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - FJ Gallun
- VA RR&D National Center for Rehabilitative Auditory Research (NCRAR), Veterans Affairs Portland Health Care System, Portland, Oregon, USA
- Department of Otolaryngology/Head & Neck Surgery, Oregon Health & Science University, Portland, Oregon, USA
| | - L King
- VA RR&D National Center for Rehabilitative Auditory Research (NCRAR), Veterans Affairs Portland Health Care System, Portland, Oregon, USA
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon, USA
- Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - J Chesnutt
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon, USA
- Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - R Rockwood
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - M Palandri
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - TE Hullar
- VA RR&D National Center for Rehabilitative Auditory Research (NCRAR), Veterans Affairs Portland Health Care System, Portland, Oregon, USA
- Department of Otolaryngology/Head & Neck Surgery, Oregon Health & Science University, Portland, Oregon, USA
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Suzuki K, Imamoto T, Nagai S, Takemura M. Knowledge of, and Attitudes Toward, Concussion in Japanese Male Collegiate Athletes. Front Sports Act Living 2022; 4:835100. [PMID: 35252861 PMCID: PMC8894241 DOI: 10.3389/fspor.2022.835100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 01/27/2022] [Indexed: 11/13/2022] Open
Abstract
Japan has no streamlined concussion education for collegiate athletes, and guidelines vary by sport. In particular, research on knowledge of, and attitudes toward, concussion is necessary for the establishment of concussion education for Japanese collegiate athletes. The aim of the present study was to assess the knowledge of, and attitudes toward, concussion in Japanese male collegiate athletes and to investigate their experiences with suspected concussion symptoms. An online questionnaire was administered to 390 collegiate athletes participating in the following five sports with a high incidence of concussion: rugby union, soccer, basketball, American football, and judo. Of the 121 valid responses, 91 (77.1%) indicated that they had experienced suspected concussion symptoms at least once and 46 of these 91 respondents had not reported their symptoms of suspected concussion at least once. Athletes who had never experienced concussion symptoms were significantly less likely to recognize the symptoms of concussion (p < 0.001). Most athletes recognized headache and dizziness as suspected concussion symptoms. However, the recognition rate for several symptoms was lower than the prevalence of these symptoms as shown in previous studies. This suggests that educational initiatives might be important to bridge the gap between athletes' knowledge and understanding of frequently occurring concussion symptoms and to improve reporting behavior.
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Affiliation(s)
- Keita Suzuki
- Sports Research and Development Core, University of Tsukuba, Ibaraki, Japan
- *Correspondence: Keita Suzuki
| | - Takashi Imamoto
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
| | - Satoshi Nagai
- Faculty of Health Sciences, Tsukuba International University, Ibaraki, Japan
| | - Masahiro Takemura
- Faculty of Health and Sport Sciences, University of Tsukuba, Ibaraki, Japan
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Andrews E, Jildeh TR, Abbas MJ, Lindsay-Rivera K, Berguson J, Okoroha KR. Concussions in the National Hockey League: Analysis of Incidence, Return to Play, and Performance. Orthop J Sports Med 2022; 10:23259671211052069. [PMID: 35097141 PMCID: PMC8796090 DOI: 10.1177/23259671211052069] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Accepted: 07/14/2021] [Indexed: 01/30/2023] Open
Abstract
Background: Concussion injuries are common in professional hockey; however, their effect on player performance remains unclear. Purpose: To quantify the effect of concussions on the performance of position players in the National Hockey League (NHL). Study Design: Cohort study; Level of evidence, 3. Methods: Concussion data from the NHL were collected using publicly available databases for the seasons between 2009-2010 and 2015-2016, coinciding with new NHL concussion rules. Age, body mass index, position, number of concussions during a player’s NHL career, games played, and time on ice were recorded. Basic and advanced performance metrics were collected for 1 season pre- and postconcussion (short-term period) and 3 seasons before and after concussion (long-term period) to assess short- and long-term changes in performance. A control group of players without an identified concussion who competed during the study period was assembled for comparison. Wilcoxon signed rank tests were used to evaluate pre- to postconcussion data in the short- and long-term settings as well as to compare the cohorts at each time point. Results: Overall, 48 players were identified as having a concussion during the study period. Players missed 17.2 ± 15.1 days (mean ± standard deviation) and 7.5 ± 6.9 games postconcussion. There were no significant differences in any metric when pre- and postconcussion intraseason performance was assessed. Athletes who were concussed demonstrated significantly deceased performance metrics (assists per 60 minutes, points per 60 minutes, Corsi percentage, and Fenwick percentage) in the 3 years after the concussion as compared with the year before injury ( P < .05). However, no difference was found between the concussed group and matched control group in the short- or long-term period. Players with concussion played fewer career games (856.4 ± 287.4 vs 725.7 ± 215.0; P < .05) than did controls. Conclusion: A high rate of NHL players were able to return to play after a concussion injury. Players with concussion did not experience a reduction in performance metrics in the short- or long-term setting when compared with matched controls. The concussed cohort maintained a similar workload up to 3 seasons postconcussion but played in fewer career games when compared with matched controls.
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Affiliation(s)
- Erickson Andrews
- Department of Orthopaedic Surgery, Henry Ford Hospital, Detroit, Michigan, USA
| | - Toufic R. Jildeh
- Department of Orthopaedic Surgery, Henry Ford Hospital, Detroit, Michigan, USA
| | - Muhammad J. Abbas
- Department of Orthopaedic Surgery, Henry Ford Hospital, Detroit, Michigan, USA
| | | | - Jon Berguson
- Department of Orthopaedic Surgery, State University of New York–Downstate Medical Center, Brooklyn, New York, USA
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Complexity of concussion management in youth ice hockey: Context matters. TRANSLATIONAL SPORTS MEDICINE 2021. [DOI: 10.1002/tsm2.296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Hoersten T, Gray A, Payne EK, Gear W, Hageman J. Investigating Concussion Knowledge in US Born Versus Internationally Born Collegiate Student-Athletes in the United States. Clin J Sport Med 2021; 31:e363-e366. [PMID: 32941377 DOI: 10.1097/jsm.0000000000000863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Accepted: 04/21/2020] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To compare concussion knowledge between US born and internationally born collegiate student-athletes. Furthermore, to investigate whether length of time in the United States impacted concussion knowledge. DESIGN Survey. SETTING Preparticipation physicals at a midwestern NAIA college. PARTICIPANTS Three hundred one collegiate student-athletes. INTERVENTIONS Demographic questionnaire and the Rosenbaum Concussion Knowledge and Attitudes Survey (RoCKAS). MAIN OUTCOME MEASURES t test was used to determine whether a difference in Concussion Knowledge Index (CKI) scores exists between US born and internationally born student-athletes. A one-way analysis of variance was used to determine significance for length of time in the United States. RESULTS A statistically significant difference was found for CKI scores between US born (19.22 ± 2.38) and internationally born student-athletes (18.01 ± 2.57) (t = 3.895, P = 0.000). Analysis of variance demonstrated statistically significant difference for CKI scores (F2,300 = 13.883, P = 0.001). Post hoc analysis found significant differences in CKI scores between US born (19.22 ± 2.38) and internationally born student-athletes in the United States less than 2 years (17.31 ± 2.52) (P = 0.000), and between internationally born student-athletes in the United States 2 or more years (19.15 ± 2.25) and internationally born student-athletes in the United States less than 2 years (17.31 ± 2.52) (P = 0.002). CONCLUSION Among this sample, being born in the United States and length of time in the United States contribute to student-athletes' concussion knowledge. CLINICAL RELEVANCE Standardized guidelines are needed to assist health care professionals in properly educating student-athletes about concussions as the recognition and management of concussions can be affected by a student-athlete's knowledge.
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Affiliation(s)
- Tricia Hoersten
- Wright State University Boonshoft School of Medicine, Dayton, Ohio
| | | | | | - William Gear
- University of Wisconsin-Green Bay, Green Bay, Wisconsin; and
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Using a Likelihood Heuristic to Summarize Conflicting Literature on Predictors of Clinical Outcome Following Sport-Related Concussion. Clin J Sport Med 2021; 31:e476-e483. [PMID: 32941376 DOI: 10.1097/jsm.0000000000000825] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 12/29/2019] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To introduce a new methodology for summarizing the results from systematic reviews-a likelihood heuristic-to the field of sport-related concussion. DATA SOURCES We applied the likelihood heuristic to the results of a systematic review published by Iverson et al (2017), containing 101 studies, on the predictors of worse clinical outcome following sport-related concussion. STUDY SELECTION We re-examined 5 individual prognostic factors that are of clinical interest and for which there is conflicting literature (female sex = 44 studies, prior concussion history = 41 studies, loss of consciousness = 31 studies, post-traumatic amnesia = 25 studies, and retrograde amnesia = 10 studies). DATA EXTRACTION For each prognostic factor, likelihood ratios were generated using the (1) number of significant and nonsignificant studies, (2) study power, (3) alpha level, and (4) prior probability that the alternative hypothesis was true. DATA SYNTHESIS Assuming each study had 80% power and an alpha level of 5%, observing the reported number of conflicting studies for female sex, prior concussion history, and retrograde amnesia is substantially more likely if each prognostic factor is associated with worse clinical outcome following sport-related concussion. For loss of consciousness, the observed number of conflicting studies is more likely if loss of consciousness is not associated with worse clinical outcome following sport-related concussion. A secondary analysis incorporating potentially more realistic study parameters of statistical power (45%) and alpha level (25%) generates weaker likelihood evidence that the observed numbers of studies for each prognostic factor are associated with worse clinical outcome following sport-related concussion than they are not. CONCLUSIONS Using a likelihood heuristic with 80% power and 5% alpha level, there is very strong likelihood evidence that female sex, prior concussion history, and retrograde amnesia are associated with worse clinical outcome following sport-related concussion. The strength of likelihood evidence that prognostic factors are associated with worse clinical outcome reduces when statistical power is lower and alpha level is inflated.
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Zinni M, Pansiot J, Léger PL, El Kamouh M, Baud O. Sildenafil-Mediated Neuroprotection from Adult to Neonatal Brain Injury: Evidence, Mechanisms, and Future Translation. Cells 2021; 10:cells10102766. [PMID: 34685745 PMCID: PMC8534574 DOI: 10.3390/cells10102766] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 09/28/2021] [Accepted: 10/07/2021] [Indexed: 12/12/2022] Open
Abstract
Cerebral stroke, traumatic brain injury, and hypoxic ischemic encephalopathy are among the most frequently occurring brain injuries. A complex pathogenesis, characterized by a synergistic interaction between alterations of the cerebrovascular system, cell death, and inflammation, is at the basis of the brain damage that leads to behavioral and neurodevelopmental disabilities in affected subjects. Sildenafil is a selective inhibitor of the enzyme phosphodiesterase 5 (PDE5) that is able to cross the blood-brain barrier. Preclinical data suggest that sildenafil may be a good candidate for the prevention or repair of brain injury in both adults and neonates. The aim of this review is to summarize the evidence supporting the neuroprotective action of sildenafil and discuss the possible benefits of the association of sildenafil with current therapeutic strategies.
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Affiliation(s)
- Manuela Zinni
- Inserm UMR1141 NeuroDiderot, Université de Paris, 75019 Paris, France; (M.Z.); (J.P.); (M.E.K.)
| | - Julien Pansiot
- Inserm UMR1141 NeuroDiderot, Université de Paris, 75019 Paris, France; (M.Z.); (J.P.); (M.E.K.)
| | - Pierre-Louis Léger
- Pediatric and Neonatal Intensive Care Unit, Armand-Trousseau University Hospital, Assistance Publique-Hôpitaux de Paris, Sorbonne University, 75019 Paris, France;
| | - Marina El Kamouh
- Inserm UMR1141 NeuroDiderot, Université de Paris, 75019 Paris, France; (M.Z.); (J.P.); (M.E.K.)
- Laboratoire de Physiologie et Génomique des Poissons-INRAE, 35700 Rennes, France
| | - Olivier Baud
- Laboratory of Child Growth and Development, University of Geneva, 1211 Geneva, Switzerland
- Division of Neonatology and Pediatric Intensive Care, Children’s University Hospital of Geneva, 1211 Geneva, Switzerland
- Correspondence: ; Tel.: +41-795-534-204
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The Natural History of Sport-Related Concussion in Collegiate Athletes: Findings from the NCAA-DoD CARE Consortium. Sports Med 2021; 52:403-415. [PMID: 34427877 DOI: 10.1007/s40279-021-01541-7] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/08/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Sport-related concussion is recognized as a significant injury with variable recovery rates. OBJECTIVE This study defined the acute natural history of sport concussion in male and female collegiate athletes participating in a broad array of sports. METHODS We conducted a prospective, longitudinal investigation among collegiate student athletes (n = 34,709) from 30 academic institutions. Primary outcomes included the time (days) from injury until initiation of a return to participation (RTP) protocol and time from injury until medical clearance for unrestricted RTP. RESULTS Concussed athletes (n = 1751, 19.2 years, 63.2% male) participating in 22 different sports began the RTP protocol in a median 6.4 (IQR 3.7-11.8) days. Time to initiate the RTP protocol was lengthened by less frequent post-injury assessments, greater initial post-injury symptom severity, limited contact sports participation, practice/training injuries, and three or more prior concussions. The median total RTP duration was 12.8 (IQR 8.7-20.1) days. Total RTP duration was shorter with ADHD medication usage, males, and greater assessment frequency; while greater initial post-injury symptom severity, practice-/training-related injuries, and three or more prior concussions had longer recoveries. CONCLUSION Although median recovery times are consistent with previous guidelines, it was not until 1 month post-injury that a preponderance of collegiate athletes were cleared to begin the RTP protocol (92%) or cleared for unrestricted sport participation (85%). Intrinsic and extrinsic factors had a small effect, altering recovery trajectories by up to 2 days, suggesting a largely unified approach to post-injury monitoring and management across all athletes. These data represent a shift from previous classification parameters of normal clinical recovery.
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Merezhinskaya N, Mallia RK, Park D, Millian-Morell L, Barker FM. Photophobia Associated with Traumatic Brain Injury: A Systematic Review and Meta-analysis. Optom Vis Sci 2021; 98:891-900. [PMID: 34354013 DOI: 10.1097/opx.0000000000001757] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
SIGNIFICANCE This study reports the prevalence and relative risk of photophobia in patients with traumatic brain injury (TBI). OBJECTIVES This study aimed to conduct a systematic review and meta-analysis to determine the prevalence and relative risk of photophobia in patients with TBI. DATA SOURCES Three databases were used for literature search: PubMed, EMBASE, and Cochrane Library. STUDY APPRAISAL AND SYNTHESIS METHODS Publications reporting the prevalence of photophobia after TBI in patients of any age were included. A series of meta-regression analyses based on a generalized linear mixed model was performed to identify potential sources of heterogeneity in the prevalence estimates. RESULTS Seventy-five eligible publications were identified. The prevalence of photophobia was 30.46% (95% confidence interval [CI], 20.05 to 40.88%) at 1 week after the injury. Prevalence decreased to 19.34% (95% CI, 10.40 to 28.27%) between 1 week and 1 month after TBI and to 13.51% (95% CI, 5.77 to 21.24%) between 1 and 3 months after the injury. The rapid decrease in the prevalence of photophobia in the first 3 months after a TBI injury was significant (P < .001). Three months post-TBI, the prevalence of photophobia leveled off to a near plateau with nonsignificant variability, increasing between 3 and 6 months (17.68%; 95% CI, 9.05 to 26.32%) and decreasing between 6 and 12 months since TBI (14.85%; 95% CI, 6.80 to 22.90%). Subgroup analysis of 14 publications that contained control data showed that the estimated risk ratio for photophobia was significantly higher in the TBI than in the control group during the entire 12 months after TBI. CONCLUSIONS AND IMPLICATIONS OF KEY FINDINGS This study demonstrates that photophobia is a frequent complaint after TBI, which largely resolves for many individuals within 3 months after the injury. For some patients, however, photophobia can last up to 12 months and possibly longer. Developing an objective quantitative methodology for measuring photophobia, validating a dedicated photophobia questionnaire, and having a specific photophobia International Classification of Diseases, Tenth Revision code would greatly improve data gathering and analysis.
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Affiliation(s)
- Natalya Merezhinskaya
- Department of Defense/Veterans Affairs Vision Center of Excellence, Bethesda, Maryland
| | - Rita K Mallia
- Department of Defense/Veterans Affairs Vision Center of Excellence, Bethesda, Maryland
| | - DoHwan Park
- University of Maryland, Baltimore County, Maryland
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Fure SCR, Howe EI, Spjelkavik Ø, Røe C, Rike PO, Olsen A, Ponsford J, Andelic N, Løvstad M. Post-concussion symptoms three months after mild-to-moderate TBI: characteristics of sick-listed patients referred to specialized treatment and consequences of intracranial injury. Brain Inj 2021; 35:1054-1064. [PMID: 34314269 DOI: 10.1080/02699052.2021.1953593] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Objective: To present pre-injury, injury-related, work-related and post-injury characteristics, and to compare patients with and without traumatic intracranial abnormalities, in a treatment-seeking sample with persistent post-concussion symptoms (PPCS) after mild-to-moderate TBI.Methods: Cross-sectional design in the context of a specialized TBI outpatient clinic. Eligible patients were aged 18-60 years, employed ≥ 50% at time of injury, and sick listed ≥ 50% at inclusion due to PPCS. Data were collected 8-12 weeks after injury through review of medical records, semi-structured interviews, questionnaires, and neuropsychological screening.Results: The study included 116 patients, of whom 60% were women, and predominantly white-collar workers in full-time positions. Ninety-four percent had a mild TBI, and 23% had intracranial abnormalities. The full sample reported high somatic, emotional, and cognitive symptom burden, and decreased health-related quality of life. Patients with normal CT/MRI results reported higher overall symptom burden, while patients with intracranial abnormalities had worse memory function.Conclusion: Injury severity and traumatic intracranial radiological findings should not be the sole ground for planning of rehabilitation service provision in patients with PPCS, as subjective complaints do not necessarily co-vary with these variables.
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Affiliation(s)
- Silje Christine Reistad Fure
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway.,Research Center for Habilitation and Rehabilitation Models and Services (CHARM), Institute of Health and Society, University of Oslo, Oslo, Norway
| | - Emilie Isager Howe
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, Faculty of Medicine, Oslo University Hospital, Oslo, Norway
| | | | - Cecilie Røe
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, Faculty of Medicine, Oslo University Hospital, Oslo, Norway
| | - Per-Ola Rike
- Department of Research, Sunnaas Rehabilitation Hospital Trust, Nesoddtangen, Norway
| | - Alexander Olsen
- Department of Psychology, Norwegian University of Technology and Science, Trondheim, Norway.,Department of Physical Medicine and Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Jennie Ponsford
- Monash Epworth Rehabilitation Research Centre, Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
| | - Nada Andelic
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway.,Research Center for Habilitation and Rehabilitation Models and Services (CHARM), Institute of Health and Society, University of Oslo, Oslo, Norway
| | - Marianne Løvstad
- Department of Research, Sunnaas Rehabilitation Hospital Trust, Nesoddtangen, Norway.,Department of Psychology, University of Oslo, Oslo, Norway
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Moser RS, Schatz P, Mayer B, Friedman S, Perkins M, Zebrowski C, Islam S, Lemke H, James M, Vidal P. Does time since injury and duration matter in the benefits of physical therapy treatment for concussion? JOURNAL OF CONCUSSION 2021. [DOI: 10.1177/20597002211020896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Objective To determine if there are differences in post-concussion symptom levels depending on 1) when physical therapy treatment is begun after the concussion and 2) the length of treatment. Method Retrospective chart review yielded 202 patients who sustained concussions and were referred for physical therapy. Participants/patients were assigned to independent groups based on time elapsed between concussion and physical therapy (0–14, 15–30, 31–60, 61–120, 121–365 days), and on months spent in treatment (1–4). Pre- and post- treatment scores were documented for the following measures: Sport Concussion Assessment Tool (SCAT), Convergence Insufficiency Symptom Survey (CISS), Dizziness Handicap Inventory (DHI), and Modified Clinical Test of Sensory Interaction on Balance (mCTSIB) using ANOVAs, with a Bonferroni-corrected p-value of p < .005. Results All patients demonstrated improvements with treatment, with no significant differences in outcomes for time elapsed since injury (SCAT Symptom Score ( p = .80), SCAT Symptom Severity Score ( p = .97), CISS ( p = .61), DHI ( p = .65), mCTSIB ( p = .13)); or for months in treatment (SCAT Symptom Score ( p = .23), SCAT Symptom Severity Score ( p = .04), CISS ( p = .41), DHI ( p = .37), mCTSIB ( p = .50)). Conclusions Improvements were similar for all patients receiving post-concussive physical therapy, regardless of time between injury and treatment onset, and regardless of time spent in treatment. These results may have implications for clinical decision-making and for third party payors’ coverage of post-concussion treatment. Longer periods of treatment may not necessarily be of greater benefit and application of treatment if delayed may also be beneficial. Limitations to the study, such as its retrospective nature, lack of randomization, and convenience sample size are discussed.
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Affiliation(s)
| | - Philip Schatz
- Department of Psychology, Saint Joseph’s University, Philadelphia, PA, USA
| | - Bridget Mayer
- Sports Concussion Center of New Jersey, Princeton, NJ, USA
| | - Sarah Friedman
- Sports Concussion Center of New Jersey, Princeton, NJ, USA
| | | | | | - Siffat Islam
- Sports Concussion Center of New Jersey, Princeton, NJ, USA
| | - Hannah Lemke
- Sports Concussion Center of New Jersey, Princeton, NJ, USA
| | | | - Paul Vidal
- Specialized Physical Therapy, Princeton, NJ, USA
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Mack CD, Solomon G, Covassin T, Theodore N, Cárdenas J, Sills A. Epidemiology of Concussion in the National Football League, 2015-2019. Sports Health 2021; 13:423-430. [PMID: 33872087 DOI: 10.1177/19417381211011446] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Concussion in American football, and specifically the National Football League (NFL) is a major area of interest and key focus for injury prevention. Complete and accurate characterization of when, how, and to whom these injuries occur can facilitate injury reduction efforts. Existing studies of concussion in the NFL use publicly available data, potentially limiting data quality and the inferences that can be made. HYPOTHESIS Concussion incidence in the NFL decreased across the 2015-2019 seasons. STUDY DESIGN Descriptive epidemiology study. LEVEL OF EVIDENCE Level 4. METHODS Concussion incidence, including counts, one-season risk, and rates per game and player-plays, among active NFL players from 2015 to 2019 is described by year, season, play type, and roster position. RESULTS A total 1302 concussions were identified from 2015 to 2019 among 1004 players. Of these, 80% occurred in NFL games. The average annual incidence of in-season game concussions changed over the study period, from 230.7 per season (2015-2017) to 177.0 per season (2018-2019); this represented a 23% decrease in game settings (P < 0.01). Practice concussions fluctuated across the years of the study from 38 to 67 per season (average = 50.8/season). There were 70.6 concussions per 100 preseason games, which was slightly higher than the regular season rate per game of 61.7. Overall, there were 790 regular season game concussions across 4,657,243 player-plays and 114,428 player-games during the 5-year study. In regular season games, the majority of concussions were sustained on running and passing plays (n = 119/season), and the highest average rate per play occurred on kickoffs (0.69/100 plays). Defensive secondary (cornerbacks, safeties, and generic defensive backs) and offensive line incurred the most concussions, and the highest rates of concussion were among tight ends and wide receivers. CONCLUSION AND RELEVANCE Concussions in the NFL are a key focus for player safety. Concussion reduction strategies were implemented before 2018, after which there was a sustained 2-year decrease in concussion incidence, providing a new benchmark from which to work toward further injury reduction.
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Affiliation(s)
| | - Gary Solomon
- Department of Neurological Surgery and Vanderbilt Sports Concussion Center, Vanderbilt University School of Medicine, Nashville, Tennessee.,National Football League Player Health and Safety Department, New York, New York
| | - Tracey Covassin
- Department of Kinesiology, Michigan State University, East Lansing, Michigan
| | - Nicholas Theodore
- Department of Neurological Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Javier Cárdenas
- Department of Neurology, Barrow Neurological Institute, Phoenix, Arizona
| | - Allen Sills
- Department of Neurological Surgery and Vanderbilt Sports Concussion Center, Vanderbilt University School of Medicine, Nashville, Tennessee.,National Football League Player Health and Safety Department, New York, New York
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Data-Driven Risk Classification of Concussion Rates: A Systematic Review and Meta-Analysis. Sports Med 2021; 51:1227-1244. [PMID: 33721284 DOI: 10.1007/s40279-021-01428-7] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/27/2021] [Indexed: 01/10/2023]
Abstract
BACKGROUND Concussion is a growing public health concern and generating concussion prevention programs depends on identifying high-risk sports and characteristics. Identifying the roles of sport, sex, and participation level (e.g., high school versus collegiate athletics) in concussion risk would facilitate more informed decision-making regarding sports participation and generate better targeted prevention strategies. OBJECTIVES The current study's objectives were to: (1) determine the magnitude and hierarchy of sports-related concussion (SRC) risk across an array of events and (2) evaluate the modifying roles of sex, participation level, and session type on SRC rates. METHODS A literature search was conducted on PubMed, searching concussion studies published between 2001 and December 2019. Inclusion criteria for studies required: (1) concussion occurred during sport, (2) that the SRC was clinically diagnosed, and (3) athlete exposures and concussions could be extracted or estimated. A study was excluded if it: (1) was not an original research article, (2) was not written in English language, (3) was an animal study, (4) did not have enough data to calculate SRC rates, (5) included professional or youth sample, and/or (6) contained data collected prior to 2001. The meta-analysis and meta-regression analyses were fit using a random effects model. RESULTS Search results returned 2695 unique research articles, with 83 studies included in analyses. Sport, sex, participation level, and session type all significantly influenced SRC rates. Overall, rugby had the highest concussion rate and was classified as the highest risk sport (28.25 concussions per 10,000 athlete exposures). Overall, females had a higher concussion rate than males. Only lacrosse demonstrated a higher concussion rate for males compared to females. Collegiate athletes had higher concussion rates than high school athletes. Games were associated with 2.01 more concussions per 10,000 AEs than practices. CONCLUSIONS This meta-analysis demonstrated rugby has the highest concussion risk, followed by American Football, ice hockey, and wrestling. Concussion risk was influenced by sport, sex, participation, and session. Identifying the factors and environments that influence concussion risk can facilitate risk reduction and prevention strategies.
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Longitudinal Vestibular and Oculomotor Impairments Among Amateur Athletes 1 Year Following Sport-Related Concussion: A Prospective Follow-Up. J Head Trauma Rehabil 2021; 37:E55-E64. [PMID: 33741825 DOI: 10.1097/htr.0000000000000667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To investigate (i) the presence of vestibular and oculomotor impairments and (ii) the self-perceived effects of concussion-associated dizziness on health-related quality of life among amateur athletes 6 months and 1 year following sport-related concussion compared with nonconcussed, control athletes. DESIGN Prospective, matched-cohort study. SETTING Clinical assessment laboratory. PARTICIPANTS Amateur athletes who were diagnosed with sport-related concussion within 1 week of injury, and sex-, age-, and activity-matched nonconcussed, control athletes. MAIN MEASURES Participants were evaluated 6 months and 1 year following sport-related concussion and enrollment in the longitudinal study using the Vestibular and Oculo-Motor Screening and the Dizziness Handicap Inventory. We performed multivariate analyses of variance and chi-square analyses to compare concussion and control group scores at each study assessment. RESULTS Forty-seven participants with concussion and 47 control participants completed the study. The concussion group reported similar mean symptom provocation scores on the Vestibular and Oculo-Motor Screening and exhibited a similar near-point convergence distance compared with the control group at the 6-month and 1-year study assessments. The concussion and control groups had similar perceptions of the effects of dizziness on their health-related quality of life at both study assessments. CONCLUSION Meaningful differences in vestibular and oculomotor symptom provocation and self-perceived effects of dizziness on everyday life were not observed between concussed and nonconcussed, control athletes 6 months and 1 year following sport-related concussion.
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