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Peng J, Chen J, Yin C, Zhang P, Yang J. Comparison of Machine Learning Models in Predicting Mental Health Sequelae Following Concussion in Youth. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.01.02.24319733. [PMID: 39802784 PMCID: PMC11722470 DOI: 10.1101/2025.01.02.24319733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Abstract
Youth who experience concussions may be at greater risk for subsequent mental health challenges, making early detection crucial for timely intervention. This study utilized Bidirectional Long Short-Term Memory (BiLSTM) networks to predict mental health outcomes following concussion in youth and compared its performance to traditional models. We also examined whether incorporating social determinants of health (SDoH) improved predictive power, given the disproportionate impact of concussions and mental health issues on disadvantaged populations. We evaluated the models using accuracy, area under the curve (AUC) of the receiver operating characteristic (ROC), and other performance metrics. Our BiLSTM model with SDoH data achieved the highest accuracy (0.883) and AUC-ROC score (0.892). Unlike traditional models, our approach provided real-time predictions at each visit within 12 months of the index concussion, aiding clinicians in making timely, visit-specific referrals for further treatment and interventions.
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Affiliation(s)
- Jin Peng
- Information Technology Research and Innovation, The Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Jiayuan Chen
- Computer Science and Engineering, The Ohio State University, Columbus, Ohio, USA
- Department of Biomedical Informatics, The Ohio State University, Columbus, Ohio, USA
| | - Changchang Yin
- Computer Science and Engineering, The Ohio State University, Columbus, Ohio, USA
- Department of Biomedical Informatics, The Ohio State University, Columbus, Ohio, USA
| | - Ping Zhang
- Computer Science and Engineering, The Ohio State University, Columbus, Ohio, USA
- Department of Biomedical Informatics, The Ohio State University, Columbus, Ohio, USA
| | - Jingzhen Yang
- Center for Injury Research and Policy, The Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio, USA
- Department of Pediatrics, The Ohio State University, Columbus, Ohio, USA
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Wiegand JG, Moazzam Z, Braga BP, Messiah SE, Qureshi FG. Modeling healthcare demands and long-term costs following pediatric traumatic brain injury. Front Neurol 2024; 15:1385100. [PMID: 39677864 PMCID: PMC11638116 DOI: 10.3389/fneur.2024.1385100] [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] [Received: 02/13/2024] [Accepted: 11/11/2024] [Indexed: 12/17/2024] Open
Abstract
Introduction Traumatic brain injury (TBI) is a leading cause of death and disability in children, but data on the longitudinal healthcare and financial needs of pediatric patients is limited in scope and duration. We sought to describe and predict these metrics following acute inpatient treatment for TBI. Methods Children surviving their initial inpatient treatment for TBI were identified from Optum's deidentified Clinformatics® Data Mart Database (2007-2018). Treatment cost, healthcare utilization, and future inpatient readmission were stratified by follow-up intervals, type of claim, and injury severity. Both TBI-related and non-TBI related future cost and healthcare utilization were explored using linear mixed models. Acute inpatient healthcare utilization metrics were analyzed and used to predict future treatment cost and healthcare demands using linear regression models. Results Among 7,400 patients, the majority suffered a mild TBI (50.2%). For patients with at least one-year follow-up (67.7%), patients accrued an average of 28.7 claims and $27,199 in costs, with 693 (13.8%) readmitted for TBI or non-TBI related causes. Severe TBI patients had a greater likelihood of readmission. Initial hospitalization length of stay and discharge disposition other than home were significant positive predictors of healthcare and financial utilization at one-and five-years follow-up. Linear mixed models demonstrated that pediatric TBI patients would accrue 21.1 claims and $25,203 in cost in the first year, and 9.4 claims and $4,147 in costs every additional year, with no significant differences based on initial injury severity. Discussion Pediatric TBI patients require long-term healthcare and financial resources regardless of injury severity. Our cumulative findings provide essential information to clinicians, caretakers, researchers, advocates, and policymakers to better shape standards, expectations, and management of care following TBI.
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Affiliation(s)
- Jared G. Wiegand
- School of Public Health, University of Texas Health Science Center, Dallas, TX, United States
| | - Zorays Moazzam
- Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, United States
| | - Bruno P. Braga
- Children’s Health System of Texas, Dallas, TX, United States
- Division of Pediatric Neurosurgery, Department of Neurosurgery, UT Southwestern Medical Center, Dallas, TX, United States
| | - Sarah E. Messiah
- School of Public Health, University of Texas Health Science Center, Dallas, TX, United States
- Center for Pediatric Population Health, UTHealth School of Public Health, Dallas, TX, United States
- Department of Pediatrics, McGovern Medical School, Houston, TX, United States
| | - Faisal G. Qureshi
- Children’s Health System of Texas, Dallas, TX, United States
- Division of Pediatric Surgery, Department of Surgery, UT Southwestern Medical Center, Dallas, TX, United States
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Chequer de Souza J, Dobson GP, Lee CJ, Letson HL. Epidemiology and outcomes of brain trauma in rural and urban populations: a systematic review and meta-analysis. Brain Inj 2024; 38:953-976. [PMID: 38836355 DOI: 10.1080/02699052.2024.2361641] [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: 07/31/2023] [Revised: 05/10/2024] [Accepted: 05/27/2024] [Indexed: 06/06/2024]
Abstract
OBJECTIVE To identify and describe differences in demographics, injury characteristics, and outcomes between rural and urban patients suffering brain injury. DATA SOURCES CINAHL, Emcare, MEDLINE, and Scopus. REVIEW METHODS A systematic review and meta-analysis of studies comparing epidemiology and outcomes of rural and urban brain trauma was conducted in accordance with PRISMA and MOOSE guidelines. RESULTS 36 studies with ~ 2.5-million patients were included. Incidence of brain injury was higher in males, regardless of location. Rates of transport-related brain injuries, particularly involving motorized vehicles other than cars, were significantly higher in rural populations (OR:3.63, 95% CI[1.58,8.35], p = 0.002), whereas urban residents had more fall-induced brain trauma (OR:0.73, 95% CI[0.66,0.81], p < 0.00001). Rural patients were 28% more likely to suffer severe injury, indicated by Glasgow Coma Scale (GCS)≤8 (OR:1.28, 95% CI[1.04,1.58], p = 0.02). There was no difference in mortality (OR:1.09, 95% CI[0.73,1.61], p = 0.067), however, urban patients were twice as likely to be discharged with a good outcome (OR:0.52, 95% CI[0.41,0.67], p < 0.00001). CONCLUSIONS Rurality is associated with greater severity and poorer outcomes of traumatic brain injury. Transport accidents disproportionally affect those traveling on rural roads. Future research recommendations include addition of prehospital data, adequate follow-up, standardized measures, and sub-group analyses of high-risk groups, e.g. Indigenous populations.
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Affiliation(s)
- Julia Chequer de Souza
- College of Medicine & Dentistry, James Cook University, 1 James Cook Drive, Townsville, Queensland, Australia
| | - Geoffrey P Dobson
- College of Medicine & Dentistry, James Cook University, 1 James Cook Drive, Townsville, Queensland, Australia
| | - Celine J Lee
- College of Medicine & Dentistry, James Cook University, 1 James Cook Drive, Townsville, Queensland, Australia
| | - Hayley L Letson
- College of Medicine & Dentistry, James Cook University, 1 James Cook Drive, Townsville, Queensland, Australia
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Meyer EJ, Correa ET, Monuteaux MC, Mannix R, Hatoun J, Vernacchio L, Lyons TW. Patterns and Predictors of Health Care Utilization After Pediatric Concussion: A Retrospective Cohort Study. Acad Pediatr 2024; 24:51-58. [PMID: 37148968 DOI: 10.1016/j.acap.2023.04.010] [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: 10/20/2022] [Revised: 04/20/2023] [Accepted: 04/24/2023] [Indexed: 05/08/2023]
Abstract
OBJECTIVE To characterize types, duration, and intensity of health care utilization following pediatric concussion and to identify risk factors for increased post-concussion utilization. METHODS A retrospective cohort study of children 5 to 17 years old diagnosed with acute concussion at a quaternary center pediatric emergency department or network of associated primary care clinics. Index concussion visits were identified using International Classification of Diseases, Tenth Revision, Clinical Modification codes. We analyzed patterns of health care visits 6 months before and after the index visit using interrupted time-series analyses. The primary outcome was prolonged concussion-related utilization, defined as having ≥1 follow-up visits with a concussion diagnosis more than 28 days after the index visit. We used logistic regressions to identify predictors of prolonged concussion-related utilization. RESULTS Eight hundred nineteen index visits (median [interquartile range] age, 14 [11-16] years; 395 [48.2%] female) were included. There was a spike in utilization during the first 28 days after the index visit compared to the pre-injury period. Premorbid headache/migraine disorder (adjusted odds ratio (aOR) 2.05, 95% confidence interval [CI] 1.09-3.89) and top quartile pre-injury utilization (aOR 1.90, 95% CI 1.02-3.52) predicted prolonged concussion-related utilization. Premorbid depression/anxiety (aOR 1.55, 95% CI 1.31-1.83) and top quartile pre-injury utilization (aOR 2.29, 95% CI 1.95-2.69) predicted increased utilization intensity. CONCLUSIONS Health care utilization is increased during the first 28 days after pediatric concussion. Children with premorbid headache/migraine disorders, premorbid depression/anxiety, and high baseline utilization are more likely to have increased post-injury health care utilization. This study will inform patient-centered treatment but may be limited by incomplete capture of post-injury utilization and generalizability.
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Affiliation(s)
- Erin J Meyer
- Division of Emergency Medicine (EJ Meyer, MC Monuteaux, R Mannix, and TW Lyons), Boston Children's Hospital and Harvard Medical School, Mass.
| | - Emily Trudell Correa
- Pediatric Physicians' Organization at Children's (ET Correa, J Hatoun, and L Vernacchio), Wellesley, Mass
| | - Michael C Monuteaux
- Division of Emergency Medicine (EJ Meyer, MC Monuteaux, R Mannix, and TW Lyons), Boston Children's Hospital and Harvard Medical School, Mass
| | - Rebekah Mannix
- Division of Emergency Medicine (EJ Meyer, MC Monuteaux, R Mannix, and TW Lyons), Boston Children's Hospital and Harvard Medical School, Mass
| | - Jonathan Hatoun
- Pediatric Physicians' Organization at Children's (ET Correa, J Hatoun, and L Vernacchio), Wellesley, Mass; Department of Pediatrics (J Hatoun and L Vernacchio), Boston Children's Hospital and Harvard Medical School, Mass
| | - Louis Vernacchio
- Pediatric Physicians' Organization at Children's (ET Correa, J Hatoun, and L Vernacchio), Wellesley, Mass; Department of Pediatrics (J Hatoun and L Vernacchio), Boston Children's Hospital and Harvard Medical School, Mass
| | - Todd W Lyons
- Division of Emergency Medicine (EJ Meyer, MC Monuteaux, R Mannix, and TW Lyons), Boston Children's Hospital and Harvard Medical School, Mass
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Breeding T, Ngatuvai M, Rosander A, Maka P, Davis J, Knowlton LM, Hoops H, Elkbuli A. Trends in disparities research on trauma and acute care surgery outcomes: A 10-year systematic review of articles published in The Journal of Trauma and Acute Care Surgery. J Trauma Acute Care Surg 2023; 95:806-815. [PMID: 37405809 DOI: 10.1097/ta.0000000000004067] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/06/2023]
Abstract
ABSTRACT This is a 10-year review of The Journal of Trauma and Acute Care Surgery (JTACS) literature related to health care disparities, health care inequities, and patient outcomes. A retrospective review of articles published in JTACS between January 1, 2013, and July 15, 2022, was performed. Articles screened included both adult and pediatric trauma populations. Included articles focused on patient populations related to trauma, surgical critical care, and emergency general surgery. Of the 4,178 articles reviewed, 74 met the inclusion criteria. Health care disparities related to gender (n = 10), race/ethnicity (n = 12), age (n = 14), income status (n = 6), health literacy (n = 6), location and access to care (n = 23), and insurance status (n = 13) were described. Studies published on disparities peaked in 2016 and 2022 with 13 and 15 studies respectively but dropped to one study in 2017. Studies demonstrated a significant increase in mortality for patients in rural geographical regions and in patients without health insurance and a decrease in patients who were treated at a trauma center. Gender disparities resulted in variable mortality rates and studied factors, including traumatic brain injury mortality and severity, venous thromboembolism, ventilator-associated pneumonia, firearm homicide, and intimate partner violence. Under-represented race/ethnicity was associated with variable mortality rates, with one study demonstrating increased mortality risk and three finding no association between race/ethnicity and mortality. Disparities in health literacy resulted in decreased discharge compliance and worse long-term functional outcomes. Studies on disparities in JTACS over the last decade primarily focused on location and access to health care, age, insurance status, and race, with a specific emphasis on mortality. This review highlights the areas in need of further research and funding in the Journal of Trauma and Acute Care Surgery regarding health care disparities in trauma aimed at interventions to reduce disparities in patient care, ensure equitable care, and inform future approaches targeting health care disparities. LEVEL OF EVIDENCE Systematic Review; Level IV.
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Affiliation(s)
- Tessa Breeding
- From the Kiran Patel College of Allopathic Medicine (T.B., M.N.), NOVA Southeastern University, Fort Lauderdale, Florida; Arizona College of Osteopathic Medicine, Midwestern University (A.R.), Glendale, Arizona; John A. Burns School of Medicine (P.M.), Honolulu, Hawaii; Division of Trauma, Critical Care, and Acute Care Surgery, Department of Surgery (J.D.), The Ohio State University Wexner Medical Center, Columbus, Ohio; Division of Trauma and Surgical Critical Care, Department of Surgery (L.M.K.), Stanford University Medical Center, Palo Alto, California; Division of Trauma, Critical Care, and Acute Care Surgery, Department of Surgery (H.H.), Oregon Health & Sciences University, Portland, Oregon; Division of Trauma and Surgical Critical Care, Department of Surgery (A.E.), and Department of Surgical Education (A.E.), Orlando Regional Medical Center, Orlando, Florida
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Yue JK, Krishnan N, Andrews JP, Semonche AM, Deng H, Aabedi AA, Wang AS, Caldwell DJ, Park C, Hirschhorn M, Ghoussaini KT, Oh T, Sun PP. Update on Pediatric Mild Traumatic Brain Injury in Rural and Underserved Regions: A Global Perspective. J Clin Med 2023; 12:jcm12093309. [PMID: 37176749 PMCID: PMC10179657 DOI: 10.3390/jcm12093309] [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] [Received: 01/08/2023] [Revised: 04/29/2023] [Accepted: 05/05/2023] [Indexed: 05/15/2023] Open
Abstract
BACKGROUND Mild traumatic brain injury (MTBI) causes morbidity and disability worldwide. Pediatric patients are uniquely vulnerable due to developmental and psychosocial factors. Reduced healthcare access in rural/underserved communities impair management and outcome. A knowledge update relevant to current gaps in care is critically needed to develop targeted solutions. METHODS The National Library of Medicine PubMed database was queried using comprehensive search terms (("mild traumatic brain injury" or "concussion") and ("rural" or "low-income" or "underserved") and ("pediatric" or "child/children")) in the title, abstract, and Medical Subject Headings through December 2022. Fifteen articles on rural/underserved pediatric MTBI/concussion not covered in prior reviews were examined and organized into four topical categories: epidemiology, care practices, socioeconomic factors, and telehealth. RESULTS Incidences are higher for Individuals in rural regions, minorities, and those aged 0-4 years compared to their counterparts, and are increasing over time. Rural healthcare utilization rates generally exceed urban rates, and favor emergency departments (vs. primary care) for initial injury assessment. Management guidelines require customization to resource-constrained settings for implementation and adoption. Decreased community recognition of the seriousness of injury is a consensus challenge to care provision by clinicians. Low parental education and income were correlated with decreased MTBI knowledge and worse outcome. Telehealth protocols for triage/consultation and rehabilitation were feasible in improving care delivery to rural and remote settings. CONCLUSIONS Pediatric MTBI/concussion patients in rural/underserved regions experience increased risks of injury, geographic and financial healthcare barriers, and poorer outcomes. Globally, under-reporting of injury has hindered epidemiological understanding. Ongoing MTBI education should be implemented for rural caregivers, schools, and low-income populations to improve community awareness. Telehealth can improve care delivery across acuity settings, and warrants judicious inclusion in triage and treatment protocols.
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Affiliation(s)
- John K Yue
- Department of Neurosurgery, Division of Pediatric Neurosurgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - Nishanth Krishnan
- Department of Neurosurgery, Division of Pediatric Neurosurgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - John P Andrews
- Department of Neurosurgery, Division of Pediatric Neurosurgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - Alexa M Semonche
- Department of Neurosurgery, Division of Pediatric Neurosurgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - Hansen Deng
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA
| | - Alexander A Aabedi
- Department of Neurosurgery, Division of Pediatric Neurosurgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - Albert S Wang
- Department of Neurosurgery, Division of Pediatric Neurosurgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - David J Caldwell
- Department of Neurosurgery, Division of Pediatric Neurosurgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - Christine Park
- Department of Neurosurgery, Duke University, Durham, NC 27708, USA
| | - Melessa Hirschhorn
- Department of Neurosurgery, Division of Pediatric Neurosurgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - Kristen T Ghoussaini
- Department of Neurosurgery, Division of Pediatric Neurosurgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - Taemin Oh
- Department of Neurosurgery, University of Utah, Salt Lake City, UT 84132, USA
| | - Peter P Sun
- Department of Neurosurgery, Division of Pediatric Neurosurgery, University of California San Francisco, San Francisco, CA 94143, USA
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Sharma B, Nowikow C, DeMatteo C, Noseworthy MD, Timmons BW. Sex-specific differences in resting-state functional brain activity in pediatric concussion. Sci Rep 2023; 13:3284. [PMID: 36841854 PMCID: PMC9968337 DOI: 10.1038/s41598-023-30195-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 02/17/2023] [Indexed: 02/27/2023] Open
Abstract
Pediatric concussion has a rising incidence and can lead to long-term symptoms in nearly 30% of children. Resting state functional magnetic resonance imaging (rs-fMRI) disturbances are a common pathological feature of pediatric concussion, though no studies have explicitly examined sex-differences with respect to this outcome, precluding a sex-specific understanding of the functional neuropathology of pediatric concussion. Therefore, we performed a secondary data analysis of rs-fMRI data collected on children with concussion (n = 29) recruited from in a pediatric hospital setting, with greater than 12:1 matched control data accessed from the open-source ABIDE-II database. Seed-based and region of interest (ROI) analyses were used to examine sex-based rs-fMRI differences; threshold-free cluster enhancement (TFCE) and a family-wise error (FWE) corrected p-values were used to identify significantly different clusters. In comparing females with concussion to healthy females, groupwise differences were observed irrespective of seed selected. Notably, we observed (in order of largest effect) hypo-connectivity between the anterior cingulate cortex of the salience network and the thalamus and precuneus (TFCE = 1473.5, p-FWE < 0.001) and the cingulate gyrus (TFCE = 769.3, p-FWE = 0.009), and the seed (posterior cingulate cortex (PCC)) of the default mode network and the paracingulate gyrus (TFCE = 1275.7, p-FWE < 0.001), occipital pole right (TFCE = 1045.0, p-FWE = 0.001), and sub-callosal cortex (TFCE = 844.9, p-FWE = 0.005). Hyper-connectivity was observed between the salience network seed and the cerebellum (TFCE = 1719.3, p-FWE < 0.001) and the PCC and the thalamus (TFCE = 1198.3, p-FWE < 0.001), cuneal cortex (1070.9, p-FWE = 0.001), and lateral occipital cortex left (TFCE = 832.8, p-FWE = 0.006). ROI analyses showed 10 and 5 significant clusters of hypo- and hyper-connectivity in females, respectively. Only one cluster of difference was found between males with concussion and healthy males on seed-based analyses, and 3 clusters on ROI analyses. There are alterations in rs-fMRI in females with concussion at one-month post-injury that are minimally present in males, which provides further evidence that recovery timelines in pediatric concussion may differ by sex.
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Affiliation(s)
- Bhanu Sharma
- grid.25073.330000 0004 1936 8227Child Health and Exercise Medicine Program, Department of Pediatrics, McMaster University, 1280 Main Street West, Hamilton, ON L8S4L8 Canada ,grid.416721.70000 0001 0742 7355Imaging Research Centre, St. Joseph’s Healthcare, Hamilton, ON Canada ,grid.25073.330000 0004 1936 8227Department of Electrical & Computer Engineering, McMaster University, Hamilton, Canada
| | - Cameron Nowikow
- grid.416721.70000 0001 0742 7355Imaging Research Centre, St. Joseph’s Healthcare, Hamilton, ON Canada ,grid.25073.330000 0004 1936 8227McMaster School of Biomedical Engineering, McMaster University, Hamilton, Canada
| | - Carol DeMatteo
- grid.25073.330000 0004 1936 8227School of Rehabilitation Science, McMaster University, Hamilton, Canada ,grid.25073.330000 0004 1936 8227CanChild Centre for Childhood Disability Research, McMaster University, Hamilton, Canada
| | - Michael D. Noseworthy
- grid.416721.70000 0001 0742 7355Imaging Research Centre, St. Joseph’s Healthcare, Hamilton, ON Canada ,grid.25073.330000 0004 1936 8227Department of Electrical & Computer Engineering, McMaster University, Hamilton, Canada ,grid.25073.330000 0004 1936 8227McMaster School of Biomedical Engineering, McMaster University, Hamilton, Canada ,grid.25073.330000 0004 1936 8227Department of Radiology, McMaster University, Hamilton, Canada
| | - Brian W. Timmons
- grid.25073.330000 0004 1936 8227Child Health and Exercise Medicine Program, Department of Pediatrics, McMaster University, 1280 Main Street West, Hamilton, ON L8S4L8 Canada ,grid.25073.330000 0004 1936 8227CanChild Centre for Childhood Disability Research, McMaster University, Hamilton, Canada
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Wittevrongel K, Barrett O, Couloigner I, Bertazzon S, Hagel B, Schneider KJ, Johnson D, Yeates KO, Zwicker JD. Longitudinal trends in incidence and health care use for pediatric concussion in Alberta, Canada. Pediatr Res 2022; 93:1752-1764. [PMID: 36085365 PMCID: PMC10172117 DOI: 10.1038/s41390-022-02214-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 06/24/2022] [Accepted: 07/08/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND We described longitudinal trends in the incidence of episodes of care (EOC) and follow-up care for pediatric concussion in relation to age, sex, rurality of patient residence, point of care, and area-based socioeconomic status (SES) in Alberta, Canada. METHODS A retrospective population-based cohort study was conducted using linked, province-wide administrative health data for all patients <18 years of age who received a diagnosis of concussion, other specified injuries of head, unspecified injury of head, or post-concussion syndrome between April 1, 2004 and March 31, 2018. Data were geospatially mapped. RESULTS Concussion EOCs increased 2.2-fold over the study period, follow-up visits 5.1-fold. Care was increasingly received in physician office (PO) settings. Concussion diagnoses in rural and remote areas occurred in emergency department (ED) settings more often than in metro centres or urban areas (76%/75% vs. 52%/60%). Proportion of concussion diagnoses was positively related to SES and age. Diagnosis and point of care varied geographically. CONCLUSIONS The shift in care to PO settings, increased incidence of all diagnoses, and the higher use of the ED by some segments of the population all have important implications for appropriate clinical management and the efficient provision of health care for pediatric concussion. IMPACT This is the first study to use EOC to describe longitudinal trends in incidence and follow-up care for pediatric concussion in relation to age, sex, rurality, point of care, and area-based SES. We report increased incidence of concussion in both emergency and outpatient settings and the proportion of diagnoses was positively related to SES and age. Patients increasingly received care for concussion in PO over time. Geospatial mapping indicated that the incidence of concussion and unspecified injury of head varied geographically and temporally. Results have important implications for appropriate clinical management and efficient provision of health care following pediatric concussion.
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Affiliation(s)
| | | | | | - Stefania Bertazzon
- Department of Geography, University of Calgary, Calgary, AB, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada
| | - Brent Hagel
- O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada.,Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
| | - Kathryn J Schneider
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada.,Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada.,Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - David Johnson
- Alberta Health Services, Calgary, AB, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
| | - Keith O Yeates
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Psychology, University of Calgary, Calgary, AB, Canada
| | - Jennifer D Zwicker
- School of Public Policy, University of Calgary, Calgary, AB, Canada. .,O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada. .,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada. .,Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada.
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9
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Shore J, Hutchison MG, Nalder E, Reed N, Hunt A. Tele-Active Rehabilitation for adolescents with concussion: a feasibility study. BMJ Open Sport Exerc Med 2022; 8:e001277. [PMID: 35309373 PMCID: PMC8886419 DOI: 10.1136/bmjsem-2021-001277] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/11/2022] [Indexed: 11/13/2022] Open
Abstract
Objectives Active rehabilitation involving subsymptom threshold exercise and education/support promotes recovery among adolescents with concussion, but is typically delivered in-person, which limits accessibility. This study explored the feasibility of a remotely delivered Tele-Active Rehabilitation (Tele-AR) intervention for adolescents with concussion. Methods A precase–postcase series design was used. Three adolescents (ages 14–17 years) experiencing postconcussion symptoms ≥2 weeks postinjury participated with a parent. The Tele-AR intervention was a 6-week programme supervised by a rehabilitation clinician through weekly videoconferencing appointments and included (1) aerobic exercise, (2) coordination drills and (3) comprehensive education and support. Feasibility indicators included rates of recruitment, retention, adherence, as well as adolescent and parent ratings of technology usability using an adapted Telehealth Usability Questionnaire and satisfaction using the Client Satisfaction Questionnaire-8. Prechanges to postchanges in postconcussion symptoms, illness perceptions, and occupational performance and satisfaction were also assessed. Results Rates of recruitment (n=3/4) and retention (n=3/3) achieved success criteria. Adherence was high among all participants (77%–100%), and there were no adverse events. Participant ratings of technology usability and satisfaction approached 90%. All participants reported improvements in postconcussion symptoms and illness perception. Clinically significant positive changes were also observed in occupational performance and satisfaction. Conclusions The Tele-AR intervention appears feasible in a small group of adolescents with concussion, and positive changes were observed in postconcussion symptoms, illness perception and occupational performance. Further study is warranted to evaluate the efficacy of this approach, which may enable access to care that supports recovery in adolescents with concussion.
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Affiliation(s)
- Josh Shore
- Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada
| | - Michael G Hutchison
- Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, Ontario, Canada
| | - Emily Nalder
- Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada.,Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, Ontario, Canada
| | - Nick Reed
- Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada.,Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, Ontario, Canada
| | - Anne Hunt
- Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada.,Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, Ontario, Canada
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10
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Wittevrongel K, Barrett O, Hagel BE, Schneider KJ, Johnson DW, Yeates KO, Zwicker JD. Factors associated with follow-up care after pediatric concussion: A longitudinal population-based study in Alberta, Canada. Front Pediatr 2022; 10:1035909. [PMID: 36699293 PMCID: PMC9869116 DOI: 10.3389/fped.2022.1035909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Accepted: 12/12/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Concussion is a common injury in children and adolescents. Current best practice guidelines indicate that recovery should be supervised through recurrent follow-up visits. A more detailed understanding of the system-level and individual factors that are associated with follow-up care is a critical step towards increasing evidence-based practice. The objective of this study was to identify predisposing, enabling, and need-based factors associated with follow-up care after pediatric concussion. MATERIALS AND METHODS A retrospective population-based cohort study was conducted using linked, province-wide administrative health data for all patients <18 years of age with a diagnosis of concussion, other specified injuries of the head, unspecified injury of head, or post-concussion syndrome (PCS) between April 1, 2004 and March 31, 2018 in Alberta, Canada. The association between predisposing, enabling, and need-based factors and the receipt of follow-up care within a defined episode of care (EOC) was analyzed using logistic regression models for the entire cohort and for EOC that began with a concussion diagnosis. Predisposing factors included age and sex. Enabling factors included the community type of patient residence, area-based socioeconomic status (SES), and visit year. Need-based factors included where the EOC began (outpatient vs. emergency settings) and history of previous concussion-related EOC. RESULTS 194,081 EOCs occurred during the study period but only 13% involved follow-up care (n = 25,461). Males and adolescents were more likely to receive follow-up care. Follow-up was less likely among patients who lived in remote communities or in areas of lower SES, while EOCs beginning in 2011 or later were more likely to involve follow-up care. Patients whose EOC began in outpatient settings, had more than one EOC, or a diagnosis of concussion were more likely to receive follow-up care. CONCLUSION Follow-up care for pediatric concussion has increased over time and is associated with patient age and sex, history of concussion-related EOC, where a patient lives (community type and area-based SES), and when and where the index visit occurs. A better understanding of which children are more likely to receive follow-up care, as well as how and when they do, is an important step in aligning practice with follow-up guidelines.
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Affiliation(s)
| | | | - Brent E Hagel
- O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada.,Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
| | - Kathryn J Schneider
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada.,Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada.,Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - David W Johnson
- Alberta Health Services, Calgary, AB, Canada.,Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
| | - Keith Owen Yeates
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,Department of Psychology, University of Calgary, Calgary, AB, Canada
| | - Jennifer D Zwicker
- School of Public Policy, University of Calgary, Calgary, AB, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada.,Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
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11
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Miller MR, Robinson M, Fischer L, DiBattista A, Patel MA, Daley M, Bartha R, Dekaban GA, Menon RS, Shoemaker JK, Diamandis EP, Prassas I, Fraser DD. Putative Concussion Biomarkers Identified in Adolescent Male Athletes Using Targeted Plasma Proteomics. Front Neurol 2021; 12:787480. [PMID: 34987469 PMCID: PMC8721148 DOI: 10.3389/fneur.2021.787480] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 11/17/2021] [Indexed: 11/13/2022] Open
Abstract
Sport concussions can be difficult to diagnose and if missed, they can expose athletes to greater injury risk and long-lasting neurological disabilities. Discovery of objective biomarkers to aid concussion diagnosis is critical to protecting athlete brain health. To this end, we performed targeted proteomics on plasma obtained from adolescent athletes suffering a sports concussion. A total of 11 concussed male athletes were enrolled at our academic Sport Medicine Concussion Clinic, as well as 24 sex-, age- and activity-matched healthy control subjects. Clinical evaluation was performed and blood was drawn within 72 h of injury. Proximity extension assays were performed for 1,472 plasma proteins; a total of six proteins were considered significantly different between cohorts (P < 0.01; five proteins decreased and one protein increased). Receiver operating characteristic curves on the six individual protein biomarkers identified had areas-under-the-curves (AUCs) for concussion diagnosis ≥0.78; antioxidant 1 copper chaperone (ATOX1; AUC 0.81, P = 0.003), secreted protein acidic and rich in cysteine (SPARC; AUC 0.81, P = 0.004), cluster of differentiation 34 (CD34; AUC 0.79, P = 0.006), polyglutamine binding protein 1 (PQBP1; AUC 0.78, P = 0.008), insulin-like growth factor-binding protein-like 1 (IGFBPL1; AUC 0.78, P = 0.008) and cytosolic 5'-nucleotidase 3A (NT5C3A; AUC 0.78, P = 0.009). Combining three of the protein biomarkers (ATOX1, SPARC and NT5C3A), produced an AUC of 0.98 for concussion diagnoses (P < 0.001; 95% CI: 0.95, 1.00). Despite a paucity of studies on these three identified proteins, the available evidence points to their roles in modulating tissue inflammation and regulating integrity of the cerebral microvasculature. Taken together, our exploratory data suggest that three or less novel proteins, which are amenable to a point-of-care immunoassay, may be future candidate biomarkers for screening adolescent sport concussion. Validation with protein assays is required in larger cohorts.
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Affiliation(s)
- Michael R. Miller
- Department of Pediatrics, Western University, London, ON, Canada
- Children's Health Research Institute, London, ON, Canada
| | - Michael Robinson
- School of Health Studies, Western University, London, ON, Canada
- School of Kinesiology, Western University, London, ON, Canada
- Department of Family Medicine, Western University, London, ON, Canada
| | - Lisa Fischer
- Department of Family Medicine, Western University, London, ON, Canada
| | - Alicia DiBattista
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada
- Neurolytixs Inc., Toronto, ON, Canada
| | - Maitray A. Patel
- Department of Epidemiology, Western University, London, ON, Canada
| | - Mark Daley
- Department of Epidemiology, Western University, London, ON, Canada
- Department of Computer Science, Western University, London, ON, Canada
| | - Robert Bartha
- Department of Medical Biophysics, Western University, London, ON, Canada
- Robarts Research Institute, London, ON, Canada
| | - Gregory A. Dekaban
- Robarts Research Institute, London, ON, Canada
- Department of Microbiology and Immunology, Western University, London, ON, Canada
| | - Ravi S. Menon
- Department of Medical Biophysics, Western University, London, ON, Canada
- Robarts Research Institute, London, ON, Canada
| | | | | | - Ioannis Prassas
- Department of Pathology and Laboratory Medicine, University of Toronto, Toronto, ON, Canada
| | - Douglas D. Fraser
- Department of Pediatrics, Western University, London, ON, Canada
- Children's Health Research Institute, London, ON, Canada
- Neurolytixs Inc., Toronto, ON, Canada
- Department of Physiology and Pharmacology, Western University, London, ON, Canada
- Depatment of Clinical Neurological Sciences, Western University, London, ON, Canada
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12
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Babl FE, Rausa VC, Borland ML, Kochar A, Lyttle MD, Phillips N, Gilhotra Y, Dalton S, Cheek JA, Furyk J, Neutze J, Bressan S, Davis GA, Anderson V, Williams A, Oakley E, Dalziel SR, Crowe LM, Hearps SJC. Characteristics of concussion based on patient age and sex: a multicenter prospective observational study. J Neurosurg Pediatr 2021; 28:647-656. [PMID: 34598158 DOI: 10.3171/2021.6.peds20953] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 06/11/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Children with concussion frequently present to emergency departments (EDs). There is limited understanding of the differences in signs, symptoms, and epidemiology of concussion based on patient age. Here, the authors set out to assess the association between age and acute concussion presentations. METHODS The authors conducted a multicenter prospective observational study of head injuries at 10 EDs in Australia and New Zealand. They identified children aged 5 to < 18 years, presenting with a Glasgow Coma Scale score of 13-15, presenting < 24 hours postinjury, with no abnormalities on CT if performed, and one or more signs or symptoms of concussion. They extracted demographic, injury-related, and signs and symptoms information and stratified it by age group (5-8, 9-12, 13 to < 18 years). RESULTS Of 8857 children aged 5 to < 18 years, 4709 patients met the defined concussion criteria (5-8 years, n = 1546; 9-12 years, n = 1617; 13 to < 18 years, n = 1546). The mean age of the cohort was 10.9 years, and approximately 70% of the patients were male. Sport-related concussion accounted for 43.7% of concussions overall, increasing from 19.1% to 48.9% to 63.0% in the 5-8, 9-12, and 13 to < 18 years age groups. The most common acute symptoms postinjury were headache (64.6%), disorientation (36.2%), amnesia (30.0%), and vomiting (27.2%). Vomiting decreased with increasing age and was observed in 41.7% of the 5-8 years group, 24.7% of the 9-12 years group, and 15.4% of the 13 to < 18 years group, whereas reported loss of consciousness (LOC) increased with increasing age, occurring in 9.6% in the 5-8 years group, 21.0% in the 9-12 years group, 36.7% in the 13 to < 18 years group, and 22.4% in the entire study cohort. Headache, amnesia, and disorientation followed the latter trajectory. Symptom profiles were broadly similar between males and females. CONCLUSIONS Concussions presenting to EDs were more sports-related as age increased. Signs and symptoms differed markedly across age groups, with vomiting decreasing and headache, LOC, amnesia, and disorientation increasing with increasing age.
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Affiliation(s)
- Franz E Babl
- 1Emergency Department, Royal Children's Hospital, Melbourne
- 3Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne
| | - Vanessa C Rausa
- 2Clinical Sciences, Murdoch Children's Research Institute, Melbourne
| | - Meredith L Borland
- 20Emergency Department, Perth Children's Hospital, Perth, Australia; and
- 21School of Medicine, Divisions of Emergency Medicine and Paediatrics, University of Western Australia, Perth, Australia
| | - Amit Kochar
- 7Emergency Department, Women's & Children's Hospital, Adelaide, Australia
| | - Mark D Lyttle
- 8Faculty of Health & Life Sciences, University of the West of England, Bristol, United Kingdom
| | - Natalie Phillips
- 9Emergency Department, Queensland Children's Hospital, Brisbane
- 10Child Health Research Centre, Faculty of Medicine, The University of Queensland, Brisbane
| | - Yuri Gilhotra
- 9Emergency Department, Queensland Children's Hospital, Brisbane
| | - Sarah Dalton
- 11Emergency Department, The Children's Hospital at Westmead, Sydney
| | - John A Cheek
- 1Emergency Department, Royal Children's Hospital, Melbourne
- 3Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne
- 12Emergency Department, Monash Medical Centre, Melbourne, Australia
| | - Jeremy Furyk
- 13Emergency Department, The Townsville Hospital, Townsville, Queensland
- 15School of Medicine, Faculty of Health, Deakin University, Geelong, Australia
| | - Jocelyn Neutze
- 16Emergency Department, Kidzfirst Middlemore Hospital, Auckland, New Zealand
| | - Silvia Bressan
- 2Clinical Sciences, Murdoch Children's Research Institute, Melbourne
- 17Department of Women's and Children's Health, University of Padova, Padova, Italy
| | - Gavin A Davis
- 2Clinical Sciences, Murdoch Children's Research Institute, Melbourne
- 4Department of Neurosurgery, Austin and Cabrini Hospitals, Melbourne
| | - Vicki Anderson
- 2Clinical Sciences, Murdoch Children's Research Institute, Melbourne
- 5School of Psychological Sciences, University of Melbourne, Melbourne
- 6Psychology Service, Royal Children's Hospital, Melbourne
| | - Amanda Williams
- 2Clinical Sciences, Murdoch Children's Research Institute, Melbourne
| | - Ed Oakley
- 1Emergency Department, Royal Children's Hospital, Melbourne
- 3Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne
| | - Stuart R Dalziel
- 18Emergency Department, Starship Children's Health, Auckland
- 19Departments of Surgery and Paediatrics: Child and Youth Health, University of Auckland, Auckland, New Zealand
| | - Louise M Crowe
- 2Clinical Sciences, Murdoch Children's Research Institute, Melbourne
- 3Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne
- 5School of Psychological Sciences, University of Melbourne, Melbourne
- 6Psychology Service, Royal Children's Hospital, Melbourne
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13
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Orban SA, Epstein JN, Carr D, Logan K, Gubanich PJ, Sidol C, Myer GD. Attention-Deficit/Hyperactivity Disorder Status and Sex Moderate Mild Traumatic Brain Injury Symptom Severity in Children and Adolescents: Implications for Clinical Management. Clin J Sport Med 2021; 31:e298-e305. [PMID: 32058452 DOI: 10.1097/jsm.0000000000000821] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 12/14/2019] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To investigate the impact of pediatric mild traumatic brain injury (mTBI), using a broad parent-reported measure, and to determine whether parent-ratings of mTBI symptoms are higher among those with premorbid attention-deficit/hyperactivity disorder (ADHD) and females. DESIGN Retrospective case-control. SETTING Hospital-based sports medicine clinic. PARTICIPANTS The retrospective chart review included 1346 (age: M = 13.11 years, SD = 2.6; 61.7% male) pediatric patients with (n = 209) and without (n = 1137) ADHD. INDEPENDENT VARIABLES Group membership (ADHD vs non-ADHD) and sex (male vs female). MAIN OUTCOME MEASURES Baseline and current Post-Concussion Symptom Inventory-Parent Report Form (PCSI-P) Physical, Emotional, Cognitive, and Fatigue subscale scores. This study used a retrospective chart review; therefore, the hypotheses reported for the current study were formed after data were collected. RESULTS Controlling for patient age and days from mTBI, patients with ADHD had significantly higher retrospective parent-reported pre-mTBI ratings of physical, emotional, and cognitive symptoms (ds = 0.17-0.62) and higher post-mTBI ratings across all 4 symptom domains (ds = 0.18-0.57) than those without ADHD. There was no group × time interaction for any of the PCSI-P subscales. Females overall had higher retrospective parent-reported pre-injury Fatigue and Emotional symptoms (ds = 0.13-0.19) and higher post-mTBI symptoms in all 4 PCSI-P symptom domains (ds = 0.23-0.35), relative to males. CONCLUSIONS Attention-deficit/hyperactivity disorder-related postinjury exacerbations in parent-reported symptoms can be explained, in part, by elevated retrospective parent-reported ADHD-related pre-mTBI ratings. These results highlight the importance of assessing a patient's baseline symptoms post-mTBI. These data also indicate that ADHD status and sex should be considered when interpreting mTBI symptom severity during clinical evaluation of concussion.
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Affiliation(s)
- Sarah A Orban
- Department of Psychology, College of Mathematics, Social Sciences, and Education, University of Tampa, Tampa, FL
| | - Jeffery N Epstein
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio
- Department of Psychology, College of Arts and Sciences, University of Cincinnati, Cincinnati, Ohio
| | - Devon Carr
- Department of Orthopaedic Surgery, College of Medicine, University of Cincinnati, Cincinnati, Ohio; and
| | - Kelsey Logan
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio
| | - Paul J Gubanich
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio
| | - Craig Sidol
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio
- Department of Psychology, College of Arts and Sciences, University of Cincinnati, Cincinnati, Ohio
| | - Gregory D Myer
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio
- Department of Orthopaedic Surgery, College of Medicine, University of Cincinnati, Cincinnati, Ohio; and
- Reddy Medical Group, Athens, Georgia
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14
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White J, Rowan-Legg A, Writer H, Chanchlani R, Gupta R. Procedural skill needs for Canadian paediatricians: A national profile. Paediatr Child Health 2021; 26:e265-e271. [PMID: 36874401 PMCID: PMC9977237 DOI: 10.1093/pch/pxaa103] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 07/29/2020] [Indexed: 11/14/2022] Open
Abstract
Background and Objectives Procedural practice by paediatricians in Canada is evolving. Little empirical information is available on the procedural competencies required of general paediatricians. Accordingly, the aim of this study was to conduct a needs assessment of Canadian general paediatricians to identify procedural skills required for practice, with the goal of informing post-graduate and continuing medical education. Methods A survey was sent to paediatricians through the Canadian Paediatric Surveillance Program (CPSP) (www.cpsp.cps.ca/surveillance). In addition to demographic information about practice type and location, participants were asked to indicate the frequency with which they performed each of 32 pre-selected procedures and whether each procedure was considered essential to their practice. Results The survey response rate was 33.2% (938/2,822). Data from participants who primarily practice general paediatrics were analyzed (n=481). Of these, 71.0% reported performing procedures. The most frequently performed procedures were: bag-valve-mask ventilation of an infant, lumbar puncture, and ear curettage, being performed monthly by 40.8%, 34.1%, and 27.7% of paediatricians, respectively. The procedures performed by most paediatricians were also those found most essential to practice, with a few exceptions. Respondents performed infant airway procedures with greater frequency and rated them more essential when compared to the same skill performed on children. We found a negative correlation between procedures being performed and difficulty maintaining proficiency in a skill. Conclusions This report of experiences from Canadian general paediatricians suggests a wide variability in the frequency of procedural performance. It helps establish priorities for post-graduate and continuing professional medical education curricula in the era of competency-based medical education.
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Affiliation(s)
- Jessica White
- Department of Pediatric Critical Care Medicine, University of Toronto, Toronto, Ontario
| | - Anne Rowan-Legg
- Department of Pediatrics, University of Ottawa, Ottawa, Ontario
| | - Hilary Writer
- Department of Pediatrics, University of Ottawa, Ottawa, Ontario
| | - Rahul Chanchlani
- Department of Pediatrics, McMaster University, Hamilton, Ontario.,Department of Health Services Research, Evidence and Impact, McMaster University, Hamilton, Ontario
| | - Ronish Gupta
- Department of Pediatrics, McMaster University, Hamilton, Ontario.,School of Education, Johns Hopkins University, Baltimore, Maryland, USA
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15
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Daugherty J, Thomas K, Waltzman D, Sarmiento K. State-Level Numbers and Rates of Traumatic Brain Injury-Related Emergency Department Visits, Hospitalizations, and Deaths in 2014. J Head Trauma Rehabil 2021; 35:E461-E468. [PMID: 32947502 PMCID: PMC7831129 DOI: 10.1097/htr.0000000000000593] [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: 11/25/2022]
Abstract
OBJECTIVE To provide state-level traumatic brain injury (TBI)-related emergency department (ED) visit, hospitalization, and death estimates for 2014. SETTING AND PARTICIPANTS The Centers for Disease Control and Prevention's Core Violence and Injury Prevention Program and State Injury Indicators participating states. DESIGN Cross-sectional. MAIN MEASURES Number and incidence rates of TBI-related ED visits, hospitalizations, and deaths in more than 30 states. RESULTS The rates of TBI-related ED visits in 2014 ranged from 381.1 per 100 000 (South Dakota) to 998.4 per 100 000 (Massachusetts). In 2014, Pennsylvania had the highest TBI-related hospitalization rate (98.9) and Ohio had the lowest (55.1). In 2014, the TBI-related death rate ranged from 9.1 per 100 000 (New Jersey) to 23.0 per 100 000 (Oklahoma). CONCLUSION The variations in TBI burden among states support the need for tailoring prevention efforts to state needs. Results of this analysis can serve as a baseline for these efforts.
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Affiliation(s)
- Jill Daugherty
- Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
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16
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You Y, Wang D, Wang Y, Li Z, Ma X. A Bird's-Eye View of Exercise Intervention in Treating Depression Among Teenagers in the Last 20 Years: A Bibliometric Study and Visualization Analysis. Front Psychiatry 2021; 12:661108. [PMID: 34220574 PMCID: PMC8249759 DOI: 10.3389/fpsyt.2021.661108] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 04/30/2021] [Indexed: 12/28/2022] Open
Abstract
Background: Exercise is medicine. Multiple studies on the effects and mechanisms of exercise in treating depression among teenagers and adolescents have been widely reported. However, literature involving scientometric analysis of this topic is sparse. Here, we endeavored to conduct a bibliometric study and visualization analysis to give a bird's-eye view of publications between 2000 and 2020 on exercise therapy treating depression. Methods: Relevant original publications were obtained from the Science Citation Index Expanded in the Web of Science Core Collection (WoSCC) database between 2000 and 2020. CiteSpace (5.7.R 5) and VOSviewer (1.6.16) software were used to perform bibliometric analysis of countries, institutions, categories, journals, authors, references, and keywords involved in this topic. Results: A total number of 975 articles on this field were retrieved from the WoSCC database and we identified an overall increase in the amount of publications over the past two decades, with the United States and Harvard University leading the field. Most related publications were published in the journals with a focus on sport, medicine, rehabilitation, psychology, and health, as represented by the dual-map overlay. A series of authors and co-cited authors were identified as main contributors in the exercise-depression-teenager domain. Three major clusters were explored based on the reference co-citation analysis: "exercise," "suicide," and "concussion". Conclusions: Current concerns and hotspots of exercise intervention in depression treatments were summarized by "individual level," "social level," "role of exercise," and "research quality." We considered that the following four directions were potential future perspectives: "research on the effect of specific exercise intervention," "research on the essence of exercise and sports," "research on the combination mode of 'exercise + X'," and "research on the micro and molecular level," which should receive more attention.
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Affiliation(s)
| | | | | | | | - Xindong Ma
- Division of Sport Science and Physical Education, Tsinghua University, Beijing, China
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17
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Sullivan L, Newton A, Shi J, Chang TJ, Yang J. Concussion-Related Health Care Utilization Among Medicaid Insured Children in Ohio: Rural and Urban Differences. J Rural Health 2021; 37:479-486. [PMID: 32744752 PMCID: PMC10949251 DOI: 10.1111/jrh.12484] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
PURPOSE The current study examines rural-urban differences in trends in rates and type of concussion-related health care utilization over time from 2008 to 2016 among Medicaid insured children in Ohio. METHODS We analyzed Medicaid claims for health care utilization for diagnosed concussions among children aged ≤18 years between April 1, 2008, and December 31, 2016. We compared the trends in rates of concussion-related health care utilization between children who lived in rural and urban areas using Poisson regressions. We examined trends in the type of concussion-related health care utilization by location of residence using linear regressions. FINDINGS We found a significant increase in health care utilization for concussion over time, with rates of treated concussion consistently higher in rural children compared to urban children (P < .0001) throughout the study period. Although initial care at the Emergency Department (ED) remained the most common type of initial concussion-related health care utilization for rural children throughout the study period, the most common type of initial care sought by urban children shifted over time from the ED to primary care providers (PCPs). For both rural and urban children, PCPs remained the most common type of follow-up care sought throughout the study period, with no significant rural-urban differences in the trends of follow-up care sought through PCPs over time. CONCLUSIONS We observed significant rural-urban differences in the trends in rates and types of concussion-related health care utilization over time from 2008 to 2016. Future studies are needed to further our understanding of the effect of these observed rural-urban differences on concussion recovery.
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Affiliation(s)
- Lindsay Sullivan
- Center for Injury Research and Policy, The Research Institute at Nationwide Children's Hospital, Columbus, Ohio
| | - Alison Newton
- Center for Injury Research and Policy, The Research Institute at Nationwide Children's Hospital, Columbus, Ohio
| | - Junxin Shi
- Center for Injury Research and Policy, The Research Institute at Nationwide Children's Hospital, Columbus, Ohio
| | - Teng-Jen Chang
- Center for Injury Research and Policy, The Research Institute at Nationwide Children's Hospital, Columbus, Ohio
| | - Jingzhen Yang
- Center for Injury Research and Policy, The Research Institute at Nationwide Children's Hospital, Columbus, Ohio
- Department of Pediatrics, The Ohio State University, College of Medicine, Columbus, Ohio
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18
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Clinical Outcomes of Pediatric Acute Sport- and Non-Sport-Related Concussions. Can J Neurol Sci 2021; 49:263-269. [PMID: 33902784 DOI: 10.1017/cjn.2021.82] [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: 11/06/2022]
Abstract
OBJECTIVES The objectives were to examine clinical characteristics, length of recovery, and the prevalence of delayed physician-documented recovery, compare clinical outcomes among those with sport-related concussion (SRC) and non-sport-related concussion (nSRC), and identify risk factors for delayed recovery. METHODS Included patients (8-18 years) were assessed ≤14 days post-injury at a multidisciplinary concussion program and diagnosed with an acute SRC or nSRC. Physician-documented clinical recovery was defined as returning to pre-injury symptom status, attending full-time school without symptoms, completing Return-to-Sport strategy as needed, and normal physical examination. Delayed physician-documented recovery was defined as >28 days post-injury. RESULTS Four hundred and fifteen patients were included (77.8% SRC). There was no difference in loss of consciousness (SRC: 9.9% vs nSRC: 13.0%, p = 0.39) or post-traumatic amnesia (SRC: 24.1% vs SRC: 31.5%, p = 0.15) at the time of injury or any differences in median Post-Concussion Symptom Scale scores (SRC: 20 vs nSRC: 23, p = 0.15) at initial assessment. Among those with complete clinical follow-up, the median physician-documented clinical recovery was 20 days (SRC: 19 vs nSRC: 23; p = 0.37). There was no difference in the proportion of patients who developed delayed physician-documented recovery (SRC: 27.7% vs nSRC: 36.1%; p = 0.19). Higher initial symptom score increased the risk of delayed physician-documented recovery (IRR: 1.39; 95% CI: 1.29, 1.49). Greater material deprivation and social deprivation were associated with an increased risk of delayed physician-documented recovery. CONCLUSIONS Most pediatric concussion patients who undergo early medical assessment and complete follow-up appear to make a complete clinical recovery within 4 weeks, regardless of mechanism.
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19
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Pietz K, Graves J, Weybright E, Pinkleton B, Klein T. Original Research: Concussions at School: The Experiences and Knowledge of School Nurses. Am J Nurs 2021; 121:28-38. [PMID: 33470615 DOI: 10.1097/01.naj.0000733428.67589.5e] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
BACKGROUND School nurses' knowledge about and confidence in managing concussions are important to ensure continuity of care between a student's school and home environments. This mixed-methods study explored concussion-related knowledge, confidence, and management experiences among urban and rural school nurses in Washington State. METHODS Public school nurses, identified via state educational service district websites and recruited by e-mail, completed an online survey assessing their concussion knowledge and confidence levels. Following the survey, a subset of respondents participated in semistructured interviews aimed at exploring their confidence in managing concussions. RESULTS Of the 945 school nurses to whom the survey was sent, 315 responded (33% response rate). Most survey respondents held an RN license (89.6%) and were from urban areas (90.8%). Overall, the respondents exhibited accurate concussion knowledge; only one significant difference was noted based on rural-urban status. Correct responses were given for most questions (67.4% to 98.7% correct responses). In interviews with a subset of six school nurses, emergent themes pertained to communication, assessment, and monitoring, and the nurse's role in postconcussion management. Barriers can include a lack of relevant school policies, low concussion awareness among teachers and parents, and limited resources. CONCLUSIONS The study findings suggest that school nurses possess high levels of concussion knowledge and confidence in managing concussions. Continuing education remains important to ensure that current research and evidence inform practice regarding ongoing concussion management among school-age children.
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Affiliation(s)
- Katy Pietz
- Katy Pietz is an instructor and the clinical coordinator of the Athletic Training Program at the College of Education, Washington State University (WSU), Pullman Campus. Janessa Graves is an associate professor at the College of Nursing, WSU, Spokane Campus. Elizabeth Weybright is an associate professor in the Department of Human Development, College of Agricultural, Human, and Natural Resource Sciences at WSU, Pullman Campus. Bruce Pinkleton is a professor and dean of the Edward R. Murrow College of Communication at WSU, Pullman Campus. Tracy Klein is an associate professor in the College of Nursing, WSU, Vancouver Campus. Graves, Weybright, Pinkleton, and Klein are on the faculty of WSU's interdisciplinary Prevention Science program. Contact author: Katy Pietz, . The authors have disclosed no potential conflicts of interest, financial or otherwise
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Miller MR, Robinson M, Bartha R, Charyk Stewart T, Fischer L, Dekaban GA, Menon RS, Shoemaker JK, Fraser DD. Concussion Acutely Decreases Plasma Glycerophospholipids in Adolescent Male Athletes. J Neurotrauma 2021; 38:1608-1614. [PMID: 33176582 DOI: 10.1089/neu.2020.7125] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Concussions are frequent in sports and can contribute to significant and long-lasting neurological disability. Adolescents are particularly susceptible to concussions, with accurate determination of the injury challenging. Our previous study demonstrated that concussion diagnoses could be aided by metabolomics profiling and machine learning, with particular weighting on changes in plasma glycerophospholipids (PCs). Here, our aim was to report directional change of PCs after concussion and develop a diagnostic concussion panel utilizing a minimum number of plasma PCs. To this end, we enrolled 12 concussed male athletes at our academic Sport Medicine Concussion Clinic, as well as 17 sex-, age-, and activity-matched healthy controls. Blood was drawn and 71 plasma PCs were measured for statistically significant changes within 72 h of injury, and individual PCs were further analyzed with receiver operating characteristic (ROC) curves. Our data demonstrated that 26 of 71 PCs measured were significantly decreased after sports-related concussion (p < 0.01). None of the PCs increased in plasma after concussion. ROC curve analyses identified the top four PCs with areas under the curve (AUCs) ≥0.86 for concussion diagnosis: PCaeC36:0 (0.92; p < 0.001); PCaaC42:6 (0.90; p < 0.001); PCaeC36:2 (0.86; p = 0.001), and PCaaC32:0 (0.86; p = 0.001). Cut-off values in μM were ≤0.31, 0.22, 5.07, and 4.63, respectively. Importantly, combining these four PCs produced an AUC of 0.96 for concussion diagnoses (p < 0.001; 95% confidence interval, 0.89, 1.00). Our data suggest that as few as four circulating PCs may provide excellent diagnostic potential for adolescent concussion. External validation is required in larger cohorts.
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Affiliation(s)
- Michael R Miller
- Pediatrics, Western University, London, Ontario, Canada.,Children's Health Research Institute, London, Ontario, Canada
| | | | - Robert Bartha
- Medical Biophysics, Western University, London, Ontario, Canada.,Robarts Research Institute, London, Ontario, Canada
| | | | - Lisa Fischer
- Family Medicine, Western University, London, Ontario, Canada
| | - Gregory A Dekaban
- Microbiology and Immunology, Western University, London, Ontario, Canada.,Robarts Research Institute, London, Ontario, Canada
| | - Ravi S Menon
- Medical Biophysics, Western University, London, Ontario, Canada.,Robarts Research Institute, London, Ontario, Canada
| | | | - Douglas D Fraser
- Pediatrics, Western University, London, Ontario, Canada.,Physiology and Pharmacology, Western University, London, Ontario, Canada.,Clinical Neurological Sciences, Western University, London, Ontario, Canada.,Children's Health Research Institute, London, Ontario, Canada.,Neurolytixs, Inc., Toronto, Ontario, Canada
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21
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Yue JK, Upadhyayula PS, Avalos LN, Phelps RRL, Suen CG, Cage TA. Concussion and Mild-Traumatic Brain Injury in Rural Settings: Epidemiology and Specific Health Care Considerations. J Neurosci Rural Pract 2020; 11:23-33. [PMID: 32214697 PMCID: PMC7092729 DOI: 10.1055/s-0039-3402581] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Background Mild-traumatic brain injury (mTBI) and concussions cause significant morbidity. To date, synthesis of specific health care disparities and gaps in care for rural mTBI/concussion patients remains needed. Methods A comprehensive literature search was performed using PubMed database for English articles with keywords "rural" and ("concussion" or "mild traumatic brain injury") from 1991 to 2019. Eighteen articles focusing on rural epidemiology ( n = 5), management/cost ( n = 5), military ( n = 2), and concussion prevention/return to play ( n = 6) were included. Results mTBI/concussion incidence was higher in rural compared with urban areas. Compared with urban patients, rural patients were at increased risk for vehicular injuries, lifetime number of concussions, admissions for observation without neuroimaging, and injury-related costs. Rural patients were less likely to utilize ambulatory and mental health services following mTBI/concussion. Rural secondary schools had decreased access to certified personnel for concussion evaluation, and decreased use of standardized assessment instruments/neurocognitive testing. While school coaches were aware of return-to-play laws, mTBI/concussion education rates for athletes and parents were suboptimal in both settings. Rural veterans were at increased risk for postconcussive symptoms and posttraumatic stress. Telemedicine in rural/low-resource areas is an emerging tool for rapid evaluation, triage, and follow-up. Conclusions Rural patients are at unique risk for mTBI/concussions and health care costs. Barriers to care include lower socioeconomic status, longer distances to regional medical center, and decreased availability of neuroimaging and consultants. Due to socioeconomic and distance barriers, rural schools are less able to recruit personnel certified for concussion evaluation. Telemedicine is an emerging tool for remote triage and evaluation.
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Affiliation(s)
- John K Yue
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States.,Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital, San Francisco, California, United States
| | - Pavan S Upadhyayula
- Department of Neurological Surgery, Columbia University Medical Center, New York, New York, United States.,Department of Neurological Surgery, University of California San Diego, San Diego, California, United States
| | - Lauro N Avalos
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States
| | - Ryan R L Phelps
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States.,Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital, San Francisco, California, United States
| | - Catherine G Suen
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States.,Department of Neurology, University of Utah School of Medicine, Salt Lake City, Utah, United States
| | - Tene A Cage
- Department of Neurological Surgery, Stanford University School of Medicine, Stanford, California, United States
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Pediatric Traumatic Brain Injury in the United States: Rural-Urban Disparities and Considerations. Brain Sci 2020; 10:brainsci10030135. [PMID: 32121176 PMCID: PMC7139684 DOI: 10.3390/brainsci10030135] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 02/27/2020] [Accepted: 02/27/2020] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION Traumatic brain injury (TBI) remains a primary cause of pediatric morbidity. The improved characterization of healthcare disparities for pediatric TBI in United States (U.S.) rural communities is needed to advance care. METHODS The PubMed database was queried using keywords (("brain/head trauma" OR "brain/head injury") AND "rural/underserved" AND "pediatric/child"). All qualifying articles focusing on rural pediatric TBI, including the subtopics epidemiology (N = 3), intervention/healthcare cost (N = 6), and prevention (N = 1), were reviewed. RESULTS Rural pediatric TBIs were more likely to have increased trauma and head injury severity, with higher-velocity mechanisms (e.g., motor vehicle collisions). Rural patients were at risk of delays in care due to protracted transport times, inclement weather, and mis-triage to non-trauma centers. They were also more likely than urban patients to be unnecessarily transferred to another hospital, incurring greater costs. In general, rural centers had decreased access to mental health and/or specialist care, while the average healthcare costs were greater. Prevention efforts, such as mandating bicycle helmet use through education by the police department, showed improved compliance in children aged 5-12 years. CONCLUSIONS U.S. rural pediatric patients are at higher risk of dangerous injury mechanisms, trauma severity, and TBI severity compared to urban. The barriers to care include protracted transport times, transfer to less-resourced centers, increased healthcare costs, missing data, and decreased access to mental health and/or specialty care during hospitalization and follow-up. Preventative efforts can be successful and will require an improved multidisciplinary awareness and education.
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Teh Z, Takagi M, Hearps SJC, Babl FE, Anderson N, Clarke C, Davis GA, Dunne K, Rausa VC, Anderson V. Acute cognitive postconcussive symptoms follow longer recovery trajectories than somatic postconcussive symptoms in young children. Brain Inj 2020; 34:350-356. [PMID: 32013575 DOI: 10.1080/02699052.2020.1716996] [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: 10/25/2022]
Abstract
Objective: To investigate somatic and cognitive postconcussive symptoms (PCS) using the symptom evaluation subtest (cSCAT3-SE) of the Child Sports Concussion Assessment Tool 3 (Child SCAT) in tracking PCS up to 2 weeks postinjury.Methods: A total of 96 participants aged 5 to 12 years (Mage = 9.55, SD = 2.20) completed three assessment time points: 48 h postinjury (T0), 2 to 4 days postinjury (T1), and 2 weeks postinjury (T2). The Wilcoxon signed-rank test was used to analyze differences between cognitive and somatic symptoms over time, while the Friedman test was used to analyze differences within symptom type over time.Results: Cognitive PCS were found to be significantly higher than somatic PCS at all assessment time points and were also found to significantly decline from 4 days onwards postinjury; in contrast, somatic PCS significantly declined as early as 48 hpostinjury.Discussion: Differences between cognitive and somatic PCS emerge as early as a few days postinjury, with cognitive PCS being more persistent than somatic PCS across 2 weeks. Research in symptom-specific interventions may be of benefit in helping young children manage severe PCS as early as 2 weeks postinjury.
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Affiliation(s)
- Zoe Teh
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia
| | - Michael Takagi
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia.,Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Australia
| | - Stephen J C Hearps
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia
| | - Franz E Babl
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia.,Emergency Department, The Royal Children's Hospital, Melbourne, Australia.,Department of Pediatrics, University of Melbourne, Melbourne, Australia
| | - Nicholas Anderson
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia
| | - Cathriona Clarke
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia
| | - Gavin A Davis
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia
| | - Kevin Dunne
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia.,Department of Pediatrics, University of Melbourne, Melbourne, Australia.,Department of Rehabilitation Medicine, The Royal Children's Hospital, Melbourne, Australia
| | - Vanessa C Rausa
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia
| | - Vicki Anderson
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia.,Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Australia.,Department of Pediatrics, University of Melbourne, Melbourne, Australia.,Psychological Service, The Royal Children's Hospital, Melbourne, Australia
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24
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Bang F, Ehsani B, McFaull S, Chang VC, Queenan J, Birtwhistle R, Do MT. Surveillance of concussion-related injuries using electronic medical records from the Canadian Primary Care Sentinel Surveillance Network (CPCSSN): a proof-of-concept. Canadian Journal of Public Health 2019; 111:193-201. [PMID: 31749133 DOI: 10.17269/s41997-019-00267-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Accepted: 09/23/2019] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Previous studies on traumatic brain injury trends in Canada have been restricted to hospitalization and emergency department visit data. However, many concussion patients may present first, or only, to family physicians. Therefore, the true burden of concussion in Canada is likely underestimated. The Canadian Primary Care Sentinel Surveillance Network (CPCSSN) collects information electronically from family physicians across Canada and can potentially be used for concussion surveillance. The objective of this study is to explore the feasibility of using data collated from CPCSSN for concussion surveillance purposes and examine trends over time. METHODS Electronic medical records housed by CPCSSN from 2010 to 2016 were analyzed. Case ascertainment was determined through a combination of International Classification of Diseases, Ninth Revision codes. Binomial regression models were used to calculate the prevalence ratio (PR) of concussion by age, sex, deprivation indices, body mass index, and comorbid conditions. RESULTS Concussion prevalence rates increased from 2010 to 2016 (p < 0.001). Based on 2016 data, males had a higher prevalence of concussion compared with females (PR = 1.09; 95% CI 1.02, 1.18), and those aged 10-14 (PR = 8.52; 95% confidence interval [CI] 6.34, 11.44) and 15-19 (PR = 7.75; 95% CI 5.84, 10.28) had higher prevalence of concussion compared with those aged 0-4 years. CONCLUSION This pilot study demonstrates the feasibility of using the CPCSSN system for surveillance of concussion in the Canadian population. The initial findings on prevalence are in agreement with previous studies that have used hospitalization or emergency department data.
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Affiliation(s)
- Felix Bang
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,Centre for Surveillance and Applied Research, Injury and Healthy Living Unit, Public Health Agency of Canada, 785 Carling Ave, Ottawa, ON, K1A 0 K9, Canada
| | - Behrouz Ehsani
- Department of Family Medicine, Queen's University, Kingston, Canada
| | - Steven McFaull
- Centre for Surveillance and Applied Research, Injury and Healthy Living Unit, Public Health Agency of Canada, 785 Carling Ave, Ottawa, ON, K1A 0 K9, Canada.
| | - Vicky C Chang
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - John Queenan
- Department of Family Medicine, Queen's University, Kingston, Canada
| | | | - Minh T Do
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,Centre for Surveillance and Applied Research, Injury and Healthy Living Unit, Public Health Agency of Canada, 785 Carling Ave, Ottawa, ON, K1A 0 K9, Canada.,Department of Health Sciences, Carleton University, Ottawa, ON, Canada
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25
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Abstract
Concussion is a common pediatric problem, and the best point of intervention would be to prevent a concussion from occurring. Unfortunately, information in this area has inconsistent support for the various methods that have been attempted. In infants, concussions are typically related to safety hazards in the environment and attempts to make the environment safer have resulted in decreased injuries over time. Toddlers also face environmental hazards that are slightly different in light of their increased mobility. School-aged children and adolescents primarily sustain concussions in the course of participation in organized contact sports. Although much research has been devoted to protective equipment, there is not a clearly effective piece of equipment that prevents concussions. Some effect has been demonstrated with changes in rules and policy that limit or eliminate certain kinds of dangerous contact. Research is still being performed to adequately evaluate methods that are already being used, as well as to find new methods in the future that may help protect today's children from concussions.
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26
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Tsushima WT, Siu AM, Ahn HJ, Chang BL, Murata NM. Incidence and Risk of Concussions in Youth Athletes: Comparisons of Age, Sex, Concussion History, Sport, and Football Position. Arch Clin Neuropsychol 2019; 34:60-69. [PMID: 29554189 DOI: 10.1093/arclin/acy019] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Accepted: 02/16/2018] [Indexed: 11/14/2022] Open
Abstract
Objective This study was designed to determine concussion incidence, risk, and relative risk among middle and high school athletes participating in various sports. Method Data were retrospectively obtained from 10,334 athletes of 12 different sports in Hawaii. In addition to determining the overall concussion incidence, comparisons of incidence, risk, and relative risk were made according to age, sex, concussion history, sport, and football position. Results The overall incidence of concussion among youth athletes was 1,250 (12.1%). The relative risk for a concussion was almost two times greater in 18-year olds than in 13-year-old athletes. In comparable sports, girls had a 1.5 times higher concussion risk than boys. Athletes with a prior concussion had 3-5 times greater risk to sustain a concussion than those with no history of a concussion. Among varied sports, wrestling and martial arts had the highest relative risk of a concussion, followed by cheerleading, football, and track and field. No differences in concussion risks were found among the football players in different positions. Conclusions Older youths, females, those with a history of concussion, and those participating in high contact sports were found to have higher risks of sustaining a concussion. The findings increase awareness of concussion patterns in young athletes and raise concerns regarding protective strategies and concussion management in youth sports.
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Affiliation(s)
- William T Tsushima
- Psychiatry and Psychology Department, Straub Medical Center, Honolulu, Hawaii 96813, USA
| | - Andrea M Siu
- Research Institute, Hawaii Pacific Health, Honolulu, Hawaii 96813, USA
| | - Hyeong Jun Ahn
- Department of Complementary and Integrative Medicine, John A. Burns School of Medicine, University of Hawaii, Honolulu, Hawaii 96813, USA
| | - Bolin L Chang
- Department of Biological Sciences, Lehigh University, Bethlehem, PA 18015, USA
| | - Nathan M Murata
- Department of Kinesiology and Rehabilitation Science, University of Hawaii, Honolulu, Hawaii 96822, USA
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27
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Moir ME, Balestrini CS, Abbott KC, Klassen SA, Fischer LK, Fraser DD, Shoemaker JK. An Investigation of Dynamic Cerebral Autoregulation in Adolescent Concussion. Med Sci Sports Exerc 2019; 50:2192-2199. [PMID: 29927876 DOI: 10.1249/mss.0000000000001695] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE Although cerebrovascular impairments are believed to contribute to concussion symptoms, little information exists regarding brain vasomotor control in adolescent concussion, particularly autoregulatory control that forms a fundamental response mechanism during changes in blood pressure. This research tested the hypothesis that adolescent concussion is marked by impaired dynamic cerebral autoregulation. METHODS Nineteen concussed adolescents (15 ± 2 yr, 13 females) and 18 healthy controls (15 ± 2 yr, 9 females) completed two sit-to-stand trials. Brachial artery blood pressure and cerebral blood flow velocity in the right middle cerebral artery were measured continuously. Dynamic rate of regulation was calculated as the rate of change in cerebrovascular resistance relative to the change in arterial blood pressure. The concussed adolescents were followed through their rehabilitation for up to 12 wk. RESULTS At the first visit, the concussed adolescents demonstrated reduced rate of regulation compared with the healthy controls (0.12 ± 0.04 vs 0.19 ± 0.06 s, P ≤ 0.001). At the concussed adolescents final visit, after symptom resolution, the rate of regulation improved to levels that were not different from the healthy controls (n = 9; 0.15 ± 0.08 vs 0.19 ± 0.06 s, P= 0.06). Two distinct groups were observed at the final visit with some individuals experiencing recovery of dynamic cerebral autoregulation and others showing no marked change from the initial visit. CONCLUSION Adolescents demonstrate an impairment in dynamic cerebral autoregulation after concussion that improves along with clinical symptoms in some individuals and remains impaired in others despite symptom resolution.
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Affiliation(s)
- M Erin Moir
- School of Kinesiology, Western University, London, Ontario, CANADA
| | | | - Kolten C Abbott
- Children's Health Research Institute, London, Ontario, CANADA
| | | | - Lisa K Fischer
- School of Kinesiology, Western University, London, Ontario, CANADA.,Department of Family Medicine, Western University, London, Ontario, CANADA.,Fowler Kennedy Sports Medicine Clinic, Western University, London, Ontario, CANADA
| | - Douglas D Fraser
- Children's Health Research Institute, London, Ontario, CANADA.,Department of Paediatrics, Western University, London, Ontario, CANADA.,Department of Physiology and Pharmacology, Western University, London, Ontario, CANADA
| | - J Kevin Shoemaker
- School of Kinesiology, Western University, London, Ontario, CANADA.,Department of Physiology and Pharmacology, Western University, London, Ontario, CANADA
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28
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Graves JM, Mackelprang JL, Moore M, Abshire DA, Rivara FP, Jimenez N, Fuentes M, Vavilala MS. Rural-urban disparities in health care costs and health service utilization following pediatric mild traumatic brain injury. Health Serv Res 2019; 54:337-345. [PMID: 30507042 PMCID: PMC6407359 DOI: 10.1111/1475-6773.13096] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
OBJECTIVES To compare health care costs and service utilization associated with mild traumatic brain injury (mTBI) in rural and urban commercially insured children. DATA SOURCE MarketScan Commercial Claims and Encounters Data, 2007-2011. STUDY DESIGN We compared health care costs and outpatient encounters for physical/occupational therapy, speech therapy, and psychiatry/psychology encounters 180 days after mTBI among rural versus urban children (<18 years). PRINCIPAL FINDINGS A total of 387 846 children had mTBI, with 13 percent residing in rural areas. Adjusted mean total health care costs in the 180 days after mTBI were $2778 (95% CI: 2660-2897) among rural children, compared to $2499 (95% CI: 2471-2528) among urban children (adjusted cost ratio 1.11, 95% CI 1.06-1.16). Rural-urban differences in utilization for specific services were also found. CONCLUSIONS Total health care costs were higher for rural compared to urban children despite lower utilization of certain services. Differences in health service utilization may exacerbate geographic disparities in adverse outcomes associated with mTBI.
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Affiliation(s)
- Janessa M. Graves
- College of NursingHealth Sciences CampusWashington State UniversitySpokaneWashington
| | - Jessica L. Mackelprang
- Department of Psychological SciencesSchool of Health SciencesSwinburne University of TechnologyMelbourneVictoriaAustralia
| | - Megan Moore
- School of Social WorkUniversity of WashingtonHarborview Injury Prevention and Research Center (HIPRC)SeattleWashington
| | | | - Frederick P. Rivara
- Department of PediatricsSchool of MedicineUniversity of WashingtonHarborview Injury Prevention and Research Center (HIPRC)SeattleWashington
| | - Nathalia Jimenez
- Department of Anesthesiology and Pain MedicineSchool of MedicineUniversity of WashingtonSeattle Children's Research InstituteHarborview Injury Prevention and Research Center (HIPRC)SeattleWashington
| | - Molly Fuentes
- Department of Rehabilitation MedicineSchool of MedicineUniversity of WashingtonHarborview Injury Prevention and Research Center (HIPRC)Seattle Children's Research InstituteSeattleWashington
| | - Monica S. Vavilala
- Departments of Anesthesiology & Pain Medicine and PediatricsSchool of MedicineUniversity of WashingtonHarborview Injury Prevention and Research Center (HIPRC)SeattleWashington
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Nurse practitioners' recommendations for pharmacotherapy in the management of adolescent concussion. J Am Assoc Nurse Pract 2019; 30:499-510. [PMID: 30113534 DOI: 10.1097/jxx.0000000000000070] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND AND PURPOSE Nurse practitioners (NPs) frequently treat acute conditions presenting in children and adolescents in the outpatient setting. No evidence-based guidance exists pertaining to the treatment of concussion with medications. The purpose of this study was to examine recommendations by NPs for pharmacotherapy of acute symptoms for adolescent concussion. METHODS This is a secondary analysis of data from a web-based census survey of all licensed NPs in Oregon and Washington State, where they practice as independent providers with prescriptive authority. Based on a standardized adolescent patient scenario video, NPs were asked to indicate prescription or nonprescription medication recommendations for concussion symptoms. Open-ended descriptions of medication recommendations were coded, summarized, and described. CONCLUSIONS In narrative text, 78.4% of the 991 respondents recommended at least one type of prescription or nonprescription medication. Prescription medications (recommended by 17.2%) included antiemetics and antimigraine medications; nonprescription medications (recommended by 75.5%) included nonsteroidal anti-inflammatory drugs, over-the-counter pain relievers, and herbal medications. Pharmacotherapy recommendations varied by NP practice setting and rurality. IMPLICATIONS FOR PRACTICE Nurse practitioners have full prescriptive authority in many states. No guidelines inform medication use in managing acute concussion symptoms, yet many providers recommend their use.
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30
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Chung MK, LaRiccia PJ. Rapid resolution of concussion related symptoms in an 11-month-old male with integrative medicine assessment and treatment: Case report. Clin Case Rep 2019; 7:371-374. [PMID: 30847209 PMCID: PMC6389480 DOI: 10.1002/ccr3.1993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2018] [Revised: 10/29/2018] [Accepted: 12/06/2018] [Indexed: 11/08/2022] Open
Abstract
Neural therapy may have promise as a helpful, fast acting, and safe method of treating concussion symptoms.
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Affiliation(s)
- Myung Kyu Chung
- Cooper Medical School of Rowan UniversityMoorestownNew Jersey
| | - Patrick J. LaRiccia
- Center for Clinical Epidemiology and BiostatisticsPerelman School of Medicine University of PennsylvaniaPhiladelphiaPennsylvania
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31
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Kroshus E, Qu P, Chrisman SP, Schwien C, Herring SA, Rivara FP. Parental concern about concussion risk for their children. Soc Sci Med 2019; 222:359-366. [DOI: 10.1016/j.socscimed.2018.12.037] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2018] [Revised: 12/12/2018] [Accepted: 12/24/2018] [Indexed: 01/07/2023]
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Using Community Detection Analysis to Elucidate Caregivers’ Mental Models of Pediatric Concussion Symptoms. SAFETY 2018. [DOI: 10.3390/safety4030035] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Due to a culture of resistance around concussion reporting, novel methods are needed to reveal implicit beliefs that could affect symptom reporting. The goal of this study was to elucidate caregivers’ mental models of pediatric concussion symptoms using an exploratory community detection analysis (CDA). Caregivers (n = 76) of adolescents 10–15 years old participated in a survey that assessed their intentions of seeking medical treatment for 12 injury symptoms following their child’s involvement in three hypothetical injury scenarios. We used a series of analyses of variance (ANOVAs) to compare injury symptoms across these scenarios and CDA to determine if caregivers implicitly group symptoms together. We then used logistic regressions to further explore associations between the CDA-identified symptom indices and known factors of injury risk. There were no differences in the likelihood to seek treatment for symptoms across injury scenarios; however, the CDA revealed distinct symptom clusters that were characterized by the degree of risk for non-treatment and symptom type. We observed associations between injury risk factors and intentions of seeking medical treatment for the higher-risk indices. Results indicate that caregivers’ mental models of concussion symptoms are nuanced, not monolithic. Therefore, it is inaccurate to measure intentions to seek treatment for concussion without taking these nuances into consideration.
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Meconi A, Wortman RC, Wright DK, Neale KJ, Clarkson M, Shultz SR, Christie BR. Repeated mild traumatic brain injury can cause acute neurologic impairment without overt structural damage in juvenile rats. PLoS One 2018; 13:e0197187. [PMID: 29738554 PMCID: PMC5940222 DOI: 10.1371/journal.pone.0197187] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2018] [Accepted: 04/27/2018] [Indexed: 11/19/2022] Open
Abstract
Repeated concussion is becoming increasingly recognized as a serious public health concern around the world. Moreover, there is a greater awareness amongst health professionals of the potential for repeated pediatric concussions to detrimentally alter the structure and function of the developing brain. To better study this issue, we developed an awake closed head injury (ACHI) model that enabled repeated concussions to be performed reliably and reproducibly in juvenile rats. A neurological assessment protocol (NAP) score was generated immediately after each ACHI to help quantify the cumulative effects of repeated injury on level of consciousness, and basic motor and reflexive capacity. Here we show that we can produce a repeated ACHI (4 impacts in two days) in both male and female juvenile rats without significant mortality or pain. We show that both single and repeated injuries produce acute neurological deficits resembling clinical concussion symptoms that can be quantified using the NAP score. Behavioural analyses indicate repeated ACHI acutely impaired spatial memory in the Barnes maze, and an interesting sex effect was revealed as memory impairment correlated moderately with poorer NAP score performance in a subset of females. These cognitive impairments occurred in the absence of motor impairments on the Rotarod, or emotional changes in the open field and elevated plus mazes. Cresyl violet histology and structural magnetic resonance imaging (MRI) indicated that repeated ACHI did not produce significant structural damage. MRI also confirmed there was no volumetric loss in the cortex, hippocampus, or corpus callosum of animals at 1 or 7 days post-ACHI. Together these data indicate that the ACHI model can provide a reliable, high throughput means to study the effects of concussions in juvenile rats.
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Affiliation(s)
- Alicia Meconi
- Division of Medical Sciences, University of Victoria, Victoria, British Columbia, Canada
| | - Ryan C. Wortman
- Division of Medical Sciences, University of Victoria, Victoria, British Columbia, Canada
| | - David K. Wright
- The Florey Institute of Neuroscience and Mental Health, Parkville, Victoria, Australia
- Department of Neuroscience, Monash University, Melbourne, Victoria, Australia
| | - Katie J. Neale
- Division of Medical Sciences, University of Victoria, Victoria, British Columbia, Canada
| | - Melissa Clarkson
- Division of Medical Sciences, University of Victoria, Victoria, British Columbia, Canada
| | - Sandy R. Shultz
- Division of Medical Sciences, University of Victoria, Victoria, British Columbia, Canada
- The Florey Institute of Neuroscience and Mental Health, Parkville, Victoria, Australia
- Department of Neuroscience, Monash University, Melbourne, Victoria, Australia
- Department of Medicine, University of Melbourne, Parkville, Victoria, Australia
| | - Brian R. Christie
- Division of Medical Sciences, University of Victoria, Victoria, British Columbia, Canada
- Centre for Brain Health and Program in Neuroscience, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Cellular and Physiological Sciences, University of British Columbia, Vancouver, British Columbia, Canada
- * E-mail:
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Peng SH, Huang CY, Hsu SY, Yang LH, Hsieh CH. The Preschool-Aged and School-Aged Children Present Different Odds of Mortality than Adults in Southern Taiwan: A Cross-Sectional Retrospective Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:E858. [PMID: 29693638 PMCID: PMC5981897 DOI: 10.3390/ijerph15050858] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Revised: 04/18/2018] [Accepted: 04/21/2018] [Indexed: 01/13/2023]
Abstract
Background: This study aimed to profile the epidemiology of injury among preschool-aged and school-aged children in comparison to those in adults. Methods: According to the Trauma Registry System of a level I trauma center, the medical data were retrieved from 938 preschool-aged children (aged less than seven years), 670 school-aged children (aged 7⁻12 years), and 16,800 adults (aged 20⁻64 years) between 1 January 2009 and 31 December 2016. Two-sided Pearson’s, chi-squared, and Fisher’s exact tests were used to compare categorical data. A one-way analysis of variance (ANOVA) with the Games-Howell post-hoc test was used to assess the differences in continuous variables among different groups of patients. The mortality outcomes of different subgroups were assessed by a multivariable regression model under the adjustment of sex, injury mechanisms, and injury severity. Results: InFsupppjury mechanisms in preschool-aged and school-aged children were remarkably different from that in adults; in preschool-aged children, burns were the most common cause of injury requiring hospitalization (37.4%), followed by falls (35.1%) and being struck by/against objects (11.6%). In school-aged children, injuries were most commonly sustained from falls (47.8%), followed by bicycle accidents (14%) and being struck by/against objects (12.5%). Compared to adults, there was no significant difference of the adjusted mortality of the preschool-aged children (AOR = 0.9; 95% CI 0.38⁻2.12; p = 0.792) but there were lower adjusted odds of mortality of the school-aged children (AOR = 0.4; 95% CI 0.10⁻0.85; p = 0.039). The school-aged children had lower odds of mortality than adults (OR, 0.2; 95% CI, 0.06⁻0.74; p = 0.012), but such lower odds of risk of mortality were not found in preschool-aged children (OR, 0.7; 95% CI, 0.29⁻1.81; p = 0.646). Conclusions: This study suggests that specific types of injuries from different injury mechanisms are predominant among preschool-aged and school-aged children. The school-aged children had lower odds of mortality than adults; nonetheless there was no difference in mortality rates of preschool-aged children than adults, with or without controlling for sex, injury mechanisms and ISS. These results highlight the importance of injury prevention, particularly for preschool-aged children in Southern Taiwan.
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Affiliation(s)
- Shu-Hui Peng
- Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan.
| | - Chun-Ying Huang
- Department of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan.
| | - Shiun-Yuan Hsu
- Department of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan.
| | - Li-Hui Yang
- Department of Nursing, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan.
- Department of Nursing, Meiho University, Pingtung County 91202, Taiwan.
| | - Ching-Hua Hsieh
- Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan.
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Oliver J, Avraham J, Frangos S, Tomita S, DiMaggio C. The epidemiology of inpatient pediatric trauma in United States hospitals 2000 to 2011. J Pediatr Surg 2018; 53:758-764. [PMID: 28506480 PMCID: PMC5662496 DOI: 10.1016/j.jpedsurg.2017.04.014] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Revised: 04/21/2017] [Accepted: 04/22/2017] [Indexed: 02/03/2023]
Abstract
BACKGROUND This study provides important updates to the epidemiology of pediatric trauma in the United States. METHODS Age-specific epidemiologic analysis of the Healthcare Cost and Utilization Project's Nationwide Inpatient Sample, representing 2.4 million pediatric traumatic injury discharges in the US from 2000 to 2011. We present yearly data with overlying loess smoothing lines, proportions of common injuries and surgical procedures, and survey-adjusted logistic regression analysis. RESULTS From 2000 to 2011 there was a 21.7% decline in US pediatric trauma injury inpatient discharges from 273.2 to 213.7 admissions per 100,000. Inpatient case-fatality decreased 5.5% from 1.26% (95% CI 1.05-1.47) to 1.19% (95% CI 1.01-1.38). Severe injuries accounted for 26.5% (se=0.11) of all discharges in 2000 increasing to 31.3% (se=0.13) in 2011. The most common injury mechanism across all age groups was motor vehicle crashes (MVCs), followed by assaults (15-19years), sports (10-14), falls (5-9) and burns (<5). The total injury-related, inflation-adjusted cost was $21.7 billion, increasing 56% during the study period. CONCLUSIONS The overall rate of inpatient pediatric injury discharges across the United States has been declining. While injury severity is increasing in hospitalized patients, case-fatality rates are decreasing. MVCs remain a common source of all pediatric trauma. LEVELS OF EVIDENCE Level III.
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Affiliation(s)
- Jamie Oliver
- New York University School of Medicine, 550 1st Avenue, New York, NY, 10016, United States
| | - Jacob Avraham
- New York University School of Medicine, Department of Surgery, Division of Trauma and Acute Care Surgery, 550 1st Avenue, New York, NY, 10016, United States
| | - Spiros Frangos
- New York University School of Medicine, Department of Surgery, Division of Trauma and Acute Care Surgery, 550 1st Avenue, New York, NY, 10016, United States
| | - Sandra Tomita
- New York University School of Medicine, Department of Pediatric Surgery, 550 1st Avenue, New York, NY, 10016, United States
| | - Charles DiMaggio
- New York University School of Medicine, Department of Surgery, Division of Trauma and Acute Care Surgery, 550 1st Avenue, New York, NY, 10016, United States; New York University School of Medicine, Department of Population Health, 550 1st Avenue, New York, NY, 10016, United States.
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Daugherty J, Miles I, Sarmiento K, Sansone C, Kroshus E, Bethea B. A Description and Evaluation of the Concussion Education Application HEADS UP Rocket Blades. Health Promot Pract 2018; 20:22-30. [PMID: 29597872 DOI: 10.1177/1524839918764670] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Concussions are responsible for numerous emergency department visits and hospitalizations among children annually. However, there remains a great deal of confusion about how to prevent and manage concussions in youth. To teach children aged 6 to 8 years about concussion safety, the Centers for Disease Control and Prevention (CDC) created a mobile gaming application called HEADS UP Rocket Blades. This report introduces the game and presents findings on its evaluation. METHODS The aim of the game is to teach children what a concussion is, its commons signs and symptoms, how to prevent one, and what to do if one occurs. An early version of the game went through two rounds of usability testing with children and parents to obtain initial impressions and make improvements. RESULTS The first round of usability testing focused on the mechanics of the game. Based on feedback from this session, CDC and the developers simplified the messaging and adjusted the game's level of difficulty. The second round focused on the gaming experience. The children indicated that they enjoyed playing, and nearly all were able to relay at least one learning objective. CONCLUSIONS Parents and children rated Rocket Blades as a good learning tool and indicated that they would download it for personal use.
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Affiliation(s)
- Jill Daugherty
- 1 Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Isa Miles
- 2 Banyan Communications, Atlanta, GA, USA
| | - Kelly Sarmiento
- 1 Centers for Disease Control and Prevention, Atlanta, GA, USA
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Mortenson P, Singhal A, Hengel AR, Purtzki J. Impact of Early Follow-Up Intervention on Parent-Reported Postconcussion Pediatric Symptoms: A Feasibility Study. J Head Trauma Rehabil 2018; 31:E23-E32. [PMID: 27022958 DOI: 10.1097/htr.0000000000000223] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVES To investigate the effectiveness and feasibility of early intervention telephone counseling with parents in limiting postconcussion symptoms and impacts on children and youth. SETTING Recruitment occurred postdischarge from one pediatric emergency department. PARTICIPANTS Sixty-six parents of children aged 5 to 16 years with a diagnosis of a concussion injury. DESIGN A pilot, randomized controlled study compared the efficacy of telephone counseling (reviewing symptom management and return to activity with parents at 1 week and 1 month postinjury) with usual care (no formalized follow-up). MAIN MEASURES The Post-Concussion Symptom Inventory and the Family Burden of Injury Interview administered with parents by a blinded therapist at 3 months postinjury. RESULTS No significant difference between the groups at 3 months postinjury in postconcussion symptoms (P = .67) and family stress (P = .647). CONCLUSION The findings suggest that the early counseling intervention strategy trialed herein may not be effective for children and youth who experience significant postconcussion symptoms. Further research is needed to determine whether more intensive and integrated care would better serve children.
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Affiliation(s)
- Patricia Mortenson
- Division of Occupational Therapy, British Columbia Children's Hospital, Vancouver, British Columbia, Canada (Ms Mortenson); Department of Occupational Science and Occupational Therapy (Ms Mortenson), and Division of Physical Medicine and Rehabilitation, GF Strong Rehabilitation Centre (Dr Purtzki), University of British Columbia, British Columbia, Canada; Division of Pediatric Neurosurgery, University of British Columbia, and British Columbia Children's Hospital, Vancouver, British Columbia, Canada (Dr Singhal and Mr Hengel); and Division of Developmental Paediatrics, Department of Paediatrics, University of British Columbia, Sunny Hill Health Centre, and BC Children's Hospital, Vancouver, British Columbia, Canada (Dr Purtzki)
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Guerriero RM, Kuemmerle K, Pepin MJ, Taylor AM, Wolff R, Meehan WP. The Association Between Premorbid Conditions in School-Aged Children With Prolonged Concussion Recovery. J Child Neurol 2018; 33:168-173. [PMID: 29334854 DOI: 10.1177/0883073817749655] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The association between preexisting anxiety, depression, and/or neurodevelopmental disorders and symptom duration among younger children who sustain concussions is not well known. The authors conducted a prospective cohort study of 569 patients presenting to a pediatric neurology clinic with the diagnosis of concussion. The authors measured associations between symptom duration and premorbid conditions, as well as gender, age, mechanism of injury, and other factors. Premorbid conditions were common in both age groups. On univariate modeling female gender, age >12 years, and premorbid conditions were associated with longer symptom duration. On multivariable modeling, females and patients ≤12 years old with a history of headaches, migraines, or a history of psychiatric conditions took significantly longer to recover than those without such conditions. Premorbid conditions are associated with a prolonged recovery from concussion among those patients ≤12 years old.
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Affiliation(s)
- Réjean M Guerriero
- 1 Department of Neurology, Boston Children's Hospital & Harvard Medical School, Boston, MA, USA.,2 Departments of Neurology, Division of Pediatric and Developmental Neurology, Washington University School of Medicine, St. Louis, MO, USA.,3 The Brain Injury Center, Boston Children's Hospital & Harvard Medical School, Boston, MA, USA
| | - Karameh Kuemmerle
- 1 Department of Neurology, Boston Children's Hospital & Harvard Medical School, Boston, MA, USA.,3 The Brain Injury Center, Boston Children's Hospital & Harvard Medical School, Boston, MA, USA
| | - Michael J Pepin
- 4 Department of Pediatrics, Division of Sports Medicine, Boston Children's Hospital & Harvard Medical School, Boston, MA, USA
| | - Alex M Taylor
- 1 Department of Neurology, Boston Children's Hospital & Harvard Medical School, Boston, MA, USA.,3 The Brain Injury Center, Boston Children's Hospital & Harvard Medical School, Boston, MA, USA
| | - Robert Wolff
- 1 Department of Neurology, Boston Children's Hospital & Harvard Medical School, Boston, MA, USA.,3 The Brain Injury Center, Boston Children's Hospital & Harvard Medical School, Boston, MA, USA
| | - William P Meehan
- 3 The Brain Injury Center, Boston Children's Hospital & Harvard Medical School, Boston, MA, USA.,4 Department of Pediatrics, Division of Sports Medicine, Boston Children's Hospital & Harvard Medical School, Boston, MA, USA.,5 Micheli Center for Sports Injury Prevention, Waltham, MA, USA
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Sullivan L, Molcho M. What do coaches want to know about sports-related concussion? A needs assessment study. JOURNAL OF SPORT AND HEALTH SCIENCE 2018; 7:102-108. [PMID: 30356480 PMCID: PMC6180547 DOI: 10.1016/j.jshs.2017.05.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2016] [Revised: 02/01/2017] [Accepted: 03/08/2017] [Indexed: 05/09/2023]
Abstract
PURPOSE This study aims to identify the concussion-related training and education needs of Gaelic Athletic Association (GAA) coaches in Ireland, as well as the preferred method of concussion education delivery. METHODS We used a self-report questionnaire to collect data from a convenience sample of 108 GAA coaches in Ireland. Data were captured on (1) informational needs and desires, (2) preferred methods of delivery, and (3) concussion practices and procedures. Questionnaires were completed electronically from June 3rd-September 29th, 2015. RESULTS Coaches indicated that they were most interested in receiving information about the (1) signs and symptoms of concussion, (2) assessment of concussion, and (3) return-to-play guidelines. Over two-thirds of participants indicated that in-person training would be the most effective mode of delivery of concussion education for this population. Additionally, only 10% coaches reported that before the start of the season they talked to their athletes about concussion management and safety, and this was more common among coaches who reported being formally educated about concussion. CONCLUSION Our findings reveal a disconnect between the concussion education needs and the education that is currently provided to GAA coaches, in terms of content and delivery modality. Our results suggest a need for a multifaceted approach to concussion education, tailored to the needs and learning preferences of the target population.
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Affiliation(s)
- Lindsay Sullivan
- School of Health Sciences, Discipline of Health Promotion, NUI Galway, Galway, Ireland
| | - Michal Molcho
- School of Arts, Social Sciences, and Celtic Studies, Children's Studies Programme, NUI Galway, Galway, Ireland
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40
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Stuttering as a Symptom of Concussion: Confirmation of Association Using Nontraditional Information Sources. Pediatr Emerg Care 2017; 33:e137-e139. [PMID: 29095783 DOI: 10.1097/pec.0000000000001326] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE A 12-year-old girl presented to our pediatric emergency department after a head injury with symptoms of concussion and acute stuttering. A PubMed search identified only 1 similar pediatric case. We investigated whether new-onset stuttering may be seen in the presence of acute concussive symptoms using an infodemiologic approach. METHODS We conducted a search with a metabrowser search engine (www.dogpile.com) using the free-text words "concussion" and "stuttering." The first 100 hits were scanned specifically for forum posts, extracting reports of concussions that were followed by new-onset stuttering. Duplicates were minimized by cross-referencing user name, location, date, and reported age and sex. RESULTS Of the first 100 hits, we identified 17 unique posts that described an injury leading to a concussion followed within a short interval by new-onset stuttering. Posts were primarily by the affected individual (76%) and 64% involved female individuals. Sports and falls/injury accounted for most injuries (71%). Forty-one percent of posts explicitly stated that the concussion had been formally diagnosed. For those that reported the timing of stuttering onset (47%), the stuttering was documented within 1 hour of the injury (4/8) or between 1 and 24 hours (4/8). CONCLUSIONS The ease with which we found so many reports of stuttering after head injury with concussive symptoms confirms that new-onset stuttering may be a symptom of concussion. Our experience highlights both a failure of using conventional medical literature and a success of using nontraditional information sources in identifying uncommonly associated symptoms of frequently encountered conditions.
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Kroshus E, Gillard D, Haarbauer-Krupa J, Goldman RE, Bickham DS. Talking with young children about concussions: an exploratory study. Child Care Health Dev 2017; 43:758-767. [PMID: 28019016 PMCID: PMC6029694 DOI: 10.1111/cch.12433] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Accepted: 11/12/2016] [Indexed: 11/29/2022]
Abstract
BACKGROUND Concussion education for children early in their participation in organized sport may help shape lasting attitudes about concussion safety. However, existing programming and research focus on older ages. METHODS Qualitative interviews about concussions were conducted with twenty children between the ages of six and eight. Structural, descriptive and pattern coding were used to organize the transcribed interviews and identify emergent themes. RESULTS Eighteen of the participants indicated that they had heard of the word concussion, with 12 describing the injury as related to the brain or head. The most frequently described mechanisms of injury were impacts to the head or falls, and symptoms tended to be somatic, such as generalized pain. The most frequently endorsed strategy to avoid sustaining a concussion was to 'follow the rules.' Multiple participants referenced parents as an informal source of information about concussions. CONCLUSIONS While most participants demonstrated some awareness about concussions, there were clear knowledge gaps that can be addressed with developmentally appropriate concussion education programming. Consistent with their developmental stage, interventions targeted at children in this age range may be most successful if they use basic logic, concrete ideas, provide rules to be followed and engage parents in dissemination.
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Affiliation(s)
- E. Kroshus
- University of Washington, Department of Pediatrics, Seattle Children’s Research Institute, Center for Child Health, Behavior and Development, Seattle, WA, USA
| | - D. Gillard
- Medical Student, University of California, San Diego School of Medicine, La Jolla, CA, USA
| | - J. Haarbauer-Krupa
- Health Scientist, Division of Unintentional Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - R. E. Goldman
- Alpert Medical School of Brown University, Department of Family Medicine, Brown University Center for Primary Care and Prevention, Pawtucket, RI, USA
| | - D. S. Bickham
- Research Scientist, Boston Children’s Hospital, Center for Media and Child Health, Boston, MA, USA
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Abstract
AbstractObjectives: To summarize the clinical characteristics and outcomes of pediatric sports-related concussion (SRC) patients who were evaluated and managed at a multidisciplinary pediatric concussion program and examine the healthcare resources and personnel required to meet the needs of this patient population. Methods: We conducted a retrospective review of all pediatric SRC patients referred to the Pan Am Concussion Program from September 1st, 2013 to May 25th, 2015. Initial assessments and diagnoses were carried out by a single neurosurgeon. Return-to-Play decision-making was carried out by the multidisciplinary team. Results: 604 patients, including 423 pediatric SRC patients were evaluated at the Pan Am Concussion Program during the study period. The mean age of study patients was 14.30 years (SD: 2.32, range 7-19 years); 252 (59.57%) were males. Hockey (182; 43.03%) and soccer (60; 14.18%) were the most commonly played sports at the time of injury. Overall, 294 (69.50%) of SRC patients met the clinical criteria for concussion recovery, while 75 (17.73%) were lost to follow-up, and 53 (12.53%) remained in active treatment at the end of the study period. The median duration of symptoms among the 261 acute SRC patients with complete follow-up was 23 days (IQR: 15, 36). Overall, 25.30% of pediatric SRC patients underwent at least one diagnostic imaging test and 32.62% received referral to another member of our multidisciplinary clinical team. Conclusion: Comprehensive care of pediatric SRC patients requires access to appropriate diagnostic resources and the multidisciplinary collaboration of experts with national and provincially-recognized training in TBI.
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43
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Little CE, Emery C, Scott SH, Meeuwisse W, Palacios-Derflingher L, Dukelow SP. Do children and adolescent ice hockey players with and without a history of concussion differ in robotic testing of sensory, motor and cognitive function? J Neuroeng Rehabil 2016; 13:89. [PMID: 27729040 PMCID: PMC5059996 DOI: 10.1186/s12984-016-0195-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2016] [Accepted: 09/22/2016] [Indexed: 11/30/2022] Open
Abstract
Background KINARM end point robotic testing on a range of tasks evaluating sensory, motor and cognitive function in children/adolescents with no neurologic impairment has been shown to be reliable. The objective of this study was to determine whether differences in baseline performance on multiple robotic tasks could be identified between pediatric/adolescent ice hockey players (age range 10–14) with and without a history of concussion. Methods Three hundred and eighty-five pediatric/adolescent ice hockey players (ages 10–14) completed robotic testing (94 with and 292 without a history of concussion). Five robotic tasks characterized sensorimotor and/or cognitive performance with assessment of reaching, position sense, bimanual motor function, visuospatial skills, attention and decision-making. Seventy-six performance parameters are reported across all tasks. Results There were no significant differences in performance demonstrated between children with a history of concussion [median number of days since last concussion: 480 (range 8–3330)] and those without across all five tasks. Performance by the children with no history of concussion was used to identify parameter reference ranges that spanned 95 % of the group. All 76 parameter means from the concussion group fell within the normative reference ranges. Conclusions There are no differences in sensorimotor and/or cognitive performance across multiple parameters using KINARM end point robotic testing in children/adolescents with or without a history of concussion.
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Affiliation(s)
- C Elaine Little
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada.
| | - Carolyn Emery
- Faculty of Kinesiology and Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Stephen H Scott
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada
| | - Willem Meeuwisse
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
| | - Luz Palacios-Derflingher
- Faculty of Kinesiology, Cumming School of Medicine, and Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Sean P Dukelow
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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Holmes L, Tworig J, Casini J, Morgan I, O'Brien K, Oceanic P, Dabney K. Implication of Socio-Demographics on Cognitive-Related Symptoms in Sports Concussion Among Children. SPORTS MEDICINE-OPEN 2016; 2:38. [PMID: 27747794 PMCID: PMC5023651 DOI: 10.1186/s40798-016-0058-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Accepted: 08/03/2016] [Indexed: 12/02/2022]
Abstract
Background Sports-related concussion remains a public health challenge due to its morbidity and mortality. One of the consequences of concussion is cognitive impairment (CI) and cognitive-related symptoms (CRS) which determine, to some extent, physical and behavioral functioning of children who sustain concussion. Despite the high prevalence of CI and CRS associated with concussion, the risk factors are not fully understood. We aimed to characterize CRS and to examine its relationship with race, ethnicity, age, insurance, and sex in a pediatric population. Methods A retrospective cohort (case-only) design was used to assess CRS prevalence and its relationship with race and sex using a pediatric hospital’s electronic medical records. A consecutive sample was used with 1429 cases between 2007 and 2014. Study characteristics were examined using chi-square and log binomial regression for hypothesis-specific testing. Results Of the 1429 cases, 872 (61.0 %) were boys and 557 (39.0 %) were girls. The racial distribution indicated 1146 (80.2 %) Whites, 170 (11.9 %) Blacks/African Americans, and 113 (7.9 %) others. The prevalence of CRS was 78.0 %. Whereas boys had sustained more concussions, girls were more likely to present with CRS; prevalence risk ratio = 1.07, 95 % CI 1.01–1.13, p = 0.02. The crude analysis indicated no racial disparities in CRS prevalence, but the multivariable analysis did, comparing White to Black/African American children; adjusted prevalence risk ratio (aPRR) = 1.77, 99 % CI 1.02–3.08, p = 0.008. Conclusions Racial disparities exist in CRS among children with sports-related concussion, and Black/African American children are more likely, relative to Whites, to suffer CRS. Due to uncertainty in causal inference, we caution the interpretation and application of these data in risk-adapted concussion prevention.
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Affiliation(s)
- Laurens Holmes
- Nemours/Alfred I. DuPont Hospital for Children, Office of Health Equity and Inclusion, P.O. Box 269, Wilmington, DE, 19803, USA. .,University of Delaware, Newark, DE, 19716, USA.
| | | | | | - Isabel Morgan
- Nemours/Alfred I. DuPont Hospital for Children, Office of Health Equity and Inclusion, P.O. Box 269, Wilmington, DE, 19803, USA.,Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, USA
| | - Kathleen O'Brien
- Orthopedic Department, Nemours/A. I. duPont Hospital for Children, Wilmington, DE, 19803, USA
| | - Patricia Oceanic
- Nemours/Alfred I. DuPont Hospital for Children, Office of Health Equity and Inclusion, P.O. Box 269, Wilmington, DE, 19803, USA
| | - Kirk Dabney
- Nemours/Alfred I. DuPont Hospital for Children, Office of Health Equity and Inclusion, P.O. Box 269, Wilmington, DE, 19803, USA.,Orthopedic Department, Nemours/A. I. duPont Hospital for Children, Wilmington, DE, 19803, USA
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Arbogast KB, Curry AE, Pfeiffer MR, Zonfrillo MR, Haarbauer-Krupa J, Breiding MJ, Coronado VG, Master CL. Point of Health Care Entry for Youth With Concussion Within a Large Pediatric Care Network. JAMA Pediatr 2016; 170:e160294. [PMID: 27244368 PMCID: PMC6025897 DOI: 10.1001/jamapediatrics.2016.0294] [Citation(s) in RCA: 228] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
IMPORTANCE Previous epidemiologic research on concussions has primarily been limited to patient populations presenting to sport concussion clinics or to emergency departments (EDs) and to those high school age or older. By examining concussion visits across an entire pediatric health care network, a better estimate of the scope of the problem can be obtained. OBJECTIVE To comprehensively describe point of entry for children with concussion, overall and by relevant factors including age, sex, race/ethnicity, and payor, to quantify where children initially seek care for this injury. DESIGN, SETTING, AND PARTICIPANTS In this descriptive epidemiologic study, data were collected from primary care, specialty care, ED, urgent care, and inpatient settings. The initial concussion-related visit was selected and variation in the initial health care location (primary care, specialty care, ED, or hospital) was examined in relation to relevant variables. All patients aged 0 to 17 years who received their primary care from The Children's Hospital of Philadelphia's (CHOP) network and had 1 or more in-person clinical visits for concussion in the CHOP unified electronic health record (EHR) system (July 1, 2010, to June 30, 2014) were selected. MAIN OUTCOMES AND MEASURES Frequency of initial concussion visits at each type of health care location. Concussion visits in the EHR were defined based on International Classification of Diseases, Ninth Revision, Clinical Modification diagnosis codes indicative of concussion. RESULTS A total of 8083 patients were included (median age, 13 years; interquartile range, 10-15 years). Overall, 81.9% (95% CI, 81.1%-82.8%; n = 6624) had their first visit at CHOP within primary care, 5.2% (95% CI, 4.7%-5.7%; n = 418) within specialty care, and 11.7% (95% CI, 11.0%-12.4%; n = 947) within the ED. Health care entry varied by age: 52% (191/368) of children aged 0 to 4 years entered CHOP via the ED, whereas more than three-quarters of those aged 5 to 17 years entered via primary care (5-11 years: 1995/2492; 12-14 years: 2415/2820; and 15-17 years: 2056/2403). Insurance status also influenced the pattern of health care use, with more Medicaid patients using the ED for concussion care (478/1290 Medicaid patients [37%] used the ED vs 435/6652 private patients [7%] and 34/141 self-pay patients [24%]). CONCLUSIONS AND RELEVANCE The findings suggest estimates of concussion incidence based solely on ED visits underestimate the burden of injury, highlight the importance of the primary care setting in concussion care management, and demonstrate the potential for EHR systems to advance research in this area.
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Affiliation(s)
- Kristy B. Arbogast
- Center for Injury Research and Prevention, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania2University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Allison E. Curry
- Center for Injury Research and Prevention, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Melissa R. Pfeiffer
- Center for Injury Research and Prevention, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Mark R. Zonfrillo
- Center for Injury Research and Prevention, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania2University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Juliet Haarbauer-Krupa
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Matthew J. Breiding
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Victor G. Coronado
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Christina L. Master
- University of Pennsylvania Perelman School of Medicine, Philadelphia4Sports Medicine and Performance Center, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
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Alsalaheen B, Haines J, Yorke A, Diebold J. King-Devick Test reference values and associations with balance measures in high school American football players. Scand J Med Sci Sports 2015; 26:235-9. [PMID: 26648587 DOI: 10.1111/sms.12628] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/28/2015] [Indexed: 11/30/2022]
Abstract
The King-Devick test appears to be a promising tool in screening for concussions. However, limited evidence exists on the baseline associations between the K-D test and age and baseline screening tools used after concussion. Additionally, there are no published reference values for the K-D test in high school football players. The K-D test, the Balance Error Scoring System, and the Limits of Stability (LOS) test were administered to 157 high school football players. Additionally, a subsample of 62 participants completed the test twice to examine the reliability of K-D test. There was no relationship between the K-D test and the BESS, or the reaction time and directional control of LOS test. Students aged between 16 and 18 years demonstrated faster K-D test performance compared to students between 13 and 15 years of age. However, there was no association between K-D test and history of concussion. The reliability of the K-D test was (ICC2,1 = 0.89), and the minimal detectable change was 6.10 s. Normative reference values for high school football players are presented in this study.
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Affiliation(s)
- B. Alsalaheen
- Department of Physical Therapy; University of Michigan-Flint; Flint MI USA
| | - J. Haines
- Department of Physical Therapy; University of Michigan-Flint; Flint MI USA
| | - A. Yorke
- Department of Physical Therapy; University of Michigan-Flint; Flint MI USA
| | - J. Diebold
- Department of Physical Therapy; University of Michigan-Flint; Flint MI USA
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Ellis MJ, Ritchie LJ, Koltek M, Hosain S, Cordingley D, Chu S, Selci E, Leiter J, Russell K. Psychiatric outcomes after pediatric sports-related concussion. J Neurosurg Pediatr 2015; 16:709-18. [PMID: 26359916 DOI: 10.3171/2015.5.peds15220] [Citation(s) in RCA: 136] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECT The objectives of this study were twofold: (1) to examine the prevalence of emotional symptoms among children and adolescents with a sports-related concussion (SRC) who were referred to a multidisciplinary pediatric concussion program and (2) to examine the prevalence, clinical features, risk factors, and management of postinjury psychiatric outcomes among those in this clinical population. METHODS The authors conducted a retrospective chart review of all patients with SRC referred to a multidisciplinary pediatric concussion program between September 2013 and October 2014. Clinical assessments carried out by a single neurosurgeon included clinical history, physical examination, and Post-Concussion Symptom Scale (PCSS) scoring. Postinjury psychiatric outcomes were defined as a subjective worsening of symptoms of a preinjury psychiatric disorder or new and isolated suicidal ideation or diagnosis of a novel psychiatric disorder (NPD). An NPD was defined as a newly diagnosed psychiatric disorder that occurred in a patient with or without a lifetime preinjury psychiatric disorder after a concussion. Clinical resources, therapeutic interventions, and clinical and return-to-play outcomes are summarized. RESULTS One hundred seventy-four patients (mean age 14.2 years, 61.5% male) were included in the study. At least 1 emotional symptom was reported in 49.4% of the patients, and the median emotional PCSS subscore was 4 (interquartile range 1-8) among those who reported at least 1 emotional symptom. Overall, 20 (11.5%) of the patients met the study criteria for a postinjury psychiatric outcome, including 14 patients with an NPD, 2 patients with isolated suicidal ideation, and 4 patients with worsening symptoms of a preinjury psychiatric disorder. Female sex, a higher initial PCSS score, a higher emotional PCSS subscore, presence of a preinjury psychiatric history, and presence of a family history of psychiatric illness were significantly associated with postinjury psychiatric outcomes. Interventions for patients with postinjury psychiatric outcomes included pharmacological therapy alone in 2 patients (10%), cognitive behavioral therapy alone in 4 (20%), multimodal therapy in 9 (45%), and no treatment in 5 (25%). Overall, 5 (25%) of the patients with postinjury psychiatric disorders were medically cleared to return to full sports participation, whereas 5 (25%) were lost to follow-up and 9 (45%) remained in treatment by the multidisciplinary concussion program at the end of the study period. One patient who was asymptomatic at the time of initial consultation committed suicide. CONCLUSIONS Emotional symptoms were commonly reported among pediatric patients with SRC referred to a multidisciplinary pediatric concussion program. In some cases, these symptoms contributed to the development of an NPD, isolated suicidal ideation, and worsening symptoms of a preexisting psychiatric disorder. Future research is needed to clarify the prevalence, pathophysiology, risk factors, and evidence-based management of postinjury psychiatric outcomes after pediatric SRC. Successful management of these patients requires prompt recognition and multidisciplinary care by experts with clinical training and experience in concussion and psychiatry.
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Affiliation(s)
- Michael J Ellis
- Departments of 1 Surgery.,Pediatrics and Child Health.,Section of Neurosurgery, University of Manitoba;,Pan Am Concussion Program;,Childrens Hospital Research Institute of Manitoba; and.,Canada North Concussion Network, Winnipeg, Manitoba, Canada
| | - Lesley J Ritchie
- Clinical Health Psychology, and.,Pan Am Concussion Program;,Canada North Concussion Network, Winnipeg, Manitoba, Canada
| | - Mark Koltek
- Psychiatry, and.,Pan Am Concussion Program;,Canada North Concussion Network, Winnipeg, Manitoba, Canada
| | - Shahid Hosain
- Psychiatry, and.,Pan Am Concussion Program;,Canada North Concussion Network, Winnipeg, Manitoba, Canada
| | - Dean Cordingley
- Pan Am Concussion Program;,Canada North Concussion Network, Winnipeg, Manitoba, Canada
| | - Stephanie Chu
- Pediatrics and Child Health.,Childrens Hospital Research Institute of Manitoba; and.,Canada North Concussion Network, Winnipeg, Manitoba, Canada
| | - Erin Selci
- Pediatrics and Child Health.,Childrens Hospital Research Institute of Manitoba; and.,Canada North Concussion Network, Winnipeg, Manitoba, Canada
| | - Jeff Leiter
- Departments of 1 Surgery.,Pan Am Concussion Program;,Canada North Concussion Network, Winnipeg, Manitoba, Canada
| | - Kelly Russell
- Pediatrics and Child Health.,Childrens Hospital Research Institute of Manitoba; and.,Canada North Concussion Network, Winnipeg, Manitoba, Canada
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Little CE, Emery C, Black A, Scott SH, Meeuwisse W, Nettel-Aguirre A, Benson B, Dukelow S. Test-retest reliability of KINARM robot sensorimotor and cognitive assessment: in pediatric ice hockey players. J Neuroeng Rehabil 2015; 12:78. [PMID: 26341424 PMCID: PMC4560901 DOI: 10.1186/s12984-015-0070-0] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 08/27/2015] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Better diagnostic and prognostic tools are needed to address issues related to early diagnosis and management of concussion across the continuum of aging but particularly in children and adolescents. The purpose of the current study was to evaluate the reliability of robotic technology (KINARM robot) assessments of reaching, position sense, bimanual motor function, visuospatial skills, attention and decision making in youth ice hockey players (ages 10-14). METHODS Thirty-four male children attended two testing days, one week apart. On day one, each subject completed five tasks on the robot with two examiners (alternating examiner sequence); the 2(nd) examiner followed the same procedure as the 1(st) immediately afterwards. One consistent examiner tested subjects one week later. This is a test-retest reliability study. The robotic tasks characterize sensorimotor and/or cognitive performance; 63 parameters from 5 tasks are reported. Session 1 was the 1(st) time the subject performed the 5 tasks, session 2 the 2(nd) time on day 1, and session 3 one week following. RESULTS Intra-class correlation coefficients ranged from 0.06 to 0.91 and 0.09 to 0.90 for session 1 to 2 and 2 to 3, respectively. Bland-Altman plots showed agreement in a majority of the parameters and a learning effect in 25 % and 24 % of parameters in session 1 vs 2 and 1 vs 3, respectively but none for session 2 vs 3. Of those that showed a learning effect, only 8 % of parameters in session 1 vs 2 and 10 % in session 1 vs 3 had a clinical relevance measure ≥ 0.8. CONCLUSIONS The relative homogeneity of the sample and the effect of learning seen in some of the task parameters appears to have negatively impacted the intra-class correlation coefficients from session 1 to 2, with less impact for 2 to 3. The Bland-Altman analysis supports good absolute reliability in healthy male children with no neurological impairment ranging in age from 10 to 14. The clinically relevant learning effect seen, in a small number of parameters could be addressed by creating a learning effect adjustment factor and/or implementing a practice session, which would eliminate the learning effect.
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Affiliation(s)
- C Elaine Little
- Department of Kinesiology, University of Calgary, Calgary, Alberta, Canada.
| | - Carolyn Emery
- Department of Kinesiology, University of Calgary, Calgary, Alberta, Canada.
| | - Amanda Black
- Department of Kinesiology, University of Calgary, Calgary, Alberta, Canada.
| | - Stephen H Scott
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada.
| | - Willem Meeuwisse
- Department of Kinesiology, University of Calgary, Calgary, Alberta, Canada.
| | - Alberto Nettel-Aguirre
- Departments of Pediatrics & Community Health Sciences, Alberta Children's Hospital, University of Calgary, Calgary, Alberta, Canada.
| | - Brian Benson
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.
| | - Sean Dukelow
- Department of Clinical Neurosciences, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.
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Ellis MJ, Cordingley D, Vis S, Reimer K, Leiter J, Russell K. Vestibulo-ocular dysfunction in pediatric sports-related concussion. J Neurosurg Pediatr 2015; 16:248-55. [PMID: 26031619 DOI: 10.3171/2015.1.peds14524] [Citation(s) in RCA: 121] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECT The objective of this study was 2-fold: 1) to examine the prevalence of vestibulo-ocular dysfunction (VOD) among children and adolescents with acute sports-related concussion (SRC) and postconcussion syndrome (PCS) who were referred to a multidisciplinary pediatric concussion program; and 2) to determine if VOD is associated with the development of PCS in this cohort. METHODS The authors conducted a retrospective review of all patients with acute SRC (presenting 30 days or less postinjury) and PCS (3 or more symptoms for at least 1 month) referred to a multidisciplinary pediatric concussion program between September 2013 and July 2014. Initial assessment included clinical history, physical examination, and Post-Concussion Symptom Scale assessment. Patients were also assessed for VOD, which was defined as more than one subjective vestibular and oculomotor complaint (dizziness, blurred vision, and so on) and more than one objective physical examination finding (abnormal smooth pursuits, saccades, vestibulo-ocular reflex, and so on). This study was approved by the local institutional ethics review board. RESULTS A total of 101 patients (mean age 14.2 years, SD 2.3 years; 63 male and 38 female patients) participated, including 77 (76.2%) with acute SRC and 24 (23.8%) with PCS. Twenty-two of the 77 patients (28.6%) with acute SRC and 15 of the 24 (62.5%) with PCS met the clinical criteria for VOD. The median duration of symptoms was 40 days (interquartile range [IQR] 28.5-54 days) for patients with acute SRC who had VOD compared with 21 days (IQR 13-32 days) for those without VOD (p = 0.0001). There was a statistically significant increase in the adjusted odds of developing PCS among patients with acute SRC who had VOD compared with those without VOD (adjusted OR 4.10; 95% CI 1.04-16.16). CONCLUSIONS Evidence of VOD was detected in a significant proportion of children and adolescents with acute SRC and PCS who were referred to a multidisciplinary pediatric concussion program. This clinical feature was a significant risk factor for the subsequent development of PCS in this pediatric acute SRC cohort.
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Affiliation(s)
- Michael J Ellis
- Departments of 1 Surgery and.,Pediatrics and Child Health and.,Section of Neurosurgery, University of Manitoba.,Pan Am Clinic, and.,Children's Hospital Research Institute of Manitoba, Canada North Concussion Network, Winnipeg, Manitoba, Canada
| | | | | | | | - Jeff Leiter
- Departments of 1 Surgery and.,Pan Am Clinic, and
| | - Kelly Russell
- Pediatrics and Child Health and.,Children's Hospital Research Institute of Manitoba, Canada North Concussion Network, Winnipeg, Manitoba, Canada
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Gilliland J, Clark AF, Kobrzynski M, Filler G. Convenience Sampling of Children Presenting to Hospital-Based Outpatient Clinics to Estimate Childhood Obesity Levels in Local Surroundings. Am J Public Health 2015; 105:1332-5. [PMID: 25973810 DOI: 10.2105/ajph.2015.302622] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Childhood obesity is a critical public health matter associated with numerous pediatric comorbidities. Local-level data are required to monitor obesity and to help administer prevention efforts when and where they are most needed. We hypothesized that samples of children visiting hospital clinics could provide representative local population estimates of childhood obesity using data from 2007 to 2013. Such data might provide more accurate, timely, and cost-effective obesity estimates than national surveys. Results revealed that our hospital-based sample could not serve as a population surrogate. Further research is needed to confirm this finding.
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Affiliation(s)
- Jason Gilliland
- Jason Gilliland is with the Human Environments Analysis Laboratory and with Geography, Paediatrics, and Health Studies, University of Western Ontario, London. Andrew F. Clark is with the Human Environments Analysis Laboratory, University of Western Ontario. Marta Kobrzynski and Guido Filler are with the Department of Paediatrics, University of Western Ontario
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