TY - JOUR
T1 - Factors Influencing Time to Return to Learn Among NCAA Student-Athletes Enrolled in the Concussion Assessment, Research, and Education (CARE) Study
AU - CARE Consortium Investigators
AU - Memmini, Allyssa K.
AU - Snedden, Traci R.
AU - Boltz, Adrian J.
AU - Benson, Benjamin A.
AU - Margolin, Eric
AU - Pasquina, Paul F.
AU - McAllister, Thomas W.
AU - McCrea, Michael A.
AU - Broglio, Steven P.
AU - Morath, Bethany
AU - Felix, Will
AU - Collins, Christy
AU - Baker, Melissa
AU - Byrne, Bianca
AU - Brinck, Vibeke
AU - Jarrett, Michael
AU - McEachern, Melissa
AU - L’Heureux, Nicole
AU - Rettmann, Ashley
AU - Menser, Michael
AU - Matesan, Janetta
AU - Harl, Jody
AU - Miles, Christopher
AU - Lintner, Laura
AU - Rowson, Steven
AU - Brooks, Alison
AU - Kontos, Anthony
AU - Mihalik, Jason
AU - Eckner, James
AU - Feigenbaum, Luis
AU - Clugston, James
AU - Kaminski, Thomas
AU - Buckley, Thomas
AU - Benjamin, Holly
AU - Goldman, Joshua
AU - Susmarski, Adam
AU - Cameron, Kenneth
AU - McGinty, Gerald
AU - D’Lauro, Christopher
AU - O’Donnell, Patrick
AU - Master, Christina
AU - McDevitt, Jane
AU - Langford, Dianne
AU - Chrisman, Sara
AU - Port, Nicholas
AU - Miles, Jessica
AU - Ortega, Justus
AU - Kelly, Louise
AU - Hoy, April
N1 - Publisher Copyright:
© This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2024.
PY - 2024/7
Y1 - 2024/7
N2 - Purpose: The aim was to describe the demographic and post-injury factors that influence time to return to learn (RTL) among student-athletes enrolled in the Concussion Assessment, Research and Education (CARE) Consortium. Methods: A total of 47,860 student-athletes enrolled in the National Collegiate Athletic Association-Department of Defense (NCAA-DoD) CARE Consortium study from 2014 to 2020, with 1485 sport-related concussions (SRCs) analyzed in the present dataset. Demographic and post-injury characteristics were calculated using descriptive statistics, followed by Kaplan–Meier estimates to examine median time to return to normal academic performance (i.e., RTL) by sex (male, female), baseline psychiatric conditions (depression, anxiety) and/or learning disorder, NCAA division (I, II, III), SRC history (0, 1, 2, 3+), NCAA sport category (contact, limited contact, non-contact sport), and median difference in baseline/post-injury symptom severity scores (< 21, ≥ 21). Further, a multivariable zero-inflated negative binomial (ZINB) regression model was used to examine their association with RTL. Results: Overall, time to RTL (mean = 4.96 ± 8.24 days, median = 3.0 [interquartile range = 0.0, 6.0] days) was found to be influenced by several factors resulting in earlier trajectories. Notably, nearly 25% of the sample demonstrated immediate RTL (i.e., 0 days). Among student-athletes who did not immediately RTL, males demonstrated a decreased rate in RTL (rate = 0.79; 95% CI 0.66–0.96) compared to females. Further, student-athletes with a ≥ 21 change in symptom severity score (post-injury baseline) demonstrated a higher rate of RTL (rate = 1.47; 95% CI 1.21–1.79) compared to student-athletes with a symptom severity change score < 21. Lastly, male student-athletes demonstrated two times higher odds (odds ratio = 1.95; 95% CI 1.02–3.73) of immediate RTL compared to female student-athletes. No other covariates were associated with time to RTL. Conclusion: Collectively, the present findings suggest a rapid return to the classroom following concussion. Specifically, males demonstrated higher odds of time to RTL, whereas those with greater differences in symptom severity resulted in a higher rate of time to RTL among those who did not immediately RTL. Ultimately, these findings support prior work emphasizing an individualized approach to SRC management.
AB - Purpose: The aim was to describe the demographic and post-injury factors that influence time to return to learn (RTL) among student-athletes enrolled in the Concussion Assessment, Research and Education (CARE) Consortium. Methods: A total of 47,860 student-athletes enrolled in the National Collegiate Athletic Association-Department of Defense (NCAA-DoD) CARE Consortium study from 2014 to 2020, with 1485 sport-related concussions (SRCs) analyzed in the present dataset. Demographic and post-injury characteristics were calculated using descriptive statistics, followed by Kaplan–Meier estimates to examine median time to return to normal academic performance (i.e., RTL) by sex (male, female), baseline psychiatric conditions (depression, anxiety) and/or learning disorder, NCAA division (I, II, III), SRC history (0, 1, 2, 3+), NCAA sport category (contact, limited contact, non-contact sport), and median difference in baseline/post-injury symptom severity scores (< 21, ≥ 21). Further, a multivariable zero-inflated negative binomial (ZINB) regression model was used to examine their association with RTL. Results: Overall, time to RTL (mean = 4.96 ± 8.24 days, median = 3.0 [interquartile range = 0.0, 6.0] days) was found to be influenced by several factors resulting in earlier trajectories. Notably, nearly 25% of the sample demonstrated immediate RTL (i.e., 0 days). Among student-athletes who did not immediately RTL, males demonstrated a decreased rate in RTL (rate = 0.79; 95% CI 0.66–0.96) compared to females. Further, student-athletes with a ≥ 21 change in symptom severity score (post-injury baseline) demonstrated a higher rate of RTL (rate = 1.47; 95% CI 1.21–1.79) compared to student-athletes with a symptom severity change score < 21. Lastly, male student-athletes demonstrated two times higher odds (odds ratio = 1.95; 95% CI 1.02–3.73) of immediate RTL compared to female student-athletes. No other covariates were associated with time to RTL. Conclusion: Collectively, the present findings suggest a rapid return to the classroom following concussion. Specifically, males demonstrated higher odds of time to RTL, whereas those with greater differences in symptom severity resulted in a higher rate of time to RTL among those who did not immediately RTL. Ultimately, these findings support prior work emphasizing an individualized approach to SRC management.
UR - http://www.scopus.com/inward/record.url?scp=85185943043&partnerID=8YFLogxK
U2 - 10.1007/s40279-024-01999-1
DO - 10.1007/s40279-024-01999-1
M3 - Article
AN - SCOPUS:85185943043
SN - 0112-1642
VL - 54
SP - 1965
EP - 1977
JO - Sports Medicine
JF - Sports Medicine
IS - 7
ER -