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Updated: May 5, 2026

An Investigation of the Effects of Sports-related Concussion in Youth Using Functional Magnetic Resonance Imaging and the Head Impact Telemetry System
Published on: January 12, 2011
Tiempo de Reacción Preparticipación y Riesgo de Conmoción Cerebral en Jugadoras de Fútbol de Escuela Secundaria
Katherine L Smulligan1, Landon B Lempke2, Rebekah C Mannix3
1Division of Sports Medicine, Boston Children's Hospital, Boston, MA, USA.
Objective:
To investigate whether slower reaction time (RT) was associated with higher concussion odds among middle school female soccer players.
Study Design:
We performed a retrospective cohort study, analyzing pre-participation computerized neurocognitive data (Immediate Postconcussion and Cognitive Testing [ImPACT]) for 10-14-year-old female soccer players. We compared composite RT scores between those who did/did not sustain a concussion during the following year using Welch's t-test. We used binary logistic regression to determine the association between RT and subsequent concussion, adjusting for covariates.
Results:
A cohort of 2489 female soccer players were included (mean age=13.2±1.0 years; 12% with prior concussion). Of these, 226 (9.1%) athletes sustained a concussion. On univariable analysis, those who sustained a subsequent concussion demonstrated faster RT than those who did not (633.8 ± 87.2 vs 649.3 ± 90.1 milliseconds; Cohen's d=0.17). After covariate adjustment, slower RT was associated with lower subsequent concussion odds (OR=0.997, 95%CI: 0.996-0.999). Prior concussion was significantly associated with subsequent concussion (OR=2.48, 95%CI: 1.73-3.52).
Conclusions:
Contrary to our hypothesis, slower pre-participation RT was associated with lower odds of concussion, with a 3% decrease in concussion odds for every 10-millisecond RT increase. Prior concussion was the strongest predictor of subsequent concussion, consistent with past work.
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