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April 1, 2026Sports0 citationsOpen Access

Concussion Symptoms Scale and the Association with Temperature, Equipment, and Play Duration in Non-Concussed Football Players

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RMRachel MatthewsAVAnkur VermaDCDerek Calvert

Key Points

  • The research aims to explore concussion-like symptoms in non-concussed football players and their association with play variables.
  • NCAA Division I football players without diagnosed concussion completed C3 Logix symptom scales after practice for one week.
  • Wet bulb globe temperature, play duration, equipment, and location were recorded during practice sessions.
  • Mixed models were used to analyze how day, temperature, equipment, location, and play duration influenced symptom scores.
  • The most reported symptoms included fatigue (27.6%), neck pain (16.8%), and headache (12.8%).
  • Total symptom scores were higher early in the week and decreased as the week progressed (p < 0.01).
  • No significant effects were found for play duration, WBGT, equipment, or location on symptom scores.

Abstract

Background: Symptom scales are routinely used in sport during concussion screening and return-to-play. Limited research has explored the presence of concussion symptoms in the absence of a diagnosed concussion. This study analyzed concussion symptom scores in concussed vs. non-concussed football players after football activities and evaluated the effect of field of play variables. Methods: NCAA Division I football players with (n = 9) and without (n = 30) diagnosed concussion completed concussion symptom scales (C3 Logix) following practice for 1 week. Wet bulb globe temperature (WBGT), play duration, equipment, and location (inside/outside) were recorded. Mixed models analyzed the effect of day, WBGT, equipment, location, and play duration on concussion-like symptoms in non-concussed players and determined the time course of symptom relief in concussed players. Results: Fatigue or low energy (27.6%), neck pain (16.8%), feeling slowed down (14.8%), and headache (12.8%) were most reported. In non-concussed players, total symptoms scores were higher early in the week (Monday/Tuesday) and decreased throughout the week (p < 0.01). No effect of play duration (p = 0.49), WBGT (p = 0.12), equipment (p = 0.40), or location (p = 0.83) was found. Symptom scores were greater in the concussed vs. non-concussed groups on days 1–3. Conclusions: Football players report concussion-like symptoms in the absence of a concussion diagnosis, particularly following the first few practices after a game.

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Cite This Study

Matthews et al. (2026) studied this question.

synapsesocial.com/papers/69cd7a1b5652765b073a6f66https://doi.org/10.3390/sports14040133
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