Collegiate Athletes Research Articles

Cortical Grey-White Contrast Distinguishes Collegiate Athletes Based On Sport And Concussion Status: A Machine Learning Approach To Staging Athlete Brain Health

Cortical Grey-White Contrast Distinguishes Collegiate Athletes Based On Sport And Concussion Status: A Machine Learning Approach To Staging Athlete Brain Health

What Is The Optimal Choice Of Days For Dietary Recording Method For Collegiate Athletes?

What Is The Optimal Choice Of Days For Dietary Recording Method For Collegiate Athletes?

Lifetime Concussion History, Sleep Quality, And Pain Interference Following A Collegiate Athlete Career

Lifetime Concussion History, Sleep Quality, And Pain Interference Following A Collegiate Athlete Career

Failed Clinical Milestones In Collegiate Athletes Post-Concussion

Failed Clinical Milestones In Collegiate Athletes Post-Concussion

Associations Between Head Trauma Exposures, Mental Health, And Cognitive Health Following A Collegiate Athletic Career

Associations Between Head Trauma Exposures, Mental Health, And Cognitive Health Following A Collegiate Athletic Career

The Physiological and Performance Effects of Actovegin during Maximal Cardiopulmonary Exercise Testing: A Randomized, Double-Blind, Placebo-Controlled Trial.

Evidence regarding the performance-related effects of Actovegin is limited, despite legislated restrictions being in place for this supplement within sport settings. Our study examined the effects of Actovegin on physiological responses and performance during maximal cardiopulmonary exercise in collegiate athletes. A randomized, double-blind, placebo-controlled experimental design was adopted. Moderately trained collegiate athletes from various sports were randomly allocated to placebo (n = 8) or Actovegin (n = 8) groups. All athletes consumed three capsules across each day for seven days of loading. Athletes underwent two separate cardiopulmonary exercise tests one week apart. Separate 2 × 2 mixed ANOVAs and effect sizes (ηp2) were used to assess for between- and within-group differences. A significant time * group effect (p = 0.036, ηp2 = 0.278) was observed in systolic blood pressure. Significant main effects were only observed for time in several variables, with increases in peak oxygen uptake (VO2) (p < 0.001, ηp2 = 0.893), peak minute ventilation (p = 0.004, ηp2 = 0.456), ventilatory equivalents for carbon dioxide (p = 0.002, ηp2 = 0.517), oxygen pulse (p = 0.006, ηp2 = 0.434), VO2 at first ventilatory threshold (p = 0.002, ηp2 = 0.520), velocity at second ventilatory threshold (p < 0.001, ηp2 = 0.997), VO2 at second ventilatory threshold (p < 0.001, ηp2 = 0.628), and peak velocity (p = 0.010, ηp2 = 0.386), and a decrease in respiratory exchange ratio (p < 0.001, ηp2 = 0.695). Our findings suggest that although physiological and performance alterations were evident with Actovegin supplementation during cardiopulmonary exercise, no further benefits beyond those obtained with a placebo were attained.

Ratio of accelerations to decelerations in Women’s division I lacrosse

This study analyzed the differences by position in acceleration, deceleration, and the ratio of accelerations to decelerations in drills and quarters of games (Q1-Q4). Data were collected in 23 female collegiate lacrosse athletes (20.8 ± 1.5 years, 168.3 ± 6.1 cm), consisting of ten midfielders, five defenders, and eight attackers. Drills were categorized as: stickwork (SW), small-sided games (SSG), warm-up (WU), active recovery (AR), individual skills (IS), scrimmage, and conditioning. AR (0.31 ± 0.09 accelerations/min) and WU (0.47 ± 0.07 accelerations/min) showed the lowest number of accelerations, and conditioning and SW were the highest (&gt;1.0 accelerations/min). Conditioning showed the highest demand for decelerations (0.37 ± 0.14 decelerations/min) and AR and WU had the fewest (0.10 ± 0.04 decelerations/min). AR, IS, SW, and WU all had higher acceleration/deceleration ratios (4:1 to 5.7:1) than the remaining drill types (p = .000 - .050, 3:1-4:1). Q1 had a higher acceleration demand (0.72 ± 0.52 accelerations/minute) than the remaining three quarters (0.57 - 0.67 accelerations/min). The game demand in decelerations was approximately 0.20 decelerations/minute across all quarters and the acceleration/deceleration ratio was approximately 4:1, with the exception of defenders in Q1 who had 6:1 ratio. There is a large demand for accelerations in field lacrosse with no positional differences, and training should be devoted towards this skill.

Upper limb movement control strategy of top-tier elite male badminton players when smashing for different distances

PurposeMastering the skill of smashing in a game can be quite challenging. Unfortunately, it’s not always easy to control the distance of the smash. The present study investigated the impact of different smashing distances on muscle activation patterns and kinematics of the upper limbs.Material and methodsTen collegiate athletes from a top-ranked team in Korea participated in the present study with a mean age, weight, and height of 21 ± 1 years, 71.9 ± 9.1 kg, and 1.78 ± 2.24 m, respectively. Three valid data points for each subject at three different distances were analyzed using a one-way analysis of variance (ANOVA).ResultsThe results demonstrated that with increasing smashing distance, the internal rotation angle of the elbow and wrist joints decreased, while the angular velocity of flexion and internal rotation of the shoulder, elbow, and wrist joints increased. Muscle activation increased for all muscles except the biceps brachii (BICLO) with increasing distance. The greatest changes in activation levels were observed in the anterior deltoid (DELTA), extensor carpi radialis (ECR), and flexor carpi ulnaris (FCU).ConclusionsDuring tasks with different smashing distances, muscle activation in the upper limbs (except the biceps) increased with increasing distances. Additionally, the internal rotation angle of the upper limbs decreased with increased distances, while the angular velocity of flexion and internal rotation of the shoulder, elbow, and wrist joints increased.

Preliminary Evaluation of Self-Reported Training Volume as an Adjunct Measure of Female Athlete Triad Risk in Division 1 Collegiate Female Runners.

Background/Objectives: This study tested whether self-reported training volume is predictive of female athlete triad risk collected using an established twelve-question triad screening tool in National Collegiate Athletic Association (NCAA) Division I (DI) collegiate female runners. Methods: A total of 319 institutions were initially contacted, seven of which agreed to distribute surveys to their female cross-country and track and field athletes. A total of 41 of 149 respondents completed the survey and met all inclusion criteria. Linear and binomial logistic regressions examined the relationships between self-reported training volumes and estimated triad risk. Independent samples t-tests were also used to compare training volumes across the high (> 50th percentile for risk factor counts) vs. low-risk groups. Results: Total weekly competition and conditioning resistance training hours were associated with the total number of triad risk factors (p = 0.044) and were also predictive of the triad risk group (p = 0.037). Likewise, both competition and conditioning resistance training hours (p = 0.034) were higher in the high-risk group versus the low-risk group. Conclusions: These findings suggest that self-reported resistance training volume is predictive of triad risk, but additional research is required to determine if monitoring training volume can provide valuable, real-time assessments of triad risk in DI collegiate female runners.

Influence of pre-existing conditions and concussion history on post-concussion symptom severity and recovery time in collegiate athletes.

Mental health conditions and concussion history reported by a collegiate athlete may contribute to prolonged recovery and symptom severity after concussion. This work examined the potential associations among concussion history, pre-existing conditions, and sex relative to initial symptom severity and recovery duration following sport-related concussion (SRC) in a cohort of Division 1 NCAA athletes. This prospective cohort study analyzed symptom severity, recovery and return-to-play times reported post-SRC using data collected as part of the Pac-12 CARE Affiliated Program and Health Analytics Program. Health history questionnaires which included self-reported history of pre-existing conditions were completed at baseline. When consented athletes were diagnosed with a concussion, daily post-concussion symptom scores were evaluated until an athlete was clinically determined to be asymptomatic. Generalized linear and Cox proportional hazards models were used to determine associations between pre-existing conditions and recovery and return-to-play times. 92 concussions met inclusion criteria. Notable differences in initial symptom severity existed between females and males who had mood disorders ([Cohen's d] = 0.51) and ADHD (d = 0.93). The number of previous concussions was a strong predictor of athletes reporting pre-existing mood disorders, depression, anxiety, and ADHD (p = 0.008-0.04). Females with ≥2 previous concussions required more days to return-to-play than males (d = 0.31-0.72). Weekly recovery and return-to-play probabilities substantially differed between athletes that did or did not have learning disorders (HRRecovery = 0.32, HRRTP = 0.22, d = 1.96-2.30) and ADHD (HRRecovery = 3.38, HRRTP = 2.74, d = 1.71-4.14). Although no association existed between concussion history and acute symptom severity, collegiate athletes with a history of concussion had higher probabilities of reporting depression, mood disorders, anxiety, and ADHD. Having ADHD or learning disorders likely strongly affects time to recovery and return-to-play for collegiate athletes.

Intra- and inter-session reliability of countermovement jump and gait analysis in collegiate athletes measured using an inertial measurement unit (BTS G-Walk)

This study assessed the intra- and inter-session reliability of the inertial measurement unit (IMU) in measuring countermovement jump (CMJ) and 10m-walking gait-related outcomes. Thirty collegiate-level athletes (15 males [age: 21.0 ± 2.5 years] and 15 females [age: 21.5 ± 2.1 years]) were recruited to perform CMJs and 10m-walking test that were simultaneously recorded using the commercially available body-worn IMU – BTS G-walk. The coefficient of variation (CV), the analysis of variance with repeated measures (ANOVA), and the interclass correlation coefficient (ICC) were used for intra-session reliability. While the Pearson’s correlation coefficient (r) and the ICC were used to analyze inter-session reliability. Measurement of CMJ and 10m-walking test gait variables using the IMU resulted in moderate to excellent intra-session reliability for CMJ (ICC = 0.881 to 0.988) and gait analysis (ICC = 0.807 to 0.978) with acceptable CV (≤10%). Inter-session reliability for CMJ variables ranged from poor to excellent (ICC = 0.134 to 0.963), and 10-m walking test gait analysis variables were moderate to excellent (ICC = 0.683 to 0.931). The IMU (BTS G-walk) provides reliable data for most CMJ and gait variables. Future studies may determine the accuracy of the equipment to monitor changes over time (e.g., after a training intervention).

Court rules in favor of student‐athletes

Case name: Johnson, et al. v. National Collegiate Athletic Association, et al., No. 22‐1223 (3d Cir. 07/11/24).

Judge rules against student‐athletes

Case name: Doe 1, et al. v. National Collegiate Athletic Association, No. 1:23‐cv‐00542 (S.D. Ind. 07/02/24).

Court rules in favor of student‐athletes

Case name: Johnson, et al. v. National Collegiate Athletic Association, et al., No. 22‐1223 (3d Cir. 07/11/24).

Judge rules against student‐athletes

Case name: Doe 1, et al. v. National Collegiate Athletic Association, No. 1:23‐cv‐00542 (S.D. Ind. 07/02/24).

“What Is the ROI on That?”: Examining the Lack of Transition Support for Collegiate Athletes

While athletic role engulfment is positively correlated to athletic success, collegiate athletes also experience harmful effects from this role. As the socialization process to develop a salient athletic identity initially takes years, collegiate athletes typically face various challenges transitioning out of their athletic role. Although working within the contested and problematic context of intercollegiate athletics, athletic development staff are, ostensibly, employed to assist in the holistic development of collegiate athletes and occupy an integral role in mitigating athletes’ transitions and athletic role engulfment. Accordingly, the present study sought to examine the experiences and programmatic elements currently utilized by athletic development staff. Through in-depth interviews with 10 senior athletic development staff members at nine Atlantic Coast Conference member institutions, findings illustrate the difficulties in attempting to combat athletic role engulfment due to contradictory logic between intra-institutional members. We conceptualize that such competing institutional logic serves as the primary detriment of collegiate athletes’ preparedness for post-athletic transition.

Low back pain or injury before collegiate athletics, a potential risk factor for non-contact athletic injuries.

Majority of research surrounding the predictive value of clinical measurements and assessments for future athletic injury does not differentiate between contact and non-contact injuries. We assessed the association between clinical measures and questionnaire data collected prior to sport participation and the incidence of non-contact lower extremity (LE) injuries among Division III collegiate athletes. Prospective cohort study. University setting, NCAA Division III. 488 Division III freshmen athletes were recruited to participate in the study during their preseason physical examinations. 10,983 public schools. Prospective incidence of non-contact Lower extremity Injury. Athletes completed questionnaires to collect demographics and musculoskeletal pain history. Clinical tests, performed by trained examiners, included hip provocative tests, visual appraisal of a single leg squat to identify dynamic knee valgus, and hip range of motion (ROM). Injury surveillance for each athlete's collegiate career was performed. The athletic training department documented each athlete-reported, new onset injury and documented the injury location, type, and outcome (days lost, surgery performed). Univariable Generalized Estimating Equations (GEE) models were used to analyze the relationship between each clinical measure and the first occurrence of non-contact LE injury. An exchangeable correlation structure was used to account for repeated measurements within athletes (right and left limbs). Of the 488 athletes, 369 athletes (75%) were included in the final analysis. 69 non-contact LE injuries were reported. Responding "Yes" to "Have you ever had pain or an injury to your low back" was associated with an increased risk of non-contact LE, odds ratio = 1.59 (95%CI 1.03- 2.45, p=.04). No other clinical measures were associated with increased injury risk. A history of prior low back pain or injury was associated with an increased risk of sustaining a non-contact LE injury while participating in NCAA Division III athletics.

Comparison of the GAD-7 and ImPACT symptom cluster scores in measuring anxiety among college athletes

Assessing mental health needs among college athletes is important given the frequency of symptoms of depression and anxiety and associated complications that may arise after a sports-related concussion. The purpose of this study was to explore the utility of the General Anxiety Disorder-7 (GAD-7) as an independent measure of anxiety symptoms among Division II collegiate athletes (n = 568) during baseline concussion assessments, which also included the post-concussion symptom scale (PCSS) and a measure of depression, the Patient Health Questionnaire-9 (PHQ-9). While only 31 athletes (5.5%) fell above the established GAD-7 cutoff score of 5 or more, a sizable proportion of them (13 or 41.9%) endorsed 0 items on the PCSS affective symptom cluster. Additionally, ∼2% of athletes reported elevated symptoms of anxiety but not depression. These findings support the incorporation of a brief stand-alone anxiety screening tool during concussion baseline evaluations to ensure better detection of student athletes with elevated anxiety symptoms who might otherwise be overlooked, so they may be referred for further diagnostic assessment.

Court rules in favor of student‐athletes

Case name: Johnson, et al. v. National Collegiate Athletic Association, et al., No. 22‐1223 (3d Cir. 07/11/24).

Court decision leaves some unresolved issues about employment status of student‐athletes

In a long‐awaited decision, the U.S. Court of Appeals for the Third Circuit issued its ruling in the case of Johnson, et al. v. National Collegiate Athletic Association, et al., which deals with the employment status of collegiate student‐athletes. However, instead of a sweeping decision declaring whether they are or aren’t employees, the Court created a new legal standard by which an assessment of employment status should be made.