Return to Play and Learn: Findings from a Countywide High School Sports-Related Concussion Program

Authors: Gillian Hotz PhD1, Jacob R. Griffin2, Hengyi Ke3, Raymond Crittenden IV2, Abraham Chileuitt MD4

1Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA

2KiDZ Neuroscience Center, The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, USA

3Department of Public Health, Division of Biostatistics, University of Miami Miller School of Medicine, Miami, FL, USA

4Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, USA

Corresponding Author:

Gillian Hotz, Ph.D.
1095 NW 14th Ter
Miami, FL 33136
ghotz@med.miami.edu
305-243-2074

Gillian A. Hotz, PhD is a research professor at the University of Miami Miller School of Medicine and a nationally recognized behavioral neuroscientist and expert in pediatric and adult neurotrauma, concussion management, and neurorehabilitation. Dr. Hotz is the director of the KiDZ Neuroscience Center, WalkSafe, and BikeSafe programs.

Return to Play and Learn: Findings from a Countywide High School Sports-Related Concussion Program

ABSTRACT

Purpose
To report return to play (RTP) and learn (RTL) findings of high school athletes with a sports-related concussion (SRC) from a 10-year injury surveillance system. The goal was also to explore differences between athletes who received and did not receive academic accommodations.

Methods

SRC data was entered into a REDCap database by certified athletic trainers (ATs) at 35 public high schools in Miami-Dade County (MDC). A required 6 Steps to Safe Play concussion protocol was implemented between 2012 to 2022. Concussion Clinic data was also reported for as well as symptom scores of post-injury ImPACT retesting.

Results

From review and analysis of the ImPACT retesting scores, the most common symptoms reported included; headache (54.0%), difficulty concentrating (35.0%), sensitivity to light (34.6%), and dizziness (30.5%). Overall, female athletes reported a higher symptom count and severity on post-injury ImPACT assessments than males (7 vs. 4 total symptoms score; p < 0.001), and all but 4 of the 22 reportable symptoms listed on the symptom inventory (vomiting, fatigue, numbness/tingling, and difficulty remembering) were significant (p < 0.05) between males and females. Despite experiencing a greater number of overall SRCs, athletes playing football had a smaller average (p < 0.001) ImPACT total symptom score than athletes playing other sports (10.9 vs. 14.2). Those seen in clinic and receiving academic accommodations were less likely to RTP, have a greater (p < 0.05) ImPACT total symptom score, more days between injury date and post-ImPACT testing, and a greater number of days until returning to play than athletes not academically accommodated.

Conclusions

It is important for concussion providers to identify and monitor symptoms post-SRC. Study findings report that high school female athletes report more symptoms following an SRC and that appropriate academic accommodations should be included when necessary to ensure athletes recover in a safe and timely manner. Understanding how SRC symptoms vary based on an athlete’s circumstances can help in managing SRC and making better RTL and RTL decisions.

Application In Sports

Academic accommodations, when appropriate, should be incorporated and implemented in an athlete’s recovery plan to help them safely return to the field and classroom after an SRC.

Key Words: Concussion, Adolescent, Accommodations, Symptoms

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2023-08-25T14:38:06-05:00August 25th, 2023|Research, Sports Management|Comments Off on Return to Play and Learn: Findings from a Countywide High School Sports-Related Concussion Program

Marketing Division II athletics to college students: The perceived effectiveness of internally focused promotion tactics

Authors: Martin Barrett and Jeffrey R. Farr

Department of Recreation and Parks Management, Frostburg State University, Frostburg, MD, USA

Corresponding Author:

Martin Barrett, PhD
101 Braddock Road
Frostburg, MD 21532-2303
mbarrett@frostburg.edu
301-687-4475

Martin Barrett, PhD is an Assistant Professor of Sport Management at Frostburg State University in Frostburg, MD. His diverse research interests focus on sport and environmental sustainability, the diffusion of non-traditional sports, and divisional reclassification within intercollegiate athletics.


Jeffrey R. Farr, PhD is an Assistant Professor of Recreation, Parks, and Sport Management at Frostburg State University in Frostburg, MD. His research interests focus on understanding the relationships between families and youth sport participation.

Marketing Division II athletics to college students: The perceived effectiveness of internally focused promotion tactics

ABSTRACT

Sport-based incentives such as sales promotions and atmospheric efforts such as augmenting the core product with entertainment programming are widely used in sport to increase attendance at events. Despite this, there is little understanding regarding the effectiveness of marketing and promotion activities in persuading and motivating college students to attend Division II athletic events. Therefore, this paper sought to understand the
perceived effectiveness of different types of marketing and promotion activities, as well as the relationship between perceived effectiveness and existing attendance behavior. Surveys collected from students attending a public university in the Mid-Atlantic region (N=327) revealed that behavioral response incentives – marketing tactics where the sport product is augmented to better match the primary motive for fan attendance – have the greatest perceived effectiveness in persuading and motivating attendance. In addition, behavioral response incentives were positively related to attendance behavior; meaning students who were already regularly attendees perceived these types of marketing and promotion activities to be even more effective. The results from this study should guide athletic marketing efforts at the Division II level in the implementation of marketing and promotion activities to generate optimal return on investment.


Key Words: athletics, marketing, promotion, incentives, atmospherics

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2023-05-12T17:48:58-05:00May 12th, 2023|Research, Sports Management|Comments Off on Marketing Division II athletics to college students: The perceived effectiveness of internally focused promotion tactics

Age, regional distribution, and fighting styles of elite mixed martial arts athletes

Authors: Chenghao Ma

School of Humanities and Social Science, The Chinese University of Hong Kong, Shenzhen, China

Corresponding Author:

Chenghao Ma
2001 Longxiang Blvd.,
Shenzhen, China 518172
machenghao@cuhk.edu.cn

Chenghao Ma is now at the School of Humanities and Social Science, The Chinese University of Hong Kong, Shenzhen.

Age, regional distribution, and fighting styles of elite mixed martial arts athletes

ABSTRACT

This study aims to analyze the age, regional distribution, and fighting styles of 174 top-ranking Ultimate Fighting Championship (UFC) elite athletes to encourage the long-term success of coaches and athletes in terms of athletic development, talent selection, and training strategies. It uses frequency and descriptive statistical analysis to reveal age, nationality, and differences between fighting styles. A t-test was conducted to identify the age differences of male and female athletes within the same weight divisions, and a one-way ANOVA test was applied to see if there were significant differences between these weight divisions. Results showed that the athletes competed within a wide age range (23-42 years old), with a mean age of 31.82±3.77 years (male: 31.75±3.70; female: 32.00±3.99). There was no significant difference in the ages of male and female athletes or between weight classes, and most athletes were aged between 26 and 35 years, which accounted for 80% of the total number. Athletes represented 33 different countries, with more from the United States and Brazil (58.6%). They displayed 13 different fighting styles, categorized into styles in which either mixed, striking, or grappling were dominant, accounting for 44.9%, 32.7%, and 22.4%, respectively. The resultant data showed that UFC elite athletes compete with mixed fighting styles, with striking styles being more widespread, which is different when compared with the early stages of the event when grappling or wrestling styles were dominant in competition.

Key Words: combat sports; UFC; athletic performance; talent selection; training strategies

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2023-04-03T15:54:20-05:00April 7th, 2023|Research, Sports Management|Comments Off on Age, regional distribution, and fighting styles of elite mixed martial arts athletes

Financial Budgets of Collegiate Athletic Training in South Carolina: A five-year review

Authors: Bradley, Robert & Bruce, Scott L.

College of Nursing and Health Professions, Arkansas State University

Corresponding Author:

Robert Bradley, EdD, LAT, ATC
PO Box 910
Arkansas State University, AR. 72467
rbradley@astate.edu
870-972-3766

Robert Bradley is the program director of the master of athletic training program at Arkansas State University. He is an assistant professor in the College of Nursing and Health Professions and the curriculum coordinator for the Arkansas Athletic Trainers Association.

Scott L. Bruce is a research faculty member for the master of athletic training program at Arkansas State University. He is an assistant dean for research and an associate professor in the College of Nursing and Health Professions

Financial Budgets of Collegiate Athletic Training in South Carolina: A five-year review

ABSTRACT

Purpose: To compare financial patterns of collegiate athletic training budgets in South Carolina over a five-year span in order to determine if athletic training budgets meet or exceed changes in national economic trends and university athletic spending.


Methods: This longitudinal study of South Carolina colleges and universities to determine if gaps or excesses in the athletic training budgets demonstrate a trend that could be affecting the level of care. Additionally, to compare the change in resources and spending with inflation, college athletic department spending and medical spending per athlete and then provide the data on the patterns of collegiate athletic training financial resources to inform college athletic trainers on the trends over time. We mailed surveys to head athletic trainers or athletic directors at the thirty-two institutions that host intercollegiate athletics in South Carolina then compared the data to the 2014-2015 data already recorded.


Results: Ten schools returned surveys (N=10) for a 31% return rate. All athletic training budgets grew at a rate slightly higher rate (1.8%) than the annual inflation rate of 1.6%. Comparatively for the same five-year span, the average athletic department budget growth exceeded 7.8%. Spending for athletic training salaries increased by 20% to an average of $43,800. Total spending on or for athletic training costs rose from $307,438 in 2014 to $335,260 in 2018-2019. Combined with the total number of student-athletes to care for, athletic training spending average increased from $894 to $1119 spent per student-athlete in 2019.


Conclusion: Collegiate athletic training budgets are increasing over time slightly lower than the cost of inflation and much lower than the overall athletic department spending. Athletic training salaries are increasing over time. Athletic training budgets do outpace inflation but fails to match the overall growth of athletic department budgetary increases.
Application in Sport: Financial resources for athletic training at the collegiate level need to match the spending behaviors of the overall parent athletic department to provide adequate medical care to intercollegiate athletes. Failure to understand the patterns of change to an athletic training budget may place the ability of athletic trainers to care for student-athletes in jeopardy.


Key Words: budget, college athletic training, financial resources, salaries, spending

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2023-03-17T16:08:29-05:00March 17th, 2023|Leadership, Sports Management|Comments Off on Financial Budgets of Collegiate Athletic Training in South Carolina: A five-year review

Expanding Expected Goals Methodology in Field Hockey

Authors: Bret R. Myers1, Andrew M. Daly2

1Department of Management and Operations, Villanova University, Villanova, PA, USA
2Department of Athletics, Villanova University, Villanova, PA, USA

Corresponding Author:

Bret R. Myers, Ph.D.
1039 Smithfield LN
Downingtown, PA 19335
bret.myers@villanova.edu
(804) 357-5876

Bret R. Myers, Ph.D. is a Professor of Practice in the Department of Management and Operations in the Villanova School of Business. His research interests focus on sports analytics, specifically, in the areas of team evaluation and managerial decision-making. He is also an Analytics Consultant for the Columbus Soccer Club of Major League Soccer.

Andrew M. Daly is MIS and Business Analytics Major at Villanova University. He is also an analyst and student manager for the Villanova Field Hockey team. In this role, he has both video and data analysis responsibilities and reports directly to the coaching staff.

Expanding Expected Goals Methodology in Field Hockey

ABSTRACT

The purpose of this study is to demonstrate the value of the overarching expected goals methodology in the sport of field hockey by examining performance data in NCAA Division I Field Hockey.  Expected Goals (xG), a metric used to represent the likelihood of a shot being a goal, has grown in popularity across multiple sports. The expected goals methodology involves model building through logistic regression. Specifically, two metrics are created through this technique: 1) The standard expected goals model (xG) based on characteristics of the scoring opportunity before the shot is taken and 2) Post-shot expected goals (xGOT) which is updated to reflect whether or not the shot is on target.

Results: In terms of development, the logistic regression models used for the development of the xG and xGOT models both yield high levels of significance for fit (p-values of 4.13e-26 and 2.78 e-16 respectively). In terms of application, the xG and xGOT metrics both have high correlations to goals scored when aggregating on a game-by-game basis (0.76 and 0.77 respectively). Furthermore, the metrics can enhance insights gained from matches, evidenced by additional visualizations provided in this study.

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2022-11-18T10:20:14-06:00November 18th, 2022|Research, Sports Management|Comments Off on Expanding Expected Goals Methodology in Field Hockey
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