Sports Management Commons^™

Algorithmic Advantage: How Ai Is Reshaping Ncaa Recruiting Strategy And Athlete Mobility, Lawrence W. Judge, Marshall Magnusen

Journal of Applied Sport Management

Artificial Intelligence (AI) is transforming NCAA sports recruiting by offering scalable, data-rich tools that enhance how talent is identified, evaluated, and strategically pursued. Amid the complexities introduced by the transfer portal, name, image, and likeness (NIL) regulations, and rising recruitment costs, AI enables collegiate programs to make faster, more accurate, and financially informed recruiting decisions. Drawing on examples from emerging technologies and real-world institutional practices, the paper highlights the operational benefits of AI, such as efficiency gains, enhanced evaluation accuracy, and expanded reach to under-resourced or geographically remote athletes. At the same time, it critically explores challenges around algorithmic bias, …

Embodied Emotion At Scale: Sport As The Collective Emotion Laboratory For Human Development In The Age Of Ai, Hyun-Woo Lee, Junseok Kim, Yelim Yoo, Zhi Lu

Journal of Applied Sport Management

Sport represents humanity’s largest-scale emotion laboratory where intense competitive emotions are practiced within safe boundaries through collective participation. As artificial intelligence evolves to systematize virtual and digital experiences, sport's irreplaceable embodied practice of collective participation becomes more apparent, not less. This conceptual paper demonstrates how artificial intelligence can optimize emotional learning from large-scale sport experiences while highlighting, rather than replacing, their unique human development value. Authors propose a four-level framework positioning sport organizations as comprehensive emotional development centers that leverage AI-powered technologies, including video analytics capturing facial expressions, body movements, and collective synchrony, to systematize emotional intelligence development. The framework …

Predicting The Unpredictable: Advancing Risk Management In Fitness Centers Through Data Science-Driven Judicial Outcome Modeling, Hongyoung Kim

Health, Exercise, and Sports Sciences ETDs

This study developed a prediction model of judicial outcomes in fitness exercise-related injury lawsuits to identify key factors influencing fitness centers’ success in litigation. Using 209 U.S. court cases from Westlaw, Phase One employed text mining and content analysis to identify legal variables. Phase Two applied descriptive statistics and multiple logistic regression to evaluate the combined influence of these variables on judicial outcomes. For the multiple logistic regression analysis, the sample size was reduced to 184 cases after excluding 25 remanded cases.

Results showed that victim behavior, hazardous facility conditions, and enforceable waivers or exculpatory clause defenses significantly predicted judicial …

A Qualitative Study Of College Student-Athletes Using The Job Demands-Resources Model: A Case For Understanding Student-Athletes As Employees, Michael Spooner, Asia Eaton, Anthony Weems, Tiffany Munro

Journal of Athlete Development and Experience

This research conceptualizes the NCAA Division I student-athlete position as similar to a position of employment utilizing the Job Demands-Resources (JD-R) model developed by Bakker & Demerouti (2017) from the field of Industrial-Organizational Psychology. We utilize qualitative methods to conduct an exploratory study that assesses the characteristics of student-athletes through analysis of perceived role demands, role resources, and personal resources using a sample of using a sample of 30 student-athletes (15 men, 15 women) at mostly large Division I universities across the U.S. Data were analyzed utilizing thematic analysis and revealed the various demands that student-athletes faced, as well as …

From Isolation To Integration: The Influence Of Community Engagement With Special Olympics On Ncaa Athletes Experiencing Role Conflict, Grace Fetherstonhaugh, Kirsten Hextrum

Journal of Athlete Development and Experience

Role conflict is prevalent for college athletes across varying competitive levels, sport types, and identities. Recent reform to the collegiate athletic model, such as enabling college athletes (CAs) to profit from their Name, Image, and Likeness, may create additional demands and conflicts for participants. Despite the plethora of research into college athletes’ experiences with role conflict, few studies examine possible solutions. This study offers a novel intervention to role conflict through a community engagement (CE) program. Short, immersive, contributions to one’s local environment can improve social connections, limit negative mental health effects, and generate a higher sense of purpose, all …

“People Need To Hear More About This Esports Team”: Exploring Esports College Athletes’ Transition Experiences, Kibaek Kim, Rhema Fuller, Nick Davidson

Journal of Athlete Development and Experience

With the increase of attention towards esports in both industry and academia, volumes of research have been conducted to support professional esports athletes and esports college-athletes (ECAs). Although studies exploring professional esports athletes' transition experiences were available, little to none was known about this experience for ECAs. Based on Schlossberg’s transition theory and previous studies exploring the transition experiences of traditional sports student-athletes, this study aimed to provide a deeper understanding of ECAs’ transition experience. This study conducted three focus group interviews with four ECAs in each group who played the same game. The result of this study showed there …

Navigating Intersections: How Stereotypes And Oppression Shape Black Women Student-Athletes’ College Journeys, Tomika Ferguson, Cherese Fine

Journal of Athlete Development and Experience

Black women college athletes navigate intersections of race, gender, and athletic ability within predominantly White institutions (PWIs). They can face stereotype threat, racialized academic expectations, and pressures to conform to dominant institution norms. This qualitative study explores the college experiences of Black women college athletes at a predominantly White institution (PWI), focusing on how intersecting oppressions and stereotypes influence their academic, social, and athletic lives. Guided by Black feminist thought (BFT) and stereotype threat theory, the research addresses two questions: What are the college experiences of BWCAs, and how do stereotypes affect these experiences? Findings reveal that pre-college experiences in …

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …

Exploring Di College Coaches’ Perceptions Of Holistic Coaching And The Factors Impacting Their Ability To Succeed In The Current College Sports Landscape, Deborah V. Hogan Phd

Journal of Issues in Intercollegiate Athletics

In the highly competitive Division I (DI) college sports system, coaches are expected to produce winning programs while developing their college athletes holistically. Recent changes in NCAA policies complicate the coach-athlete relationship, hindering coaches' ability to serve as effective holistic leaders. This study uses grounded theory to understand how DI coaches in high-profile sports perceive their roles as holistic leaders and manage external challenges to provide holistic college athlete experiences. Semi-structured interviews with 12 football and women’s basketball coaches revealed five main themes: 1) coaches are educators, 2) strategies for holistic coaching, 3) supporting Black college athletes, 4) college sports …

Managing User Conflicts In A Water Aerobics Program On Behalf Of A Veteran’S Group: A Short Case Study, Hadley Blankenship, Steven N. Waller Ph.D., Jason L. Scott

International Journal of Aquatic Research and Education

This article captures an experience in conflict management that happened during the summer of 2024 as a recreational therapy intern with an adaptive sport and recreation organization located in the Southeastern United States. The backdrop to the case is that a recreational therapy intern worked with various special needs populations – mainly with paraplegic (adult and youth) athletes and veterans. In many organizations, user conflicts and poor communication regarding service provision and scheduling hinder the implementation of programs for special populations, such as veteran groups. In this case, a problem occurred with the scheduling of a water aerobics program for …

Diversity In Aquatics:4th Special Issue, Tiffany M. Quash Ph.D., Angela K. Beale-Tawfeeq, Steven N. Waller Ph.D.

International Journal of Aquatic Research and Education

The theme of this special issue is “Building a Community of Champions.” The purpose of this theme is to highlight and promote a civic engagement perspective that engages, advocates, and supports communities of Black, Indigenous, People of Color (BIPOC) in addressing the national, regional, and local evolving health-related issue of drowning. Aquatic Settings have been a pivotal focal point of social justice, water safety, and public health, not only in the past but also in our present day (Beale-Tawfeeq, Quash, et al, 2023 and Waller and Bemiller, 2023). Diversity In Aquatics (DIA) strives to positively impact the field of aquatics …

If We Tear It Down, We Might Build You A New One: The Troublesome Use Of Eminent Domain And Urban Neighborhood Swimming Pools, Steven N. Waller Ph.D., James H. Bemiller

International Journal of Aquatic Research and Education

Public swimming pools are a vital part of America’s recreation and sport culture since the early 1900’s. Municipal swimming pools were initially built to provide recreation and hygiene to urban communities, regardless of race or class. However, a complex history of segregation, civil unrest, suburbanization, and funding challenges has resulted in a significant decline in public pools, depriving many communities of vital recreational spaces. In many communities, options for sustaining the operation of swimming pools have resulted in pool closures. Unfortunately, once swimming pools close, especially those in aging neighborhoods in central city areas, they are seldom resurrected. They quickly …

Promising Practices For Increasing The Number Of Equity-Owed Lifeguards In Canada And The United States Of America, Sofia Pantano, Audrey R. Giles

International Journal of Aquatic Research and Education

Currently a shortage of lifeguards exists in Canada and the United States (US) (Frommer, 2023; Santucci, 2024), and those who are working as lifeguards often do not reflect the diversity of the communities they serve (Martinez, 2020). Increasing the number of lifeguards from equity-owed groups is a potential way of increasing the lifeguard workforce and decreasing the shortage of workers in these important roles, as well as a moral imperative. In this paper I explore challenges to and promising practices aimed at increasing the representation of members equity-owed groups in lifeguarding. I begin with an overview of lifeguarding in Canada …

Adopting Stuart Hall’S “Race, The Floating Signifier” As A Conceptual Framework Within Aquatic Research And Education, Kurt J. Cordice

International Journal of Aquatic Research and Education

During his 1997 lecture at Goldsmiths College in London, Stuart Hall, renowned for his contributions to sociology and cultural studies, offered his argument that the concept of race functions as a Floating Signifier. In this essay, Stuart Hall’s Race, the Floating Signifier is presented as a strong conceptual framework to support more accurate and effective positioning of race as an important consideration within aquatic research and education. Evidence from a range of disciplines, including historical research, is presented to establish both the importance and challenge of race within aquatic research and education. This evidence is also used to demonstrate …

Building Swimming Skills In A Community Based Program For Black Youth: An Evaluation, Tyler Lennon Md, Mph, Ashley Hayes Mph, Leonardo Barrera Mph, Amy Hill Ms, Mph, Andy Miner, Michelle Macy Md, Ms

International Journal of Aquatic Research and Education

Black youth in the United States disproportionately experience fatal drowning at rates up to five times higher than their white peers. Eliminating these inequities requires new approaches that address historical and structural barriers of learning to swim. The objective of this study was to evaluate the three-week long swimming component of a community-based discovery program to empower Black youth in Evanston, IL. Participants were Black youth ages 8-10 years enrolled in summer 2023 and 2024. Swim skills were assessed by instructors using the Pictorial Scale of Perceived Water Competence (PSPWC). Caregiver surveys, collected post-intervention, also assessed perceived changes in swim …

An Innovative Approach Addressing Childhood Drowning: Making Use Of Collegiate Aquatic Facilities And Expertise, Gennette Cordova, Natasha Lloyd, Chezik Tsunoda

International Journal of Aquatic Research and Education

The silent epidemic of childhood drowning, and the racial disparities associated with it require scalable and innovative approaches that both break cycles of exclusion and circumvent our societal tendency to overlook drowning as a matter in need of urgent resolution. No More Under, a Seattle-based water safety organization whose mission is to eradicate childhood drowning, has launched the Swim Safely Series. The series is a national program uniquely poised to overcome the various barriers associated with racial and socioeconomic drowning disparities by tapping into underutilized collegiate aquatic spaces and merging water safety with mentorship and social intervention.

An Examination Of The Experiences Of An African American Male Diver On A Power Four Swim Team: An Elite Interview, Steven N. Waller Ph.D., Tiffany M. Quash Ph.D.

International Journal of Aquatic Research and Education

Despite the incremental increase in the number of Black people who are learning to swim, the number of Black divers has not kept pace. In the NCAA Database, swimmers and divers were not segmented; thus, they all appear in the category of “swimming” by race and sex. When viewing the 2024 Division I NCAA Demographics Database, 89 (.02%) of 4307 student-athletes participating in swimming were Black women. For men, the data is equally dismal, revealing that 81 (.03%) of 2,608 student-athletes who were identified as swimmers were Black. The purpose of this research note is to examine the developmental experiences …

Ditch Tradition...And Move To Case-Based Learning, Emily Dane-Staples

The COSMA Journal

Recent criticisms of higher education include a lack of relevance and alignment with what employers are seeking in new hires. A lecture-based approach to teaching has proved less effective than other active learning strategies and does not adequately mimic the working environment sport professionals face. To better align the classroom and the workplace, a case-based learning approach can be used. This pedagogy blends high impact practices that have been demonstrated to assist students in knowledge acquisition and soft skill development by replacing traditional lecture and chapter readings with real-life scenarios that require student engagement with concepts in application. The technique …

A Content Analysis Of The Journal Of Applied Sport Management From 2009 To 2024, Jeffrey Petersen, Marshall Magnusen

Journal of Applied Sport Management

The Journal of Applied Sport Management (JASM), originally launched as the Journal of Sport Administration and Supervision in 2009, has published a total of 231 peer-reviewed manuscripts during its first 16 years. While many other journals within this field have been studied to better understand research topics, types, and impact, JASM has yet to be examined. This content analysis study explored 19 variables related to the research topics, methods, authorship, and impact of these articles, and provided important insights from both descriptive and inferential statistics regarding existing trends and opportunities for development for both the journal as a …

A Cause For Celebration: Jasm Indexed In Scopus, Marshall J. Magnusen, Lawrence W. Judge, Jun Kim

Journal of Applied Sport Management

The Journal of Applied Sport Management (JASM) achieved a major milestone in Fall 2025 with its acceptance for indexing in Scopus, marking a pivotal advancement in the journal’s visibility, credibility, and global reach. This accomplishment reflects years of collaborative effort among JASM’s editors, reviewers, authors, and the Tennessee Research and Creative Exchange (TRACE) team at the University of Tennessee–Knoxville. Since its founding in 2009 as the Journal of Sport Administration and Supervision and subsequent rebranding in 2013, JASM has evolved into a leading open-access platform for applied sport management scholarship. Under the leadership of Dr. Marshall Magnusen (2020–2025), the …

Engaging In Movement At Work: Exploring Engagement And Physical Activity., Spencer A. Cavan

Electronic Theses and Dissertations

High levels of employee engagement provide organizations competitive advantages such as increased customer satisfaction, profits, and employee productivity. Despite potential benefits, the number of engaged employees is declining and organizations need to find innovative ways to enhance engagement. Emerging evidence suggests workplace physical activity may generate organizational benefits extending beyond health improvement. Therefore, the purpose of this study was to investigate perceptions of engagement among employees participating in a physical activity intervention at work. A qualitative design, guided by phenomenology, examined perceptions of workplace physical activity and perceived levels of engagement, as well as constraints related to involvement among university …

Exploring Coaching Leadership Behaviours In Strength And Conditioning Coaching: Preferences Of Ncaa Division I And Ii Collegiate Student-Athletes Based On Task Variability, Severiano Tiberi, Jeremy Moody, Steve Cooper, George Jennings, Joseph I. Esformes

Journal of Athlete Development and Experience

This study aimed to explore collegiate student-athletesˈ preferences of coaching leadership behaviours in strength and conditioning coaching and evaluate differences between the student-athletesˈ preferences of behaviours based on task variability. In total 145 National Collegiate Athletic Association student-athletes (closed sports athletes = 51, open sports athletes = 94) completed an electronic questionnaire involving the athletesˈ preference version of the Revised Leadership Scale for Strength and Conditioning. Results revealed that the most favoured behaviour was ˈtraining and instructionˈ, whilst the least favoured was ˈautocraticˈ. Similar results were observed for closed and open sports groups, though closed sports athletes preferred ˈtraining and …

Need Frustration And Poor Mental Health Among Collegiate Athletes: The Indirect Role Of Ruminative Thinking, Alanni N. Brown, Adrian J. Bravo, Stimulant Norms And Prevalence 2 (Snap2) Study Team

Journal of Athlete Development and Experience

Vulnerability to negative mental health outcomes (i.e. anxiety and depression) among DI collegiate athletes may best be understood using Self Determination Theory (SDT) and the framework that need frustration impairs autonomy, competence, and relatedness. Need frustration may also relate to negative mental health symptoms via higher ruminative thinking, known to relate to both need frustration and poor mental health. The present study tested these two path models (i.e., SDT need frustration components [autonomy, relatedness, competency]-->rumination facets [problem-focused thoughts, counterfactual thinking, repetitive thinking, anticipatory thoughts]-->mental health problems (one for depression and one for anxiety as outcomes) among 341 collegiate …

Mentoring Of Para-Athletes And Its Impact On The Preparation Process For The 2020 Paralympic Games, Irina Perfilova, Joshua R. Pate, Robin Hardin

Journal of Athlete Development and Experience

Many factors contribute to successful athletic performance, and athletes have reported that mentors have played a vital role in their athletic performance as well as their personal development. Mentoring relationships can have a transformative impact on people’s lives, and mentored athletes, either by peers or coaches, have higher levels of dedication, confidence, and individual performance. Having a mentor is critically important during unexpected challenges in life such as was the case with the extraordinary uncertainty for para-athletes during the postponement of the 2020 Paralympic Games. The purpose of this study was to explore how mentoring aided para-athletes’ navigating the challenges …

Development And Transition In Crisis: The Impact Of The Covid-19 Pandemic On Division I College Athletes, Grace Kazmierski-Davie, Khalid Ballouli

Journal of Athlete Development and Experience

The aim of this study is to explore how Division I college athletes made meaning of their experiences during the onset of the COVID-19 pandemic in spring 2020. Though existing literature details various athlete transitions, there is limited knowledge about how athletes navigate unprecedented disruptions like a global pandemic. This qualitative study employed semi-structured interviews to gather in-depth data. The study included a diverse sample of 19 college athletes, ranging from freshmen to seniors, representing various sports and academic levels. Findings revealed that athletes employed diverse strategies to maintain readiness and mental sharpness, reflecting both proactive and reactive coping mechanisms. …

Fan Perceptions Of Dynamic Ticket Pricing In Professional Sports: The Impact Of Transparency, Incentives, And Demographics, Joshua Greer, Nicholas Zoroya

The COSMA Journal

Abstract

Dynamic Ticket Pricing (DTP) has become a widely implemented strategy in professional sports, allowing organizations to adjust ticket prices based on demand fluctuations. While DTP optimizes revenue generation for teams, its impact on fan perceptions, purchasing behavior, and loyalty remains a crucial consideration. This study examines the influence of age, gender, pricing transparency, and promotional incentives on fans’ perceptions of fairness, trust, and purchasing decisions within a dynamic pricing model.

A total of 57 participants completed a survey assessing their attitudes toward DTP. Key areas of analysis included perceived fairness, willingness to pay for high-demand games, trust in pricing …

Ua12/2/2 Talisman: Connection, Wku Student Affairs

WKU Administration Documents

Spring 2025 Talisman:

• Alali, Cecilia & Ragan Harrington. Connection
• Hardesty, Emma. On a Roll – Dungeons & Dragons
• Muscutt, Carson. Grinding Through Life – Molotov Skateshop
• Cox, Kate. Stopwatch
• Harrington, Ragan. 1 Campus, 7 Strangers – Logan Hesse, Nicholas Basile, Spencer Winterbottom, Alliyah Jones, Alex Gehring, Annie McClurg, Rowan Finley
• Vickers, Abigail. Forged in Combat – Mixed Martial Arts
• Wood-Morris, Oli. Survivors to Neighbors – Bosnian Refugees
• Jordan, Shylin. Severed Roots
• Bivens, Emily. Behind the Screen – Social Media
• Dean, Clarissa. Shear Talent – Shake Rag Barbershop
• Sutton, Avery. For the Love of the Old – Thrift Shopping
• Phelps, Maggie. …

How High School Athletic Directors In Southwest Michigan Paths Differ, Lily Browning

Honors Theses

The world of athletics continues to grow at a rapid rate, athletic directors are at the forefront of the sporting world particularly in high school athletics. So, how does one begin a career in athletic directing. The traditional path has been being a teacher or coach at the school and then moving into the administration portion of athletics. However, that is not the case for everyone and that is why the findings of this study are important to the field. There are not certain paths that get you to the job quicker than others in the world of athletic directing. …

Ua19/16/2 Women's Basketball Press Releases, Wku Athletic Media Relations

WKU Administration Documents

Press releases and game statistics for WKU women's basketball team in spring 2025.

Ua19/16/2 Ahletics Press Releases, Wku Athletic Media Relations

WKU Administration Documents

Press releases regarding general activities of the WKU Athletics Department for spring 2025.