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Articles 571 - 600 of 2137
Full-Text Articles in Sports Management
Ua12/2/1 Fit 2020, Wku Student Affairs
Ua12/2/1 Fit 2020, Wku Student Affairs
WKU Administration Documents
Special edition of the College Heights Herald regarding fitness, includes articles:
- Dees, Marshall. Nostalgic Fun for the Child in You
- Rock Steady, Rock Strong – Boxing
- Dowell, Macie. Red Towel Workouts
- Bowling Green Course Welcomes New Golfers – Bowling Green Parks & Recreation
- Get Out, Get Fit – Parks
- Gym Jams
Ua19/16/1 2020-21 Wku Hilltopper Basketball Preseason Prospectus, Wku Athletic Media Relations
Ua19/16/1 2020-21 Wku Hilltopper Basketball Preseason Prospectus, Wku Athletic Media Relations
WKU Administration Documents
2020-21 preview of the WKU men's basketball team.
Serena, Inc.: Using Instagram To Build Brand Equity After A Crisis, Frauke Hachtmann
Serena, Inc.: Using Instagram To Build Brand Equity After A Crisis, Frauke Hachtmann
College of Journalism and Mass Communications: Faculty Publications
Serena Williams is one of the most successful athletes of all time. In addition to dominating the professional tennis circuit for decades, she has also built a massive business empire while becoming a first-time mother and wife. During this time of transition, Williams experienced a significant crisis moment during the 2018 US Open. Williams did not publicly acknowledge or apologise for the crisis and instead focused on a new sense of direction after living through the experience, much of which is documented and promoted on her Instagram account. This exploratory case study focuses on Serena Williams’s use of Instagram as …
Advising Physiology Students: Perceptions From The Programs, Anne R. Crecelius, Patrick L. Crosswhite
Advising Physiology Students: Perceptions From The Programs, Anne R. Crecelius, Patrick L. Crosswhite
Health and Sport Science Faculty Publications
Academic advising outcomes can be linked to both student success and retention. Yet relatively little is known specifically related to advising in physiology programs. Pro- fessional organizations dedicated to academic advising in general, and more specifically advising future health professional students exist, yet, whether current physiology programs utilize these resources remains unknown, as does a number of other demographic informa- tion about advising in physiology programs. Here we present data gathered from a sample of physiology educators to inform what current advising practices of physiology students are. Forty-five re- spondents from a variety of institutions and programs provided information on …
The Case For Coordinating Efforts To Establish Program Guidelines And Strengthen Physiology Undergraduate Degree Programs, Erica A. Wehrwein, Lisa C. Anderson, Anne R. Crecelius, Claudia I. Stanescu, James M. Poteracki, John R. Halliwill, Nancy M. Aguilar-Roca, Jennifer Rogers
The Case For Coordinating Efforts To Establish Program Guidelines And Strengthen Physiology Undergraduate Degree Programs, Erica A. Wehrwein, Lisa C. Anderson, Anne R. Crecelius, Claudia I. Stanescu, James M. Poteracki, John R. Halliwill, Nancy M. Aguilar-Roca, Jennifer Rogers
Health and Sport Science Faculty Publications
Undergraduate degree programs named “Physiology” have existed for over 50 yr. The number of programs and enrolled students have been growing since ~2005 (5, 9). There are many thousands of students currently enrolled in physiology pro- grams across the United States and indeed across the world. Despite the long history and current popularity of the physiol- ogy major, there is no coordinated plan articulated for the design, administration, or assessment of degree programs in physiology at the undergraduate level.
Although several professional societies have invested in under- graduate physiology education in various ways, none has under- taken the task of …
The Underrepresentation Of Women Of Color In Senior Management Athletic Administration At Ncaa Division I Institutions, Shaquita M. Renelique
The Underrepresentation Of Women Of Color In Senior Management Athletic Administration At Ncaa Division I Institutions, Shaquita M. Renelique
Student Theses and Dissertations
Mamie. Jezebel. Sapphire. Nurturer. Sexual. Emotional. The archetypes of women of color are powerful in their imagery and ability to limit the full identity of these women. The structural effects of these prototypes are visible in the lack of access that women of color have to college athletic administration and the treatment they face when they hold administrative positions. This study examined how the organizational culture of intercollegiate athletics promotes a hegemonic ideology based on gender and race, which leaves women of color marginalized. The purpose of this study was to explore the structural and ideological barriers shaping the pathways …
Effects Of Mind–Body Exercises On Schizophrenia: A Systematic Review With Meta-Analysis, Gao Xia Wei, Lin Yang, Kellie Imm, Paul D. Loprinzi, Lee Smith, Xiangyang Zhang, Qian Yu
Effects Of Mind–Body Exercises On Schizophrenia: A Systematic Review With Meta-Analysis, Gao Xia Wei, Lin Yang, Kellie Imm, Paul D. Loprinzi, Lee Smith, Xiangyang Zhang, Qian Yu
Faculty and Student Publications
© Copyright © 2020 Wei, Yang, Imm, Loprinzi, Smith, Zhang and Yu. Background: Mind–body exercises (MBEs) have been widely accepted as a complementary therapy for the patients with low exercise tolerance. Currently, the number of experimental studies investigating the effect of MBEs for improving symptoms in people with schizophrenia is increasing. However, results are inconsistent. Methods: We systematically reviewed and meta-analyzed the effects of mind–body exercises on schizophrenia. Seven electronic databases (Pubmed, Web of Science, PsycINFO, Embase, Cochrane Central Register of Controlled Trials [CENTRAL], CNKI and Wangfang) were screened through October 2019 and risks of bias of included studies were …
Physical Activity, Sedentary Behavior, And Sleep Quality In Adults With Primary Hypertension And Obesity Before And After An Aerobic Exercise Program: Exerdiet-Hta Study, Aitor Martinez Aguirre-Betolaza, Iñigo Mujika, Paul Loprinzi, Pablo Corres, Ilargi Gorostegi-Anduaga, Sara Maldonado-Martín
Physical Activity, Sedentary Behavior, And Sleep Quality In Adults With Primary Hypertension And Obesity Before And After An Aerobic Exercise Program: Exerdiet-Hta Study, Aitor Martinez Aguirre-Betolaza, Iñigo Mujika, Paul Loprinzi, Pablo Corres, Ilargi Gorostegi-Anduaga, Sara Maldonado-Martín
Faculty and Student Publications
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. Background: The purposes of the study were to: analyze, by objective (accelerometry) and subjective (International Physical Activity Questionnaire, IPAQ) methodologies, the physical activity (PA) and sedentary behavior (SB) in healthy adults (HEALTHY, n = 30) and individuals with primary hypertension (HTN) and overweight/obesity (n = 218); assess the effects of an aerobic exercise intervention on physical activity (PA), sedentary behavior (SB), and sleep quality in the HTN group; and evaluate the relationship between objectively measured and subjectively reported PA and SB. Methods: The measurements were performed before a 16-week exercise intervention …
Impact Of Placement Of Fitbit Hr Under Laboratory And Free-Living Conditions, Hyun Chul Jung, Minsoo Kang, Nan Hee Lee, Soeun Jeon, Sukho Lee
Impact Of Placement Of Fitbit Hr Under Laboratory And Free-Living Conditions, Hyun Chul Jung, Minsoo Kang, Nan Hee Lee, Soeun Jeon, Sukho Lee
Faculty and Student Publications
© 2020 by the authors. Wrist-worn activity monitors have become accessible for measuring physical activities, but an activity monitor's accuracy worn at different placements is not well understood. This study aimed to examine the differences in measurements of heart rates, step counts, and calories estimated from the fitness tracker worn at different locations and the accuracy of Fitbit HR against criterion measures. Thirty-two healthy adults participated in this study. Participants wore Fitbit HR at four different locations (right proximal, distal, and left proximal, distal). Treadmill exercise consisted of five 5-min phases including slow walking and jogging. Free-living activities involved ten …
Functional Training And Blood Flow Restriction: A Perspective View On The Integration Of Techniques, Marzo E. Da Silva-Grigoletto, Ezequias Pereira Neto, David George Behm, Jeremy P. Loenneke, Cauê Vazquez La Scala Teixeira
Functional Training And Blood Flow Restriction: A Perspective View On The Integration Of Techniques, Marzo E. Da Silva-Grigoletto, Ezequias Pereira Neto, David George Behm, Jeremy P. Loenneke, Cauê Vazquez La Scala Teixeira
Faculty and Student Publications
No abstract provided.
Development Of The Life After Sports Transition (Last) Online Course For Collegiate Student-Athletes: Pretest-Posttest Study, Michael Stellefson, Trevor Bopp, Michael Odio, Min Qi Wang, Linxi Zhang
Development Of The Life After Sports Transition (Last) Online Course For Collegiate Student-Athletes: Pretest-Posttest Study, Michael Stellefson, Trevor Bopp, Michael Odio, Min Qi Wang, Linxi Zhang
Journal of Athlete Development and Experience
Transitioning into athletic retirement can have negative impacts on college student-athletes’ psychological, social, emotional, and physical well-being, yet few educational programs exist to help augment college student-athlete preparation for embracing life after sports. The objective of this study was to develop and evaluate a new Life After Sports Transition (LAST) online course for college student athletes. A single group pretest-post-test study evaluated effects of the LAST course among a convenience sample of college student-athletes (n=10) attending a NCAA Division I university. Paired sample t-tests examined changes in athletic identity, psychological well-being, hope, and self-reflection/insight. Propensity score matching …
Tackling Difficult Conversations: Student-Athletes, Mental Health, And Emerging Technology, Todd Fraley, Stacy Warner, Christine Wilson, Gareth Jones, Michael Catalano
Tackling Difficult Conversations: Student-Athletes, Mental Health, And Emerging Technology, Todd Fraley, Stacy Warner, Christine Wilson, Gareth Jones, Michael Catalano
Journal of Athlete Development and Experience
Given the exponential growth of mental health issues on colleges campuses and the concerns regarding mental health disorders among elite level athletes, the NCAA (2016) has made recommendations to support and promote student-athlete mental health. However, to successfully address the increase in mental health issues, the development of effective communication skills is required. To address this, the researchers developed and built an immersive learning experience focused on “difficult conversations” using Mursion® technology. This pilot study contributes to this important conversation by analyzing the influence of an immersive experience on the student-athletes’ communication skills. Using a quasi-experimental design, 79 NCAA Division …
Student-Athletes At An Historically Black University (Hbu): Examining The Relationship Between Student-Engagement On Campus And Career Situation Awareness, Gregg Rich, Kenneth Kungu, Ali Boolani
Student-Athletes At An Historically Black University (Hbu): Examining The Relationship Between Student-Engagement On Campus And Career Situation Awareness, Gregg Rich, Kenneth Kungu, Ali Boolani
Journal of Athlete Development and Experience
The purpose of this exploratory study was to examine the relationship between student-athletes’ engagement experiences on campus and their career situation awareness at an historically Black university (HBU) in the Southeastern United States with NCAA Division I affiliation. Data was obtained from a sample (n = 118) of female (n= 45) and male (n = 73) student-athletes using measures from the revised versions of the Student-Athlete Experiences Inventory (SAEI) and the Student-Athlete Career Situation Inventory (SACSI). One-way ANOVA, Pearson product-moment correlation tests, and t-tests were employed to analyze gender, race, year classification, and sport played effects. Following data analysis, three …
Hoop Dreams: An Empirical Analysis Of The Gender Wage Gap In Professional Basketball, Hailey Dicicco
Hoop Dreams: An Empirical Analysis Of The Gender Wage Gap In Professional Basketball, Hailey Dicicco
Business and Economics Presentations
The gender wage gap is a very prominent point of discussion in the professional world, but in the sports world, it has taken the spotlight in recent years. One sport that has seen discussion and debate over salary differences is the National Basketball Association and Women’s National Basketball Association. In 2018, the average salary in the NBA was 6.4 million dollars, while the average salary in the WNBA was 71,635 dollars. A reason why these salaries are so differently is due to the amount of revenue that each league brings in. The NBA brings in roughly 7.4 billion dollars a …
Acute Effects Of Kinesiology Tape Tension On Soleus Muscle H-Reflex Modulations During Lying And Standing Postures, Yung Sheng Chen, Wei Chin Tseng, Che Hsiu Chen, Pedro Bezerra, Xin Ye
Acute Effects Of Kinesiology Tape Tension On Soleus Muscle H-Reflex Modulations During Lying And Standing Postures, Yung Sheng Chen, Wei Chin Tseng, Che Hsiu Chen, Pedro Bezerra, Xin Ye
Faculty and Student Publications
Copyright: © 2020 Chen et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Kinesiology tape (KT) has been widely used in the areas of sports and rehabilitation. However, there is no gold standard for the tape tension used during a KT application. The purpose of this study was to examine the effects of KT application with different tension intensities on soleus muscle Hoffmann-reflex (H-reflex) modulation during lying and standing postures. Fifteen healthy university …
Relationship Marketing And Intercollegiate Sport Promotion, Alison Fridley
Relationship Marketing And Intercollegiate Sport Promotion, Alison Fridley
Graduate Theses and Dissertations
The first article, a case study on a NCAA Division I Power Five university in the southeastern United States, employed a case study framework, explored target markets and exposure techniques through both the planned behavior theory and social identity theory theoretical lenses. This study aimed to better understand how university students and booster club members identify as a social group. The data emerged into four distinct themes, including communication, social interaction, connection, and hospitality. The findings suggested booster club members are primary fans and help the team generate fan interest. The importance of sociability was clear and the implications for …
Buffer Zones And The Recreational Golf Sector: A Negligence Case Content Analysis, Natalie Bird
Buffer Zones And The Recreational Golf Sector: A Negligence Case Content Analysis, Natalie Bird
Graduate Theses and Dissertations
Buffer zones are a risk management method used within sport and recreation to protect participants and spectators from avoidable injury. Within the recreational golf sector, buffer zone standards do not exist. This poses a problem as golf courses in the recreational sector serve a wide range of customers in terms of age, skill level, and experience. A legal case content analysis of 1,561 golf negligence lawsuits aimed to answer research questions related to locations of incidents, circumstances that led to injury, and injuries or damages that were the result of errant golf shots. A Westlaw search provided the data for …
To Play Or Not To Play: Can An Instrument Really Impact Lip And Tongue Performance?, Robert S. Thiebaud, Takashi Abe, W. Matt Denning, Jeremy P. Loenneke, Micah J. Okerlund, Joe S.J. Ryan, Whitney Boyce, Maggie Mcbride, Jared Hernandez
To Play Or Not To Play: Can An Instrument Really Impact Lip And Tongue Performance?, Robert S. Thiebaud, Takashi Abe, W. Matt Denning, Jeremy P. Loenneke, Micah J. Okerlund, Joe S.J. Ryan, Whitney Boyce, Maggie Mcbride, Jared Hernandez
Faculty and Student Publications
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. (1) Background: Increasing tongue and lip strength may help improve various speech and swallowing disorders, but it is unclear if instrumentalists who use these muscle groups for long periods of time have greater strength and endurance compared to controls. It is also unclear if instrumentalists can more accurately estimate various exercise intensities. The purpose of this study was to determine differences in lip and tongue strength and endurance between instrumentalists and non-instrumentalists (controls). A secondary purpose was to assess differences in ability to estimate various exercise intensities between the two groups. …
Do Coaches In The National Basketball Association Actually Display Racial Bias? Replication And Extension, Gokhan Ertug, Massimo Maoret
Do Coaches In The National Basketball Association Actually Display Racial Bias? Replication And Extension, Gokhan Ertug, Massimo Maoret
Research Collection Lee Kong Chian School Of Business
We replicate and extend empirical evidence that has been interpreted as an indication of coaches’ racial bias in the National Basketball Association (NBA) by Schroffel and Magee (2012) and Zhang (2017; 2019). After replicating the published results, we extend them by modeling coaches’ decisions of “resting the starters,” a common tactical decision based on players’ quality and not on their race, thus exploring whether this tactic may provide an alternative explanation for associations that might thus far have been taken to indicate racial bias. Our results show that, after empirically accounting for “resting the starters,” the magnitude of associations that …
Professional Sporting Events Increase Seasonal Influenza Mortality In Us Cities, Alexander Cardazzi, Brad Humphreys, Jane E. Ruseski, Brian P. Soebbing, Nicholas Watanabe
Professional Sporting Events Increase Seasonal Influenza Mortality In Us Cities, Alexander Cardazzi, Brad Humphreys, Jane E. Ruseski, Brian P. Soebbing, Nicholas Watanabe
Economics Faculty Working Papers Series
The COVID-19 pandemic shut down sporting events worldwide. Local policy makers and league officials face important decisions about restarting play, especially in professional leagues that draw large numbers of spectators to games. We analyze the impact of professional sporting events on local seasonal influenza mortality to develop evidence that will help inform sports league reopening policy decisions. Results from a difference-in-differences model applied to data from a sample of US cities that gained new professional sports teams over the period 1962-2016 show that the presence of games in these cities increased local influenza mortality by between 4% and 24%, depending …
The Ocean Lifeguard Intervention Continuum: A Cognitive Aid For Surf Lifeguard Education, William A. Koon, Ryan M. Gates, Shane Scoggins, Paul Andrus, Jack A. Futoran
The Ocean Lifeguard Intervention Continuum: A Cognitive Aid For Surf Lifeguard Education, William A. Koon, Ryan M. Gates, Shane Scoggins, Paul Andrus, Jack A. Futoran
International Journal of Aquatic Research and Education
Ocean lifeguards are constantly engaged in beach risk analysis, required to efficiently evaluate a variety of environmental and other factors quickly in order to triage and prioritize who needs help. Teaching these skills is a challenge for introductory training programs. We sought to improve new lifeguards’ understanding of the interaction of various risk components in the beach environment and aid decision-making related to when a lifeguard should intervene in a situation. We developed a two-part cognitive aid for introductory ocean lifeguard education depicting individual and interacting elements of a beach goer’s risk of drowning or injury and the process by …
Swimming Pool Environment And Respiratory Health Issues Experienced By Masters Swimmers: Results From A Literature Review And Survey Of United States Masters Swimming Clubs, Jody C. Gan, Julia Snegg, William Harder
Swimming Pool Environment And Respiratory Health Issues Experienced By Masters Swimmers: Results From A Literature Review And Survey Of United States Masters Swimming Clubs, Jody C. Gan, Julia Snegg, William Harder
International Journal of Aquatic Research and Education
After three members of a Masters adult swim club died of lung cancer, both a literature review and survey were conducted with representatives from 746 United States Masters Swimming clubs to explore a possible relationship between swimming and cancers of the respiratory tract. Six other clubs reported known cancers of the respiratory tract among club members, but none of the other 740 clubs reported a similar cluster of lung cancer. More clubs reported cases of chronic respiratory infections and widespread complaints about air quality. While no studies exploring a relationship between swimming and lung cancer could be found in the …
Staff Training In Aquatics For Individuals With Disabilities: The Quest, Susan J. Grosse
Staff Training In Aquatics For Individuals With Disabilities: The Quest, Susan J. Grosse
International Journal of Aquatic Research and Education
Trained instructors in general programs have the ability and resources to initiate and follow through with developing water safe individuals who are capable swimmers. Specific staff training to prepare individuals to facilitate aquatic participation for individuals with disabilities is currently extremely limited. The purpose of this article is to examine the barriers to specialized staff training in aquatics for individuals with disabilities, to suggest necessary staff training content, and to propose topics for further research in the area of staff training. Seeking development of quality staff training programs for those working in aquatics for individuals with disabilities is the quest.
Unanticipated Stressful And Rewarding Experiences Engage The Same Prefrontal Cortex And Ventral Tegmental Area Neuronal Populations, Alberto Del Arco, Junchol Park, Bita Moghaddam
Unanticipated Stressful And Rewarding Experiences Engage The Same Prefrontal Cortex And Ventral Tegmental Area Neuronal Populations, Alberto Del Arco, Junchol Park, Bita Moghaddam
Faculty and Student Publications
© 2020 Del Arco et al. Brain networks that mediate motivated behavior in the context of aversive and rewarding experiences involve the prefrontal cortex (PFC) and ventral tegmental area (VTA). Neurons in both regions are activated by stress and reward, and by learned cues that predict aversive or appetitive outcomes. Recent studies have proposed that separate neuronal populations and circuits in these regions encode learned aversive versus appetitive contexts. But how about the actual experience? Do the same or different PFC and VTA neurons encode unanticipated aversive and appetitive experiences? To address this, we recorded unit activity and local field …
Analyzing Competitive Balance In Professional Sport, Kevin Alwell
Analyzing Competitive Balance In Professional Sport, Kevin Alwell
Honors Scholar Theses
In this paper we review several measures to statistically analyze competitive balance and report which leagues have a wider variance of performance amongst its competitors. Each league seeks to maintain high levels of parity, making matches and overall season more unpredictable and appealing to the general audience. Here we quantify competitive advantage across major sports leagues in numbers using several statistical methods in order for leagues to optimize their revenue.
Exploring The Relationships Between Collegiate Sport Coaches’ Creative Productivity And Factors Of Creative Potential, Sean Flanders
Exploring The Relationships Between Collegiate Sport Coaches’ Creative Productivity And Factors Of Creative Potential, Sean Flanders
Electronic Theses and Dissertations
Sport coaches are perceived as problem solvers who engage in creativity to handle the spontaneity of competitive activity and generate winning results. However, while creativity in athletes has been researched, little has been investigated regarding coaches. Therefore, the purpose of this study was to examine different aspects of creativity – person, process, press, and product – among collegiate team sport coaches in the United States. Specifically, how personality traits, ideational fluency, remote association ability, years of coaching experience, and work climate related to creative product impact and frequency. A modified creativity personality test was found to be positively …
Golf Director Competencies, Human Resource Management Practices And Customer Retention Within The Malaysian Golf Clubs, Partanian Samira
Golf Director Competencies, Human Resource Management Practices And Customer Retention Within The Malaysian Golf Clubs, Partanian Samira
Student Works (2020-2029)
Golf is a popular sport worldwide. Many studies have described management competencies in several sport contexts and have revealed that human resource is the most common denominator for successful sports club practice. However, little work has been done to identify and explain contemporary Human Resource Management (HRM) practices of staff, including directors of golf clubs related to member retention. The purpose of this study was to examine the current level and the participants' quality perceptions in the relationship among competencies of directors, HRM practices of staff, and member retention within the Malaysian Golf Clubs to advance the causal relationships among …
"It's Personal": A Case Study Analysis Of The Strategic Management Of Resources In A Historically Black University Athletic Department., Brigitte M. Burpo
"It's Personal": A Case Study Analysis Of The Strategic Management Of Resources In A Historically Black University Athletic Department., Brigitte M. Burpo
Electronic Theses and Dissertations
This dissertation is a qualitative case study examination of the strategic management of critical resources in an HBCU athletic program. It begins with a historical overview of HBCUs and HBCU athletic departments focusing on the systemic and societal influences that contributed to the current state of HBCU athletic programs. This dissertation later discusses the influence of a lack of financial resources on HBCU athletic departments further depletes the ability to operate with a competitive advantage. Chapter One focuses on the historic background of HBCUs and their formation as well as the societal influences that depleted critical resources. Chapter Two covers …
Satisfaction Of High-Level Athlete Management In Universities In Sichuan Province, China, Yudong Tang
Satisfaction Of High-Level Athlete Management In Universities In Sichuan Province, China, Yudong Tang
Student Works (2020-2029)
With ongoing development in the construction of high-level sports teams in Chinese universities, the Chinese Ministry of Education is paying more and more attention to the running quality of high-level sports teams in universities. Evaluation of the construction quality of high-level sports teams in universities has received extensive attention from universities and society. However, for various reasons, the main body of high-level sports team evaluation comprises government agencies and universities, and, there is a lack of research on management systems of high-level athletes from the perspective of high-level athletes themselves. Therefore, it is of great theoretical and practical significance to …
Training Evaluation For Introductory Ocean Lifeguard Instruction: A Practical Example From California, William A. Koon, Ryan M. Gates, Jack Futoran
Training Evaluation For Introductory Ocean Lifeguard Instruction: A Practical Example From California, William A. Koon, Ryan M. Gates, Jack Futoran
International Journal of Aquatic Research and Education
Ocean lifeguards have several responsibilities that require precise training. California State Parks is one of the largest providers of open water lifeguard services in the United States, and trains approximately 200 new lifeguards per year. As part of our lifeguard training section’s quality improvement efforts, we conducted a training needs assessment to help determine how well our introductory ocean lifeguard training curriculum prepared lifeguards to perform job related tasks upon successful completion of the training program. We surveyed both first year and seasoned lead lifeguards on operational needs, training gaps, and specific subject areas. We identified several areas where our …