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Sexual Health Education Scope And Sequence, Sara Wadsworth Apr 2024

Sexual Health Education Scope And Sequence, Sara Wadsworth

Honors Projects

Based on a significant amount of prior research, comprehensive sexuality education (CSE) has been identified to be the most effective method of teaching sexual health education (SHAPE America, 2021; World Health Organization, 2023). Comprehensive sexual health education improves healthy behaviors and outcomes, provides useful information, and is positively perceived by students (Gardner, 2015; Kirby, 2002; Robinson et al., 2022). However, the United States’ current sexual health education has not implemented this ideal method, which is shown through state laws, students’ experiences, underdeveloped skills and flawed understanding of concepts, and – most importantly – a lack of resources for teachers (Foley, …


The King Hygiene Project: Addressing Hygiene Poverty In College Students, Krislynn King Apr 2024

The King Hygiene Project: Addressing Hygiene Poverty In College Students, Krislynn King

Honors Projects

For my Honors Project, I seek to shine a light on the topic of hygiene insecurity and investigate how it impacts the modern-day college student. In addition, I have taken physical action through a hygiene drive, marketing, and volunteering to better the lives of those who struggle with this issue regardless of whether they are a student at Bowling Green State University.


Attitudes And Self-Efficacy Of Swimming Coaches Towards The Inclusion Of Swimmers With Autism Spectrum Disorder, Eleftheria Kasagianni, Dimitrios Kokaridas, Panagiotis Varsamis, Vasilis Tsimaras Mar 2024

Attitudes And Self-Efficacy Of Swimming Coaches Towards The Inclusion Of Swimmers With Autism Spectrum Disorder, Eleftheria Kasagianni, Dimitrios Kokaridas, Panagiotis Varsamis, Vasilis Tsimaras

International Journal of Aquatic Research and Education

The purpose of this study was to investigate the attitudes and self-efficacy of swimming coaches regarding the inclusion of swimmers with autism spectrum disorder (ASD). The sample consisted of 150 Greek swimming coaches with an average age of 29.58 years. Each participant completed the Swimming Coaches Attitudes towards Inclusion Questionnaire for perceptions assessment and the Biddle and Goudas (1997) self-efficacy questionnaire. The statistical analysis used SPSS 27 to calculate Cronbach’s alpha, Pearson product-moment correlations, independent t-tests, and ANOVA. The findings of the study showed that the swimming coaches expressed positive attitudes and a high percentage of perceived self-efficacy towards the …


‘You Have To Respect The Water’: Participant Experiences Of Appreciating And Managing The Risks Associated With Open Water Swimming – A Rapid Ethnographic Study, Mark A. Christie, David Elliott Mar 2024

‘You Have To Respect The Water’: Participant Experiences Of Appreciating And Managing The Risks Associated With Open Water Swimming – A Rapid Ethnographic Study, Mark A. Christie, David Elliott

International Journal of Aquatic Research and Education

Open water swimming (OWS) has rapidly grown in popularity, driven by the purported health benefits of cold-water immersion. A paucity of research remains specifically considering the notable risks inherent in OWS participation, and a lack of qualitative research on freshwater swimming experiences, and safety-related issues therein. This rapid ethnographic study, based at a dedicated OWS lake in the UK, conducted semi-structured interviews with OWS participants (n=17; female=11, male=6). Two core themes emerged: environmental issues impacting OWS experiences and behaviours; and knowledge and education of OWS which highlighted safe/unsafe practices, levels of education for managing risks, personal preparedness, swimming solo/with others, …


Barriers: Location, Functionality, And Method Of Access In Childhood Pool/Spa Submersion Incidents, United States, 2000-2017, Alison Miller, Kristina R. Anderson, William D. Ramos Mar 2024

Barriers: Location, Functionality, And Method Of Access In Childhood Pool/Spa Submersion Incidents, United States, 2000-2017, Alison Miller, Kristina R. Anderson, William D. Ramos

International Journal of Aquatic Research and Education

Drowning is a leading cause of fatality among children in the United States, and residential pools/spas currently account for as much as 80% of these submersion incidents. This study reviewed narrative case reports obtained from the United States Consumer Product Safety Commission (CPSC) to understand barrier location, type, and functionality as methods of pool/spa access for childhood submersion incidents. Retroactive analysis of 1,523 fatal and non-fatal submersion incidents among children aged 13 years old and younger was conducted using the CPSC in depth investigation dataset from 2000-2017. Narrative descriptions were coded according to the attributes of barrier location, functionality, and …


Perceived And Real Water Competency And Drowning Risk Among Adults, Teresa Stanley, Kevin Moran, Dawn Garbett, Alan Ovens Mar 2024

Perceived And Real Water Competency And Drowning Risk Among Adults, Teresa Stanley, Kevin Moran, Dawn Garbett, Alan Ovens

International Journal of Aquatic Research and Education

Traditionally, public understanding of drowning survival has focused on swimming capacity, often measured by how far a person can swim. With respect to the high incidence of adult drowning in high-income countries, using the more inclusive concept of water competency may yield a more comprehensive explanatory framework for understanding the reasons behind these drownings. Any competency base required to survive a drowning situation is dynamic, complex, and multi-faceted. Furthermore, perceptions of risk and capacity to cope with that risk are likely to be pivotal to the avoidance of drowning. Adults’ perceived water competence was measured against their actual water competence …


A Research Framework To Improve Evidence-Based Practice Surrounding The Resuscitation Response To Drowning In Surf Lifesaving, Elissa Hooper, Aaron T. Scanlan, Shayne D. Baker, Samantha Fien Mar 2024

A Research Framework To Improve Evidence-Based Practice Surrounding The Resuscitation Response To Drowning In Surf Lifesaving, Elissa Hooper, Aaron T. Scanlan, Shayne D. Baker, Samantha Fien

International Journal of Aquatic Research and Education

Surf lifesaving members are essential first responders who patrol public waterways, performing rescues and resuscitation to individuals in the community when needed. In this way, surf lifesaving members experience arduous physical requirements alongside extensive psychological stress during resuscitation. Surf Life Saving Queensland (SLSQ) represents the predominant, frontline lifesaving service in Queensland, Australia; however, little research has explored key aspects of drowning resuscitations involving this organisation, as well as in the broader lifesaving industry, limiting our current understanding on this vital topic. We sought to explore key aspects of drowning resuscitations within SLSQ and create a framework to generate evidence-based practice. …


In This Issue 14:3, Stephen J. Langendorfer Ph.D. Mar 2024

In This Issue 14:3, Stephen J. Langendorfer Ph.D.

International Journal of Aquatic Research and Education

In This Issue 14:3


Lay Rescuer Equipment Preferences And Efficacy During A Simulated Drowning Event, Alison M. Miller, William D. Ramos, Kristina R. Anderson, Jill Cuvala Mar 2024

Lay Rescuer Equipment Preferences And Efficacy During A Simulated Drowning Event, Alison M. Miller, William D. Ramos, Kristina R. Anderson, Jill Cuvala

International Journal of Aquatic Research and Education

During a drowning incident where a lifeguard is not present, a bystander – referred to as a lay rescuer - may put themselves in danger by attempting a rescue. When lay rescuers can avoid entering the water by using rescue equipment to help a drowning victim, it serves to not only help the person actively drowning, but also provides a layer of protection to a lay rescuer. This study sought to examine the following questions: (a) which pieces of rescue equipment were preferred by lay rescuers at pre-determined short and long distances, (b) do lay rescuers select appropriate rescue equipment …


A Job Satisfaction Evaluation Of Nursing In The United States And Greece Utilizing The American Nurses Association's Scope And Standards Of Practice, Audrey Narhi Mar 2024

A Job Satisfaction Evaluation Of Nursing In The United States And Greece Utilizing The American Nurses Association's Scope And Standards Of Practice, Audrey Narhi

Honors Projects

Nursing is a multifaceted profession that is constantly evolving with the health needs of the populations it serves. Professional organizations within the field utilize evidence-based practice to provide guidelines of what best-practice nursing is. This study aims to evaluate if the American Nurse's Association (ANA), a professional nursing organization in the United States, supports the realities of nursing in a rural US hospital. An international perspective is also considered by evaluating the same principles to a urban hospital in Athens, Greece. Categories that align with ANA Scope and Standards, including workplace environment, career development, supervisor relationships, and personal work practice, …


Community Health Workers, Stress Reduction, And Racial Equity In Infant Vitality, Justin Rex Nov 2023

Community Health Workers, Stress Reduction, And Racial Equity In Infant Vitality, Justin Rex

ICS Fellow Lectures

How can communities help mothers reduce stress during pregnancy and provide the social supports that contribute to infant vitality? This talk presented findings from an evaluation of the Northwest Ohio Pathways HUB program, a nationally recognized best practice program model that pairs at-risk mothers with community health workers (CHWs) who connect mothers to services that reduce pregnancy risks. The talk included stories from mothers and CHWs about the challenges and stresses they face as well as data from interviews and surveys that quantify the impact CHWs have for reducing mothers' stress and providing supports that help mothers and their children …


Blue-Mindfulness Training: A Story Of Restorative Justice Decolonizing And Re-Indigenizing Communal Relationships With Water, Thaddeus Gamory, Miriam Lynch Ph.D., A. Udaya Thomas, Angela K. Beale-Tawfeeq Ph.D., Mph Jun 2023

Blue-Mindfulness Training: A Story Of Restorative Justice Decolonizing And Re-Indigenizing Communal Relationships With Water, Thaddeus Gamory, Miriam Lynch Ph.D., A. Udaya Thomas, Angela K. Beale-Tawfeeq Ph.D., Mph

International Journal of Aquatic Research and Education

This article aims to introduce and describe the development of the concept of Blue-Mindfulness TrainingTM, which was created and designed by Thaddeus Gamory and supported by research and the experience of other experts in the field. Drawing from the author’s and others' practical experience, the authors present a "Voice from the Field" perspective on creating and developing the Blue-MindfulnessTM . This Instructional Framework, coined by Mr. Thaddeus Gamory Blue-MindfulnessTM, addresses the impacts of historical racial discrimination and trauma in BIPOC communities, specifically on marginalized African American communities while promoting a communal and safe relationship with …


Third Diversity In Aquatics Special Issue, Angela K. Beale-Tawfeeq, Steven N. Waller Ph.D., Tiffany M. Quash Phd Jun 2023

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

International Journal of Aquatic Research and Education

Front matter - none available


“Pool: A Social History Of Segregation Exhibition” Exploring Social Justice Through The Lens Of Water Safety Awareness And Art-Based Education, Angela K. Beale-Tawfeeq Ph.D., Mph, Tiffany Monique Quash Ph.D., Knolan Rawlins Ph.D., Victoria Prizzia, Miriam Lynch Ph.D. Jun 2023

“Pool: A Social History Of Segregation Exhibition” Exploring Social Justice Through The Lens Of Water Safety Awareness And Art-Based Education, Angela K. Beale-Tawfeeq Ph.D., Mph, Tiffany Monique Quash Ph.D., Knolan Rawlins Ph.D., Victoria Prizzia, Miriam Lynch Ph.D.

International Journal of Aquatic Research and Education

Art exhibitions, with a focus on water safety and drowning prevention, are rarely seen as a medium to address social justice and public health, or water safety awareness and drowning prevention efforts in communities. Globally, data have shown drowning is considered a “neglected public health threat” (World Health Organization, 2021, CDC, 2023). Additionally, reports have shown that across the globe there are demographic groups of people impacted by drowning, historical traumas, and social determinants, also impacting some communities that are at greater risk (WHO 2021, CDC, 2023). Although there are national and international efforts to address the importance of water …


Self-Reported Water Competency Skills At A Historically Black College & University And The Potential Impact Of Additional Hbcu-Based Aquatic Programming, Knolan C. Rawlins Ph.D., Shaun M. Anderson Ed.D, Tiffany Monique Quash Ph.D. Jun 2023

Self-Reported Water Competency Skills At A Historically Black College & University And The Potential Impact Of Additional Hbcu-Based Aquatic Programming, Knolan C. Rawlins Ph.D., Shaun M. Anderson Ed.D, Tiffany Monique Quash Ph.D.

International Journal of Aquatic Research and Education

This article provides an analysis of self-reported water competency skills at a Historically Black University (HBCU). A survey was administered to undergraduate students who lived on campus at one HBCU. Of the 254 respondents that reported the ability to swim, only 187 respondents self-reported the ability to swim and the ability to perform water competency skills. The biggest discrepancy occurred within individuals that identified as Black or African American. In this group, 142 out of 250 participants proclaimed the ability to swim. However, the number of Black or African Americans that could swim dropped to 84 when researchers operationally defined …


Closing Racial Disparity By Dismantling Constructs Of Fear - A Practical Methodology For Learning To Swim, Dane W. Wolfrom, Christine L. Snellgrove, Marisol A. Rivera, Keisha Laguer Vandessppooll, Emily D. Feliciano Jun 2023

Closing Racial Disparity By Dismantling Constructs Of Fear - A Practical Methodology For Learning To Swim, Dane W. Wolfrom, Christine L. Snellgrove, Marisol A. Rivera, Keisha Laguer Vandessppooll, Emily D. Feliciano

International Journal of Aquatic Research and Education

African American, Black, Hispanic, Latino, and low-socioeconomic communities have lower swimming ability and higher relative drowning rates than White and high-socioeconomic communities, distinguishing the former as high-priority populations to engage with effective learn-to-swim programming. This article demonstrates how prioritizing the reduction of fear-producing brain processes while learning to swim can result in 79.5% of high-priority population non-swimmers being able to jump into deep water, roll onto their backs and either float or tread for 60 seconds, and swim 25 yards after an average of 14 practice sessions. Practical explanations of four key components— water exploration, structured games, emulating coaches, and …


A Leisure Model: Barriers And Black Womxn Collegiate Swimmers, Tiffany Monique Quash Jun 2023

A Leisure Model: Barriers And Black Womxn Collegiate Swimmers, Tiffany Monique Quash

International Journal of Aquatic Research and Education

There remains a gap in the literature about the experiences of Black Womxn Collegiate Swimmers (hereafter referred to as BWCS) and the application of the leisure constraints model. Whether research has been conducted with Black Womxn Swimmers enrolled in a swimming course while using an autoethnographic lens (Norwood, 2010) or the representation of one Black Womxn Swimmer from a Predominantly White Institution (Quash, 2018), minimal knowledge is known about this specific demographic representative of Historically Black Colleges and Universities (HBCUs) and Predominantly White Institutions (PWIs) and the barriers they experience. Using a qualitative methodological approach to understand the leisure constraints …


Racist Or Radical? The Strange Case Of Robert Moses And The Building Of New York City's Aquatics Infrastructure, Steven N. Waller Ph.D., James H. Bemiller J.D., Jason L. Scott Ph.D. Jun 2023

Racist Or Radical? The Strange Case Of Robert Moses And The Building Of New York City's Aquatics Infrastructure, Steven N. Waller Ph.D., James H. Bemiller J.D., Jason L. Scott Ph.D.

International Journal of Aquatic Research and Education

Who was Robert Moses? In this article, we want to cast a bright light on Robert Moses as a visionary urban planner, which included the comprehensive planning of the outdoor and indoor aquatic infrastructure for New York City. Second, we want to highlight some of his administration's significant accomplishments and challenges in providing aquatics opportunities for diverse populations, including people of color. Finally, we aspire to illustrate what happens when officials with power and authority in local government are permitted to operate without scrutiny and are unbeholden to a meaningful series of checks and balances. Robert Moses’ tenure as a …


Meeting, Moving, Mastering - A Text Analysis Of The Aesthetic Attractions Of 'Wild Swimming', Dagmar Dahl, Åsa I. Bäckström Apr 2023

Meeting, Moving, Mastering - A Text Analysis Of The Aesthetic Attractions Of 'Wild Swimming', Dagmar Dahl, Åsa I. Bäckström

International Journal of Aquatic Research and Education

Why are people fascinated by swimming in nature? This article addresses the aesthetic experiences of wild swimming as expressed by five wild swimming authors in their books. Drawing from aesthetic philosophy, we analyze the ways in which the appeal of wild swimming is described on three levels: the allure of water in the environment, the sensory encounter between water and the body, and the experience of moving in water. Furthermore, with reference to Seel’s concept of nature aesthetics (1996), the experience of wild swimming is analyzed in terms of contemplation, correspondence, and imagination. We can conclude that the special intensity …


In This Issue (14:1), Stephen J. Langendorfer Ph.D. Apr 2023

In This Issue (14:1), Stephen J. Langendorfer Ph.D.

International Journal of Aquatic Research and Education

In This Issue 14:1 introduces and overviews the research and education articles and position statement associated with the first issue of the fourteenth volume of the International Journal of Aquatic Research and Education.


Aquatics For Individuals With Disabilities: An Analysis Of Publication Trends, Susan J. Grosse Apr 2023

Aquatics For Individuals With Disabilities: An Analysis Of Publication Trends, Susan J. Grosse

International Journal of Aquatic Research and Education

This study investigates the published literature in the field of aquatics with disabilities; more specifically, it examines literature published during the most recent two decades, 2000 through 2019. Considerations include the content focus of published articles relating to aquatics with disabilities, distribution of articles over the specified time period, publication opportunities for authors, barriers as well as enhancements to development of literature in the field, and summary recommendations.


Which Stroke Next? All Strokes Next! Part Two: Strokes For Intermediate And Advanced Swimmers, Robert Keig Stallman, Ebbe L. Horneman, Nils O. Vikander, Alexander Mwaipasi, Bente W. H. Laakso, Haakon - Paavo L. Nysted, Toni Ongala Apr 2023

Which Stroke Next? All Strokes Next! Part Two: Strokes For Intermediate And Advanced Swimmers, Robert Keig Stallman, Ebbe L. Horneman, Nils O. Vikander, Alexander Mwaipasi, Bente W. H. Laakso, Haakon - Paavo L. Nysted, Toni Ongala

International Journal of Aquatic Research and Education

The primary goal of this two-part project is to answer the rhetorical question of which strokes should be taught first, and which later (Langendorfer, 2013, Stallman, 2014a). As you have seen in Part One, we emphasize (as have many others) the need for a firm foundation before any stroke is introduced. When the learner is ready for propulsive motor competencies, there is no stroke which suits all as their first. In Part One we explored the “beginning strokes” all of which are candidates for any given learner’s first stroke. We also argued that after mastering their very first stroke the …


The Impact Of Nutrition On The Mental And Physical Health Of Young Adults, Dareena El-Far Apr 2023

The Impact Of Nutrition On The Mental And Physical Health Of Young Adults, Dareena El-Far

WRIT: Journal of First-Year Writing

Upon close examination by nutritional professionals, concern has arisen regarding the typical contents of a young adult diet. In terms of the rate at which young adults choose to consume nutritionally-dense food items, the rate at which nutrition-deficient junk food items are chosen over the former is significantly higher. Among further examinations of this issue by researchers, it has become evident that the nutritional decisions made by young adults are increasingly associated with several social, commercial, mental, educational, and economic influences. As a consequence of these factors, research has uncovered a connection between the consumption of a poor diet and …


Revisiting The Metaphorical Concept Of “No Strokes First - All Strokes First”: Part One - Beginning Strokes, Robert Keig Stallman Ph.D., Alex Mwaipasi, Ebbe Laakso Horneman, Nils Olof Vikander, Bente Wäinösdatter Horneman Laakso, Haakon-Paavo Laakso Nysted, Toni Ongala Apr 2023

Revisiting The Metaphorical Concept Of “No Strokes First - All Strokes First”: Part One - Beginning Strokes, Robert Keig Stallman Ph.D., Alex Mwaipasi, Ebbe Laakso Horneman, Nils Olof Vikander, Bente Wäinösdatter Horneman Laakso, Haakon-Paavo Laakso Nysted, Toni Ongala

International Journal of Aquatic Research and Education

The aim of this article is to address the familiar question “Which swimming stroke should be taught first?” The discussion is usually focused on breaststroke versus crawl. Provoked by these naïve discussions of which stroke should be taught first (as if stroking equals swimming, which it emphatically does NOT), the question was answered metaphorically in an earlier article “No Stroke First – All Strokes First” (Stallman, 2008a). Here in Part I we identify and describe six strokes, all of which might be a candidate for any learners ‘very first’ stroke. We describe them as beginning strokes. Having identified and learned …


Towards A Globalised Vision Of Aquatic Competence, Rita F. Pinto, Juan Antonio Moreno Murcia Apr 2023

Towards A Globalised Vision Of Aquatic Competence, Rita F. Pinto, Juan Antonio Moreno Murcia

International Journal of Aquatic Research and Education

Human interaction with the aquatic environment has always taken different forms to meet the needs of pleasure, survival, therapy or performance. The diversity of existing aquatic spaces presents itself as a challenge, due to their variety, dynamism, unpredictability and unrepeatable conditions. These factors potentiate an infinite number of possibilities for human response in interaction with the aquatic environment, with aquatic competence being the one that will be able to sustain all types of interaction. Thus, the aim of the proposal has been to present a new approach to the contextualisation of aquatic competence. After a literature review on the concept …


Comparing Levels Of Situational Empathy Based On Medium Of Exposure To Covid-19 Mortality Information And Proximity To Others, Beth Durkin Apr 2023

Comparing Levels Of Situational Empathy Based On Medium Of Exposure To Covid-19 Mortality Information And Proximity To Others, Beth Durkin

Honors Projects

In response to the COVID-19 pandemic, many people expressed a lax attitude to the policies put in place to keep the public safe despite the high risk of infection and its devastating effects on health across the United States. It is possible that this response may be partially due to a “numbness to numbers,” a phenomenon that describes diminished empathy for a large group of people experiencing a negative event (eg. COVID-19). The present study explored the relationship between levels of situational empathy and the medium of exposure to COVID-19 mortality information (eg. personal story or fact sheet) in an …


An Exploratory Study Of The Effects Of Aquatic Walking On Function And Muscle Activity In Knee Osteoarthritis: Part 2, John M. Coons, Brandon Grubbs, Conor Theiss, Vaughn W. Barry, Sandra Stevens Apr 2023

An Exploratory Study Of The Effects Of Aquatic Walking On Function And Muscle Activity In Knee Osteoarthritis: Part 2, John M. Coons, Brandon Grubbs, Conor Theiss, Vaughn W. Barry, Sandra Stevens

International Journal of Aquatic Research and Education

This paper presents Part 2 of a study that investigated the effects of an 8-week (3x/week) underwater treadmill (UT) walking intervention on knee osteoarthritis (KOA) outcomes in 6 adults with KOA (62.7 ± 14.2 years). The Knee Outcome Survey (KOS) for activities of daily living and muscle activity during a 10-m walk and a 20 cm step down were measured before and after the intervention. The following KOS measures improved after the UT walking program (p < 0.05; g > 0.8): stiffness, swelling, weakness, walking, going up stairs, going downstairs, kneeling on the front of the knee, squatting, and sitting with the …


An Exploratory Study Of Aquatic Walking On Symptoms And Functional Limitations In Persons With Knee Osteoarthritis: Part 1, John M. Coons, Brandon Grubbs, Vaughn W. Barry, Ryan T. Conners, Sandra Stevens Apr 2023

An Exploratory Study Of Aquatic Walking On Symptoms And Functional Limitations In Persons With Knee Osteoarthritis: Part 1, John M. Coons, Brandon Grubbs, Vaughn W. Barry, Ryan T. Conners, Sandra Stevens

International Journal of Aquatic Research and Education

This paper represents Part 1 of a study that explored the effects of an underwater treadmill (UT) walking program on pain and function in adults with knee osteoarthritis (KOA). The Western Ontario & McMaster Universities Osteoarthritis Index (WOMAC), numerical rating scale (NRS), timed up-and-go (TUG), and 10-m walk were assessed in 6 adults (62.7 ±14.2 years) who participated in an 8-week (3x/wk) UT walking intervention based on the Arthritis Foundation’s Walk With Ease (WWE) program. Walking pace was self-selected, and walking duration of each session was increased from 10 to 45 minutes throughout the study. Knee pain and function were …


Blessing Box Plant, Lauren Dietz Apr 2023

Blessing Box Plant, Lauren Dietz

Honors Projects

This project set out to build and plant blessing boxes in Bowling Green, Ohio to directly address the problem of food insecurity in the community. A blessing box is a free-standing food pantry that can be stocked through donations from the community, and utilized by whoever may be in need. The motto of these boxes is “Leave what you can, take what you need.” According to Feeding America (2022), Food insecurity is “A lack of consistent access to enough food for every person in a household to live an active, healthy life,” (Feeding America, 2022, para. 1). In 2021, 33.8 …


The Real-Time Classification Of Competency Swimming Activity Through Machine Learning, Larry Powell, Seth Polsley, Drew Casey, Tracy Hammond Feb 2023

The Real-Time Classification Of Competency Swimming Activity Through Machine Learning, Larry Powell, Seth Polsley, Drew Casey, Tracy Hammond

International Journal of Aquatic Research and Education

Every year, an average of 3,536 people die from drowning in America. The significant factors that cause unintentional drowning are people’s lack of water safety awareness and swimming proficiency. Current industry and research trends regarding swimming activity recognition and commercial motion sensors focus more on lap swimming utilized by expert swimmers and do not account for freeform activities. Enhancing swimming education through wearable technology can aid people in learning efficient and effective swimming techniques and water safety. We developed a novel wearable system capable of storing and processing sensor data to categorize competitive and survival swimming activities on a mobile …