Social and Behavioral Sciences Commons^™

Making Sense Of Big (Kinematic) Data: A Comprehensive Analysis Of Movement Parameters In A Diverse Population, Naomi Wilma Nunis

University of the Pacific Theses and Dissertations

OBJECTIVE

The purpose of this study was to determine how kinematic, big data can be evaluated using computational, comprehensive analysis of movement parameters in a diverse population.

METHODS

Retrospective data was collected, cleaned, and reviewed for further analysis of biomechanical movement in an active population using 3D collinear resistance loads. The active sample of the population involved in the study ranged from age 7 to 82 years old and respectively identified as active in 13 different sports. Moreover, a series of exercises were conducted by each participant across multiple sessions. Exercises were measured and recorded based on 6 distinct biometric …

Fall Risk Among Older Adults: Major Risk Factors, Primary Assessment Tools, And The Influence Of Medications, Marie Roseann Jensen

University of the Pacific Theses and Dissertations

Fall risk among older adult is a worldwide public health problem. As the older adult population is continuing to increase, addressing this issue is critical. Several fall risk assessment tools have been designed to help predict various risk factors. Among these assessment tools is the Hendrich II Fall Risk Model (HIIFRM). This tool uses evidence-based risk factors including mental status, sex, functional status, and whether the patient is taking antileptics and/or benzodiazepines. The purpose of this paper is to validate the HFRM, explore additional variables that increase the likelihood of falling including both past falls and the number of prescription …

Utilization-Focused Evaluation On The Impact Of A Sports-Based Youth Development On Unaccompanied Youth Students, Eric Cortez

University of the Pacific Theses and Dissertations

Unaccompanied immigrant youth (UIY) face obstacles that can hinder their education in their host countries. Given that educational attainment can help interrupt intergenerational cycles of poverty, the examination of support systems for UIY is critical. This study examined the role of sports-based youth development (SBYD) programs in supporting UIY students using a utilization-focused evaluation. To do this, two groups’ high school graduation rates were compared: (a) UIY participating in an SBYD program and (b) UIY not participating in a SYBD program. In addition to this quantitative analysis, UIY were surveyed and interviewed to contextualize the results of the graduation rate …

Exercise Behavior And Recreational Sports Participation Predicts Academic Success In University Students, Natalie Matian

University of the Pacific Theses and Dissertations

Most universities offer fitness and recreational opportunities. Few prospective studies have measured the effect of those services on academic outcomes. The purpose of this study is to evaluate the effect of exercise behavior and recreational sport participation on student success. We tracked 1,507 students at a private D1 university for 4 years. Upon completion of the 2017-2018 academic year, we exported a registry of every undergraduate student who accessed the university fitness center. We documented how often students swiped into the recreation facility and participated in group exercise classes, personal training sessions, and rock tower usage; these served as independent …

Optimizing The Best Play In Basketball Using Deep Learning, Leili Javadpour, Jessica Blakeslee, Mehdi A. Khazaeli, Peter J. Schroeder

Eberhardt School of Business Faculty Articles

In a close game of basketball, victory or defeat can depend on a single shot. Being able to identify the best player and play scenario for a given opponent’s defense can increase the likelihood of victory. Progress in technology has resulted in an increase in the popularity of sports analytics over the last two decades, where data can be used by teams and individuals to their advantage. A popular data analytic technique in sports is deep learning. Deep learning is a branch of machine learning that finds patterns within big data and can predict future decisions. The process relies on …

Effects Of Tommy John Surgery, Draft Order, And Monetary Factors On The Value Of Pitchers In Major League Baseball, Jonathan P. Wong

University of the Pacific Theses and Dissertations

The purpose of this thesis is to determine what effects draft order, monetary earnings, and Tommy John Surgery (TJS) have on the perceived value of a pitcher in Major League Baseball (MLB). For the context of this thesis, value will be defined as a player's ability to contribute to their team's wins in a positive manner. TJS has become synonymous with MLB and baseball as a sport, and many are either skeptical of its effects or over-assuming of its benefits. The three aforementioned areas of concerns were used to structure the thesis, as each dependent outcome is analyzed in a …

The Interrelationship Between Treatment, Ethnicity, And Structured Exercise In Clinical Populations, Amanda M. F. Lopez

University of the Pacific Theses and Dissertations

Cancer is the second leading cause of death, with about approximately 1.9 million Americans being diagnosed each year. Yet, it has high survival rates with the help of advancing treatments like radiation therapy. Cancer patients and survivors are contingent on experiencing a decline in physical functioning, quality of life, and physiological parameters. Treatment is effective and can prolong life expectancy but can be deleterious to a patient’s health. Parallel with cancer's impact on Americans is cardiovascular disease. Cardiovascular disease is responsible for 1 in 4 deaths. The development of cardiovascular disease is not spread accordantly among all ethnicities. Hispanics are …

Determining Optimal Resistance Loads During Exercise In Male And Female College Students, Alexia Amo

University of the Pacific Theses and Dissertations

Exercise is a crucial component in obtaining proper health and fitness objectives in young adulthood. Determination of an optimal resistance load for men and women may aid in physiological function and reduce the likelihood of injury. We tested 32 physically active men (n=14) and women (n=18) between ages 18-25 on Proteus Motion, USA. Proteus applies continuous three-dimensional magnetic resistance loads during exercise. Testing consisted of 2 repetitions of horizontal and vertical push and pull exercises comparing performance of the dominant and non-dominant arm. Each exercise was performed with a resistance of 7lb, 14lb, 21lb, and 28lb for a total of …

Evaluation Of A Division I Mid-Major University’S Student-Athlete Mental Health Program, Heather M. Swanson

University of the Pacific Theses and Dissertations

The following executive summary provides high level findings of a student-athlete mental health program (SAMHP) at a National Collegiate Athletic Association Division I mid-major university. Various elements of the SAMHP were evaluated to create a well-rounded understanding of the program to determine sustainability, goals, and stakeholder expectations. Findings from this study provided insight on stakeholder needs, program successes, and implications for program improvements.

Teaching College Athletes Social Media Appropriateness, Christina Murray

University of the Pacific Theses and Dissertations

It may come as no surprise that Twitter is the most popular social media platform where student athletes, particularly men, post inappropriate content. Male student athletes’ inappropriate tweets have become such a problem for universities, athletic departments, and the NCAA that coaches are forced to place a ban on their players’ social media usage or hire third party monitoring systems. Unfortunately, these reactive responses have not alleviated the problem of athletes differentiating what content is appropriate or inappropriate to tweet on their Twitter accounts. Analysis of the data collected from scholarly journal articles, textbooks, and popular press articles revealed that …

An Exploration Of Contributing Factors Of Student Fitness Employee Job Satisfaction In Campus Recreation, John Davenport

University of the Pacific Theses and Dissertations

This qualitative study explored what factors contributed to a student employee’s satisfaction with their job in the fitness sector of campus recreation. Campus recreation programs offer many on-campus jobs for students, with a focus on student development and community. Despite much research being done on job satisfaction, there is a noticeable gap when it comes to job satisfaction in campus recreation fitness. Findings from nine semi-structured phone interviews across three universities in California, Louisiana, and Mississippi have yielded three main elements: people, job qualities, and rewards. First, the findings indicated that supervisors, teammates, and patrons are the people that contribute …

Exercise Training As Adjunct Therapy For Substance Use Disorder, Emily Lynn Roessel

University of the Pacific Theses and Dissertations

Exercise training for clients at out-patient drug rehabilitation centers likely helps with coping skills. However, a better examination of the mechanisms producing changes may help identify effective interventions. PURPOSE: To test the effect of a vigorous exercise prescription on drug abstinence in voluntary rehabilitation patients. METHODS: 25 surveyed participants in a male drug treatment program underwent a 12-week minimum training program. The program included moderate-rigorous exercise and psychotherapy. Three days per week all subjects participated in EP for 90 minutes. Subjects also participated in ABIT 3 days per week where each session lasted 2 hours. Subjects also participated in ESM …

Insurance Status And Obesity As Predictors Of Cost In Trauma Care, Emily Homer

University of the Pacific Theses and Dissertations

Insurance is a vital factor in the billed cost to the patient, but to what degree does insurance explain the amount a patient is left to pay? Also, does obesity further influence patient’s billed cost? This thesis assesses the type of thoracic trauma patient, insurance status, and their billed cost. Database variables were analyzed in IBM SPSS 25. Table 1 characteristics were evaluated based on demographics and systematic hospital factors. Linear regressions used Private0_Government1 and BMI Obese n_y_ as independent variables while Total Patient Cost was the dependent variable. Private0_Government1 insurance explained .03% of Total Patient Charges. Private0_Government1 and BMI …

Small Scale Sport Events And Sustainability: A Case Study In Torres Del Paine National Park, Chile, Jennifer Valarde-Menary

University of the Pacific Theses and Dissertations

Small-scale sport events have been argued to be sustainable form of tourism development for communities (Gibson, 1999). The purpose of this study was to analyze four small-scale sport events all operated by NIGSA (Nómadas International Group SA) in the Magallanes region of Chile. The four events at the core of this study were: Patagonian Expedition Race, Patagonian International Marathon, Ultra Trail Torres del Paine, and the Ultra Fiord which operate partially or completely inside the Torres del Paine National Park. As a biosphere reserve established by the United Nations, Torres del Paine National Park requires a sustainable perspective of event …

Strong Side, Weak Side: Goal Generating Tactics In Ncaa Men's Water Polo, Joey Gullikson

University of the Pacific Theses and Dissertations

In the game of water polo, it is generally accepted that the shooting position of the offensive player and the tactic employed are both important in generating goals. Despite their importance, little is known about the relationship between shooting position and offensive tactics and their impact on the probability of goal scoring. In this research, a sequence of hierarchical mixed logistic regression models is applied to a unique data set from 2016 and 2017 NCAA men’s water polo seasons to analyze the relationship between goal generating tactics and different shooting positions. The primary result reveals that the closer a player …

Predictors Of Morbidity And Mortality Among Thoracic Trauma Patients, Jeremy Patrick Mcconnell

University of the Pacific Theses and Dissertations

Background. There are roughly 300,000 rib fractures treated for in the United States each year. These represent 10-26% of thoracic trauma injuries and have about a 10% mortality rate. There is a common belief that mortality in rib fracture patients can be contributed to the diagnosis of pneumonia, but this study does not support that claim. Purpose. To determine the predictors of morbidity and mortality in rib fracture patients. Methods. Using a level 1 trauma center patient registry, we retrospectively analyzed all patients that were admitted with at least one rib fracture (n=1,344). All predictors were analyzed with linear regressions. …

The Effects Of Listening To Motivational Music On Performance Of Knee Extension And Flexion In Healthy Adults, Alexander Lesser

University of the Pacific Theses and Dissertations

The purpose of this study was to determine whether listening to motivational music prior to performing leg extensions and flexions effected peak torque performance. Participants included 23 adults between the ages 18 and 48 years. Participants engaged in three sets of leg extensions and flexions utilizing a Cybex Humac NORM system following a warm-up period consisting of listening to either researcher-selected music, self-selected music, and in silence. Two one-way ANOVAs comparing participants’ data showed significant results in leg flexions performed following warm-up while listening to self-selected music. Significant results were not achieved for leg extensions yet a similar trend was …

The Influence Of Fatiguing Exercise On Power Output, Lena Kate Perry

University of the Pacific Theses and Dissertations

Physical fatigue impairs performance during high power, short duration activities. As technological developments permit new methods of measuring this effect, it is important to validate existing paradigms. The purpose was to determine if kinetic measurements from vertical jump (VJ) tests are influenced by fatigue based on explosive power outputs. A sample of athletes (9 men, 26 women) from a Division I NCAA sports program completed testing. To establish baseline VJ kinetics, athletes performed a controlled warm-up and then completed six jumps using Sparta Science technology, each separated by 15s rest. Sparta software computed three force outputs: Load, Explode and Drive. …

Student Engagement In Pacific Recreation's Programs, Services, And Facilities As A Predictor Of Participation In Sports Clubs, Dustin Rich

University of the Pacific Theses and Dissertations

Sports clubs are a program ran through Pacific Recreation at the University of the Pacific. This study determines whether using services and facilities that Pacific Recreation offers has a statistically significant relationship with students joining or participating in sports clubs.

METHOD: When a student comes into the Baun Fitness Center to work out, participate in a class, take part of personal training, or climb the rock tower, that student has to swipe into the facility and service of choice. The same process occurs for when a student wants to use external services like Intramural Sports and Informal Recreation. Quantitative data …

Goal Orientations And Beliefs About Success In Age Group Swimmers, Nathan Alexander Rhea

University of the Pacific Theses and Dissertations

The purpose of this study was to expand on goal orientation theory and its relationship with beliefs about the causes of sport success by differentiating by age group in youth USA Swimming registered swimmers, ages 11-18. 80 swimmers from six different USA Swimming clubs completed the Task and Ego Orientation in Sport Questionnaire (TEOSQ) and the Beliefs About the Causes of Sport Success Questionnaire (BACSSQ) after providing parent consent and child assent to take part in the study. Similar to previous research, the ego orientation was found to have a significant positive relationship with ability and deception as beliefs about …

Glycemic Control In A Type I Diabetic Athlete: Recommendations For Athletic Trainers In Management, Athlete Care, And Performance, Megan Whyte

University of the Pacific Theses and Dissertations

Type I diabetes in athletes is a relatively rare condition and as a certified athletic trainer it is critical to know how to manage all aspects of this disease in an athlete. Current National Athletic Trainers’ Association (NATA) guidelines exist for developing a basic plan for management and care of an athlete with Type I Diabetes, but there is room to improve current guidelines, using evidence-based practice. Purpose: to address: medical management of a type I diabetic athlete as a case study, obtain first person observations from the athlete’s perspective, and provide additional evidence based practice recommendations to athletic trainers …

Racial Complexities Of Outdoor Spaces: An Analysis Of African American’S Lived Experiences In Outdoor Recreation, Matthew Charles Goodrid

University of the Pacific Theses and Dissertations

This thesis examines the racial power imbalances that exists within the outdoor recreation industry. Despite participation rates being quantified, limited research explores the lived experiences and perspective of people of color. In this study, I explore the socio-historical development of outdoor recreational spaces, existing environmental habitus and African Americans lived experiences in outdoor recreation. To emphasize the voice of the participants, twelve African American millennials were interviewed. Questions in the interviews revolved around their perception of outdoor recreation and personal experiences while participating in outdoor recreation. Three overarching themes emerged from their stories, i) the typology of outdoor recreation, ii) …

Case Study On Inclusive Design And Operations At One Campus Recreation Center, Kelly Cartner

University of the Pacific Theses and Dissertations

The case study highlights the evaluation of one campus recreation center in terms of its inclusive design and operation on the basis of physical disability inclusion. Because of the plethora of barriers in campus recreation centers, those with physical disabilities are limited in their recreation choices and do not take part in recreation as their able-bodied counterparts. This study measures, observers, and evaluates one campus recreation center to determine its level of inclusiveness for those with physical disabilities. The AIMFREE survey was conducted along with observations and extensive interviews with staff that run the campus recreation center and those with …

Examining The Relationship Between Exercise Induced Fatigue And Postural Stability Among Geriatric Patients With Vestibular Disorders, Alexis Christine King

University of the Pacific Theses and Dissertations

Purpose: This study examined: (1) the relationship between exercise induced fatigue and postural balance amongst geriatric patients with vestibular disorders. (2) Assessed the duration for postural stability to return to baseline measurements upon induced fatigue.

Methods: A controlled pre-post test experimental design method was used during this study. This study incorporated a quantitative analysis to explore the relationship between exercise induced fatigue and postural balance with a sample of 24 subjects. The subjects were randomly assigned to either an experimental or control group. Baseline postural stability measurements were conducted prior to all subject testing and were accounted for again once …

Using The Medication Cabinet To Predict Fall Risk In Elderly Adults, Jessica Lopez

University of the Pacific Theses and Dissertations

Background: In the United States, 30-60% of older adults fall each year; 10-20% of these falls result in injury, hospitalization, or even death. Better prevention of falls in this population may be facilitated by broader identification of risk factors. The use of statins has emerged as a potential risk factor, but the data provide conflicted results.

Purpose: To examine the relationship between statin use and falls among community-dwelling older adults.

Methods: We evaluated the patient registry of a Level 1 trauma center. All patients aged > 50 years who were admitted for falls in 2015 were included (n=615). Many of these …

Physical Fitness And Self-Image: An Evaluation Of The Exercise Self-Schema Questionnaire Using Direct Measures Of Physical Fitness., Jafra D. Thomas, J. Mark Van Ness, Bradley J. Cardinal

College of the Pacific Faculty Articles

The purpose of this study was to perform a construct validity assessment of Kendzierski's exercise self-schema theory questionnaire using objective measures of health-related physical fitness. This study tested the hypothesis that individuals with an exercise self-schema would possess significantly greater physical fitness than those who did not across three domains of health-related physical fitness: Body composition, cardiovascular fitness, and upper-body muscular endurance. Undergraduate student participants from one private university on the west coast of the United States completed informed consent forms and the exercise self-schema questionnaire within a classroom setting or at an on-campus outside tabling session. Participants not meeting …

The Relationship Between Basic Psychological Need Satisfaction, Behavioral Regulation, And Participation In Crossfit, Melissa J. Davies, Lyndsie Coleman, Megan Babkes Stellino

College of the Pacific Faculty Articles

CrossFit can be described as a relatively new fitness training method that is based on a variety of high-intensity weight training, body weight movements, and cardiovascular exercise. Given the recent rise in CrossFit establishments, the purpose of this study was to explore the relationships between basic need satisfaction (autonomy, relatedness, competence), behavioral regulation toward CrossFit, and actual participation behaviors within the framework of Self-Determination Theory. CrossFit participants (N = 206; Mage = 37.6 years), majority Caucasian (76%), females (58%), who reported attending three (n = 91; 44.2%) and five (n = 78; 37.9%) CrossFit sessions per week completed online surveys …

Exploring The Information Source Preferences Among Canadian Adult Golf League Members, Melissa J. Davies, Dianna Gray

College of the Pacific Faculty Articles

With an aging demographic, and the abundance of physical inactivity in Canada, sport professionals need to understand how best to recruit and retain adults in sport and recreational activities, namely, golf leagues. Canadian golf league participants (N = 419; Mage = 62 years old) completed an online survey detailing their propensity to utilize a variety of information sources prior to making the decision to join a golf league. Results from a principal component analysis of a revised Information Sources Inventory, suggested that golfers in this sample were most likely to utilize Personal and Social sources of information associated with their …

A Qualitative Analysis Of Athletic Apparel And Equipment Sponsorship And Student-Athlete Recruitment At The Football Championship, Melissa J. Davies, Katharine A. Burakowski

College of the Pacific Faculty Articles

The purpose of this study was to extend previous literature on student-athlete college choice by examining part of the recruitment process as a precursor to student-athlete decision-making. More specifically, this exploratory study aimed to empirically examine the extent to which apparel sponsorships affect student-athlete recruitment. Semi-structured interviews were conducted with ten football players at a state-supported NCAA Football Championship Subdivision (FCS) institution in the Rocky Mountain region. An inductive approach was used in identifying three emergent themes. These themes suggest that football players at this institution did not hold the apparel and equipment sponsorship as a deciding factor for the …

Golf League Recruitment And Retention, Melissa J. Davies

College of the Pacific Faculty Reports

The purpose of this research was two-fold. First, the research sought to establish the primary information sources utilized by golf league participants prior to joining the league to determine participant recruitment strategies. The second purpose was to explore the relationship between participants’ basic psychological need satisfaction and the type of motivation the participant felt toward the golf league. Together, information obtained from this study provides golf associations and golf directors in Canada valuable information that could aid in designing golf leagues, which both attract and retain members. Increased participation can help to provide consistent financial gains for the golf clubs, …