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Analysis of Brain Activity in Elite Golfers

Description

It is unknown which regions of the brain are most or least active for golfers during a peak performance state (Flow State or "The Zone") on the putting green. To address this issue, electroencephalographic (EEG) recordings were taken on 10 elite golfers while they performed a putting drill consisting of…

It is unknown which regions of the brain are most or least active for golfers during a peak performance state (Flow State or "The Zone") on the putting green. To address this issue, electroencephalographic (EEG) recordings were taken on 10 elite golfers while they performed a putting drill consisting of hitting nine putts spaced uniformly around a hole each five feet away. Data was collected at three time periods, before, during and after the putt. Galvanic Skin Response (GSR) measurements were also recorded on each subject. Three of the subjects performed a visualization of the same putting drill and their brain waves and GSR were recorded and then compared with their actual performance of the drill. EEG data in the Theta (4 \u2014 7 Hz) bandwidth and Alpha (7 \u2014 13 Hz) bandwidth in 11 different locations across the head were analyzed. Relative power spectrum was used to quantify the data. From the results, it was found that there is a higher magnitude of power in both the theta and alpha bandwidths for a missed putt in comparison to a made putt (p<0.05). It was also found that there is a higher average power in the right hemisphere for made putts. There was not a higher power in the occipital region of the brain nor was there a lower power level in the frontal cortical region during made putts. The hypothesis that there would be a difference between the means of the power level in performance compared to visualization techniques was also supported.

ContributorsCarpenter, Andrea (Co-author) / Hool, Nicholas (Co-author) / Muthuswamy, Jitendran (Thesis director) / Crews, Debbie (Committee member) / Harrington Bioengineering Program (Contributor) / Barrett, The Honors College (Contributor)

Created2016-05

Arizona's Golf Industry Beats Par

Description

This thesis project provides a thorough cost-benefit analysis of the golf industry in Arizona. We begin by examining the economic, environmental, and social costs that the industry requires. One of the largest costs of the industry is water consumption. Golf courses in Arizona are currently finding ways to reduce water…

This thesis project provides a thorough cost-benefit analysis of the golf industry in Arizona. We begin by examining the economic, environmental, and social costs that the industry requires. One of the largest costs of the industry is water consumption. Golf courses in Arizona are currently finding ways to reduce water consumption through various methods, such as turf reduction and increasing the usage of drip irrigation. However, even at current levels of consumption, golf only consumes 1.9% of water in Arizona, compared to the 69% consumed by agriculture. Of the water consumed by the golf industry, 26.3% is wastewater, otherwise known as effluent water. Since the population in Arizona is projected to grow significantly over the next decade, the amount of effluent water produced will also increase. Due to this, we recommend that the golf industry move towards using as much effluent water as possible to conserve clean water sources. Additionally, we examine land allocation and agricultural tradeoffs to the state. Most golf courses are built in urban areas that would not be suitable for agriculture. The same land could be used to build a public park, but this would not provide as many economic benefits to the state. Many courses also act as floodplains which protect the communities surrounding them from flooding. These floodplains have proven to be crucial to protect from occasional flash floods by diverting the excess water away from homes. We also discuss golf's primary social cost in terms of its perception as being a sport played exclusively by privileged and wealthy people. This is proven to be false due to many non-profit organizations centered around the game, as well as municipal courses that provide affordable options for all citizens who want to play. We provide an in-depth analysis of the benefits that the industry provides to the state and its citizens primarily through business and tax revenue, employment, and property values. Including multiplier effects, the golf industry contributed 42,000 full- and part-time jobs, $3.9 billion in sales, $1.5 billion in labor income, and $2.1 billion value added in 2014. An estimated $72 million in state and local taxes were generated from golf facilities alone, without including taxes from indirectly impacted businesses. This tax revenue provides a great benefit to the public sector and increases Arizona's GDP. Also, much of this economic contribution is from the golf tourism industry, which brings new revenue into the state that would otherwise not exist. Golf courses also increase the surrounding real estate prices anywhere from 4.8% to 28%, providing a positive externality to community members in addition to scenic views. Finally, we provide a case study of the Waste Management Phoenix Open (WMO) to illustrate the impact of Arizona's single largest golf event each year. In 2017, the event brought an estimated $389 million into Arizona's economy in one week alone. Also, it regularly hosts massive crowds with a record-breaking 719,179 people attending the event in 2018. The WMO has also taken a "Zero Waste Challenge" to promote eco-friendly and sustainable practices by diverting all of the waste and materials produced by the tournament from landfills. The WMO has been dubbed both the "Greatest Show On Grass" and the "Greenest Show On Grass" due to the entertainment value provided as well as its effort to improve the environment.

ContributorsShershenovich, Andrew (Co-author) / Wilhelm, Spencer (Co-author) / Goegan, Brian (Thesis director) / Van Poucke, Rory (Committee member) / Department of Finance (Contributor) / W.P. Carey School of Business (Contributor) / Department of Economics (Contributor) / Barrett, The Honors College (Contributor)

Created2018-05

The Next Great U.S. Open

Description

The United States Open Championship, often referred to as the U.S. Open, is one of the four major championships in professional golf. Held annually in June, the tournament changes venues each year and must meet a strict criterion to challenge the best players in the world. Undergoing an evaluation conducted…

The United States Open Championship, often referred to as the U.S. Open, is one of the four major championships in professional golf. Held annually in June, the tournament changes venues each year and must meet a strict criterion to challenge the best players in the world. Undergoing an evaluation conducted by the United States Golf Association, the potential course is assessed on its quality and design. Along with this, the course is evaluated on its ability to hold various obstructions and thousands of spectators, while also providing plenty of space for parking, ease of transportation access, and a close proximity to local airports and lodging. Of the thousands of courses in the United States, only a select few have had the opportunity to host a U.S. Open, and far fewer have had the chance to host it on multiple occasions. Therefore, we are prepared to create the next venue that has the capabilities of hosting many U.S. Open tournaments for years to come.

ContributorsCostello, Alec (Co-author) / Miller, Alec (Co-author) / Foster, William (Thesis director) / McIntosh, Daniel (Committee member) / W.P. Carey School of Business (Contributor) / Department of Finance (Contributor) / Economics Program in CLAS (Contributor) / School of International Letters and Cultures (Contributor) / Barrett, The Honors College (Contributor)

Created2018-05

Using kinematic data to identify movement patterns shared between tasks: A way to explain transfer

Description

In motor training, transfer is defined as the gain/loss of performance in one task as a result of training on another. In our laboratory, we have observed that training on a multi-joint coordination task (which simulates arm and wrist movement when feeding) transfers to a dexterity task (which simulates finger…

In motor training, transfer is defined as the gain/loss of performance in one task as a result of training on another. In our laboratory, we have observed that training on a multi-joint coordination task (which simulates arm and wrist movement when feeding) transfers to a dexterity task (which simulates finger and hand movement when dressing), such that there are improvements in the dexterity task that emerge without having trained on that specific task. More recently, we have shown that the dexterity task transfers to the multi-joint coordination task. These collective findings suggest that there are shared movement patterns between these two functional motor tasks that may yield this bi-directional transfer effect. Therefore, the objective of this thesis project was to collect kinematic data of the hand to use in future principal component analyses to better understand the underlying mechanism of transfer between these two functional motor tasks. The joint angles of the hand were recorded during twenty second trials of the multi-joint coordination task and the dexterity task. The ranges of motion for the joints in the hand during naïve performance of both motor tasks were analyzed. From a linear regression analysis, we observe that the hand’s ranges of motion were strongly correlated between the two tasks, which suggests that these two functionally different tasks may share movement patterns in terms of joint angles. This similarity of joint angles of the hand may play a role in why we observe this bi-directional transfer between the dexterity and multi-joint coordination tasks. Following neurological injury, patients participate in physical therapy in order to retrain their nervous system to restore lost motor function(s). If patients can only practice a limited number of activities in therapy, our data suggest that other activities may also improve through transfer of training. Kinematic data collection may inform how much a patient improves with motor training and why there may be an improvement in untrained motor tasks.

ContributorsConnor, Sydney Christine (Author) / Schaefer, Sydney (Thesis director) / Peterson, Daniel (Committee member) / Harrington Bioengineering Program (Contributor) / School of Life Sciences (Contributor) / Barrett, The Honors College (Contributor)

Created2017-12

Advertising Strategy: Segmentation & Fan Group Analysis of the Waste Management Phoenix Open

Description

My thesis is designed to provide information about the spending habits and return on investment of
certain fan segmentations of Phoenix valley residents, at the WM Open. In 2012, Professor Michael
Mokwa, Professor John Eaton, and Professor Bradley Fay of the Department of Marketing at Arizona
State University’s W.P. Carey School of Business,…

My thesis is designed to provide information about the spending habits and return on investment of
certain fan segmentations of Phoenix valley residents, at the WM Open. In 2012, Professor Michael
Mokwa, Professor John Eaton, and Professor Bradley Fay of the Department of Marketing at Arizona
State University’s W.P. Carey School of Business, conducted an Economic Impact Study and a Study
regarding Attendance at the Waste Management Phoenix Open. It was a joint research study with the
ASU W.P. Carey School of Business and the Center for Competitiveness and Prosperity Research, and
the studies were designed to 1) demonstrate the overall economic impact of the tournament on the
Phoenix area, and 2) identify the specific market segments and audience of the Waste Management
Phoenix Open. I used this study as base research to conduct further analysis of the fan segmentation of the
Waste Management Open. I completed two projects: an ‘Initial Project’, and a ‘Secondary Project’, which
analyzed different aspects of fan groups and average fan spending figures.

***

The goal of this report is to draw upon the fan clusters (outlined in the initial report) to further
characterize the six unique groups of Phoenix valley residents, calculate out how much revenue each fan
group is responsible for generating, and link the potential return on the investment of WM Open
advertising. This study added the average spending figures (collected by the ASU 2012 Economic impact
study (Mokwa, Eaton, Fay 2012)) and habits to the established market segments. With further analysis, it
was possible to link the advertisement efforts and determine if the current advertising and marketing
strategy fits the different fan segments that attended the tournament. The analysis includes the average
spending of each fan segmentation, critique of the current marketing and advertising efforts, and an
overall study of the WMPO marketing model using the 2016 Advertising and Marketing report along with
sales figures from Communication Links.

ContributorsRischitelli, Anna Catherine (Author) / Eaton, John (Thesis director) / McIntosh, Daniel (Committee member) / Department of Marketing (Contributor) / Barrett, The Honors College (Contributor)

Created2016-12

Wireless Sensors and Actuators to Enhance Golf Putting Practice

Description

The team has designed and built a golf swing analyzer that informs the user of his mistakes while putting with a golf club. The team also interfaced a Linux program with the analyzer that allows the user to review the flaws in his golf swing. In addition, the application is…

The team has designed and built a golf swing analyzer that informs the user of his mistakes while putting with a golf club. The team also interfaced a Linux program with the analyzer that allows the user to review the flaws in his golf swing. In addition, the application is more personalized than existing devices and tailored to the individual based on his level of experience. The analyzer consists of an accelerometer, gyroscope, magnetometer, vibration motor, and microcontroller that are connected on a board that attaches to the top of the shaft of a golf club, fitting inside a 3D printed case. The team has assembled all of the necessary hardware, and is able to successfully display critical parameters of a golf putt, as well as send instant feedback to the user. The final budget for this project was $378.24

ContributorsKaur, Hansneet (Co-author) / Cox, Jeremy (Co-author) / Farnsworth, Chad (Co-author) / Zorob, Nabil (Co-author) / Chae, Junseok (Thesis director) / Aberle, James (Committee member) / Electrical Engineering Program (Contributor) / Barrett, The Honors College (Contributor)

Created2015-12

The Romanticization of Mental Illness and Substance Abuse in Young Adult Media

Description

The following creative project defends that, whether intentionally or not, mental illness and substance abuse are inevitably romanticized in young adult media and discusses the dangers of this romanticization. This project is divided into three parts. The first part consists of psychological evaluations of the main characters of two popular,…

The following creative project defends that, whether intentionally or not, mental illness and substance abuse are inevitably romanticized in young adult media and discusses the dangers of this romanticization. This project is divided into three parts. The first part consists of psychological evaluations of the main characters of two popular, contemporary forms of young adult media, Catcher in the Rye by J.D Salinger and Euphoria by Sam Levinson. These evaluations use textual evidence and the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) to determine what symptoms of psychopathology the characters appear to display. The second part consists of a self-written short story that is meant to accurately depict the life of a young adult struggling with mental illness and substance abuse. This story contains various aesthetic techniques borrowed from the two young adult media forms. The final part consists of an aesthetic statement which discusses in depth the aesthetic techniques employed within the short story, Quicksand by Anisha Mehra.

ContributorsMehra, Anisha (Author) / Cryer, Michael (Thesis director) / Cavanaugh Toft, Carolyn (Committee member) / Department of Psychology (Contributor) / Dean, The College of Liberal Arts and Sciences (Contributor) / Barrett, The Honors College (Contributor)

Created2021-05

Breakdown and classification of skill transfer type between a hockey slap shot and golf drive

Description

There is surprisingly little scientific literature describing whether a hockey slap shot positively or negatively transfers to a driving golf swing. Golf and hockey use a similar kinematic sequence to send the ball / puck towards a target, but does that directly translate to positive skill transfer between the two…

There is surprisingly little scientific literature describing whether a hockey slap shot positively or negatively transfers to a driving golf swing. Golf and hockey use a similar kinematic sequence to send the ball / puck towards a target, but does that directly translate to positive skill transfer between the two sports, or are there other important factors that could result in a negative skill transfer? The aim of this study is to look further into the two kinematic sequences and determine their intertask skill transfer type. A field experiment was conducted, following a specific research design, in order to compare performance between two groups, one being familiar with the skill that may transfer (hockey slapshot) and the other group being unfamiliar. Both groups had no experience in the skill being tested (driving golf swing) and various data was collected as all of the subjects performed 10 golf swings. The results of the data analysis showed that the group with experience in hockey had a higher variability of ball distance and ball speed. There are many factors of a hockey slapshot that are likely to develop a negative intertask skill transfer, resulting in this group's high inconsistency when performing a golf swing. On the other hand, the group with hockey experience also had higher mean club speed, showing that some aspects of the hockey slapshot resulted in a positive skill transfer, aiding their ability to perform a golf swing.

ContributorsLarson, Finn Althea (Author) / Peterson, Daniel (Thesis director) / Cryer, Michael (Committee member) / Materials Science and Engineering Program (Contributor) / Barrett, The Honors College (Contributor)

Created2021-05

Sustainability of Desert Golf: An Assessment of Golf Courses in the Greater Phoenix Metropolitan Area

Description

Golf courses require large amounts of water and other resources. The Southwestern United States has experienced rapid population growth, coupled with a dramatic increase in the built environment and golf courses. This paper aims to assess the environmental sustainability of golf courses in the Phoenix Metropolitan area at multiple scales…

Golf courses require large amounts of water and other resources. The Southwestern United States has experienced rapid population growth, coupled with a dramatic increase in the built environment and golf courses. This paper aims to assess the environmental sustainability of golf courses in the Phoenix Metropolitan area at multiple scales in terms of water, ecosystem services and management practices. We report on the number and spatial distribution of golf courses, the amount of water used by them, the ecosystem services they provide, potential social injustice issues within the area, and the sustainability of management practices. There are 197 golf courses within the Phoenix Metropolitan Area, which are composed of 465 patches covering an area around 57 square miles. The golf courses within the Phoenix Active Management Area use around 500 acre-feet of water per year. Golf courses are categorized as an industrial water user and account for roughly half of all industrial water use in the Phoenix Active Management Area. The primary water source for golf courses is groundwater, with effluent as their second most-used source. Most golf courses are located in areas with a median household income between $61,333-$90,185 and only one was located in an area with a median household income below $27,393. Golf courses in the region provide a number of ecosystem services and help the local economy in multiple ways. However, given the scarcity of water and the projected drier and hotter climate in the American Southwest, we suggest curbing the expansion of golf courses and implement more sustainable management practices.

ContributorsHill, Julian (Author) / Wu, Jiaguo (Thesis director) / Pock, Ernie (Committee member) / Barrett, The Honors College (Contributor) / School of Sustainability (Contributor) / School of Life Sciences (Contributor)

Created2023-05

The Legal Implications of Deed Restrictions on Golf Course Property

Description

In this thesis, we analyze the case, Swain, et al. v. Bixby Village, et al., the Ahwatukee Lakes Golf Course case, and the legal findings surrounding it. First, this thesis examines the history of the case and its ongoing litigation. Next, the background information on select definitions and other related…

In this thesis, we analyze the case, Swain, et al. v. Bixby Village, et al., the Ahwatukee Lakes Golf Course case, and the legal findings surrounding it. First, this thesis examines the history of the case and its ongoing litigation. Next, the background information on select definitions and other related cases is examined. Finally, this thesis analyzes three main points addressed in the Appellate Court’s Opinion on the case and presents potential next steps and recommendations for an equitable solution on both sides of this and future cases concerning land restricted to golf course use.

ContributorsEngler, Joelle Samantha (Co-author) / Asher, Rebecca (Co-author) / Gammage, Grady (Thesis director) / Stapp, Mark (Committee member) / Cassidy, Delilah (Committee member) / Historical, Philosophical & Religious Studies (Contributor) / School of Accountancy (Contributor) / Department of Economics (Contributor) / Barrett, The Honors College (Contributor)

Created2020-05

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