50 pages data analysis
A
PIONEERING PROJECT ON WEARABLE TECH AND WIDE-RECEIVER PRACTICE AND PLAY PERFORMANCE
A PROJECT
Presented to the faculty of the Department of Graduate and Professional Studies in
Education
Submitted in partial satisfaction of the requirements for a degree of
MASTERS OF ARTS
In
Education
(Educational Technology)
By
Spring
2
022
©2022
Joey Lewis
ALL RIGHTS RESERVED
A PIONEERING PROJECT ON WEARABLE TECH AND WIDE-RECEIVER PRACTICE AND PLAY PERFORMANCE
A Project
By
Approved by:
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__________________________ ___, Committee Chair Name _____________________________, Second Reader Name Date |
Student: Name Here
I certify that this student has met the requirements for format contained in the University format manual, and this project is suitable for electronic submission to the library and credit is to be awarded for the thesis.
_______________________, Graduate Coordinator
_____________________
Date
Department of Graduate and Professional Studies in Education
Abstract
Of
PIONEERING PROJECT ON WEARABLE TECH AND WIDE-RECEIVER PRACTICE AND PLAY PERFORMANCE
By
Masters of Arts in Education
ACKNOWLEDGEMENTS
TABLE OF CONTENTS
Chapter 1
INTRODUCTION
Statement of the Problem
Theoretical Framework
Chapter 2
Project Overview/Statement of problem
This project uses a device called catapault that tracks speed of wide receivers in game vs practice. During the 10 game American football season a group of 13 wide receiver wore this tracking device. In this project it will show what is the best amount of time to practice in order for wide receivers and football players to reach top speeds in game based on the catapaults data. Statement of problem
The problem is that many coaches over train athletes so they are not ready for the game. Some practice sessions are to long and increase athletes chances of fatigue and injury on game day. Ideally we want athletes to perform at their best on game day so there has to be a “sweet spot” for the optimal amount of practice time to keep athletes fresh for game day. This amount of practice time will assist coaches on giving football players the right amount of time to practice to maximize the most in practice and not go overboard resulting in poor performance on game day.
REVIEW OF LITERATURE (10 Pages 10 scholarly sources no more than 5-10 years outdated)
Introduction
History of evolution of of Practice and Performance training in football how has this question of minutes of practice v. performance been tracked? 1970, 80, 90, 2000, 2010 to present
History of evolution Prac and Perf for wide receivers? 1970, 80, 90, 2000, 2010 to present
Bridge from old practices to new ones with wearable tech.
Present What is this wearable tech? History? Claims
What to Kins have to say? Sports Psychology (placebo effect?)
Any studies on this specific vest.
2
APioneering Project on Wearable Tech and Wide-Receiver Practice and Play Performance
Vests for tracking performance
Kinesiology
Catapault
Strength Coaching
How fast and practice time how does that affect gametime?
What is the optimal practice time to reach to
Chapter 1 Introduction (5 pages)
Wearable tech
Context When, How long, purp. Include what the week looks like for players
Describe quantity of data that you have.
The question is, what use it?
Statement of the Problem
RQ Does tracking performance during practice time using wearable tech impact performance during game time?
Is there a relationship between wide receiver practice / speed and game time / speed?
Select the week day to be used.
Select a Game (s)
Select Practices
For player who quit, look at average with and without the player. Just exclude.
If so, what is the optimal amount of time for wide-receiver practice and play according to the wearable tech data?
Justification
You do not have a comparison of data before the vest, so you are establishing a foundation for future performance studies. You are the pioneer.
Limitations
Things you cannot control
Things that you cannot claim – example that this wearable tech will change lives, etc.
Small N
Delimitations
You are only studying wide receivers
You are pooling the numbers in aggregated (not comparing individuals)
Only one type of tech.
Chapter 2 Literature review (10 sources or more) 10 pages?
Introduction
History of evolution of of Practice and Performance training in football how has this question of minutes of practice v. performance been tracked? 1970, 80, 90, 2000, 2010 to present
History of evolution Prac and Perf for wide receivers? 1970, 80, 90, 2000, 2010 to present
Bridge from old practices to new ones with wearable tech.
Present What is this wearable tech? History? Claims
What to Kins have to say? Sports Psychology (placebo effect?)
Any studies on this specific vest.
Chapter 3 Methodology 5 Pages
Population
0. Describe populations without any identification. Keep it pooled.
0. Age aver
0. Years of play average
0. Etc.
Method: Regression Produces the Graph on weeks of training and practice mph AND play mpg
Presentation of results Plot the results
Conclusion
Chapter 4 Results 10
Explain the graph and relationships, etc.
Regression table
Plot the results
Explain what they mean
Conclusion
Chapter 5 Discussion and Conclusion 10 pages
Implications of the usefulness of the vest.
Implications for Coaches
Implications for Players
Implications for Optimal Practices
Recommendations
In future studies…. QB, etc.
The End.
MPH Pract
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Mph mph mph
Practices (Week1 — – Wk 2—- Week Latest
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