Sport performance analytic methods:
"The purpose of this book is to serve as a methods text to teach people the process of understanding, collecting, analyzing, interpreting, and presenting sport performance analytics. Additionally, the process and procedures presented in this book will assist sport administrators in making decis...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Champaign, IL
Human Kinetics
[2025]
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Klappentext |
| Zusammenfassung: | "The purpose of this book is to serve as a methods text to teach people the process of understanding, collecting, analyzing, interpreting, and presenting sport performance analytics. Additionally, the process and procedures presented in this book will assist sport administrators in making decisions that affect the overall success and performance of the organization. The book introduces the field of sport performance analytics, discusses the types and importance of data, meaningful data collection strategies, data analysis procedures, analytic techniques, data presentation, and data-based decision making for the sport performance coach, performance data analysts, and organization administrators. The data analytic section offers detailed information on both qualitative and quantitative techniques, as well as both group comparison and predictive analytic techniques"-- |
| Beschreibung: | xi, 203 Seiten Illustrationen, Diagramme |
| ISBN: | 9781718217911 |
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Datensatz im Suchindex
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CONTENTS Preface vii ; Student and Instructor Resources Acknowledgments CHAPTER 1 ix xi INTRODUCTION TO SPORT PERFORMANCE ANALYTICS Historical Foundations of Sport Performance Analytics Steps in the SPA Process Scope of Sport Performance Analytics Limitations of Sport Performance Analytics CHAPTER 2 UNDERSTANDING DATA Data Categories Variables Unit of Analysis Depth of Data Validity and Reliability of Data CHAPTER 3 DATA COLLECTION Measurement Tools Collecting Qualitative Data Instrument Quality Process Approval Organizing and Preparing Data Data Entry CHAPTER 4 DESCRIPTIVE STATISTICS Frequency Distributions Normal Distribution Measures of Central Tendency Data Variation CHAPTER S INFERENTIAL STATISTICS FDR GROUP COMPARISONS Concepts of Hypothesis Testing Parametric and Nonparametric Statistics Correlation Coefficient tTest Analysis of Variance (ANOVA) Multiple Analysis of Variance (MANOVA) Analysis of Covariance (ANCOVA) 1 3 8 16 18 23 26 29 33 34 34 41 44 50 52 56 57 58 61 63 66 68 71 73 81 85 87 91 95 98 101
CHAPTER 6 107 PREDICTIVE STATISTICS no 110 122 Simple Linear Regression Multiple Linear Regression Logistic Regression CHAPTER 7 IBS QUALITATIVE DATA ANALYSIS Framework and Systematic Observation Analysis Content Analysis Narrative Analysis Discourse Analysis Thematic Analysis Grounded Theory CHAPTER 0 145 DATA PRESENTATION Data Reduction Presentation Styles Dynamic Data Presentation Augmented and Static Data Presentation Group and Individual Data Presentation CHAPTER 3 Technical Performance Decisions Physiology-Based Decisions Safety-Based Decisions Strategic and Tactical Decisions Dynamic Tactical Decisions Prediction-Based Decisions Organizational Strategic Data-Based Decisions 191 J Index About the Author 147 149 162 164 165 171 DATA-BASED DECISION MAKING Glossary 133 134 136 138 139 141 197 203 172 175 177 178 182 185 186
SPORT PERFORMANCE ANALYTIC a METHODS In today's sports world, decision makers, coaches, trainers, and athletes readily embrace sport performance analytics (SPA) and expect decisions to be based on such analyses. Organizations adept at collecting data, analyzing data, and applying findings enjoy a competitive advantage on the field—and a positive impact on the bottom line. For sport management students with a passion for sports and an aptitude for analytics, SPA presents an enticing career choice—one in high demand. Sport Performance Analytic Methods introduces students to the field of SPA and walks them through the entire SPA process. This unparalleled approach equips students to employ SPA tools and techniques to make informed decisions affecting organization performance and success. The seven-step SPA model serves as underpinnings for the text. Students learn the various tools and methods for collecting quantitative and qualitative data, analyzing data, and interpreting and presenting results, all while leveraging SPA in the decision-making process. Related online resources provide hands-on learning tools that bring SPA concepts to life. Included are descriptions of the primary SPA software packages as well as modules depicting various statistical procedures that students go through step by step, inputting results, checking for accuracy, and improving performance. With Sport Performance Analytic Methods, students and practitioners will gain a solid understanding of the underlying principles and applications of sport performance analytics to improve sport performance
outcomes. Ancillaries for adopting instructors are available online. |
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| illustrated | Illustrated |
| index_date | 2024-07-03T23:08:56Z |
| indexdate | 2024-11-11T09:03:48Z |
| institution | BVB |
| isbn | 9781718217911 |
| language | English |
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| spelling | Todorovich, John R. 1971- Verfasser (DE-588)1334783799 aut Sport performance analytic methods John R. Todorovich Champaign, IL Human Kinetics [2025] xi, 203 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier "The purpose of this book is to serve as a methods text to teach people the process of understanding, collecting, analyzing, interpreting, and presenting sport performance analytics. Additionally, the process and procedures presented in this book will assist sport administrators in making decisions that affect the overall success and performance of the organization. The book introduces the field of sport performance analytics, discusses the types and importance of data, meaningful data collection strategies, data analysis procedures, analytic techniques, data presentation, and data-based decision making for the sport performance coach, performance data analysts, and organization administrators. The data analytic section offers detailed information on both qualitative and quantitative techniques, as well as both group comparison and predictive analytic techniques"-- Trainingswissenschaft (DE-588)4185854-2 gnd rswk-swf Sportliche Leistung (DE-588)4198332-4 gnd rswk-swf Leistungsmessung (DE-588)4167290-2 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Physical fitness / Testing Athletic ability / Testing Sports / Statistical methods SPORTS & RECREATION / Business Aspects Sportliche Leistung (DE-588)4198332-4 s Trainingswissenschaft (DE-588)4185854-2 s Leistungsmessung (DE-588)4167290-2 s Statistik (DE-588)4056995-0 s DE-604 Erscheint auch als Online-Ausgabe, EPUB 978-1-7182-1792-8 Erscheint auch als Online-Ausgabe, PDF 978-1-7182-1793-5 Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034771842&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034771842&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Todorovich, John R. 1971- Sport performance analytic methods Trainingswissenschaft (DE-588)4185854-2 gnd Sportliche Leistung (DE-588)4198332-4 gnd Leistungsmessung (DE-588)4167290-2 gnd Statistik (DE-588)4056995-0 gnd |
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| title | Sport performance analytic methods |
| title_auth | Sport performance analytic methods |
| title_exact_search | Sport performance analytic methods |
| title_exact_search_txtP | Sport performance analytic methods |
| title_full | Sport performance analytic methods John R. Todorovich |
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| title_short | Sport performance analytic methods |
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