Data Analysis in Sport


Author: Peter O'Donoghue,Lucy Holmes
Publisher: Routledge
ISBN: 1317810376
Category: Medical
Page: 278
View: 9551

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Making sense of sports performance data can be a challenging task but is nevertheless an essential part of performance analysis investigations. Focusing on techniques used in the analysis of sport performance, this book introduces the fundamental principles of data analysis, explores the most important tools used in data analysis, and offers guidance on the presentation of results. The book covers key topics such as: The purpose of data analysis, from statistical analysis to algorithmic processing Commercial packages for performance and data analysis, including Focus, Sportscode, Dartfish, Prozone, Excel, SPSS and Matlab Effective use of statistical procedures in sport performance analysis Analysing data from manual notation systems, player tracking systems and computerized match analysis systems Creating visually appealing ‘dashboard’ interfaces for presenting data Assessing reliability. The book includes worked examples from real sport, offering clear guidance to the reader and bringing the subject to life. This book is invaluable reading for any student, researcher or analyst working in sport performance or undertaking a sport-related research project or methods course

Performance Analysis in Team Sports


Author: Pedro Passos,Duarte Araújo,Anna Volossovitch
Publisher: Routledge
ISBN: 1317577663
Category: Sports & Recreation
Page: 252
View: 2341

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Filling an important gap in performance analysis literature, this book introduces the key concepts and practical applications of performance analysis for team sports. It draws on cutting-edge research to examine individual and collective behaviours across an array of international team sports. Evidencing the close relationship between coaching and performance analysis, it promotes a better understanding of the crucial role of performance analysis in team sports for achieving successful results. This book not only presents a variety of different ways to analyse performance in team sports, but also demonstrates how scientific data can be used to enrich performance analysis. Part one delineates the main guidelines for research in performance analysis, discussing the characteristics of team sports, coaching processes, variables characterizing performance and methods for team member interaction analysis. Part two drills down into performance analysis across a range of team sports including soccer, basketball, handball, ice hockey, volleyball and rugby. Performance Analysis in Team Sports is an essential companion for any course or research project on sports performance analysis or sports coaching, and an invaluable reference for professional analysts.

Research Methods for Sports Performance Analysis


Author: Peter O'Donoghue
Publisher: Routledge
ISBN: 1134005369
Category: Science
Page: 296
View: 7865

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Modern techniques of sports performance analysis enable the sport scientist, coach and athlete to objectively assess, and therefore improve upon, sporting performance. They are an important tool for any serious practitioner in sport and, as a result, performance analysis has become a key component of degree programmes in sport science and sports coaching. Research Methods for Sports Performance Analysis explains how to undertake a research project in performance analysis including: selection and specification of a research topic the research proposal gaining ethical approval for a study developing a performance analysis system testing a system for reliability analysing and discussing data writing up results. Covering the full research cycle and clearly introducing the key themes and issues in contemporary performance analysis, this is the only book that sports students will need to support a research project in performance analysis, from undergraduate dissertation to doctoral thesis. Including case studies, examples and data throughout, this book is essential reading for any student or practitioner with an interest in performance analysis, sports coaching or applied sport science.

An Introduction to Performance Analysis of Sport


Author: Peter O'Donoghue
Publisher: Routledge
ISBN: 1317810341
Category: Medical
Page: 274
View: 4504

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Performance analysis has become an essential tool for coaches, athletes, sports organisations and academic researchers. Collecting and interpreting performance data enables coaches to improve their training programmes, athletes to make better tactical decisions, sports organisations to manage teams more effectively, and researchers to develop a better understanding of sports performance. This book is an essential introduction to the fundamental principles of performance analysis of sport and how to develop and operate performance analysis systems. Containing worked examples from real sporting events throughout, the book introduces the basics of quantitative and qualitative performance analysis, reviews the different types of data and information that performance analysis can generate, and explains how to test for reliability. It presents a step-by-step guide to developing both manual and computerised analysis systems, and writing up and presenting findings from performance analysis programmes. Representing the most up-to-date, concise and engaging introduction to sports performance analysis, this book is an ideal course text for all introductory performance analysis courses, as well as an invaluable primer for coaches and practitioners in sport.

Sports Analytics

Analysis, Visualisation and Decision Making in Sports Performance
Author: Ambikesh Jayal,Allistair McRobert,Giles Oatley,Peter O'Donoghue
Publisher: Routledge
ISBN: 1351838954
Category: Sports & Recreation
Page: 272
View: 7621

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As the analysis of big datasets in sports performance becomes a more entrenched part of the sporting landscape, so the value of sport scientists and analysts with formal training in data analytics grows. Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performance provides the most authoritative and comprehensive guide to the use of analytics in sport and its application in sports performance, coaching, talent identification and sports medicine available. Employing an approach-based structure and integrating problem-based learning throughout the text, the book clearly defines the difference between analytics and analysis and goes on to explain and illustrate methods including: Interactive visualisation Simulation and modelling Geospatial data analysis Spatiotemporal analysis Machine learning Genomic data analysis Social network analysis Offering a mixed-methods case study chapter, no other book offers the same level of scientific grounding or practical application in sports data analytics. Sports Analytics is essential reading for all students of sports analytics, and useful supplementary reading for students and professionals in talent identification and development, sports performance analysis, sports medicine and applied computer science.

Statistics for Sport and Exercise Studies

An Introduction
Author: Peter O'Donoghue
Publisher: Taylor & Francis
ISBN: 1136479279
Category: Mathematics
Page: 416
View: 2233

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Statistics for Sport and Exercise Studies guides the student through the full research process, from selecting the most appropriate statistical procedure, to analysing data, to the presentation of results, illustrating every key step in the process with clear examples, case-studies and data taken from real sport and exercise settings. Every chapter includes a range of features designed to help the student grasp the underlying concepts and relate each statistical procedure to their own research project, including definitions of key terms, practical exercises, worked examples and clear summaries. The book also offers an in-depth and practical guide to using SPSS in sport and exercise research, the most commonly used data analysis software in sport and exercise departments. In addition, a companion website includes more than 100 downloadable data sets and work sheets for use in or out of the classroom, full solutions to exercises contained in the book, plus over 1,300 PowerPoint slides for use by tutors and lecturers. Statistics for Sport and Exercise Studies is a complete, user-friendly introduction to the use of statistical tests, techniques and procedures in sport, exercise and related subjects. Visit the companion website at: www.routledge.com/cw/odonoghue

Single-Case Research Methods in Sport and Exercise Psychology


Author: Jamie Barker,Paul McCarthy,Marc Jones,Aidan Moran
Publisher: Routledge
ISBN: 1135189366
Category: Medical
Page: 224
View: 3700

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What is single-case research? How can single-case methods be used within sport and exercise? Single-case research is a powerful method for examining change in outcome variables such as behaviour, performance and psychological constructs, and for assessing the efficacy of interventions. It has innumerable uses within the context of sport and exercise science, such as in the development of more effective performance techniques for athletes and sportspeople and in helping us to better understand exercise behaviours in clinical populations. However, the fundamental principles and techniques of single-case research have not always been clearly understood by students and researchers working in these fields. Single-Case Research Methods in Sport and Exercise Psychology is the first book to fully explain single-case research in the context of sport and exercise. Starting with first principles, the book offers a comprehensive introduction to the single-case research process, from study design to data analysis and presentation. Including case studies and examples from across sport and exercise psychology, the book provides practical guidance for students and researchers and demonstrates the advantages and common pitfalls of single-case research for anybody working in applied or behavioural science in a sport or exercise setting.

Notational Analysis of Sport

Systems for Better Coaching and Performance in Sport
Author: Mike Hughes,Ian M. Franks
Publisher: Psychology Press
ISBN: 9780415290043
Category: Education
Page: 304
View: 7098

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First published in 1997. Routledge is an imprint of Taylor & Francis, an informa company.

Complex Sport Analytics


Author: Felix Lebed
Publisher: Routledge
ISBN: 1317434757
Category: Sports & Recreation
Page: 298
View: 8545

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This book is the first to combine principles from analytics, complex systems theory, multi-disciplinary diagnostics and sport performance analysis. It considers athletes, teams, and sport organizations in individual and team games as complex systems, and demonstrates how complexity studies can enrich analytics and give us a more sophisticated understanding of the causalities of winning and losing in sports. Part I introduces the basic categories of analytics and their uses in elite sport. Part II presents an original conception of sport analytics both as a complex of different kinds of processes and as a complexity-adapted view of human systems acting in sport performance and management. Part III considers the main principles of complex sport analytics, expanding the prism of complexity to include all levels of a sport organization from athletes, coaches and trainers to top decision makers, and suggests practical applications and simulations for cases of both individual and team sports. This is illuminating reading for any advanced student, researcher or practitioner working in sport analytics, performance analysis, coaching science or sport management.

Routledge Handbook of Sports Performance Analysis


Author: Tim McGarry,Peter O'Donoghue,Jaime Sampaio
Publisher: Routledge
ISBN: 0415673615
Category: Sports & Recreation
Page: 491
View: 797

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Sport performance analysis techniques help coaches, athletes and sport scientists develop an objective understanding of actual sport performance, as opposed to self-report, fitness tests or laboratory based experiments. For example, contemporary performance analysis enables elite sports people and coaches to obtain live feedback of match statistics and video sequences using flexible internet systems, systems that have become an indispensible tool for all those involved in high performance sport. The Routledge Handbook of Sports Performance Analysis is the most comprehensive guide to this exciting and dynamic branch of sport science ever to be published. The book explores performance analysis across the four main contexts in which it is commonly used: support for coaches and athletes; the media; judging sport contests, and academic research. It offers an up-to-date account of methodological advances in PA research, assesses the evidence underpinning contemporary theories of sport performance, and reviews developments in applied PA across a wide range of sports, from soccer to track and field athletics. Covering every important aspect of PA, including tactics, strategy, mechanical aspects of technique, physical aspects of performance such as work-rate, coach behaviour and referee behaviour, this is an essential reference for any serious student, researcher or practitioner working in sport performance analysis, sport coaching or high performance sport.

Doing a Research Project in Sport Performance Analysis


Author: Peter O'Donoghue,Lucy Holmes,Gemma Robinson
Publisher: Routledge
ISBN: 1317213025
Category: Sports & Recreation
Page: 222
View: 3072

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The research project or dissertation is a core component of any degree programme in the rapidly developing discipline of sport performance analysis. This highly practical and accessible book provides a complete step-by-step guide to doing a research project. Showcasing the very latest research methods, it covers the whole research process, from identifying a research question and system development to data collection, data analysis and writing up the results. Introducing the fundamentals of project planning and management, this book highlights the importance of research ethics and explains the differences between successful undergraduate and postgraduate projects. Full of expert advice and original insights that can be applied to theoretical and empirical research projects, it covers all the key aspects of conducting a degree-level research project, including: selecting a research topic and writing a research proposal working with a supervisor understanding research ethics implementing best practices for project management collecting, interpreting and presenting results. Doing a Research Project in Sport Performance Analysis is an indispensable guide for any student, lecturer or practitioner working in sport performance analysis.

Essentials of Performance Analysis in Sport

second edition
Author: Mike Hughes,Ian Franks
Publisher: Routledge
ISBN: 1317691385
Category: Sports & Recreation
Page: 458
View: 6749

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Now in a fully revised and updated second edition, Essentials of Performance Analysis in Sport is a comprehensive and authoritative guide to this core discipline of contemporary sport science. It introduces the fundamental theory of match and performance analysis, using real-world illustrative examples and data throughout, and explores the applied contexts in which analysis can have a significant influence on performance. This second edition includes three completely new chapters covering the key emerging topics of dynamic systems, momentum and performance profiling, as well as updated coverage of core topics in the performance analysis curriculum such as: designing notation systems analysing performance data qualitative analysis of technique time-motion analysis probability using feedback technologies performance analysis and coaching. With extended coverage of contemporary issues in performance analysis and contributions from leading performance analysis researchers and practitioners, Essentials of Performance Analysis in Sport is a complete textbook for any performance analysis course, as well as an invaluable reference for sport science or sport coaching students and researchers, and any coach, analyst or athlete looking to develop their professional insight.

Data Analytics in Football

Positional Data Collection, Modelling and Analysis
Author: Daniel Memmert,Dominik Raabe
Publisher: Routledge
ISBN: 1351210149
Category: Sports & Recreation
Page: 174
View: 1427

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Data Analytics in Football provides students, researchers and coaches with a firm grounding in the principles of modern performance analysis. It offers an insight into the use of positional data, exploring how it can be collected, modelled, analysed and interpreted. Introducing cutting-edge methods, the book challenges long-held assumptions and encourages a new way of thinking about football analysis. ? Based on data collected from the German Bundesliga and the UEFA Champions League, the book seeks to define the role of positional data in football match analysis by exploring topics such as: What is positional data analysis and how did it emerge from conventional match analysis? How can positional data be collected and which technologies can be used? What are the benefits of a data-driven approach to decision making in football? What Key Performance Indicators based on positional data should be used? How can traditional match analysis be complemented by using positional data and advanced KPIs? How can these new methods evolve in the future? ? Accessibly written, packed full of examples from elite football and supplemented with expert interviews (Ralf Rangnick, Urs Siegenthaler and others), Data Analytics in Football is a thought-provoking, rigorously evidence-based guide to the use of data analytics in football performance analysis. As such, it is a vital resource for any student, researcher or coach interested in performance analysis and skill acquisition, or anyone interested in football more generally.

Performance Analysis of Sport IX


Author: Derek M. Peters,Peter O'Donoghue
Publisher: Routledge
ISBN: 1136167374
Category: Medical
Page: 328
View: 1584

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Performance analysis techniques help coaches, athletes and sport science support officers to develop a better understanding of sport performance and therefore to devise more effective methods for improving that performance. Performance Analysis of Sport IX is the latest in a series of volumes that showcase the very latest scientific research into performance analysis, helping to bridge the gap between theory and practice in sport. Drawing on data from a wide variety of sports, the book covers every key topic and sub-discipline in performance analysis, including: analysis of technique technical effectiveness tactical evaluation studying patterns of play motor learning and feedback work rate and physical demands performance analysis technology analysis of elite athletes and teams effectiveness of performance analysis support observational analysis of injury risk analysis of referees Effective performance analysis is now an essential component of the high performance strategy of any elite sport team or individual athlete. This book is therefore essential reading for any advanced student or researcher working in performance analysis, and invaluable reading for any sport science support officer, coach or athletic trainer looking for ways to improve their work with athletes

Computer Science in Sport

Research and Practice
Author: Arnold Baca
Publisher: Routledge
ISBN: 1134711158
Category: Computers
Page: 236
View: 4590

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Computers are a fundamentally important tool in sport science research, sports performance analysis and, increasingly, in coaching and education programmes in sport. This book defines the field of ‘sport informatics’, explaining how computer science can be used to solve sport-related problems, in both research and applied aspects. Beginning with a clear explanation of the functional principles of hardware and software, the book examines the key functional areas in which computer science is employed in sport, including: knowledge discovery and database development data acquisition, including devices for measuring performance data motion tracking and analysis systems modelling and simulation match analysis systems e-learning and multimedia in sports education Bridging the gap between theory and practice, this book is important reading for any student, researcher or practitioner working in sport science, sport performance analysis, research methods in sport, applied computer science or informatics.

The Research Process in Sport, Exercise and Health

Case Studies of Active Researchers
Author: Rich Neil,Sheldon Hanton,Scott Fleming,Kylie Wilson
Publisher: Routledge
ISBN: 1136455795
Category: Sports & Recreation
Page: 266
View: 3659

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What are the challenges and potential pitfalls of real research? What decision-making process is followed by successful researchers? The Research Process in Sport, Exercise and Health fills an important gap in the research methods literature. Conventional research methods textbooks focus on theory and descriptions of hypothetical techniques, while the peer-reviewed research literature is mainly concerned with discussion of data and the significance of results. In this book, a team of successful researchers from across the full range of sub-disciplines in sport, exercise and health discuss real pieces of research, describing the processes they went through, the decisions that they made, the problems they encountered and the things they would have done differently. As a result, the book goes further than any other in bringing the research process to life, helping students identify potential issues and problems with their own research right at the beginning of the process. The book covers the whole span of the research process, including: identifying the research problem justifying the research question choosing an appropriate method data collection and analysis identifying a study’s contribution to knowledge and/or applied practice disseminating results. Featuring real-world studies from sport psychology, biomechanics, sports coaching, ethics in sport, sports marketing, health studies, sport sociology, performance analysis, and strength and conditioning, the book is an essential companion for research methods courses or dissertations on any sport or exercise degree programme.

The Essentials of Performance Analysis

An Introduction
Author: Mike Hughes,Ian Franks
Publisher: Routledge
ISBN: 1134097557
Category: Education
Page: 344
View: 2919

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What is performance analysis and how does its use benefit sports performance? How can you use performance analysis in your sport? The Essentials of Performance Analysis answers your questions, providing a complete guide to the foundational elements of match and performance analysis for new students and beginners. As well as a basic introduction to the sport science and theory that underlies performance analysis, the book contains many practical examples to show performance analysis in its applied context. It includes discussion of: approaches to analyzing sport performance the use of feedback technologies the use of video and biomechanical analysis interpreting data coaching with notational analysis. The Essentials of Performance Analysis is a straightforward, concise and authoritative guide for students of sport science and sports coaching, as well as for coaches and athletes looking to develop their insight into sports performance analysis.

Data Analysis and Research for Sport and Exercise Science

A Student Guide
Author: Craig Williams,Chris Wragg
Publisher: Routledge
ISBN: 1134439016
Category: Sports & Recreation
Page: 152
View: 971

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Data Analysis and Research for Sport and Exercise Science is tailored to suit undergraduate sports and exercise science students seeking a clear understanding of data and statistics to support their scientific research. The text is divided into three main areas: Research and Design, Data Analysis and the Interpretation of Findings. Topics covered in the book include: * introduction to the scientific research method * the literature review * developing your research question and experimental design * using statistical analysis to interpret results * presentation of your data * discussing your results and drawing conclusions. Both authors have supervised many student dissertations and have an excellent understanding of the concerns and pitfalls facing those new to this field.

Complex Systems in Sport


Author: Keith Davids,Robert Hristovski,Duarte Araújo,Natalia Balague Serre,Chris Button,Pedro Passos
Publisher: Routledge
ISBN: 1136482156
Category: Medical
Page: 346
View: 2452

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Complex systems in nature are those with many interacting parts, all capable of influencing global system outcomes. There is a growing body of research that has modeled sport performance from a complexity sciences perspective, studying the behavior of individual athletes and sports teams as emergent phenomena which self-organise under interacting constraints. This book is the first to bring together experts studying complex systems in the context of sport from across the world to collate core theoretical ideas, current methodologies and existing data into one comprehensive resource. It offers new methods of analysis for investigating representative complex sport movements and actions at an individual and team level, exploring the application of methodologies from the complexity sciences in the context of sports performance and the organization of sport practice. Complex Systems in Sport is important reading for any advanced student or researcher working in sport and exercise science, sports coaching, kinesiology or human movement.

Sport Analytics

A data-driven approach to sport business and management
Author: Gil Fried,Ceyda Mumcu
Publisher: Taylor & Francis
ISBN: 1317212886
Category: Business & Economics
Page: 256
View: 3319

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The increasing availability of data has transformed the way sports are played, promoted and managed. This is the first textbook to explain how the big data revolution is having a profound influence across the sport industry, demonstrating how sport managers and business professionals can use analytical techniques to improve their professional practice. While other sports analytics books have focused on player performance data, this book shows how analytics can be applied to every functional area of sport business, from marketing and event management to finance and legal services. Drawing on research that spans the entire sport industry, it explains how data is influencing the most important decisions, from ticket sales and human resources to risk management and facility operations. Each chapter contains real world examples, industry profiles and extended case studies which are complimented by a companion website full of useful learning resources. Sport Analytics: A data-driven approach to sport business and management is an essential text for all sport management students and an invaluable reference for any sport management professional involved in operational research.