Keith Davids – författare

To understand the dynamic patterns of behaviours and interactions between athletes that characterize successful performance in different sports is an important challenge for all sport practitioners. This book guides the reader in understanding how an ecological dynamics framework for use of artificial intelligence (AI) can be implemented to interpret sport performance and the design of practice contexts.

By examining how AI methodologies are utilized in team games, such as football, as well as in individual sports, such as golf and climbing, this book provides a better understanding of the kinematic and physiological indicators that might better capture athletic performance by looking at the current state-of-the-art AI approaches.

Artificial Intelligence in Sport Performance Analysis provides an all-encompassing perspective in an innovative approach that signals practical applications for both academics and practitioners in the fields of coaching, sports analysis, and sport science, as well as related subjects such as engineering, computer and data science, and statistics.

To understand the dynamic patterns of behaviours and interactions between athletes that characterize successful performance in different sports is an important challenge for all sport practitioners. This book guides the reader in understanding how an ecological dynamics framework for use of artificial intelligence (AI) can be implemented to interpret sport performance and the design of practice contexts.

By examining how AI methodologies are utilized in team games, such as football, as well as in individual sports, such as golf and climbing, this book provides a better understanding of the kinematic and physiological indicators that might better capture athletic performance by looking at the current state-of-the-art AI approaches.

Artificial Intelligence in Sport Performance Analysis provides an all-encompassing perspective in an innovative approach that signals practical applications for both academics and practitioners in the fields of coaching, sports analysis, and sport science, as well as related subjects such as engineering, computer and data science, and statistics.

This book offers an ecological conceptualisation of physical literacy. Re-embracing our ancestry as hunter gatherers we gain a new appreciation and understanding of the importance of play, not only in terms of how children learn, but also in showing us as educators how we can lay the foundations for lifelong physical activity. The concept of physical literacy has been recognised and understood throughout history by different communities across the globe. Today, as governments grapple with the multiple challenges of urban life in the 21st century, we can learn from our forebears how to put play at the centre of children’s learning in order to build a more enduring physically active society.

This book examines contemporary pedagogical approaches, such as constraints-led teaching, nonlinear pedagogy and the athletic skills model, which are underpinned by the theoretical framework of Ecological Dynamics. It is suggested that through careful design, these models, aimed at children, as well as young athletes, can (i) encourage play and facilitate physical activity and motor learning in children of different ages, providing them with the foundational skills needed for leading active lives; and (ii), develop young athletes in elite sports programmes in an ethical, enriching and supportive manner.

Through this text, scientists, academics and practitioners in the sub-disciplines of motor learning and motor development, physical education, sports pedagogy and physical activity and exercise domains will better understand how to design programmes that encourage play and thereby develop the movement skills, self-regulating capacities, motivation and proficiency of people, so that they can move skilfully, effectively and efficiently while negotiating changes throughout the human lifespan.

This book offers an ecological conceptualisation of physical literacy. Re-embracing our ancestry as hunter gatherers we gain a new appreciation and understanding of the importance of play, not only in terms of how children learn, but also in showing us as educators how we can lay the foundations for lifelong physical activity. The concept of physical literacy has been recognised and understood throughout history by different communities across the globe. Today, as governments grapple with the multiple challenges of urban life in the 21st century, we can learn from our forebears how to put play at the centre of children’s learning in order to build a more enduring physically active society.

This book examines contemporary pedagogical approaches, such as constraints-led teaching, nonlinear pedagogy and the athletic skills model, which are underpinned by the theoretical framework of Ecological Dynamics. It is suggested that through careful design, these models, aimed at children, as well as young athletes, can (i) encourage play and facilitate physical activity and motor learning in children of different ages, providing them with the foundational skills needed for leading active lives; and (ii), develop young athletes in elite sports programmes in an ethical, enriching and supportive manner.

Through this text, scientists, academics and practitioners in the sub-disciplines of motor learning and motor development, physical education, sports pedagogy and physical activity and exercise domains will better understand how to design programmes that encourage play and thereby develop the movement skills, self-regulating capacities, motivation and proficiency of people, so that they can move skilfully, effectively and efficiently while negotiating changes throughout the human lifespan.

Nonlinear Pedagogy is a powerful paradigm for understanding human movement and for designing effective teaching, coaching and training programmes in sport, exercise and physical education (PE). It addresses the inherent complexity in learning movement skills, viewing the learner, the learning environment and the teacher or coach as a complex interacting system. The constraints of individual practice tasks provide the platform for functional movement behaviours to emerge during practice and performance.

The second edition includes new materials, of practical, theoretical and empirical relevance, to enhance understanding of how to implement a Nonlinear Pedagogy to support learning in sport, PE and physical activity. There is updated, in-depth discussion on the various pedagogical principles that support Nonlinear Pedagogy and how these principles are applicable in learning designs in sports and physical education. There is further emphasis on examining how transfer of learning is implicated in practice, highlighting its relevance on skill adaptation and talent development.

The first part of the book updates the general theoretical framework to explain processes of skill acquisition and motor learning. This edition draws clearer links between skill acquisition, expertise and talent development, focusing on how specificity and generality of transfer have a role to play in the development of learners.

The book defines Nonlinear Pedagogy and outlines its key principles of practice. It offers a thorough and critical appraisal of the functional use of instructional constraints and practice design. It discusses methods for creating challenging and supportive individualised learning environments at developmental, sub-elite and elite levels of performance. The second part focuses on the application of Nonlinear Pedagogy in sports and PE. There is a greater emphasis on helping applied scientists and practitioners understand the impact of Nonlinear Pedagogy on transfer of learning. Every chapter is updated to provide relevant contemporary cases and examples from sport and exercise contexts, providing guidance on practice activities and lessons. Nonlinear Pedagogy in Skill Acquisition is an essential companion for any degree-level course in skill acquisition, motor learning, sport science, sport pedagogy, sports coaching practice, or pedagogy or curriculum design in physical education.

Nonlinear Pedagogy is a powerful paradigm for understanding human movement and for designing effective teaching, coaching and training programmes in sport, exercise and physical education (PE). It addresses the inherent complexity in learning movement skills, viewing the learner, the learning environment and the teacher or coach as a complex interacting system. The constraints of individual practice tasks provide the platform for functional movement behaviours to emerge during practice and performance.

The second edition includes new materials, of practical, theoretical and empirical relevance, to enhance understanding of how to implement a Nonlinear Pedagogy to support learning in sport, PE and physical activity. There is updated, in-depth discussion on the various pedagogical principles that support Nonlinear Pedagogy and how these principles are applicable in learning designs in sports and physical education. There is further emphasis on examining how transfer of learning is implicated in practice, highlighting its relevance on skill adaptation and talent development.

The first part of the book updates the general theoretical framework to explain processes of skill acquisition and motor learning. This edition draws clearer links between skill acquisition, expertise and talent development, focusing on how specificity and generality of transfer have a role to play in the development of learners.

The book defines Nonlinear Pedagogy and outlines its key principles of practice. It offers a thorough and critical appraisal of the functional use of instructional constraints and practice design. It discusses methods for creating challenging and supportive individualised learning environments at developmental, sub-elite and elite levels of performance. The second part focuses on the application of Nonlinear Pedagogy in sports and PE. There is a greater emphasis on helping applied scientists and practitioners understand the impact of Nonlinear Pedagogy on transfer of learning. Every chapter is updated to provide relevant contemporary cases and examples from sport and exercise contexts, providing guidance on practice activities and lessons. Nonlinear Pedagogy in Skill Acquisition is an essential companion for any degree-level course in skill acquisition, motor learning, sport science, sport pedagogy, sports coaching practice, or pedagogy or curriculum design in physical education.