Variability in Human Performance


Book Description

Understanding the conditions under which variability in performance may arise, and the processes related to its emergence, gives us insight into the development of techniques for improving the quality of performance. Variability in Human Performance details the scientific and the practical implications of human performance variability by providing a broad perspective on how and why such variability occurs across a number of disciplinary domains. The text takes an approach that rests upon the idea of context, or design, specificity in performance, namely that variability in performance is closely referenced to design factors in the environment in which performance is occurring. An exploration of the link between variability and related processes, the book introduces a comprehensive framework for understanding human performance variability, presented in terms of how human control of behavior is closely tied to design factors in the performance environment. The authors introduce empirical evidence, as well as practical examples and application areas, in support of this framework. The book begins with coverage of neurobiological and biomechanical basis of movement variability, then examines rich and extensive empirical evidence available for context specificity in cognitive performance and learning, as a basis for cognitive performance variability. The book then reviews the evidence for context specificity in: Student learning Displaced feedback conditions Human error behavior Affective performance Social and team performance The authors also explore work performance as influenced by complex sociotechnical systems and as a basis for performance variability, applying control systems concepts to an interpretation of the nature and basis of performance variability in all of these domains. They conclude by taking an evolutionary perspective on the origins and behavioral significance of human performance variability. The book then provides strategies on how individuals, groups, and organizations can significantly reduce variability in human performance that often leads to systems failures.










Nonlinear Analysis for Human Movement Variability


Book Description

How Does the Body’s Motor Control System Deal with Repetition? While the presence of nonlinear dynamics can be explained and understood, it is difficult to be measured. A study of human movement variability with a focus on nonlinear dynamics, Nonlinear Analysis for Human Movement Variability, examines the characteristics of human movement within this framework, explores human movement in repetition, and explains how and why we analyze human movement data. It takes an in-depth look into the nonlinear dynamics of systems within and around us, investigates the temporal structure of variability, and discusses the properties of chaos and fractals as they relate to human movement. Providing a foundation for the use of nonlinear analysis and the study of movement variability in practice, the book describes the nonlinear dynamical features found in complex biological and physical systems, and introduces key concepts that help determine and identify patterns within the fluctuations of data that are repeated over time. It presents commonly used methods and novel approaches to movement analysis that reveal intriguing properties of the motor control system and introduce new ways of thinking about variability, adaptability, health, and motor learning. In addition, this text: Demonstrates how nonlinear measures can be used in a variety of different tasks and populations Presents a wide variety of nonlinear tools such as the Lyapunov exponent, surrogation, entropy, and fractal analysis Includes examples from research on how nonlinear analysis can be used to understand real-world applications Provides numerous case studies in postural control, gait, motor control, and motor development Nonlinear Analysis for Human Movement Variability advances the field of human movement variability research by dissecting human movement and studying the role of movement variability. The book proposes new ways to use nonlinear analysis and investigate the temporal structure of variability, and enables engineers, movement scientists, clinicians, and those in related disciplines to effectively apply nonlinear analysis in practice.




Human Performance and Productivity


Book Description

These volumes represent a concerted attempt to link what is known from human performance research to recognized national needs for improving productivity. The product of a National Science Foundation project directed by the series editor, the set features authoritative reviews by leading psychologists in the field. The volumes cover many areas of human performance not included in other books.




Movement System Variability


Book Description

This in-depth, multidisciplinary analysis of the latest research adds a new theoretical interpretation to the role of variability in movement behaviour. Many scientific disciplines are represented in the text and each chapter examines a range of topics.




Measurement and Evaluation in Human Performance, 5E


Book Description

Measurement and Evaluation in Human Performance, Fifth Edition, leads students through the fundamentals of collecting and analyzing human performance data by focusing on the core concepts of reliability and validity and helping students apply their results to real-life situations.




Measurement and Evaluation in Human Performance


Book Description

Measurement and Evaluation in Human Performance, Sixth Edition With HKPropel Access, teaches the fundamentals of collecting and analyzing human performance data by focusing on the concepts of reliability and validity. It features practical applications in kinesiology, physical education, and more




FRAM: The Functional Resonance Analysis Method


Book Description

Resilience engineering has consistently argued that safety is more than the absence of failures. Since the first book was published in 2006, several book chapters and papers have demonstrated the advantage in going behind 'human error' and beyond the failure concept, just as a number of serious accidents have accentuated the need for it. But there has not yet been a comprehensive method for doing so; the Functional Resonance Analysis Method (FRAM) fulfils that need. Whereas commonly used methods explain events by interpreting them in terms of an already existing model, the FRAM is used to model the functions that are needed for everyday performance to succeed. This model can then be used to explain specific events, by showing how functions can be coupled and how the variability of everyday performance sometimes may lead to unexpected and out-of-scale outcomes - either good or bad. The FRAM is based on four principles: equivalence of failures and successes, approximate adjustments, emergence, and functional resonance. As the FRAM is a method rather than a model, it makes no assumptions about how the system under investigation is structured or organised, nor about possible causes and cause-effect relations. Instead of looking for failures and malfunctions, the FRAM explains outcomes in terms of how functions become coupled and how everyday performance variability may resonate. This book presents a detailed and tested method that can be used to model how complex and dynamic socio-technical systems work, to understand why things sometimes go wrong but also why they normally succeed.




Human Performance Enhancement in High-Risk Environments


Book Description

This book presents a collection of works written by military researchers on the human performance research being carried out in the military. Human Performance Enhancement in High-Risk Environments: Insights, Developments, and Future Directions from Military Research takes the breakthrough work being done by the military on human performance issues and presents it in a way that is applicable to a wider audience of high-risk professions and industries, including police forces, fire fighters, the security industry, military contracting, and more. Human Performance Enhancement in High-Risk Environments focuses on selection, training, safety, and interface design—essential steps in the process of putting the right people in the right positions with the right equipment to handle dangerous work. The book's 16 chapters are each written by military experts, emphasizing lessons learned from their own experiences and research, while highlighting the relevance of their findings to other domains in which highly trained personnel operate complex machinery with high consequences of error.