Naturalistic Decision Making And Macrocognition

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Naturalistic Decision Making and Macrocognition

Author : Laura Militello
Publisher : Ashgate Publishing, Ltd.
ISBN 13 : 1409485692
Total Pages : 446 pages
Book Rating : 4.4/5 (94 download)

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Book Synopsis Naturalistic Decision Making and Macrocognition by : Laura Militello

Download or read book Naturalistic Decision Making and Macrocognition written by Laura Militello and published by Ashgate Publishing, Ltd.. This book was released on 2012-10-01 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest work in the area of naturalistic decision making (NDM) and its extension into the area of macrocognition. It contains 18 chapters relating research centered on the study of expertise in naturalistic settings, written by international experts in NDM and cognitive systems engineering. The objective of the book is to present the reader with exciting new developments in this field of research, which is characterized by its application-oriented focus. The work addresses only real-world problems and issues. For instance, how do multi-national teams collaborate effectively? How can surgeons best be supported by technology? How do detectives make sense of complex criminal cases? In all instances the studies have been carried out on experts within their respective domains. The traditional field of NDM is extended in this work by focusing on macrocognitive functions other than decision making, namely sense-making, coordination and planning. This has broadened the scope of the field. The book also contains a theoretical discussion of the macro-micro distinction. Naturalistic Decision Making and Macrocognition will be relevant to graduate students, researchers and professionals (including professionals and researchers in business, industry and government) who are interested in decision making, expertise, training methods and system design. The material may be used in two ways: theoretically, to advance understanding of the field of naturalistic decision making; and practically, to gain insight into how experts in various domains solve particular problems, understand and deal with issues and collaborate with others.

Naturalistic Decision Making and Macrocognition

Author : Jan Maarten Schraagen
Publisher : Ashgate Publishing, Ltd.
ISBN 13 : 9780754670209
Total Pages : 446 pages
Book Rating : 4.6/5 (72 download)

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Book Synopsis Naturalistic Decision Making and Macrocognition by : Jan Maarten Schraagen

Download or read book Naturalistic Decision Making and Macrocognition written by Jan Maarten Schraagen and published by Ashgate Publishing, Ltd.. This book was released on 2008 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest work in the area of naturalistic decision making (NDM) and its extension into the area of macrocognition. It contains 18 chapters relating research centred on the study of expertise in naturalistic settings, written by international experts in NDM and cognitive systems engineering. The objective of the book is to present the reader with exciting new developments in this field of research, which is characterized by its application-oriented focus.The work addresses only real-world problems and issues. For instance, how do multi-national teams collaborate effectively? How can surgeons best be supported by technology? The traditional field of NDM is extended in this work by focusing on macrocognitive functions other than decision making, namely sense-making, coordination and planning. This has broadened the scope of the field. The book also contains a theoretical discussion of the macro-micro distinction. Naturalistic Decision Making and Macrocognition will be relevant to graduate students, researchers and professionals (including professionals and researchers in business, industry and government) who are interested in decision making, expertise, training methods and system design.

Naturalistic Decision Making and Macrocognition

Author : Laura Militello
Publisher : CRC Press
ISBN 13 : 1317089588
Total Pages : 438 pages
Book Rating : 4.3/5 (17 download)

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Book Synopsis Naturalistic Decision Making and Macrocognition by : Laura Militello

Download or read book Naturalistic Decision Making and Macrocognition written by Laura Militello and published by CRC Press. This book was released on 2017-09-18 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest work in the area of naturalistic decision making (NDM) and its extension into the area of macrocognition. It contains 18 chapters relating research centered on the study of expertise in naturalistic settings, written by international experts in NDM and cognitive systems engineering. The objective of the book is to present the reader with exciting new developments in this field of research, which is characterized by its application-oriented focus. The work addresses only real-world problems and issues. For instance, how do multi-national teams collaborate effectively? How can surgeons best be supported by technology? How do detectives make sense of complex criminal cases? In all instances the studies have been carried out on experts within their respective domains. The traditional field of NDM is extended in this work by focusing on macrocognitive functions other than decision making, namely sense-making, coordination and planning. This has broadened the scope of the field. The book also contains a theoretical discussion of the macro-micro distinction. Naturalistic Decision Making and Macrocognition will be relevant to graduate students, researchers and professionals (including professionals and researchers in business, industry and government) who are interested in decision making, expertise, training methods and system design. The material may be used in two ways: theoretically, to advance understanding of the field of naturalistic decision making; and practically, to gain insight into how experts in various domains solve particular problems, understand and deal with issues and collaborate with others.

Naturalistic Decision Making

Author : Caroline E. Zsambok
Publisher : Psychology Press
ISBN 13 : 1317779592
Total Pages : 442 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Naturalistic Decision Making by : Caroline E. Zsambok

Download or read book Naturalistic Decision Making written by Caroline E. Zsambok and published by Psychology Press. This book was released on 2014-01-02 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you aren't using the term naturalistic decision making, or NDM, you soon will be. Even as a very young field, NDM has already had far-reaching applications in areas as diverse as management, aviation, health care, nuclear power, military command and control, corporate teamwork, and manufacturing. Put simply, NDM is the way people use their experience to make decisions in the context of a job or task. Of particular interest to NDM researchers are the effects of high-stake consequences, shifting goals, incomplete information, time pressure, uncertainty, and other conditions that are present in most of today's work places and that add to the complexity of decision making. Applications of NDM research findings target decision aids and training that help people in their decision-making processes. This book reports the findings of top NDM researchers, as well as many of their current applications. In addition, the book offers a historical perspective on the emergence of this new paradigm, describes recent theoretical and methodological advancements, and points to future developments. It was written for people interested in decision making research and applications relative to a diverse array of work settings and products such as human-computer interfaces, decision support systems, individual and team training, product designs, and organizational development and planning.

Seeing What Others Don't

Author : Gary Klein
Publisher : PublicAffairs
ISBN 13 : 1610392752
Total Pages : 304 pages
Book Rating : 4.6/5 (13 download)

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Book Synopsis Seeing What Others Don't by : Gary Klein

Download or read book Seeing What Others Don't written by Gary Klein and published by PublicAffairs. This book was released on 2013-06-25 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: A renowned cognitive psychologist reveals the science behind achieving breakthrough discoveries, allowing readers to confidently solve problems, improve decision-making, and achieve success. Insights-like Darwin's understanding of the way evolution actually works, and Watson and Crick's breakthrough discoveries about the structure of DNA-can change the world. Yet we know very little about when, why, or how insights are formed-or what blocks them. In Seeing What Others Don't, Gary Klein unravels the mystery. Klein is a keen observer of people in their natural settings-scientists, businesspeople, firefighters, police officers, soldiers, family members, friends, himself-and uses a marvelous variety of stories to illuminate his research into what insights are and how they happen. What, for example, enabled Harry Markopolos to put the finger on Bernie Madoff? How did Dr. Michael Gottlieb make the connections between different patients that allowed him to publish the first announcement of the AIDS epidemic? How did Martin Chalfie come up with a million-dollar idea (and a Nobel Prize) for a natural flashlight that enabled researchers to look inside living organisms to watch biological processes in action? Klein also dissects impediments to insight, such as when organizations claim to value employee creativity and to encourage breakthroughs but in reality block disruptive ideas and prioritize avoidance of mistakes. Or when information technology systems are "dumb by design" and block potential discoveries. Both scientifically sophisticated and fun to read, Seeing What Others Don't shows that insight is not just a "eureka!" moment but a whole new way of understanding.

Sources of Power

Author : Gary A. Klein
Publisher : MIT Press
ISBN 13 : 0262260867
Total Pages : 372 pages
Book Rating : 4.2/5 (622 download)

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Book Synopsis Sources of Power by : Gary A. Klein

Download or read book Sources of Power written by Gary A. Klein and published by MIT Press. This book was released on 1999-02-18 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Anyone who watches the television news has seen images of firefighters rescuing people from burning buildings and paramedics treating bombing victims. How do these individuals make the split-second decisions that save lives? Most studies of decision making, based on artificial tasks assigned in laboratory settings, view people as biased and unskilled. Gary Klein is one of the developers of the naturalistic decision making approach, which views people as inherently skilled and experienced. It documents human strengths and capabilities that so far have been downplayed or ignored. Since 1985, Klein has conducted fieldwork to find out how people tackle challenges in difficult, nonroutine situations. Sources of Power is based on observations of humans acting under such real-life constraints as time pressure, high stakes, personal responsibility, and shifting conditions. The professionals studied include firefighters, critical care nurses, pilots, nuclear power plant operators, battle planners, and chess masters. Each chapter builds on key incidents and examples to make the description of the methodology and phenomena more vivid. In addition to providing information that can be used by professionals in management, psychology, engineering, and other fields, the book presents an overview of the research approach of naturalistic decision making and expands our knowledge of the strengths people bring to difficult tasks.

Linking Expertise and Naturalistic Decision Making

Author : Eduardo Salas
Publisher : Psychology Press
ISBN 13 : 1135659915
Total Pages : 462 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Linking Expertise and Naturalistic Decision Making by : Eduardo Salas

Download or read book Linking Expertise and Naturalistic Decision Making written by Eduardo Salas and published by Psychology Press. This book was released on 2001-07 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains selected papers presented at the 1998 conference on Naturalistic Decision Making (NDM). The objectives of the conference were to: *make American researchers more aware of NDM research being conducted abroad, particularly in Europe; *connect NDM research with work in management and industry, to stretch beyond the military and paramilitary focus; and *formulate a more explicit connection between NDM and expertise. These objectives are reflected in the chapters of this volume.

Decision Making in Action

Author : Gary A. Klein
Publisher : Ablex Publishing Corporation
ISBN 13 : 9780893919436
Total Pages : 480 pages
Book Rating : 4.9/5 (194 download)

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Book Synopsis Decision Making in Action by : Gary A. Klein

Download or read book Decision Making in Action written by Gary A. Klein and published by Ablex Publishing Corporation. This book was released on 1992-08-01 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the new perspective of naturalistic decision making. The point of departure is how people make decisions in complex, time-pressured, ambiguous, and changing environments. The purpose of this book is to present and elaborate on past models developed to explain this type of decision making. The central philosophy of the book is that classical decision theory has been unproductive since it is so heavily grounded in economics and mathematics. The contributors believe there is little to be learned from laboratory studies about how people actually handle difficult and interesting tasks; therefore, the book presents a critique of classical decision theory. The models of naturalistic decision making described by the contributors were derived to explain the behavior of firefighters, business people, jurors, nuclear power plant operators, and command-and-control officers. The models are unique in that they address the way people use experience to frame situations and adopt courses of action. The models explain the strengths of skilled decision makers. Naturalistic decision research requires the examination of field settings, and a section of the book covers methods for conducting meaningful research outside the laboratory. In addition, since his approach has applied value, the book covers issues of training and decision support systems.

Informed by Knowledge

Author : Kathleen L. Mosier
Publisher : Psychology Press
ISBN 13 : 1136945105
Total Pages : 432 pages
Book Rating : 4.1/5 (369 download)

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Book Synopsis Informed by Knowledge by : Kathleen L. Mosier

Download or read book Informed by Knowledge written by Kathleen L. Mosier and published by Psychology Press. This book was released on 2011-01-07 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: The focus of this book is on how experts adapt to complexity, synthesize and interpret information in context, and transform or "fuse" disparate items of information into coherent knowledge. The chapters examine these processes across experts (e.g. global leaders, individuals in extreme environments, managers, police officers, pilots, commanders, doctors, inventors), across contexts (e.g. space and space analogs, corporate organizations, command and control, crisis and crowd management, air traffic control, the operating room, product development), and for both individual and team performance. Successful information integration is a key factor in the success of diverse endeavors, including team attempts to climb Mt. Everest, crowd control in the Middle East, and remote drilling operations. This volume is divided into four sections, each with a specific focus on an area of expert performance, resulting in a text that covers a wide range of useful information. These sections present well-researched discussions, such as: the management of complex situations in various fields and decision contexts; technological and training approaches to facilitate knowledge management by individual experts and expert teams; new or neglected perspectives in expert decision making; and the importance of ‘modeling’ expert performance through techniques and frameworks such as Cognitive Task Analysis, computational architectures based on the notion of causal belief mapping such as ‘Convince Me,’ or the data/frame model of sensemaking. The volume provides essential reading for researchers and practitioners of Naturalistic Decision Making and those who study Expertise; Organizational and Cognitive Psychologists; and researchers and students in Business and Engineering.

Macrocognition: The Science and Engineering of Sociotechnical Work Systems

Author : Paul Ward
Publisher : Frontiers Media SA
ISBN 13 : 2889454185
Total Pages : 152 pages
Book Rating : 4.8/5 (894 download)

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Book Synopsis Macrocognition: The Science and Engineering of Sociotechnical Work Systems by : Paul Ward

Download or read book Macrocognition: The Science and Engineering of Sociotechnical Work Systems written by Paul Ward and published by Frontiers Media SA. This book was released on 2018-02-28 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: The increasing complexity of work systems and changes in the nature of workplace technology over the past century have resulted in an exponential shift in the nature of work activities, from physical labor to cognitive work. Modern work systems have many characteristics that make them cognitively complex: They can be highly interactive; comprised of multiple agents and artifacts; information may be limited and distributed across space and time; task goals are frequently ill-defined, conflicting, dynamic and emergent; planning may only be possible at general levels of abstraction or require adaptive solutions; some degree of proficiency or expertise is required; the stakes are often high; and uncertainty, time-constraints and stress are seldom absent. To complicate matters further, cognition in complex work settings is typically constrained by broader professional, organizational, and institutional practice and policy. These features of cognitive work present significant challenges to scientific methodology and theory, and subsequent design of reliable interventions. Historically, philosophers and scientists have attempted to understand the mental activities experienced during cognitive work at multiple levels of analysis using divergent methods. Some have examined cognition at an associative, contextual, functional or holistic level, relying on naturalistic methods to understand the higher mental processes as they work in harmony during goal-directed behavior. Others have embraced experimental methods and favored internal over external validity, often reducing cognition to a psychology of fundamental acts, such as short-term memory access with millisecond shifts in attention. More recently, Macrocognition has evolved as a complementary paradigm. Macrocognitive researchers have studied the cognitive functions and processes associated with skilled, adaptive, collaborative, and resilient cognitive work in the context of the aforementioned complexities of psychotechnical and sociotechnical work systems. Typically, this research has been carried out using cognitive task analytic techniques that draw on both naturalistic and (quasi-)experimental methods. The primary goals of research in Macrocognition are to better understand cognitive adaptations to complexity, to increase our theoretical understanding of the organism-environment relations by studying the mapping between cognitive work and real-world demands, and to promote use-inspired research capable of improving system performance.

The Oxford Handbook of Expertise

Author : Paul Ward
Publisher : Oxford University Press, USA
ISBN 13 : 0198795874
Total Pages : 1298 pages
Book Rating : 4.1/5 (987 download)

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Book Synopsis The Oxford Handbook of Expertise by : Paul Ward

Download or read book The Oxford Handbook of Expertise written by Paul Ward and published by Oxford University Press, USA. This book was released on 2019-10-17 with total page 1298 pages. Available in PDF, EPUB and Kindle. Book excerpt: The study of expertise weaves its way through various communities of practice, across disciplines, and over millennia. To date, the study of expertise has been primarily concerned with how human beings perform at a superior level in complex environments and sociotechnical systems, and at the highest levels of proficiency. However, more recent research has continued the search for better descriptions, and causal mechanisms that explain the complexities of expertise in context, with a view to translating this understanding into useful predictions and interventions capable of improving the performance of human systems as efficiently as possible. The Oxford Handbook of Expertise provides a comprehensive picture of the field of Expertise Studies. It offers both traditional and contemporary perspectives, and importantly, a multidiscipline-multimethod view of the science and engineering research on expertise. The book presents different perspectives, theories, and methods of conducting expertise research, all of which have had an impact in helping us better understand expertise across a broad range of domains. The Handbook also describes how researchers and practitioners have addressed practical problems and societal challenges. Throughout, the authors have sought to demonstrate the heterogeneity of approaches and conceptions of expertise, to place current views of expertise in context, to show how these views can be used to address current issues, and to examine ways to advance the study of expertise. The Oxford Handbook of Expertise is an essential resource both to those wanting to gain an up-to-date knowledge of the science of expertise and those wishing to study experts.

Macrocognition in Teams

Author : Dr C A P Smith
Publisher : Ashgate Publishing, Ltd.
ISBN 13 : 1409485773
Total Pages : 454 pages
Book Rating : 4.4/5 (94 download)

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Book Synopsis Macrocognition in Teams by : Dr C A P Smith

Download or read book Macrocognition in Teams written by Dr C A P Smith and published by Ashgate Publishing, Ltd.. This book was released on 2012-10-01 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Team collaboration involves many operational tasks such as team decision-making or course of action selection, developing shared understanding, and intelligence analysis. These operational tasks must be performed in many situations, often under severe time pressure, with information and knowledge uncertainty, large amounts of dynamic information and across different team characteristics. Recent research in this area has focused on various aspects of human collaborative decision-making and the underlying cognitive processes while describing those processes at different levels of detail, making it difficult to compare research results. The theoretical construct of ‘macrocognition in teams’ was developed to facilitate cognitive research in team collaboration, which will enable a common level of understanding when defining, measuring and discussing the cognitive processes in team collaboration. Macrocognition is defined as both the internalized and externalized mental processes employed by team members in complex, one-of-a-kind, collaborative problem solving. Macrocognition in Teams provides readers with a greater understanding of the macrocognitive processes which support collaborative team activity, showcasing current research, theories, methodologies and tools. It will be of direct relevance to academics, researchers and practitioners interested in group/team interaction, performance, development and training.

Streetlights and Shadows

Author : Gary A. Klein
Publisher : MIT Press
ISBN 13 : 026225834X
Total Pages : 355 pages
Book Rating : 4.2/5 (622 download)

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Book Synopsis Streetlights and Shadows by : Gary A. Klein

Download or read book Streetlights and Shadows written by Gary A. Klein and published by MIT Press. This book was released on 2011-09-30 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: An expert explains how the conventional wisdom about decision making can get us into trouble—and why experience can’t be replaced by rules, procedures, or analytical methods In making decisions, when should we go with our gut and when should we try to analyze every option? When should we use our intuition and when should we rely on logic and statistics? Most of us would probably agree that for important decisions, we should follow certain guidelines—gather as much information as possible, compare the options, pin down the goals before getting started. But in practice we make some of our best decisions by adapting to circumstances rather than blindly following procedures. In Streetlights and Shadows, Gary Klein debunks the conventional wisdom about how to make decisions. He takes ten commonly accepted claims about decision making and shows that they are better suited for the laboratory than for life. The standard advice works well when everything is clear, but the tough decisions involve shadowy conditions of complexity and ambiguity. Gathering masses of information, for example, works if the information is accurate and complete—but that doesn't often happen in the real world. (Think about the careful risk calculations that led to the downfall of the Wall Street investment houses.) Klein offers more realistic ideas about how to make decisions in real-life settings. He provides many examples—ranging from airline pilots and weather forecasters to sports announcers and Captain Jack Aubrey in Patrick O’Brian’s Master and Commander novels—to make his point. All these decision makers saw things that others didn’t. They used their expertise to pick up cues and to discern patterns and trends. We can make better decisions, Klein tells us, if we are prepared for complexity and ambiguity and if we will stop expecting the data to tell us everything. “I know of no one who combines theory and observation—intellectual rigor and painstaking observation of the real world—so brilliantly and gracefully as Gary Klein.” —Malcolm Gladwell, author of Outliers and Blink

The Power of Intuition

Author : Gary Klein
Publisher : Crown Currency
ISBN 13 : 0307424049
Total Pages : 354 pages
Book Rating : 4.3/5 (74 download)

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Book Synopsis The Power of Intuition by : Gary Klein

Download or read book The Power of Intuition written by Gary Klein and published by Crown Currency. This book was released on 2007-12-18 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: At times in our careers, we've all been aware of a "gut feeling" guiding our decisions. Too often, we dismiss these feelings as "hunches" and therefore untrustworthy. But renowned researcher Gary Klein reveals that, in fact, 90 percent of the critical decisions we make is based on our intuition. In his new book, THE POWER OF INTUITION, Klein shows that intuition, far from being an innate "sixth sense," is a learnable--and essential--skill. Based on interviews with senior executives who make important judgments swiftly, as well as firefighters, emergency medical staff, soldiers, and others who often face decisions with immediate life-and-death implications, Klein demonstrates that the expertise to recognize patterns and other cues that enable us--intuitively--to make the right decisions--is a natural extension of experience. Through a three-tiered process called the "Exceleration Program," Klein provides readers with the tools they need to build the intuitive skills that will help them make tough choices, spot potential problems, manage uncertainty, and size up situations quickly. Klein also shows how to communicate such decisions more effectively, coach others in the art of intuition, and recognize and defend against an overdependence on information technology. The first book to demystify the role of intuition in decision making, THE POWER OF INTUITION is essential reading for those who wish to develop their intuition skills, wherever they are in the organizational hierarchy.

Upper Echelons’ Naturalistic Decision-Making and Top Management Team Macrocognition in a High Reliability Organization

Author : Leonie Looser
Publisher : Springer Nature
ISBN 13 : 3658440732
Total Pages : 416 pages
Book Rating : 4.6/5 (584 download)

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Book Synopsis Upper Echelons’ Naturalistic Decision-Making and Top Management Team Macrocognition in a High Reliability Organization by : Leonie Looser

Download or read book Upper Echelons’ Naturalistic Decision-Making and Top Management Team Macrocognition in a High Reliability Organization written by Leonie Looser and published by Springer Nature. This book was released on with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Expertise Out of Context

Author : Robert R. Hoffman
Publisher : Psychology Press
ISBN 13 : 0805855106
Total Pages : 560 pages
Book Rating : 4.8/5 (58 download)

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Book Synopsis Expertise Out of Context by : Robert R. Hoffman

Download or read book Expertise Out of Context written by Robert R. Hoffman and published by Psychology Press. This book was released on 2007 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: Researchers have revealed that real expertise, while applied to well-defined tasks with highly circumscribed contexts, often stretches beyond its routine boundaries. For example, a medical doctor may be called upon to diagnose a rare disease or perform emergency surgery outside his or her area of specialization because other experts are not available. Moreover, in some cases, the context for expertise is in a constant state of flux, such that no one case is identical. Expertise Out of Context is a culmination of some of the most insightful studies conducted by researchers in the fields of cognitive systems engineering and naturalistic decision making in the effort to better understand expertise and its development. Born out of the Sixth International Conference on Naturalistic Decision Making, a conference that gathers researchers who study cognition, perception, and reasoning outside of the traditional laboratory, this book is organized in five parts, the first of which provides an overview of the topic and presents varied perspectives. Consequent sections cover how to make sense of things, tools for thinking out of context, how to cope with uncertainty in a changing workplace, and teams operating out of context. As researchers in naturalistic decision making have investigated such areas as the knowledge and decision-making skills of expert firefighters, critical care nurses, military commanders, and aircraft pilots, this volume is of importance to an expansive audience, including individuals in business, government, industry, and society at large.

Naturalistic Decision Making

Author : Caroline E. Zsambok
Publisher : Psychology Press
ISBN 13 : 1317779606
Total Pages : 435 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Naturalistic Decision Making by : Caroline E. Zsambok

Download or read book Naturalistic Decision Making written by Caroline E. Zsambok and published by Psychology Press. This book was released on 2014-01-02 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you aren't using the term naturalistic decision making, or NDM, you soon will be. Even as a very young field, NDM has already had far-reaching applications in areas as diverse as management, aviation, health care, nuclear power, military command and control, corporate teamwork, and manufacturing. Put simply, NDM is the way people use their experience to make decisions in the context of a job or task. Of particular interest to NDM researchers are the effects of high-stake consequences, shifting goals, incomplete information, time pressure, uncertainty, and other conditions that are present in most of today's work places and that add to the complexity of decision making. Applications of NDM research findings target decision aids and training that help people in their decision-making processes. This book reports the findings of top NDM researchers, as well as many of their current applications. In addition, the book offers a historical perspective on the emergence of this new paradigm, describes recent theoretical and methodological advancements, and points to future developments. It was written for people interested in decision making research and applications relative to a diverse array of work settings and products such as human-computer interfaces, decision support systems, individual and team training, product designs, and organizational development and planning.