Complex Systems in the Social and Behavioral Sciences PDF Download

Author: L. Douglas Kiel
Publisher:
ISBN: 9780472074884
Category :
Languages : en
Pages : 448

View

Book Description
Complexity systems are at the heart of behavior

Author: L. Douglas Kiel
Publisher: University of Michigan Press
ISBN: 0472128922
Category : Political Science
Languages : en
Pages : 371

View

Book Description
Complexity Systems in the Social and Behavioral Sciences provides a sophisticated yet accessible account of complexity science or complex systems research. Phenomena in the behavioral, social, and hard sciences all exhibit certain important similarities consistent with complex systems. These include the concept of emergence, sensitivity to initial conditions, and interactions between agents in a system that yield unanticipated, nonlinear outcomes. The topics discussed range from the implications for artificial intelligence and computing to questions about how to model complex systems through agent-based modeling, to complex phenomena exhibited in international relations, and in organizational behavior. This volume will be an invaluable addition for both the general reader and the specialist, offering new insights into this fascinating area of research.

Author: Paul K. Davis
Publisher: John Wiley & Sons
ISBN: 1119484987
Category : Technology & Engineering
Languages : en
Pages : 992

View

Book Description
This volume describes frontiers in social-behavioral modeling for contexts as diverse as national security, health, and on-line social gaming. Recent scientific and technological advances have created exciting opportunities for such improvements. However, the book also identifies crucial scientific, ethical, and cultural challenges to be met if social-behavioral modeling is to achieve its potential. Doing so will require new methods, data sources, and technology. The volume discusses these, including those needed to achieve and maintain high standards of ethics and privacy. The result should be a new generation of modeling that will advance science and, separately, aid decision-making on major social and security-related subjects despite the myriad uncertainties and complexities of social phenomena. Intended to be relatively comprehensive in scope, the volume balances theory-driven, data-driven, and hybrid approaches. The latter may be rapidly iterative, as when artificial-intelligence methods are coupled with theory-driven insights to build models that are sound, comprehensible and usable in new situations. With the intent of being a milestone document that sketches a research agenda for the next decade, the volume draws on the wisdom, ideas and suggestions of many noted researchers who draw in turn from anthropology, communications, complexity science, computer science, defense planning, economics, engineering, health systems, medicine, neuroscience, physics, political science, psychology, public policy and sociology. In brief, the volume discusses: Cutting-edge challenges and opportunities in modeling for social and behavioral science Special requirements for achieving high standards of privacy and ethics New approaches for developing theory while exploiting both empirical and computational data Issues of reproducibility, communication, explanation, and validation Special requirements for models intended to inform decision making about complex social systems

Author: Paul K. Davis
Publisher: John Wiley & Sons
ISBN: 1119484979
Category : Technology & Engineering
Languages : en
Pages : 881

View

Book Description
This volume describes frontiers in social-behavioral modeling for contexts as diverse as national security, health, and on-line social gaming. Recent scientific and technological advances have created exciting opportunities for such improvements. However, the book also identifies crucial scientific, ethical, and cultural challenges to be met if social-behavioral modeling is to achieve its potential. Doing so will require new methods, data sources, and technology. The volume discusses these, including those needed to achieve and maintain high standards of ethics and privacy. The result should be a new generation of modeling that will advance science and, separately, aid decision-making on major social and security-related subjects despite the myriad uncertainties and complexities of social phenomena. Intended to be relatively comprehensive in scope, the volume balances theory-driven, data-driven, and hybrid approaches. The latter may be rapidly iterative, as when artificial-intelligence methods are coupled with theory-driven insights to build models that are sound, comprehensible and usable in new situations. With the intent of being a milestone document that sketches a research agenda for the next decade, the volume draws on the wisdom, ideas and suggestions of many noted researchers who draw in turn from anthropology, communications, complexity science, computer science, defense planning, economics, engineering, health systems, medicine, neuroscience, physics, political science, psychology, public policy and sociology. In brief, the volume discusses: Cutting-edge challenges and opportunities in modeling for social and behavioral science Special requirements for achieving high standards of privacy and ethics New approaches for developing theory while exploiting both empirical and computational data Issues of reproducibility, communication, explanation, and validation Special requirements for models intended to inform decision making about complex social systems

Author: Walter Buckley
Publisher: Routledge
ISBN: 1351487205
Category : Psychology
Languages : en
Pages : 1017

View

Book Description
Systems Research for Behavioral Science will be of interest to those in any discipline concerned with developments in science. It is addressed principally to the student of human behavior as that study is approached from the social side.Previously, the study of human behavior was the general area of science that had been slowest to respond to the exciting challenge of the modern systems outlook. Yet it is behavioral science that stands to gain the most from insights into the workings of more complex systems. The editor presents not only a fair selection of systems research in behavioral science, but also provides an extensive selection of important statements of general principles, including several already considered classics. Hence, this sourcebook may function in part as a principles text, exposing the initiate to original pioneering statements as well as later work inspired by them, and alerting the sizeable number of underexposed scholars who are over-familiar with the few terms such as feedback, boundary, input, and output, that there are much greater depths to plumb than meet the eye in semi-popular accounts of cybernetics. This volume is an overview of thinking that reflects a trend toward the system point of view. Some of the chapters are philosophical: they discuss the significance of the trend as a development in the contemporary philosophy of science. Some are inevitably detailed and technical. Still other chapters discuss the relevance of concepts that are central in the system approach, to particular fields of research. The picture that emerges is far from that of a unified theory. It is an open question whether much progress can be made by attempts to construct a "unified theory of systems" on some rigorous axiomatic base.

Author: John William Shuart
Publisher: U of Nebraska Press
ISBN: 0803213883
Category : Self-Help
Languages : en
Pages : 359

View

Book Description
Describes contemporary approach to the modeling of complex cognitive and behavioral processes. This book provides examples of translational research ranging from clinical neuropsychology to self-actualization, from medical informatics to industrial psychology, from programmed learning to psychiatric rehabilitation.

Author: Brian P. Hinote
Publisher: Rowman & Littlefield
ISBN: 1538127857
Category : Social Science
Languages : en
Pages : 371

View

Book Description
Health professionals’ interest in social and behavioral science is rapidly increasing due to the growing recognition that social factors such as income, education, race, gender, and age all impact individuals’ health. These and other social conditions also shape patients’ illness experiences, the ways that they interact with health care providers, and the effectiveness of with which health professionals provide care. Understanding these social determinants and applying them to clinical practice is a major challenge for healthcare providers, which is why programs and accrediting bodies have been including more social and behavioral science content into the curricula for medical, nursing, and allied health programs. Social and Behavioral Science for Health Professionals provides in-depth coverage of the social determinants of health and how to directly apply these insights in clinical practice, thereby enhancing clinicians’ ability to engage their patients and more effectively render care. Broken into four parts, the book opens with the foundations of social science and health, including the shifting landscape of health and healthcare. The authors then cover the way in which social determinants of health shape large-scale features of health and illness in society, how they influence interactions between patients and providers in clinical settings, and how they shape health care systems and policies. Threshold concepts in each chapterfocus on conceptual and transformative learning while learning objectives, activities, and discussion questions provide instructors and students with robust sets of learning aids that intentionally focus on practical clinical, epidemiological, and policy issues. Ideal for students, educators, and professionals in health care, medical sociology, public health, and related fields, Social and Behavioral Science for Health Professionals is the only introduction available that clearly articulates why social and behavioral science matter in clinical care. New to This Edition: New Chapter 13 on Comparative Health Care Systems covers four models of health care systems and expands the global focus of the book Greater emphasis on the LGBTQ+ community provides coverage of how gender expression and sexual orientation influence health and quality of care received New coverage of current issues such as the opioid crisis and vaccine hesitancy that have been rendered especially important by the COVID-19 pandemic Added discussion questions at the end of every chapter strengthen students’ critical thinking skills and abilities to apply new insights to practical, real-world examples.

Author: Ali Sanayei
Publisher: Springer
ISBN: 3319107593
Category : Technology & Engineering
Languages : en
Pages : 374

View

Book Description
The book you hold in your hands is the outcome of the “2014 Interdisciplinary Symposium on Complex Systems” held in the historical city of Florence. The book consists of 37 chapters from 4 areas of Physical Modeling of Complex Systems, Evolutionary Computations, Complex Biological Systems and Complex Networks. All 4 parts contain contributions that give interesting point of view on complexity in different areas in science and technology. The book starts with a comprehensive overview and classification of complexity problems entitled Physics in the world of ideas: Complexity as Energy” , followed by chapters about complexity measures and physical principles, its observation, modeling and its applications, to solving various problems including real-life applications. Further chapters contain recent research about evolution, randomness and complexity, as well as complexity in biological systems and complex networks. All selected papers represent innovative ideas, philosophical overviews and state-of-the-art discussions on aspects of complexity. The book will be useful as an instructional material for senior undergraduate and entry-level graduate students in computer science, physics, applied mathematics and engineering-type work in the area of complexity. The book will also be valuable as a resource of knowledge for practitioners who want to apply complexity to solve real-life problems in their own challenging applications.

Author: Marilda Sotomayor
Publisher: Springer
ISBN: 9781071603673
Category : Mathematics
Languages : en
Pages : 0

View

Book Description
This volume in the Encyclopedia of Complexity and Systems Science, Second Edition, combines the main features of Game Theory, covering most of the fundamental theoretical aspects under the cooperative and non-cooperative approaches, with the procedures of Agent-Based Modeling for studying complex systems composed of a large number of interacting entities with many degrees of freedom. In Game Theory, the cooperative approach focuses on the possible outcomes of the decision-makers’ interaction by abstracting from the "rational" actions or decisions that may lead to these outcomes. The non-cooperative approach focuses on the actions that the decision-makers can take. As John von Neumann and Oskar Morgenstern argued in their path-breaking book of 1944 entitled Theory of Games and Economic Behavior, most economic questions should be analyzed as games. The models of game theory are abstract representations of a number of real-life situations and have applications to economics, political science, computer science, evolutionary biology, social psychology, and law among others. Agent-Based Modeling (ABM) is a relatively new computational modeling paradigm which aims to construct the computational counterpart of a conceptual model of the system under study on the basis of discrete entities (i.e., the agent) with some properties and behavioral rules, and then to simulate them in a computer to mimic the real phenomena. Given the relative immaturity of this modeling paradigm, and the broad spectrum of disciplines in which it is applied, a clear cut and widely accepted definition of high level concepts of agents, environment, interactions and so on, is still lacking. This volume explores the state-of-the-art in the development of a real ABM ontology to address the epistemological issues related to this emerging paradigm for modeling complex systems.

Author: Walter Buckley
Publisher: Routledge
ISBN: 9781138533783
Category :
Languages : en
Pages : 550

View

Book Description
Systems Research for Behavioral Science will be of interest to those in any discipline concerned with developments in science. It is addressed principally to the student of human behavior as that study is approached from the social side.Previously, the study of human behavior was the general area of science that had been slowest to respond to the exciting challenge of the modern systems outlook. Yet it is behavioral science that stands to gain the most from insights into the workings of more complex systems. The editor presents not only a fair selection of systems research in behavioral science, but also provides an extensive selection of important statements of general principles, including several already considered classics. Hence, this sourcebook may function in part as a principles text, exposing the initiate to original pioneering statements as well as later work inspired by them, and alerting the sizeable number of underexposed scholars who are over-familiar with the few terms such as feedback, boundary, input, and output, that there are much greater depths to plumb than meet the eye in semi-popular accounts of cybernetics. This volume is an overview of thinking that reflects a trend toward the system point of view. Some of the chapters are philosophical: they discuss the significance of the trend as a development in the contemporary philosophy of science. Some are inevitably detailed and technical. Still other chapters discuss the relevance of concepts that are central in the system approach, to particular fields of research. The picture that emerges is far from that of a unified theory. It is an open question whether much progress can be made by attempts to construct a "unified theory of systems" on some rigorous axiomatic base.