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Comparative Causal Mapping
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Book Synopsis Comparative Causal Mapping by : Mauri Laukkanen
Download or read book Comparative Causal Mapping written by Mauri Laukkanen and published by Routledge. This book was released on 2016-03-03 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comparative Causal Mapping: The CMAP3 Method, by Mauri Laukkanen and Mingde Wang, is an introduction to the conceptual backgrounds of causal (cognitive) mapping and to the typical methods in comparative and composite causal mapping, based on either interview or questionnaire primary data or on secondary documentary data. The discussed CCM research is supported by CMAP3, a freely downloadable (www.uef.fi/cmap3) Windows software platform for CCM studies. The book has three parts. The first discusses the theoretical underpinnings and methodological issues in causal mapping including the target phenomena and different interpretations of causal maps/mapping, the motives for using CCM methods and the criteria of method selection. The second part focuses on the technical aspects of using CMAP3 in typical CCM research. The third part presents three CCM study cases: a classical document-based study; a semi-structured interview-based (SIM) study; and a methodological study comparing SIM with an electronically administered structured hybrid CCM approach. In addition to demonstrating CCM practices, they suggest that different methods produce divergent results and are thus not substitutable. The research task should determine which CCM approach is appropriate. The book will appeal to both academic and professional audiences, in particular to doctoral students and experienced researchers looking for new topics and method approaches, but also to practitioners in fields such as management and organization studies, organizational development, public policy and education, and knowledge management.
Book Synopsis Comparative Causal Mapping by : Mauri Laukkanen
Download or read book Comparative Causal Mapping written by Mauri Laukkanen and published by Routledge. This book was released on 2019-12-14 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comparative Causal Mapping: The CMAP3 Method, by Mauri Laukkanen and Mingde Wang, is an introduction to the conceptual backgrounds of causal (cognitive) mapping and to the typical methods in comparative and composite causal mapping, based on either interview or questionnaire primary data or on secondary documentary data. The discussed CCM research is supported by CMAP3, a freely downloadable (www.uef.fi/cmap3) Windows software platform for CCM studies. The book has three parts. The first discusses the theoretical underpinnings and methodological issues in causal mapping including the target phenomena and different interpretations of causal maps/mapping, the motives for using CCM methods and the criteria of method selection. The second part focuses on the technical aspects of using CMAP3 in typical CCM research. The third part presents three CCM study cases: a classical document-based study; a semi-structured interview-based (SIM) study; and a methodological study comparing SIM with an electronically administered structured hybrid CCM approach. In addition to demonstrating CCM practices, they suggest that different methods produce divergent results and are thus not substitutable. The research task should determine which CCM approach is appropriate. The book will appeal to both academic and professional audiences, in particular to doctoral students and experienced researchers looking for new topics and method approaches, but also to practitioners in fields such as management and organization studies, organizational development, public policy and education, and knowledge management.
Book Synopsis Causal Mapping for Research in Information Technology by : V. K. Nakayama
Download or read book Causal Mapping for Research in Information Technology written by V. K. Nakayama and published by IGI Global. This book was released on 2005-01-01 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The causal mapping method has been used in a variety of research areas. The purpose of this book is to provide an introduction to causal mapping for IS researchers and practitioners, providing them everything they need to use causal mapping for both research and application"--Provided by publisher.
Book Synopsis Managerial and Organizational Cognition by : Colin Eden
Download or read book Managerial and Organizational Cognition written by Colin Eden and published by SAGE. This book was released on 1998-03-19 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interest in the field of managerial and organizational cognition has been intense over the last few years. This book explores and provides an in-depth overview of the latest developments in the area and presents answers to the questions accompanying its growth: Is the field distinctive? How does it extend our understanding of managerial processes? From different disciplinary perspectives and empirical settings, the contributors study patterns of managerial cognition. In particular, the longitudinal approach reflected in the volume contributes to its impact as a grounded, practice-based analysis of cognition in organizations.
Book Synopsis Visible Thinking by : John M. Bryson
Download or read book Visible Thinking written by John M. Bryson and published by John Wiley & Sons. This book was released on 2004-08-20 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Causal mapping is a tool that enables you to make sense of challenging situations so that you can get more out of them. A causal map is a word and arrow diagram in which ideas and actions are causally linked with one another through the use of arrows. Typically, only specialists such as physical or social scientists and operations researchers know about causal mapping and the tool is therefore not widely known or its broad applicability understood. Until now there has been no guidance available on how to make use of the tool for more general purposes. This book lets managers understand the theory and practice of causal mapping in layman's terms for use in both individual and group settings. It shows managers how to develop and use action-oriented strategy maps and logic models in business decision making. The authors show how causal mapping can be used as a tool to make sense of challenging situations and develop effective business responses.
Book Synopsis Structure of Decision by : Robert Axelrod
Download or read book Structure of Decision written by Robert Axelrod and published by Princeton University Press. This book was released on 2015-03-08 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book outlines a new approach to the analysis of decision making based on "cognitive maps." A cognitive map is a graphic representation intended to capture the structure of a decision maker's stated beliefs about a particular problem. Following introductory chapters that develop the theory and techniques of cognitive mapping, a set of five empirical studies applies these new techniques to five policy areas. Originally published in 1976. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.
Book Synopsis Elements of Causal Inference by : Jonas Peters
Download or read book Elements of Causal Inference written by Jonas Peters and published by MIT Press. This book was released on 2017-11-29 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data. After explaining the need for causal models and discussing some of the principles underlying causal inference, the book teaches readers how to use causal models: how to compute intervention distributions, how to infer causal models from observational and interventional data, and how causal ideas could be exploited for classical machine learning problems. All of these topics are discussed first in terms of two variables and then in the more general multivariate case. The bivariate case turns out to be a particularly hard problem for causal learning because there are no conditional independences as used by classical methods for solving multivariate cases. The authors consider analyzing statistical asymmetries between cause and effect to be highly instructive, and they report on their decade of intensive research into this problem. The book is accessible to readers with a background in machine learning or statistics, and can be used in graduate courses or as a reference for researchers. The text includes code snippets that can be copied and pasted, exercises, and an appendix with a summary of the most important technical concepts.
Book Synopsis Public Sector Strategy by : Mark Crowder
Download or read book Public Sector Strategy written by Mark Crowder and published by Routledge. This book was released on 2022-02-27 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: Public Sector Strategy explores how strategic decisions are developed and implemented in the public sector, and examines the psychology underpinning strategic decision-making. Combining knowledge from traditional perspectives with contemporary insights on strategic management, this book considers how managers make their decisions and provides key concepts and practical tools to aid delivery of strategy within highly institutionalised settings. This book provides theoretical grounding, real-life global cases, and practical examples of strategic decisions in an international public-sector context by working through the underpinnings of strategy, the influencing factors of strategic decision-making, strategic implementation, and strategic tools in practice. It should be a core textbook for advanced undergraduate and postgraduate students studying public sector strategy and strategic management more broadly. It will also be of benefit for public sector managers, consultants, and private sector organisations who wish to interact with the public sector.
Book Synopsis Methodological Challenges and Advances in Managerial and Organizational Cognition by : Robert J. Galavan
Download or read book Methodological Challenges and Advances in Managerial and Organizational Cognition written by Robert J. Galavan and published by Emerald Group Publishing. This book was released on 2017-12-05 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: Managerial and organizational cognition has sustained and gained the interest of researchers for over a quarter of a century. This volume takes stock of the methodological accomplishments of the MOC field in recent years, and it sets the agenda for the next phase of its development.
Author :Judea Pearl Publisher :Createspace Independent Publishing Platform ISBN 13 :9781507894293 Total Pages :0 pages Book Rating :4.8/5 (942 download)
Book Synopsis An Introduction to Causal Inference by : Judea Pearl
Download or read book An Introduction to Causal Inference written by Judea Pearl and published by Createspace Independent Publishing Platform. This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper summarizes recent advances in causal inference and underscores the paradigmatic shifts that must be undertaken in moving from traditional statistical analysis to causal analysis of multivariate data. Special emphasis is placed on the assumptions that underly all causal inferences, the languages used in formulating those assumptions, the conditional nature of all causal and counterfactual claims, and the methods that have been developed for the assessment of such claims. These advances are illustrated using a general theory of causation based on the Structural Causal Model (SCM) described in Pearl (2000a), which subsumes and unifies other approaches to causation, and provides a coherent mathematical foundation for the analysis of causes and counterfactuals. In particular, the paper surveys the development of mathematical tools for inferring (from a combination of data and assumptions) answers to three types of causal queries: (1) queries about the effects of potential interventions, (also called "causal effects" or "policy evaluation") (2) queries about probabilities of counterfactuals, (including assessment of "regret," "attribution" or "causes of effects") and (3) queries about direct and indirect effects (also known as "mediation"). Finally, the paper defines the formal and conceptual relationships between the structural and potential-outcome frameworks and presents tools for a symbiotic analysis that uses the strong features of both. The tools are demonstrated in the analyses of mediation, causes of effects, and probabilities of causation. -- p. 1.
Book Synopsis Mapping Strategic Knowledge by : Anne Sigismund Huff
Download or read book Mapping Strategic Knowledge written by Anne Sigismund Huff and published by SAGE. This book was released on 2002-01-31 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book outlines a number of different tools for mapping strategic knowledge, and thus making knowledge more accessible. Anne Sigismund Huff and Mark Jenkins have brought leading academics together in this work: - to provide informed analysis and theory - to illustrate the contribution of knowledge mapping to central issues in strategy and organization theory - to consider the contribution of these studies to management practice - to address practical theoretic and methodological limitations of these tools, including several software tools now available to facilitate mapping. Each section of the book provides a table which charts the chapters′ main contents, key findings and implications for knowledge management. An annotated bibliography is provided at the end of the book as a resource for readers who may wish to become more familiar with relevant and existing literature in this area. Mapping Strategic Knowledge is relevant to those interested in knowledge management, primarily academics and consultants in the area of strategic management, but also academics in the area of organization theory.
Download or read book The Book of Why written by Judea Pearl and published by Basic Books. This book was released on 2018-05-15 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence "Correlation is not causation." This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.
Book Synopsis Configurational Comparative Methods by : Benoît Rihoux
Download or read book Configurational Comparative Methods written by Benoît Rihoux and published by SAGE. This book was released on 2009 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new addition to the Applied Social Research Methods series is unrivalled, it is written by leaders in the growing field of rigorous, comparative techniques.
Book Synopsis Statistical Parametric Mapping: The Analysis of Functional Brain Images by : William D. Penny
Download or read book Statistical Parametric Mapping: The Analysis of Functional Brain Images written by William D. Penny and published by Elsevier. This book was released on 2011-04-28 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an age where the amount of data collected from brain imaging is increasing constantly, it is of critical importance to analyse those data within an accepted framework to ensure proper integration and comparison of the information collected. This book describes the ideas and procedures that underlie the analysis of signals produced by the brain. The aim is to understand how the brain works, in terms of its functional architecture and dynamics. This book provides the background and methodology for the analysis of all types of brain imaging data, from functional magnetic resonance imaging to magnetoencephalography. Critically, Statistical Parametric Mapping provides a widely accepted conceptual framework which allows treatment of all these different modalities. This rests on an understanding of the brain's functional anatomy and the way that measured signals are caused experimentally. The book takes the reader from the basic concepts underlying the analysis of neuroimaging data to cutting edge approaches that would be difficult to find in any other source. Critically, the material is presented in an incremental way so that the reader can understand the precedents for each new development. This book will be particularly useful to neuroscientists engaged in any form of brain mapping; who have to contend with the real-world problems of data analysis and understanding the techniques they are using. It is primarily a scientific treatment and a didactic introduction to the analysis of brain imaging data. It can be used as both a textbook for students and scientists starting to use the techniques, as well as a reference for practicing neuroscientists. The book also serves as a companion to the software packages that have been developed for brain imaging data analysis. An essential reference and companion for users of the SPM software Provides a complete description of the concepts and procedures entailed by the analysis of brain images Offers full didactic treatment of the basic mathematics behind the analysis of brain imaging data Stands as a compendium of all the advances in neuroimaging data analysis over the past decade Adopts an easy to understand and incremental approach that takes the reader from basic statistics to state of the art approaches such as Variational Bayes Structured treatment of data analysis issues that links different modalities and models Includes a series of appendices and tutorial-style chapters that makes even the most sophisticated approaches accessible
Download or read book Business Models and Modelling written by and published by Emerald Group Publishing. This book was released on 2015-11-09 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this volume leading scholars from North America, Europe and Asia come together to explore the topic of business models that takes the demand side (customers and their engagement) seriously. The first part deals with the model dimension of business models. The second part deals with business models and change.
Book Synopsis Comparative-Historical Methods by : Matthew Lange
Download or read book Comparative-Historical Methods written by Matthew Lange and published by SAGE. This book was released on 2012-11-12 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This bright, engaging title provides a thorough and integrated review of comparative-historical methods. It sets out an intellectual history of comparative-historical analysis and presents the main methodological techniques employed by researchers, including: - comparative-historical analysis, - case-based methods, - comparative methods - data, case selection and theory. Matthew Lange has written a fresh, easy to follow introduction which showcases classic analyses, offers clear methodological examples and describes major methodological debates. It is a comprehensive, grounded book which understands the learning and research needs of students and researchers.
Download or read book Causal Learning written by Alison Gopnik and published by Oxford University Press. This book was released on 2007-03-22 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding causal structure is a central task of human cognition. Causal learning underpins the development of our concepts and categories, our intuitive theories, and our capacities for planning, imagination and inference. During the last few years, there has been an interdisciplinary revolution in our understanding of learning and reasoning: Researchers in philosophy, psychology, and computation have discovered new mechanisms for learning the causal structure of the world. This new work provides a rigorous, formal basis for theory theories of concepts and cognitive development, and moreover, the causal learning mechanisms it has uncovered go dramatically beyond the traditional mechanisms of both nativist theories, such as modularity theories, and empiricist ones, such as association or connectionism.
