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Books > Reference & Interdisciplinary > Communication studies > Decision theory > General

Epistemic Logic and the Theory of Games and Decisions (Hardcover, 1997 ed.): M. Bacharach, Louis-Andre Gerard-Varet, Philippe... Epistemic Logic and the Theory of Games and Decisions (Hardcover, 1997 ed.)
M. Bacharach, Louis-Andre Gerard-Varet, Philippe Mongin, H.S. Shin
R6,037 Discovery Miles 60 370 Ships in 18 - 22 working days

This book arose out of a conference on "Epistemic Logic and the Theory of Games and Decisions" that took place in January 1994 at the Centre Inter- national de Recherches Mathematiques in Marseille. The convergence of game theory and epistemic logic has been in progress for two decades. The aim of the conference was to explore this rapprochement further by gathering spe- cialists from different professional communities, i. e. , economics, mathematics, philosophy, and computer science. Also, the organizors aimed at fostering the work centered on the issues of knowledge and belief that has recently been pursued amongst game theorists and decision theorists. The conference was funded by the following institutions: Centre National de la Recherche Sci- entifique (France), Ministere de l'Enseignement Superieur et de la Recherche (France), Association pour Ie Developpement de la Recherche en Economie et Statistique (France). It was also supported by the Human Capital and Mobility Programme of the EU, as well as, locally, by the Ville de Marseille. We would like to express our gratitude to these institutions for their generous help. Despite the success of the conference, it was not the editors' intention to circulate just another volume of proceedings in the usual style. Throughout the more than two-year editorial process, they have pursued the goal of providing a no doubt non-exhaustive, but hopefully thorough and accurate, state of the art account of a promising field of research.

Business Planning for Turbulent Times - New Methods for Applying Scenarios (Paperback, 2nd edition): Rafael Ramirez, John W.... Business Planning for Turbulent Times - New Methods for Applying Scenarios (Paperback, 2nd edition)
Rafael Ramirez, John W. Selsky, Kees Van Der Heijden
R866 Discovery Miles 8 660 Ships in 4 - 6 working days

The world is increasingly turbulent and complex, awash with disruptions, tipping points and knock-on effects exemplified by the implosion of financial markets and economies around the globe. This book is for business and organizational leaders who want and need to think through how best to deal with increasing turbulence, and with the complexity and uncertainty that come with it. The authors explain in clear language how future orientation and, specifically, modern scenario techniques help to address these conditions. They draw on examples from a wide variety of international settings and circumstances including large corporations, inter-governmental organizations, small firms and municipalities. Readers will be inspired to try out scenario approaches themselves to better address the turbulence that affects them and others with whom they work, live and do business. This second edition extends the use of scenarios planning and methods to tackle the risk and uncertainty of financial markets and the potentially massive impacts on businesses of all kinds, providing powerful tools to give far thinking executives an advantage in these turbulent times.

The Successful Teacher's Survival Kit - 83 Simple Things That Successful Teachers Do To Thrive in the Classroom... The Successful Teacher's Survival Kit - 83 Simple Things That Successful Teachers Do To Thrive in the Classroom (Hardcover)
Dale Ripley
R2,207 Discovery Miles 22 070 Ships in 10 - 15 working days

If you have ever had the opportunity to observe a master craftsperson at work, one of the first things you will notice is how easy they make their work look. This principle applies to artists, athletes, plumbers and painters. It also applies to teachers. If you were fortunate enough to have some master teachers in your K to 12 schooling or for your university student teaching, you will have seen this principle at work. You will recall how easy they made teaching look. For the most part, their classes just flowed. The teacher would ask the students to do something, and the students did it. The teacher would cue the kids to transition into a new activity, and the kids transitioned. There was little conflict, few arguments, and the vast majority of classroom time was spent engaged in learning. It is a pleasure to observe these kinds of behaviors in the classrooms of master teachers, but this leaves us with an important question: how do they do it? Just how did these teachers get their students to be so cooperative and have their classroom running so smoothly? That is what THE SUCCESSFUL TEACHER'S SURVIVAL KIT: 83 simple things that successful teachers do to thrive in the classroom will show you - the kinds of things that master teachers do to make their classes work - both for themselves and for their students. You too can become a master teacher. This book will show you how.

Mental Capacity in Relationship - Decision-Making, Dialogue, and Autonomy (Paperback): Camillia Kong Mental Capacity in Relationship - Decision-Making, Dialogue, and Autonomy (Paperback)
Camillia Kong
R1,029 Discovery Miles 10 290 Ships in 10 - 15 working days

Recent legal developments challenge how valid the concept of mental capacity is in determining whether individuals with impairments can make decisions about their care and treatment. Kong defends a concept of mental capacity but argues that such assessments must consider how relationships and dialogue can enable or disable the decision-making abilities of these individuals. This is thoroughly investigated using an interdisciplinary approach that combines philosophy and legal analysis of the law in England and Wales, the European Court of Human Rights, and the United Nations Convention on the Rights of Persons with Disabilities. By exploring key concepts underlying mental capacity, the investigation concludes that both primary relationships and capacity assessments themselves must display key competencies to ensure that autonomy skills are promoted and encouraged. This ultimately provides scope for justifiable interventions into disabling relationships and articulates the dialogical practices that help better situate, interpret, and understand the choices and actions of individuals with impairments.

The Thinker's Guide to Analytic Thinking - How to Take Thinking Apart and What to Look for When You Do (Paperback, 2nd... The Thinker's Guide to Analytic Thinking - How to Take Thinking Apart and What to Look for When You Do (Paperback, 2nd ed.)
Linda Elder, Richard. Paul
R582 Discovery Miles 5 820 Ships in 9 - 17 working days
Now or Never - Your Epic Life in 5 Steps (Paperback): Alexi Panos, Preston Smiles Now or Never - Your Epic Life in 5 Steps (Paperback)
Alexi Panos, Preston Smiles
R381 R349 Discovery Miles 3 490 Save R32 (8%) Ships in 18 - 22 working days
Mental Capacity in Relationship - Decision-Making, Dialogue, and Autonomy (Hardcover): Camillia Kong Mental Capacity in Relationship - Decision-Making, Dialogue, and Autonomy (Hardcover)
Camillia Kong
R3,063 Discovery Miles 30 630 Ships in 10 - 15 working days

Recent legal developments challenge how valid the concept of mental capacity is in determining whether individuals with impairments can make decisions about their care and treatment. Kong defends a concept of mental capacity but argues that such assessments must consider how relationships and dialogue can enable or disable the decision-making abilities of these individuals. This is thoroughly investigated using an interdisciplinary approach that combines philosophy and legal analysis of the law in England and Wales, the European Court of Human Rights, and the United Nations Convention on the Rights of Persons with Disabilities. By exploring key concepts underlying mental capacity, the investigation concludes that both primary relationships and capacity assessments themselves must display key competencies to ensure that autonomy skills are promoted and encouraged. This ultimately provides scope for justifiable interventions into disabling relationships and articulates the dialogical practices that help better situate, interpret, and understand the choices and actions of individuals with impairments.

Models of Decision-Making - Simplifying Choices (Paperback): Paul Weirich Models of Decision-Making - Simplifying Choices (Paperback)
Paul Weirich
R1,028 Discovery Miles 10 280 Ships in 10 - 15 working days

Classical decision theory evaluates entire worlds, specified so as to include everything a decision-maker cares about. Thus applying decision theory requires performing computations far beyond an ordinary decision-maker's ability. In this book Paul Weirich explains how individuals can simplify and streamline their choices. He shows how different 'parts' of options (intrinsic, temporal, spatiotemporal, causal) are separable, so that we can know what difference one part makes to the value of an option, regardless of what happens in the other parts. He suggests that the primary value of options is found in basic intrinsic attitudes towards outcomes: desires, aversions, or indifferences. And using these two facts he argues that we need only compare small parts of the options we face in order to make a rational decision. This important book will interest readers in decision theory, economics, and the behavioral sciences.

Models of Decision-Making - Simplifying Choices (Hardcover): Paul Weirich Models of Decision-Making - Simplifying Choices (Hardcover)
Paul Weirich
R2,686 Discovery Miles 26 860 Ships in 10 - 15 working days

Classical decision theory evaluates entire worlds, specified so as to include everything a decision-maker cares about. Thus applying decision theory requires performing computations far beyond an ordinary decision-maker's ability. In this book Paul Weirich explains how individuals can simplify and streamline their choices. He shows how different 'parts' of options (intrinsic, temporal, spatiotemporal, causal) are separable, so that we can know what difference one part makes to the value of an option, regardless of what happens in the other parts. He suggests that the primary value of options is found in basic intrinsic attitudes towards outcomes: desires, aversions, or indifferences. And using these two facts he argues that we need only compare small parts of the options we face in order to make a rational decision. This important book will interest readers in decision theory, economics, and the behavioral sciences.

Arms Procurement Decision Making: Volume 1: China, India, Israel, Japan, South Korea and Thailand (Hardcover, New): Ravinder... Arms Procurement Decision Making: Volume 1: China, India, Israel, Japan, South Korea and Thailand (Hardcover, New)
Ravinder Pal Singh
R5,302 Discovery Miles 53 020 Ships in 10 - 15 working days

Arms Procurement Decision-Making Processes is a comparative analysis of the arms procurement decision-making processes in five countries China, India, Israel, Japan, and South Korea. It examines whether or not national arms procurement processes, even as they involve sensitive security issues and complex systems, can become more responsive to the broader objectives of security and public accountability. The country case studies are based to a large extent on original research papers written by experts from the respective national academic and defence procurement communities.

Retaining Your Best College Professors - You Worked Hard to Recruit Them; Now How Do You Keep Them? (Hardcover): Jeffrey L.... Retaining Your Best College Professors - You Worked Hard to Recruit Them; Now How Do You Keep Them? (Hardcover)
Jeffrey L. Buller
R2,529 Discovery Miles 25 290 Ships in 10 - 15 working days

Faculty recruitment is a major expense for colleges and universities, and schools devote a considerable amount of their resources to the hiring process. But many of these institutions fail to devote the same attention to retaining college professors. We've learned through many studies that it's far less expensive to retain a student you have than to recruit a new one. Why is this lesson not also applied to the college faculty? This book addresses why higher education currently has a faculty retention problem and then explores the strategies needed to address that problem. But now all faculty members are alike. Minority faculty members have their own retention challenges, as do highly competitive researchers, part-time and temporary faculty members who excel at teaching, and other ley groups. The best ways to retain the junior faculty are not necessarily the best ways to retain mid-career and senior faculty. By examining best practices currently in place in higher education, and then combining those insights with research conducted in the corporate world, the book encourages colleges and universities to develop a culture of retention that applies to students and faculty members alike.

Microstrategy Magic - Confronting Classroom Challenges While Saving Time and Energy (Hardcover): Michael S Gaskell Microstrategy Magic - Confronting Classroom Challenges While Saving Time and Energy (Hardcover)
Michael S Gaskell
R1,562 Discovery Miles 15 620 Ships in 10 - 15 working days

Educators and instructional leaders in today's schools are under tremendous pressure and time constraints. They have high stakes requirements to show performance achievement of students in their schools and classrooms. The relentless conflict they face is the task of managing the constant disruptions and challenges that exist in a demanding, answer-now world. We must have the tools to respond to these in an efficient and effective manner, so that we can get back to our most important work: helping students learn and grow into successful young adults. Included in this text are quick references for the busy educator to utilize. They are tools developed over decades by educators who recognize the urgency of their work and how they must not be deflected by aggravations of time consuming, emotionally exhausting challenges. Accompanying anecdotal evidence are time tested and research-based practices. If you have ever experienced the challenges of costly arguments, political motives, or minutiae that steer you away, pick up this book for an account of how to favorably alter this fast and effectively!

Psychological Investigations of Competence in Decision Making (Paperback): Kip Smith, James Shanteau, Paul Johnson Psychological Investigations of Competence in Decision Making (Paperback)
Kip Smith, James Shanteau, Paul Johnson
R1,351 Discovery Miles 13 510 Ships in 10 - 15 working days

The premise of this book is that most activity in everyday life and work is based on tasks that are novel, infrequent in our experience, or variable with respect to the action to be taken. Such tasks require decisions to be made and actions taken in the face of ambiguous or incomplete information. Time pressure is frequently great and penalties for failure are severe. Examples include investing in markets, controlling industrial accidents, and detecting fraud. The environments in which such tasks occur defy a definition of optimal performance, yet the benefits of successful decision making are considerable. The authors refer to domains without criteria for optimal performance as competency-based and describe the able behaviour of individuals who work in them by the term competence. The chapters examine the propositions that metacognitive processes give structure to otherwise ill-structured tasks and are fundamental enablers of decision-making performance.

Decision Behaviour, Analysis and Support (Hardcover, New): Simon French, John Maule, Nadia Papamichail Decision Behaviour, Analysis and Support (Hardcover, New)
Simon French, John Maule, Nadia Papamichail
R2,162 Discovery Miles 21 620 Ships in 10 - 15 working days

Behavioural studies have shown that while humans may be the best decision makers on the planet, we are not quite as good as we think we are. We are regularly subject to biases, inconsistencies and irrationalities in our decision making. Decision Behaviour, Analysis and Support, published in 2009, explores perspectives from many different disciplines to show how we can help decision makers to deliberate and make better decisions. It considers both the use of computers and databases to support decisions as well as human aids to building analyses and some fast and frugal tricks to aid more consistent decision making. In its exploration of decision support it draws together results and observations from decision theory, behavioural and psychological studies, artificial intelligence and information systems, philosophy, operational research and organisational studies. This provides a valuable resource for managers with decision-making responsibilities and students from a range of disciplines, including management, engineering and information systems.

Reasons from Within - Desires and Values (Paperback): Alan H. Goldman Reasons from Within - Desires and Values (Paperback)
Alan H. Goldman
R1,240 Discovery Miles 12 400 Ships in 10 - 15 working days

Do the reasons we have for acting as we do derive from our concerns and desires, or are there objective values in the world that we are rationally required to pursue and protect? Alan Goldman argues for the internalist or subjectivist view of practical reasons on the grounds that it is simpler, more unified, and more comprehensible than the rival objectivist position. He provides a naturalistic account of practical rationality in terms of coherence within sets of desires or motivational states, and between motivations, intentions, and actions. Coherence is defined as the avoidance of self-defeat, the defeat of one's own deepest concerns. The demand for coherence underlies both practical and theoretical reason and derives from the natural aims of belief and action. In clarifying which desires create reasons, drawing on the literature of cognitive psychology, Goldman offers conceptual analyses of desires, emotions, and attitudes. Reasons are seen to derive ultimately from our deepest occurrent concerns. These concerns require no reasons themselves but provide reasons for many more superficial desires.
In defense of this theory, Goldman argues that rational agents need not be morally motivated or concerned for their narrow self-interest. Objective values would demand such concern. They would be independent of our desires but would provide reasons for us to pursue and protect them. They would require rational agents to be motivated by them. But, Goldman argues, we are not motivated in that way, and it makes no sense to demand that our informed and coherent desires be generally other than they are. We need not appeal to such objective values in order to explain how our lives can be good and meaningful.
Reasons from Within will appeal to anyone interested in the nature of values and reasons, particularly students of philosophy, psychology, and decision theory.

Fairness, Responsibility, and Welfare (Paperback): Marc Fleurbaey Fairness, Responsibility, and Welfare (Paperback)
Marc Fleurbaey
R1,177 Discovery Miles 11 770 Ships in 10 - 15 working days

What is a fair distribution of resources and other goods when individuals are partly responsible for their achievements? This book develops a theory of fairness incorporating a concern for personal responsibility, opportunities and freedom. With a critical perspective, it makes accessible the recent developments in economics and philosophy that define social justice in terms of equal opportunities. It also proposes new perspectives and original ideas. The book separates mathematical sections from the rest of the text, so that the main concepts and ideas are easily accessible to non-technical readers. It is often thought that responsibility is a complex notion, but this monograph proposes a simple analytical framework that makes it possible to disentangle the different concepts of fairness that deal with neutralizing inequalities for which the individuals are not held responsible, rewarding their effort, respecting their choices, or staying neutral with respect to their responsibility sphere. It dwells on paradoxes and impossibilities only as a way to highlight important ethical options and always proposes solutions and reasonable compromises among the conflicting values surrounding equality and responsibility. The theory is able to incorporate disincentive problems and is illustrated in the examination of applied policy issues such as: income redistribution when individuals may be held responsible for their choices of labor supply or education; social and private insurance when individuals may be held responsible for their risky lifestyle; second chance policies; the measurement of inequality of opportunities and social mobility.

Betting on Theories (Paperback): Patrick Maher Betting on Theories (Paperback)
Patrick Maher
R1,278 Discovery Miles 12 780 Ships in 10 - 15 working days

This book is a major new contribution to decision theory, focusing on the question of when it is rational to accept scientific theories. The author examines both Bayesian decision theory and confirmation theory, refining and elaborating the views of Ramsey and Savage. He argues that the most solid foundation for confirmation theory is to be found in decision theory, and he provides a decision-theoretic derivation of principles for how many probabilities should be revised over time. Professor Maher defines a notion of accepting a hypothesis, and then shows that it is not reducible to probability and that it is needed to deal with some important questions in the philosophy of science. A Bayesian decision-theoretic account of rational acceptance is provided together with a proof of the foundations for this theory. A final chapter shows how this account can be used to cast light on such vexing issues as verisimilitude and scientific realism.

The Foundations of Causal Decision Theory (Paperback): James M Joyce The Foundations of Causal Decision Theory (Paperback)
James M Joyce
R1,139 Discovery Miles 11 390 Ships in 10 - 15 working days

This book defends the view that any adequate account of rational decision making must take a decision maker's beliefs about causal relations into account. The early chapters of the book introduce the non-specialist to the rudiments of expected utility theory. The major technical advance offered by the book is a 'representation theorem' that shows that both causal decision theory and its main rival, Richard Jeffrey's logic of decision, are both instances of a more general conditional decision theory. The book solves a long-standing problem for Jeffrey's theory by showing for the first time how to obtain a unique utility and probability representation for preferences and judgements of comparative likelihood. The book also contains a major new discussion of what it means to suppose that some event occurs or that some proposition is true. The most complete and robust defence of causal decision theory available.

Improving Learning Environments - School Discipline and Student Achievement in Comparative Perspective (Hardcover): Richard... Improving Learning Environments - School Discipline and Student Achievement in Comparative Perspective (Hardcover)
Richard Arum, Melissa Velez
R1,869 Discovery Miles 18 690 Ships in 18 - 22 working days

"Improving Learning Environments" provides the first systematic comparative cross-national study of school disciplinary climates. In this volume, leading international social science researchers explore nine national case studies to identify the institutional determinants of variation in school discipline, the possible links between school environments and student achievement, as well as the implications of these findings for understanding social inequality.
As the book demonstrates, a better understanding of school discipline is essential to the formation of effective educational policies. Ultimately, to improve a school's ability to contribute to youth socialization and student internalization of positive social norms and values, any changes in school discipline must not only be responsive to behavior problems but should also work to enhance the legitimacy and moral authority of school actors.

Advances in Statistical Decision Theory and Applications (Paperback, Softcover reprint of the original 1st ed. 1997): S.... Advances in Statistical Decision Theory and Applications (Paperback, Softcover reprint of the original 1st ed. 1997)
S. Panchapakesan, N. Balakrishnan
R1,495 Discovery Miles 14 950 Ships in 18 - 22 working days

Shanti S. Gupta has made pioneering contributions to ranking and selection theory; in particular, to subset selection theory. His list of publications and the numerous citations his publications have received over the last forty years will amply testify to this fact. Besides ranking and selection, his interests include order statistics and reliability theory. The first editor's association with Shanti Gupta goes back to 1965 when he came to Purdue to do his Ph.D. He has the good fortune of being a student, a colleague and a long-standing collaborator of Shanti Gupta. The second editor's association with Shanti Gupta began in 1978 when he started his research in the area of order statistics. During the past twenty years, he has collaborated with Shanti Gupta on several publications. We both feel that our lives have been enriched by our association with him. He has indeed been a friend, philosopher and guide to us.

The Oxford Handbook of Organizational Decision Making (Paperback): Gerard P. Hodgkinson, William H. Starbuck The Oxford Handbook of Organizational Decision Making (Paperback)
Gerard P. Hodgkinson, William H. Starbuck
R1,663 Discovery Miles 16 630 Ships in 10 - 15 working days

The Oxford Handbook of Organizational Decision Making comprehensively surveys theory and research on organizational decision-making, broadly conceived. Emphasizing psychological perspectives, while encompassing the insights of economics, political science, and sociology, it provides coverage at the individual, group, organizational, and inter-organizational levels of analysis. In-depth case studies illustrate the practical implications of the work surveyed. Each chapter is authored by one or more leading scholars, thus ensuring that this Handbook is an authoritative reference work for academics, researchers, advanced students, and reflective practitioners concerned with decision-making in the areas of Management, Psychology, and HRM.

Advances in Decision Analysis - From Foundations to Applications (Hardcover): Ward Edwards, Ralph F. Miles Jr., Detlof von... Advances in Decision Analysis - From Foundations to Applications (Hardcover)
Ward Edwards, Ralph F. Miles Jr., Detlof von Winterfeldt
R2,825 Discovery Miles 28 250 Ships in 10 - 15 working days

Decision analysis is a prescriptive theory that aids individuals or groups confronted with complex problems in a wide variety of contexts. By framing issues, identifying risks, eliciting stakeholder preferences, and suggesting alternative approaches, decision analysts can offer workable solutions in domains such as the environment, health and medicine, engineering and operations research, and public policy. This book is a mixture of historical and forward-looking essays on key topics in decision analysis. Part I covers the history and foundations of decision analysis. Part II discusses structuring decision problems, including the development of objectives and their attributes, and influence diagrams. Part III discusses probabilities and their elicitation and Bayes nets. Part IV discusses additive and multiplicative utilities, risk preferences, and 'option pricing' methods. Part V discusses risk analysis. Part VI puts decision analysis in a behavioral and organizational context. Part VII presents case studies of applications.

Decision Space - Multidimensional Utility Analysis (Paperback): Paul Weirich Decision Space - Multidimensional Utility Analysis (Paperback)
Paul Weirich
R1,571 Discovery Miles 15 710 Ships in 10 - 15 working days

In Decision Space: Multidimensional Utility Analysis, first published in 2001, Paul Weirich increases the power and versatility of utility analysis and in the process advances decision theory. Combining traditional and novel methods of option evaluation into one systematic method of analysis, multidimensional utility analysis is a valuable tool. It provides formulations of important decision principles, such as the principle to maximize expected utility; enriches decision theory in solving recalcitrant decision problems; and provides in particular for the cases in which an expert must make a decision for a group of people. The multiple dimensions of this analysis create a decision space broad enough to accommodate all factors affecting an option's utility. The book will be of interest to advanced students and professionals working in the subject of decision theory, as well as to economists and other social scientists.

Decision Theory and Rationality (Paperback): Jose Luis Bermudez Decision Theory and Rationality (Paperback)
Jose Luis Bermudez
R1,132 Discovery Miles 11 320 Ships in 10 - 15 working days

The concept of rationality is a common thread through the human and social sciences -- from political science to philosophy, from economics to sociology, and from management science to decision analysis. But what counts as rational action and rational behavior?
Jose Luis Bermudez explores decision theory as a theory of rationality. Decision theory is the mathematical theory of choice and for many social scientists it makes the concept of rationality mathematically tractable and scientifically legitimate.
Yet rationality is a concept with several dimensions and the theory of rationality has different roles to play. It plays an action-guiding role (prescribing what counts as a rational solution of a given decision problem). It plays a normative role (giving us the tools to pass judgment not just on how a decision problem was solved, but also on how it was set up in the first place). And it plays a predictive/explanatory role (telling us how rational agents will behave, or why they did what they did).
This controversial but accessible book shows that decision theory cannot play all of these roles simultaneously. And yet, it argues, no theory of rationality can play one role without playing the other two. The conclusion is that there is no hope of taking decision theory as a theory of rationality.

Engaging Resistance - How Ordinary People Successfully Champion Change (Hardcover): Aaron Anderson Engaging Resistance - How Ordinary People Successfully Champion Change (Hardcover)
Aaron Anderson
R3,739 Discovery Miles 37 390 Ships in 18 - 22 working days

Engaging Resistance: How Ordinary People Successfully Champion Change offers an empirically based explanation that expands our understanding about the nature of resistance to organizational change and the effects of champion behavior. The text presents a new model describing how resistance occurs over time and details what change proponents can do throughout three engagement periods to effectively work with hesitant colleagues. The book's findings are illuminated by examples of six different resistance cases, embedded in the transformation sagas of two real-world organizations. A fundamental premise of this work is that resistance should not be something to avoid or squash as people work to change their organizations. In fact, resistance can be viewed as a natural, healthy part of an organic process. When engaged properly, resisters can help to improve change efforts and strengthen an organization's overall transformation.

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