Whether you’re an academic or a practitioner, a sociologist, a manager, or an engineer, one can benefit from learning to think systemically. Problems (and messes) are everywhere and they’re getting more complicated every day. How we think about these problems determines whether or not we’ll be successful in understanding and addressing them. This book presents a novel way to think about problems (and messes) necessary to attack these always-present concerns. The approach draws from discipl...

This expanded second edition of the 2014 textbook features dedicated sections on action and observation, so that the reader can combine the use of the developed theoretical basis with practical guidelines for deployment. It also includes a focus on selection and use of a dedicated modeling paradigm – fuzzy cognitive mapping – to facilitate use of the proposed multi-methodology. The end goal of the text is a holistic, interdisciplinary approach to structuring and assessing complex problems,...

How understanding the signaling within social networks can change the way we make decisions, work with others, and manage organizations.How can you know when someone is bluffing? Paying attention? Genuinely interested? The answer, writes Alex Pentland in Honest Signals, is that subtle patterns in how we interact with other people reveal our attitudes toward them. These unconscious social signals are not just a back channel or a complement to our conscious ...

Systems Concepts in Action: A Practitioner's Toolkit explores the application of systems ideas to investigate, evaluate, and intervene in complex and messy situations. The text serves as a field guide, with each chapter representing a method for describing and analyzing; learning about; or changing and managing a challenge or set of problems.The book is the first to cover in detail such a wide range of methods from so many different parts of the systems field. The book's I...

This book is designed to introduce doctoral and other higher-degree research students to the process of scientific research in the fields of Information Systems as well as fields of Information Technology, Business Process Management and other related disciplines within the social sciences. It guides research students in their process of learning the life of a researcher. In doing so, it provides an understanding of the essential elements, concepts and challenges of the journey into resear...

to do to ensure survival, and (2) principles for designing organizational structures in such a way that they can realize the required functions adequately. In the course of their elaboration, we will show that these principles are general – i. e. , that they hold for all organizations. 1. 5 Conceptual Background To describe organizations as social systems conducting experiments and to present principles for designing an infrastructure supporting the “social experiment,” we use concepts fro...

Copublished with the National Council of Teachers of Mathematics, this book focuses on individuals involved in K–12 mathematics education who seek to help children achieve success. The authors tackle popular misconceptions and misguided discourse about mathematics education and draw on peer-reviewed research about instruction that can significantly improve students’ conceptual understanding.BenefitsExplore reasons why expectations for mathematics teaching and lear...

This book is an introductory text on design science, intended to support both graduate students and researchers in structuring, undertaking and presenting design science work. It builds on established design science methods as well as recent work on presenting design science studies and ethical principles for design science, and also offers novel instruments for visualizing the results, both in the form of process diagrams and through a canvas format. While the book does not presume any pr...

This volume represents an advance in our understanding of how to represent and reason about organizational phenomena. Although organizational theorists have long grappled with the complexities of adaptive agents, ecological systems, and non-linear relations among the basic elements of organizational design, they have not, until recently, had the tools to grapple with these complex relationships. Recent advances in logic, symbolic programming, network analysis, and computer technology have ...

The Routledge Companion to the Future of Marketing provides the reader with a comprehensive and original set of visionary insights into the future of marketing. This prestigious collection aims to challenge the mindset of academics, moving their thinking processes from current thinking into new perspectives and advances in marketing knowledge.Selected Contents: Part 1: New Paradigms and Philosophical Insights Part 2: Contributions from other Scientific Fie...

The amount of data in our world has been exploding, and analyzing large data sets—so called big data—will become a key basis of competition in business. Statisticians and researchers will be updating their analytic approaches, methods and research to meet the demands created by the availability of big data. The goal of this book is to show how advances in data science have the ability to fundamentally influence and improve organizational science and practice. This book is primarily designe...

The working model for "helping the learner to learn" presented in this book is relevant to any teaching context, but the focus here is on teaching in secondary and college science classrooms.Specifically, the goals of the text are to:*help secondary- and college-level science faculty examine and redefine their roles in the classroom;*define for science teachers a framework for thinking about active learning and the creation of an active learning environment; and...