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In Corporate Power and the Politics of Change, Matteo Gatti examines how corporations have taken on roles traditionally reserved for governments – advocating on social issues, setting internal norms, and stepping in where public institutions fall short. This phenomenon, called corporate governing, takes two forms: socioeconomic advocacy, when companies take public stances, and government substitution, when they deliver services or protections the state does not provide. Drawing on legal doctrine and insights from the social sciences, Gatti shows how this shift reflects broader pressures within firms and deep dysfunction outside them. The rise of corporate governing has also triggered political, legal, and cultural backlash that challenges its legitimacy and reach. Clear-eyed and timely, this book offers a framework for understanding how corporate power reshapes policymaking and what that means for business and democracy.
Confidently analyze, interpret and act on financial data with this practical introduction to the fundamentals of financial data science. Master the fundamentals with step-by-step introductions to core topics will equip you with a solid foundation for applying data science techniques to real-world complex financial problems. Extract meaningful insights as you learn how to use data to lead informed, data-driven decisions, with over 50 examples and case studies and hands-on Matlab and Python code. Explore cutting-edge techniques and tools in machine learning for financial data analysis, including deep learning and natural language processing. Accessible to readers without a specialized background in finance or machine learning, and including coverage of data representation and visualization, data models and estimation, principal component analysis, clustering methods, optimization tools, mean/variance portfolio optimization and financial networks, this is the ideal introduction for financial services professionals, and graduate students in finance and data science.
While most programmes in neuroscience are understandably built around imparting foundational knowledge of cell biology, neurons, networks and physiology, there is less attention paid to critical perspectives on methods. This book addresses this gap by covering a broad array of topics including the philosophy of science, challenges of terminology and language, reductionism, and social aspects of science to challenge claims to explanation and understanding in neuroscience. Using examples from dominant areas of neuroscience research alongside novel material from systems that are less often presented, it promotes the general need of scientists (and non-scientists) to think critically. Chapters also explore translations between neuroscience and technology, artificial intelligence, education, and criminology. Featuring accessible material alongside further resources for deeper study, this work serves as an essential resource for undergraduate and graduate courses in psychology, neuroscience, and biological sciences, while also supporting researchers in exploring philosophical and methodological challenges in contemporary research.
Students have an almost insurmountable task in understanding statistics in the psychological sciences and applying them to a research study. This textbook tackles this source of stress by guiding students through the research process, start to finish, from writing a proposal and performing the study, to analysing the results and creating a report and presentation. This truly practical textbook explains psychology research methods in a conversational style, with additional material of interest placed in focus boxes alongside, so that students don't lose their way through the steps. Every step is detailed visually with processes paralleled in both SPSS and R, allowing instructors and students to learn both statistical packages or to bridge from one to the other. Students perform hands-on statistical exercises using real data, and both qualitative and mixed-methods research are covered. They learn effective ways to present information visually, and about free tools to collect and analyse data.
This book provides a clear and accessible introduction to ring theory for undergraduate students. Aligned with standard curricula, it simplifies abstract concepts through structured explanations, practical examples, and real-world applications. Ideal for both students and instructors, it serves as a valuable resource for mastering fundamental concepts in ring theory with ease. The text begins with an introduction to rings and goes on to cover subrings, integral domains, ideals, and factor rings. It also discusses ring homomorphisms and polynomial rings. The book concludes with topics such as polynomial factorization and divisibility in integral domains. Each chapter is supplemented with solved examples to foster a deeper understanding of the subject. A set of practice questions is also provided to sharpen problem-solving skills.
Designed for graduate students, instructors, and seasoned researchers, this is an essential guide for robust research design and methodology in applied linguistics, covering qualitative, quantitative, and mixed methods research. It adopts a structured approach, starting with the foundational principles of research design, methodology, and data collection and analysis, to writing and interpreting, explaining, and reporting research results, bringing together all the steps and processes of research from start to finish in one single volume in a way that is practical, easy to follow, and easy to understand. Throughout, the emphasis is on the process of research and the application of various research techniques and principles across different areas. These characteristics, coupled with numerous pedagogical features such as key term reviews, visuals, research scenarios, and many discussion and activity questions, make the book an indispensable reference and a valuable textbook for courses in second language and applied linguistics research.
Build a firm foundation for studying statistical modelling, data science, and machine learning with this practical introduction to statistics, written with chemical engineers in mind. It introduces a data–model–decision approach to applying statistical methods to real-world chemical engineering challenges, establishes links between statistics, probability, linear algebra, calculus, and optimization, and covers classical and modern topics such as uncertainty quantification, risk modelling, and decision-making under uncertainty. Over 100 worked examples using Matlab and Python demonstrate how to apply theory to practice, with over 70 end-of-chapter problems to reinforce student learning, and key topics are introduced using a modular structure, which supports learning at a range of paces and levels. Requiring only a basic understanding of calculus and linear algebra, this textbook is the ideal introduction for undergraduate students in chemical engineering, and a valuable preparatory text for advanced courses in data science and machine learning with chemical engineering applications.
Play has a significant role in children's learning and development. Play in the Early Years examines the central questions about play from the perspectives of children, families and educators, providing a comprehensive introduction to the theory and practice of play for children from birth to eight years. In its fourth edition, Play in the Early Years has been thoroughly updated in line with the revised Early Years Learning Framework and the new version of the Australian Curriculum. It takes both a both a theoretical and a practical approach, and covers recent research into conceptual play and wellbeing. The text looks at social, cultural and institutional approaches to play, and explores a range of strategies for successfully integrating play into early years settings and primary classrooms. Each chapter features case studies and play examples, with questions and reflection activities incorporated throughout to enhance learners' understanding.
Through reading this chapter, you will gain insights into Vygotsky’s cultural-historical conception of play and the range of contemporary models of play that have been informed by cultural-historical theory.
What is play? How does play develop? What is the relationship between play, learning and development? This book looks at these central questions from the perspectives of children, families, educators and what is known from research. You are encouraged to read and reflect on the content as you progress through the book. Although each chapter brings in different dimensions, the approach taken is interactive, with most chapters (but not all) inviting you to consider specific research into play practices, and to generate your own ideas/data to discuss or critique. We begin the journey in this first chapter by looking at your ideas and the writings of others on the topic ‘What is play?’
Chapter 4 presents textual features, text types and genres in the detail necessary for elucidating translation practice. Starting with texture as the essential distinction between a sequence of sentences and a text, it examines textual features, that is, those elements that serve to distinguish between texts and non-texts and that give texts their identity. Among the textual features discussed are cohesion and coherence, markers of cohesion and coherence, information structure and information flow (from old to new), and topic and thematic development (along with topic maintenance and the tracing of participants in discourse). Textual functions (text types) and genres are also discussed. The implications for translation of textual features, textual functions and genres are presented throughout the chapter with numerous examples. Armed with these basic concepts, readers are offered tips on textual and parallel text analysis and on how assistive texts (background texts, parallel texts) and online corpus tools can be used for translation tasks.
As advocates for play, teachers need to have a clear definition of play, a model of play used to guide their practice and a theory of play that underpins their philosophy of teaching and learning. This chapter brings together insights gained about play from all the chapters in this book and invites you to take a position on your own philosophy of play. We then ask you to become an advocate for children’s play.
Chapter 6 aims to help readers understand how variation and change affect language, so that translation practices and decisions are not based on personal biases and lay views about language but, rather, on a principled understanding of how language interacts with society. Another goal is to create awareness of the impact of social and use-related (contextual) factors on language so that translated texts respond to the requirements of the translation instructions. Other sociolinguistic notions reviewed in this chapter, along with their implications for translation are register, dialectal variation, socioeconomic variation, the nature of language change and variation, prestigious varieties vs. stigmatized varieties, and translating in multilingual societies. The discussion of register includes field of activity, medium and level of formality, as well as the implications for translation of not considering these within the context of the translation brief and translation norms. The connection between register selection and linguistic and translation competence is explained. Illustrative examples are used throughout the chapter.
In this chapter, we seek to examine how play supports children’s overall development. We specifically take the child’s perspective in planning for play development.This chapter has been designed to provide a strong theoretical sense of the concepts of play, learning and development in early education; the capacity to analyse and support play development; a look at planning for play and learning outcomes, drawing on the The Early Years Learning Framework for Australia (V2.0) or Te Whāriki.
Chapter 5 shifts the focus from the text to the reader (both the translator and the target-text reader) and the reading process. The misguided belief that reading is decoding and that there is an objective meaning hidden in the text has in turn facilitated the view that translation consists of recoding the decoded meaning into another language, namely, reproducing the objective meaning present in the source text. By providing a more accurate understanding of reading, this chapter presents a more accurate view of translation. It summarizes what reading as an interactive process means for the craft of the translator, including such concepts as background knowledge and its relation to specialized texts, new and old information, word meaning as activation of a potential meaning within a particular text, word meaning and dictionaries, and the translator as a reader. Additional topics discussed are reading and language directionality in translation; reading for translation purposes; and reading in translation process research.