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Information is valuable and the cost of disseminating information is tending to zero. But realizing the value of information by getting it to the right place at the right time requires sharing and exchanging it. Its societal value is unleashed by networks of communication. Communication networks can be small or large technical systems that connect different types of devices to one another. The power of modern communication networks is amplified by their capacity to expand in a decentralized fashion. In network markets, firms need to decide about the architectural openness of their products and how to design the interfaces that facilitate connections. This chapter is focused on such network strategies.
Chapter 14 discusses what it means to “know” a word and how learners can grow their vocabulary while learning a new language. Incidental and intentional vocabulary learning are defined as authors make connections to the ways in which teachers can support their classes. In addition, individual differences that have been found to impact vocabulary learning are presented, along with comprehension strategies for readers to try out.
The increasing penetration of information and communication technologies in the economy enabled the emergence of digital business practices in a wide range of industries. The digitization of information products, service processes, product information, and pricing altered the functioning of the markets. Once products and processes are digital, communication technologies facilitate the instantaneous exchange of the information. This immediate availability of product and service information and pricing enhances competition: digital networks can accelerate and even automate product and price comparison, making consumers more powerful in the marketplace. This chapter focuses on the economics of digital information products and implications for strategy.
The economic impact of innovations depends on their technological characteristics and the market and organizational contexts in which they are adopted. In this chapter we focus on the market impact of innovations in terms of whether they tend to sustain or disrupt existing business models. Disruptive innovations usually cause rather extreme amounts of market uncertainty. Incumbent and entrant firms tend to have different capacities to address disruptive innovation opportunities. In particular, large and established customers of major incumbents tend not to prefer the disruptive value proposition, and, as a result, the return on investment in disruptive innovations appears to be lower than in the case of sustaining innovations.
Chapter 5 examines the type of language learning strategies learners’ might naturally use in the language classroom and the common characteristics of the most effective learning strategies that have been identified in recent research. Strategies differ by communicative method, and examples of each are included throughout the chapter. In addition, authors discuss how strategy-based instruction may work with learners of different ages and proficiency levels.
Social work stands for the values of humanity. Such a statement would go unchallenged by social workers throughout the world. Yet in this chapter we consider the values of humanity in some detail, recognising that they are both complex and contested, and that humanity is not to be idealised but can be brutally destructive. In pursuing this discussion, we show how a deeper and wider exploration of humanity can be an important source of inspiration for creative social work and can enhance social work’s advocacy of the values of humanity in the contemporary context, where much that seemed to be settled has become unsettled and where people often feel less like rational decision-making beings optimising their wellbeing and more isolated, bewildered and uncertain in a world of paradox and confusion.
Chapter 21 concludes with a discussion of the ways in which professional development opportunities can contribute to bridging the gap between theory and practice in language learning. The authors present individual and collaborative practices, as well as internal and external experiences that educators may seek out to deepen their conceptual understanding and practical skills.
Colonisation and colonialism have denied legitimacy to the Indigenous world views and ways of knowing and being described in Chapter 4. In this chapter, we turn our gaze on the coloniser and consider the influence of colonial cultures and the ways in which they need to change so that other ways of knowing and being can flourish. We start our discussion with an example of the unacknowledged nature of colonialism in modern Australian society. We then argue that decolonisation is essential, not only for social work with Indigenous or culturally diverse populations but for all social work practice.
Chapter 2 focuses on how and why target language input is important for language learners. Authors discuss several different types of input and how it has been found to contribute to second language development. Research-backed approaches for integrating more target language into classrooms of all languages, levels, and ages are presented for teachers to implement in their lessons.
This case study explores Uber and the sharing economy. Uber characterized itself as a technology platform that used a massive network, operational excellence, and product expertise to power mobility. By 2021, Uber was a multisided platform whose services included rides (Mobility), food delivery (Eats), and freight logistics (Freight). Accordingly, riders, eaters,merchants, delivery people, mobility drivers, shippers, and carriers constituted the sides of the platform. Its distinct capabilities included marketplace, routing, and payment technologies. In particular, the marketplace embedded proprietary demand prediction, matching, dispatching, and pricing technologies. In 2019, before the global pandemic, Uber facilitated almost 7 billion trips for 111 million monthly active platform consumers (riders and eaters), generating $65 billion in gross bookings and $13 billion in company revenue from trip commissions. Despite a healthy 20–30 percent annual revenue growth, the company posted a net loss of $8.5 billion. By 2021, Uber had not yet had a year where its revenue exceeded its cost of operations. The case discusses the reasons for the poor financial performance and the prospects for reaching profitability in the future.
Based on the authors' extensive teaching experience, this hands-on graduate-level textbook teaches how to carry out large-scale data analytics and design machine learning solutions for big data. With a focus on fundamentals, this extensively class-tested textbook walks students through key principles and paradigms for working with large-scale data, frameworks for large-scale data analytics (Hadoop, Spark), and explains how to implement machine learning to exploit big data. It is unique in covering the principles that aspiring data scientists need to know, without detail that can overwhelm. Real-world examples, hands-on coding exercises and labs combine with exceptionally clear explanations to maximize student engagement. Well-defined learning objectives, exercises with online solutions for instructors, lecture slides, and an accompanying suite of lab exercises of increasing difficulty in Jupyter Notebooks offer a coherent and convenient teaching package. An ideal teaching resource for courses on large-scale data analytics with machine learning in computer/data science departments.
An understanding of the Australian Constitution as a framework for government in Australia is critical for any law student interested in ensuring that the rule of law is upheld. Australian Constitutional Law: Concepts and Cases provides an accessible introduction to Australian constitutional law, integrating theory and doctrine. This book provides clear explanations and carefully selected case extracts that are structured conceptually, rather than chronologically, to enable students to understand both the current state of constitutional law doctrine and how to engage in constitutional reasoning. Discussion questions throughout encourage students to consider how the law has evolved and how it can be applied to hypothetical legislation. The second edition has been updated to include commentary on significant recent High Court decisions and a new chapter that examines the scope of the Commonwealth's power to impose taxation. Written by leading constitutional law scholar Luke Beck, Australian Constitutional Law remains an invaluable resource for law students.
This established textbook provides an accessible but comprehensive introduction to the quantum nature of light and its interaction with matter. The field of quantum optics is covered with clarity and depth, from the underlying theoretical framework of field quantization, atom–field interactions, and quantum coherence theory, to important and modern applications at the forefront of current research such as quantum interferometry, squeezed light, quantum entanglement, cavity quantum electrodynamics, laser-cooled trapped ions, and quantum information processing. The text is suitable for advanced undergraduate and graduate students and would be an ideal main text for a course on quantum optics. This long-awaited second edition builds upon the success of the first edition, including many new developments in the field, particularly in the area of quantum state engineering. Additional homework problems have been added, and content from the first edition has been updated and clarified throughout.
Science exploration plays a vital role in children's lives as they make sense of the world around them. Now in its fifth edition, Science in Early Childhood complements the recently updated Early Years Learning Framework (EYLF) and the Australian Curriculum: Science. It offers a comprehensive introduction to the essential elements of science learning and teaching for pre-service teachers and early childhood professionals. This edition has been revised to closely align with the EYLF and Australian Curriculum: Science. It includes more content on sustainability – a rapidly growing area in early childhood science – and a stronger focus on Aboriginal and Torres Strait Islander perspectives. Each chapter includes case studies, reflection questions and practical tasks which help to bridge the gap between theory and practical applications of new concepts. Supplementary resources are available online for instructors. Science in Early Childhood is an invaluable resource for pre-service teachers and early childhood professionals.
The fully updated second edition of this innovative textbook provides a system analysis approach to sustainability for advanced undergraduate and graduate students. To an extent unparalleled in other textbooks, the latest scientific data and insights are integrated into a broad and deep transdisciplinary framework. Readers are encouraged to explore and engage with sustainability issues through the lenses of a cultural and methodological pluralism which promotes dialogue and alliances in the search for a (more) sustainable future. Ideal for students and their teachers in sustainable development, environmental science and policy, ecology, conservation, natural resources and geopolitics, the book will also appeal to interested citizens, activists, and policymakers, exposing them to the variety of perspectives on sustainability issues. Review questions and exercises provide the opportunity for consolidation and reflection. Online resources include appendices with more advanced mathematical material, model answers, and a wealth of recommended additional sources.
Statistics Using R introduces the most up-to-date approaches to R programming alongside an introduction to applied statistics using real data in the behavioral, social, and health sciences. It is uniquely focused on the importance of data management as an underlying and key principle of data analysis. It includes an online R tutorial for learning the basics of R, as well as two R files for each chapter, one in Base R code and the other in tidyverse R code, that were used to generate all figures, tables, and analyses for that chapter. These files are intended as models to be adapted and used by readers in conducting their own research. Additional teaching and learning aids include solutions to all end-of-chapter exercises and PowerPoint slides to highlight the important take-aways of each chapter. This textbook is appropriate for both undergraduate and graduate students in social sciences, applied statistics, and research methods.
Social workers are increasingly faced with contemporary global challenges such as inequality, climate change and displacement of people. As a field committed to supporting the world's most vulnerable populations and communities, social work must adapt to meet the needs of this changing global landscape. Re-imagining Social Work broadens the imaginative horizons for social workers and acquaints readers with their potential to creatively contribute to global change. Written in an accessible style, this book motivates readers to think outside the box when it comes to linking theory to their social work practice, in order to construct innovative solutions to prominent social problems. Re-imagining Social Work provides a unique perspective on how social work can evolve for the future. Through theory and critical perspective, this book provides the skills required to be an innovative creative social worker.