This state-of-the-art Handbook provides an overview of the role of big data analytics in various areas of business and commerce, including accounting, finance, marketing, human resources, operations management, fashion retailing, information systems, and social media. It provides innovative ways of overcoming the challenges of big data research and proposes new directions for further research using descriptive, diagnostic, predictive, and prescriptive analytics. With contributions from leading academics and practitioners, the Handbook analyses how big data analytics can be used in different sectors, including detecting credit fraud in the financial sector, identifying potential diseases in health care, and increasing customer loyalty in the telecommunication sector. Chapters explore the use of artificial intelligence in accounting, the construction of successful data science ecosystems using the public cloud, and transformational models of personal data protection in the digital era. The Handbook also discusses the difficulties of adopting a data science platform and how the public cloud can aid companies in overcoming these challenges. Exploring how industries rely on predictive analytics to improve their decision-making, this Handbook will be essential reading for students and scholars in business analytics, economics, information systems, innovation and technology, and research methods. It will also benefit data analysts, economists, human resource managers, marketers, neuroscientists, and social science researchers.

Drawing on the theoretical debates, practical applications, and sectoral approaches in the field, this ground-breaking Handbook unpacks the political and regulatory developments in AI and big data governance. Covering the political implications of big data and AI on international relations, as well as emerging initiatives for legal regulation, it provides an accessible overview of ongoing data science discourses in politics, law and governance. With novel insights into existing and emerging debates, this cutting-edge Handbook highlights the mutual effects of big data and AI on society. Amongst other theoretical and sectoral issues, chapters analyse the liability of AI use in autonomous weapons, the role of big data in healthcare and education, the intersections between AI and gender in human rights law, and the ethics of public facial-recognition technology. Addressing the many open questions and future regulatory problems, it uses data science to investigate the dynamics between the technical aspects, societal dynamics and governance implications of big data and AI. Transdisciplinary in scope, this Handbook will be invaluable to students and researchers across the fields of politics, law, governance and data science, alongside policymakers concerned with the regulation and governance of AI and big data in public and private institutions.

Offering a step-by-step guide on how to write an impactful decision-based teaching case for business education, this book aids in the creation of resources that will be essential for an academic curriculum. It demonstrates how the case and teaching note can be prepared and presented for a successful submission to publishers. How to Write Great Business Cases provides concise case writing guidance applicable to case writers from any business discipline. It covers the core elements of writing a decision-based case such as interviews and case testing. Ultimately, readers of this essential book will be taught how to write an engaging business case that will pique students’ interests. This accessible book will be perfect for novice case writers endeavouring to succeed in the case writing process, with particular focus applied to North American case writing opportunities. It will additionally be beneficial for experienced case researchers as well as academics of business and management wishing to enrich their practice and author further publications. How to Write Great Business Cases delivers just what its title promises—a practical guide to crafting cases that engage students and instructors’ manuals that show how to meet learning objectives in the classroom. Useful for both new and experienced writers, this book covers it all, from selecting a topic to getting your case published." -Anne T. Lawrence, PhD Chair, Case Research Foundation, US ‘How to Write Great Business Cases is a comprehensive, yet easy to read guide that can be used as a quick reference, as well as an introduction to case writing. It will prove useful to those authors new to the scholarship of business cases, as well as previously published case authors.’ – John D. Varlaro, Johnson & Wales University and Past President, the North American Case Research Association (NACRA), US ‘Teaching cases are a frequently underappreciated, and often misunderstood, genre of academic literature. It is hard for newcomers to apprehend what goes into writing an effective case and Instructor Manual. This book provides a straight-to-the-point practical introduction to case writing that is priceless for new case writers. Well-published case writers will also find this work a useful resource for honing their craft. The authors have distilled decades of case writing learning and wisdom into a book worth owning, that includes a case writing step-by-step process from beginning to end, with many actionable ideas. Easy to read and digest, this book is a must-read for all those interested in a rigorous approach to the case method. It also provides valuable leads and pointers to connect with the buoyant growing global case writing community.’ – Maria A. Ballesteros-Sola, California State University Channel Islands, US ‘How to Write Great Business Cases is a fantastic resource for any case researcher, regardless of experience. This extremely thorough and comprehensive book provides readers everything they need to get their case writing projects off the ground and to improve their existing skills. I am especially impressed with the value provided through practical, usable tips for case writers. High level and big picture is prevalent throughout the book, but it is the details that really set it apart. I have, in the past, considered the idea of writing a book on how to write a case, and now, because this one exists, I don’t see the need.’ – Eric Dolansky, Editor Case Research Journal, Brock University, Canada ‘Through accessible writing, illustrative examples, and in-depth research, Schnarr and Woodwark offer case writers of all levels a timely, substantial, and up-to-date guide to making an even greater scholarly and practical impact through business cases. I applaud their work an d encourage its widespread usage.’ – Michael M. Goldman, University of San Francisco, US

Elgar Research Agendas outline the future of research in a given area. Leading scholars are given the space to explore their subject in provocative ways, and map out the potential directions of travel. They are relevant but also visionary. Presenting cutting-edge research on the future of energy geopolitics, this visionary and provocative Research Agenda takes a hard look at the pressing issues faced by energy researchers in the new world (dis)order. Analyzing through three distinct lenses of affordability, security and sustainability, this innovative book begins by tracking the history and evolution of energy politics. Leading experts in the field identify the sources of instability within world energy markets, the problems of capital allocation to finance a growing demand for smart and renewable energy, and the benefits and costs of geo-economic shifts. A global range of case studies discuss the future of energy geopolitics, asking pressing questions about the deployment of clean energy technology, the implications of hydrocarbon price climbing, and the feasibility and possibilities of space mining. Ultimately, the book seeks to elucidate the uncertainties, paths, and impacts of the future developments in the energy transition and clearly define a future research agenda for energy politics. In doing so, it attempts to capture the complexity and constraints facing energy and its different sources — some that are complementary, some that compete with one another. Interdisciplinary and international in scope, this book will prove vital to students and scholars interested in energy security, politics and policy, alongside those studying energy markets and finance. It will also prove useful to policymakers and organizations in the energy sector concerned with the future of energy.

This Handbook provides an incisive, rigorous and contemporary guide to research methods in the continually evolving area of corporate governance, offering a welcome focus on holistic approaches to research. Not only analysing existing research methods dominated by the quantitative-qualitative dichotomy, it also explores the crucial need to challenge assumptions and methodologies in order to advance research in the field. Engaging with critical discussions of corporate governance, this Handbook presents novel approaches to research designs and practices including data collection, sampling and analysis in corporate governance, encouraging scholars to move beyond existing paradigms and conceptions. Its coupling of case studies with theoretical approaches allows the Handbook to scrutinise basic issues in the field while also delving into unknown territory to advance and, indeed, revolutionise methods. Chapters offer a timely opportunity to explore, revisit and critically examine new methodological insights and innovations in the corporate governance scholarship with the purpose of advancing diversity and novel theorising in this field. This Handbook presents an engaging, innovative and invaluable guide to researchers and higher education students in corporate governance and business management, along with scholars investigating research methods in the corporate governance field.

All social science courses offered at universities or colleges include a research methods module, for which students are expected to purchase a research methods book. These are invariably weighty and expensive at a time when student funds are stretched. Dr Marshall has produced a reader-friendly, plain English and value-for-money solution. In this second edition, he explains the various methods available to social researchers and the basic principles, strengths and weakness involved in the use of both quantitative and qualitative methods. Whether you are new to the subject or an established practitioner this book should prove valuable. Dr Marshall has had many years experience in research and teaching in universities and colleges.

From the familiar to the improbable, the gross to the endearing, The Modern Bestiary is a compendium of curious creatures. It includes both animals that have made headlines and those you've probably never heard of, such as skin-eating caecilians, harp sponges, or zombie worms - also known as bone-eating snot flowers. Arranged by elements (Earth, Water, Air), The Modern Bestiary contains well-known species told from new, unexpected angles (rats that drive cars; fish that communicate by passing wind), as well as stranger and lesser-known creatures, including carnivorous mice that howl at the moon, cross-dressing cuttlefish, and antechinuses - small marsupials that literally mate themselves to death. Finally, there are the 'aliens on Earth' - the incredible, the surreal, the magical - such as tardigrades, tongue-eating lice and immortal jellyfish, creatures so astonishing that they make unicorns look rather commonplace. Written by a zoologist with a flair for storytelling, this is a fascinating celebration of the animal kingdom.

Elgar Research Agendas outline the future of research in a given area. Leading scholars are given the space to explore their subject in provocative ways, and map out the potential directions of travel. They are relevant but also visionary. This Research Agenda maps thought-provoking research trends for the next generation of interdisciplinary human rights scholars in this particularly troubled time. It charts the historic trajectory of scholarship on the international rights regime, looking ahead to emerging areas of inquiry and suggesting alternative methods and perspectives for studying the pursuit of human dignity.   Chapters written by international experts cover a broad range of topics including humanitarianism, transitional justice, economic rights, academic freedom, women's rights, environmental justice, and business responsibility for human rights. The book highlights the importance of contemporary research agendas for human rights being centred on questions of governance and fulfilment, shifting responsibilities, rights interdependence and global inequality.   This is a critical read for students and scholars of human rights law, politics and international relations. The strong forward-looking agenda and coverage of a large number of fields within human rights studies will be helpful for advanced students looking for new areas of study for research projects.

This informative Field Guide to Intercultural Research is specifically designed to be used in the field, guiding the reader away from pitfalls and towards best practice. It shares valuable fieldwork challenges and experiences, as well as insights into key methodological debates and practical recommendations relevant to both new and seasoned researchers. Offering an international outlook and featuring insights from across four continents, this invaluable guide introduces new methods and approaches to data analysis, tackling various research phases, including perspectives from quantitative researchers. It focuses on the role of culture and the intercultural challenges that fieldworkers encounter, enticing readers into further conversations concerning the role of fieldwork in producing new knowledge. Expert contributors illustrate the benefits of field research in intercultural research not only to academic literature, but also to organisational policies and the societies within which we work and live. Including insights from the fields of ethnography and social anthropology, this cutting edge guide is crucial reading for all students and researchers of business and management studies as well as organisational development hoping to begin their foray into fieldwork, as well as experienced scholars looking for new approaches to field research. It will also benefit management professionals and consultants in need of an expanded knowledge-base for coFnducting action research or other interventions in organisations.

This collection aims to fill in the deep gaps of vital contributions that have been erased from the sexuality field, illuminating the historical and current work, strategies, solutions, and thoughts from sexologists that have been excluded until now. Historically, the US sexuality field has not included the experiences and wisdom of racialized sexologists, educators, therapists, or professionals. Instead, sexuality professionals have been trained using a color-free narrative that does an injustice by excluding their work as well as failing to offer a fuller examination of how they have expanded the field and held it accountable. The result of this wholesale erasure is that today many sexuality professionals understand these contributions as extra or tangential, and not part of the full vision and history of the field of sexology. Highlighting the voices and experiences of those who have been racialized and thus excluded, isolated, erased, and yet have still emerged as vital contributors to the North American sexuality field, this text offers a significant shift in the way we learn and understand sexuality, one that is expansive and committed to liberation, healing, equity, and justice. Divided into three sections addressing safety, movement, and oral narratives, the contributors offer insightful and provoking chapters that discuss reproductive justice, LGBTQ themes, racial and social justice, and gender, and disability justice, demonstrating how these sexologists have been leaders, past and present, in change and progression. This futuristic textbook includes correction, engaged reading, and lesson plans which offers community workers and trainers an opportunity to use the text in their non-traditional learning environments. Creating a path forward that many believed was impossible, this accessible book is for all who work in and around sexuality. It welcomes inquiry and celebrates our humanity for the worlds we are building now and for the future.

The first Handbook in economics dedicated to the discussion of the methods of experimental economics, this timely book analyses the current state-of-the-art in the field. The chapters systematically cover the most relevant issues in experimental design and implementation, while also exploring novel research developments. Offering a comprehensive review of experimental methods in economics, this 21 chapter Handbook covers theoretical and practical issues including: recruitment, software and laboratory organization, incentives, data analysis, and theory and policy development. Expert scholars offer unique insight into laboratory procedures, replication studies, field experiments and neuroeconomics, while also providing a novel set-valued equilibrium concept. The combination of basic methods and current developments will aid both novice and advanced experimental economists. This is a must-read for economic researchers and scholars using experimental methodology, providing vital reference and clarifying issues that will arise when designing and running experiments. Graduate students of experimental and behavioral economics will also find this a useful guide in learning about the advanced tools this exciting field has to offer.

The complete autobiography of a literary legend. Poet, dramatist, novelist, critic, teacher, and political activist Amiri Baraka, born LeRoi Jones, vividly recounts his crusading role in African American literature. A driving force behind the Black Arts Movement, the prolific Baraka retells his experiences from his participation in avant-garde literature after World War II and his role in Black nationalism after the assassination of Malcolm X to his conversion to Islam and his commitments to an international socialist vision. When "The Autobiography of LeRoi Jones" was first published in 1984, the publisher made substantial cuts in the copy. Under the careful direction of the author, the book has been restored to its original form. This is the first complete and unexpurgated version of Baraka's life and work.

This is the first textbook designed to teach statistics to students in aviation courses. All examples and exercises are grounded in an aviation context, including flight instruction, air traffic control, airport management, and human factors. Structured in six parts, theiscovers the key foundational topics relative to descriptive and inferential statistics, including hypothesis testing, confidence intervals, z and t tests, correlation, regression, ANOVA, and chi-square. In addition, this book promotes both procedural knowledge and conceptual understanding. Detailed, guided examples are presented from the perspective of conducting a research study. Each analysis technique is clearly explained, enabling readers to understand, carry out, and report results correctly. Students are further supported by a range of pedagogical features in each chapter, including objectives, a summary, and a vocabulary check. Digital supplements comprise downloadable data sets and short video lectures explaining key concepts. Instructors also have access to PPT slides and an instructor’s manual that consists of a test bank with multiple choice exams, exercises with data sets, and solutions. This is the ideal statistics textbook for aviation courses globally, especially in aviation statistics, research methods in aviation, human factors, and related areas.

This best-selling guide to undertaking your Early Years research project takes you on a practical step-by-step journey. Breaking down each section into accessible and digestible topics, and accompanied by a multitude of practical examples, case studies, research summaries and key points, the author brings this process to life. The updated and revised edition includes: All chapters have been updated with new content on working in an online environment Completely revised Chapter 10, packed with new content New activities and case studies throughout From learning how to structure and organise your project, through to the final presentation and written report of your findings, this is the essential guide for undergraduate and postgraduate students throughout their early childhood or early years courses.

This collection explores how autoethnography is made. Contributors from sociology, education, counselling, the visual arts, textiles, drama, music, and museum curation uncover and reflect on the processes and practices they engage in as they craft their autoethnographic artefacts. Each chapter explores a different material or media, together creating a rich and stimulating set of demonstrations, with the focus firmly on the practical accomplishment of texts/artefacts. Theoretically, this book seeks to rectify the hierarchical separation of art and craft and of intellectual and practical cultural production, by collapsing distinctions between knowing and making. In relation to connections between personal experience and wider social and cultural phenomena, contributors address a variety of topics such as social class, family relationships and intergenerational transmission, loss, longing and grief, the neoliberal university, gender, sexuality, colonialism, race/ism, national identity, digital identities, indigenous ways of knowing/making and how these are ‘storied’, curated and presented to the public, and our relationship with the natural world. Contributors also offer insights into how the ‘crafting space’ is itself one of intellectual inquiry, debate, and reflection. This is a core text for readers from both traditional and practice-based disciplines undertaking qualitative research methods/autoethnographic inquiry courses, as well as community-based practitioners and students. Readers interested in creative practice, practitioner-research and arts-based research in the social sciences and humanities will also benefit from this book.

Students invest significant resources in coming to university and universities play a crucial role in enabling their students to benefit from this investment and to be employable once they have finished their degree. Giving a platform to the debate about graduate employability from the student, university and employer perspectives, this innovative How To Guide explores the challenges associated with ensuring the employability of university graduates. In defining the nature of employability, the book discusses how the concept is a shared responsibility dependent on individual capabilities, the labour market and social capital. Considering what employers want from graduates, this book looks at how universities can provide strong graduate outcomes and inclusive career opportunities irrespective of student background. The book illustrates ways to embed employability across the curriculum, suggesting innovative approaches to careers guidance and specific employability initiatives, while upholding the benefits of entrepreneurial activities and widening participation opportunities. With insights from around the world, the book concludes by thinking about the institutional response to the challenges faced by the employability agenda, reflecting on how research has developed over the past 20 years. Interdisciplinary and comparative in scope, this book of international case studies of employability approaches across a wide range of educational institutions will prove an engaging resource for students and scholars of business, education management, and teaching methods. Its exploration of regulatory environments will also prove useful for policymakers working in education.

A CUNNING CHRONICLE OF THE 50 CODES THAT ALTERED THE COURSE OF HISTORY AND CHANGED THE WORLD From the bestselling author of Bletchley Park Brainteasers and The Scotland Yard Puzzle Book. There have been secret codes since before the Old Testament, and there were secret codes in the Old Testament too. Almost as soon as writing was invented, so too were the devious means to hide messages and keep them under the wraps of secrecy. In 50 Codes that Changed the World, Sinclair McKay explores these uncrackable codes, secret cyphers and hidden messages from across time to tell a new history of a secret world. From the temples of Ancient Greece to the court of Elizabeth I; from antique manuscripts whose codes might hold prophecies of doom to the modern realm of quantum mechanics, you will see how a few concealed words could help to win wars, spark revolutions and even change the faces of great nations. Here is the complete guide to the hidden world of codebreaking, with opportunities for you to see if you could have cracked some of the trickiest puzzles and lip-chewing codes ever created. ----------------------- Praise for Sinclair McKay's books: 'This book [The Secret Life of Bletchley Park] seems a remarkably faithful account of what we did, why it mattered, and how it all felt at the time by someone who couldn't possibly have been born then. - THE GUARDIAN [Bletchley Park Brainteasers] is outrageously difficult but utterly fascinating. - THE EXPRESS 'Sinclair McKay's account of this secret war of the airwaves in [Secret Listeners] is as painstakingly researched and fascinating as his bestselling The Secret Life Of Bletchley Park, and an essential companion to it.' - DAILY MAIL

In order to successfully complete a research project on social issues, as part of your education or social science degree, you will need a confident understanding of often challenging and nuanced topics. This book provides an overview of how to approach researching issues relating to key social justice issues including: race, sex and gender, disability and mental health. It will help you to understand important concepts, how to avoid hidden biases and how to use appropriate terminology in each area. It combines this thematic approach with accessible guidance on the research process, from initial design and formulating your research question, through to data collection and analysis. Helena Gillespie is Professor of Learning and Teaching in Higher Education at the University of East Anglia.

This new textbook focuses on how data and analytics can be used to help inform organisational decision-making across the business by complementing human judgement. Taking a highly practical approach, it covers major use cases for analytics across different business areas, including marketing analytics, HR analytics, operational analytics and financial analytics. This concise and readable book grounds discussion in the fundamentals of data, analytics and data visualisation, and in an understanding of the legal and ethical responsibilities that come with working with data. Key features include: • Analytics in Practice vignettes show how data and analytics have been applied in real organisations • Video interviews with industry professionals bring examples to life • A running case study and accompanying dataset allow you to apply what you have learnt Suitable for undergraduate and postgraduate students studying business analytics. Mary Ellen Gordon is Senior Professional Teaching Fellow/Senior Lecturer in the School of Information Systems at the Victoria University of Wellington, New Zealand.

Narrative Inquiry of Displacement: Stories of Challenges, Change and Resilience describes a variety of displacement experiences in different cultures and contexts. The text uses narrative methodologies to share participant stories and explore the nature and effects of displacement. Each chapter examines and theorises the narrative approach used to show the link between the data collection and the story, illustrating research decisions and analysis in action. The book presents a range of displacement stories, including migration, immigration, social and political displacement. The chapters also provide stories of adoptions, diaspora communities and people affected by apartheid and the Holocaust. This volume is recommended for those working in qualitative inquiry and scholars of migration and refugee studies, providing immediate and theoretically nuanced accounts of displacement experiences globally.

Posthuman Community Psychology is an exploration of mainstream psychology through a critical posthumanity perspective, examining psychology’s place in the world and its relationship with marginalised people, with a focus on people with disabilities. The book argues that the history of modern psychology is underpinned by reductionism and individualism, which is embedded within the contemporary psychology that we know today despite the challenges from critical and community psychologists who seek a more empowering, inclusive, and activist psychology. The posthuman community psychology ideas that emerge in this book examine and intersect with mainstream psychology, critical and community psychologies, critical posthumanities and disability studies to propose an imaginative, reflective, and relational new psychology that represents a collection of possibilities that do not remain entrenched in older ways of thinking about humans and human connections. Richards proposes that psychology has the potential to evolve and make a powerful and profound difference for marginalised people, but a genuine desire for change from psychologists is essential for this to happen. Illustrating the important considerations needed when examining the relationship between the discipline of psychology and marginalised people, this book is fascinating reading for community psychology students and academics, aspiring professional psychologists, community workers, and policy makers.

This reference text presents the important components for grasping the potential of social computing with an emphasis on concerns, challenges, and benefits of the social platform in depth. Features: Detailed discussion on social-cyber issues, including hate speech, cyberbullying, and others. Discusses usefulness of social platforms for societal needs Includes framework to address the social issues with their implementations. Covers fake news and rumor detection models Describes sentimental analysis of social posts with advanced learning techniques. The book is ideal for undergraduate, postgraduate, and research students who want to learn about the issues, challenges, and solutions of social platforms in depth.