From Social Science to Data Science is a fundamental guide to scaling up and advancing your programming skills in Python. From beginning to end, this book will enable you to understand merging, accessing, cleaning and interpreting data whilst gaining a deeper understanding into computational techniques and seeing the bigger picture. With key features such as tables, figures, step-by-step instruction and explanations giving a wider context, Hogan presents a clear and concise analysis on key data collection and skills in Python.

Critical analysis of what we know - and do not know - about women in the Arab region is needed to support social change. But how is knowledge on women and gender produced in the region? How does this change when it is undertaken by Arab women researchers? Through a critical examination of local fieldwork experiences, the contributors of the volume - who are Arab women researchers themselves - answer these questions. The book examines the specific structural conditions that shape people's lives in the Arab region, from the effects of imperialism, settler colonialism and the neo-liberalization of economies, to racial capitalism, securitization, and embedded patriarchal ideologies and structures. The authors assess the implications of these different dynamics on undertaking research and also examine their own daily lives, the lives of their interlocutors, and the practices of their field. In doing so, they are able to escape hegemonic approaches and frameworks to the study of gender and to instead theorize from the local context to produce knowledge as they see it. This 'engaged gender research' challenges dominant discourses in academia, rejects the presumptions of 'Arab exceptionalism', and challenges liberal feminisms. It devises a new way of undertaking research on gender in the region to lay the foundation for a more just tomorrow. Covering Morocco, Tunisia, Palestine, Jordan, Syria, Iraq and the Arab Gulf, the book argues that an engaged gender research - which is feminist and critically analyses the historical, political, economic and social contexts of the research topic first - will transform how we understand women and gender, and the Arab World.

Action research is a popular part of many teacher training courses but understanding how to do it well is not always straightforward. Previously known as Action Research for New Teachers, this book will guide you through each step of the process, from initial stages of planning and research, through to how to analyse your data and write up your research project. This second edition includes: * A new 'Critical task' feature, with suggested responses * Discussion of where action research 'fits' in the word of education research * Exploration of the skills and attributes needed for undertaking action research * Guidance on how to write with clarity and purpose.

The purpose of Research At Grass Roots is to accompany the novice researcher, in both the social sciences and human service professions, step by step through the research process. The description of the research process is probably unique in that this view has been developed over at least two decades through work with postgraduate students. The section for experienced researchers is less structured and discusses current topics of interest such as evaluation research, intervention research, participatory action research, and analysis of concepts such as evidence-based practice.

The interplay between scientific theory and research, and between research and professional practice, has once again been highlighted. This encompasses important debates for experienced researchers and practitioners, including crucial concepts for novice researchers to master as early as possible in their academic careers.

The section dealing with different models for combining quantitative and qualitative styles of research has been updated to include recent debates and developments in the field of mixed methods designs. Both sections dealing with qualitative and quantitative designs and analysis have been substantially revised and updated. We have included contributions from experienced researchers such as Prof. Willem Schurink, a qualitative researcher and doctoral supervisor, Prof. Wim Roestenburg, a senior academic and researcher, and Dr Allen Bartley, an international contributor and expert in statistical analysis. Prof. Minrie Greeff has again provided insight from her vast experience of research interviewing. Salient features of the previous three editions have been retained in order to ensure that we continue to meet the needs of current users of this very successful book.

* A simple and systematic guide to the planning and performance of investigations concerned with health and disease and with health care * Offers researchers help in choosing a topic and to think about shaping objectives and ideas and to link these with the appropriate choice of method * Fully updated with new sections on the use of the Web and computer programmes freely available in the planning, performance or analysis of studies

In their new book Solving Managerial Problems Systematically, Hans Heerkens and Arnold van Winden teach students how to identify and efficiently deal with problems. The book uses the Managerial Problem-Solving Method, which deals with problems step by step. Solving Managerial Problems Systematically describes the seven phases of the Managerial Problem-Solving Method, a roadmap on how to identify, conduct thorough research into, and lastly solve a core problem. This textbook treats the concept of a 'problem' as an analytical one; a concept that can be found in any department in any organisation. Creative techniques are used to help find a solution for the problems encountered, which makes the method an ideal tool that is applicable in nearly any situation. Solving Managerial Problems Systematically is intended for Bachelor studies (professional education and university) where students engage in problems and problem-solving in individual courses, projects, or graduation. It is a valuable aid for consultants and advisors to help identify and analyse managerial problems, and to advise companies on possible solutions.

Phishing for Nazis is an evidence-based, undercover study of neo-Nazi communities on anonymous communication platforms that helps to shine a light on the dark web. It unveils how hatred and conspiracies spread and thrive online and how white supremacy is becoming prominent as extremists find shelter in the online dank underbelly of society. Phishing for Nazis explains how online manifestations of hate radicalize people into taking "real-world" action, such as shooting sprees. Methodologically, this book is unique, as it incorporates undercover cyberethnography, a method frequently used by law enforcement and intelligence agencies, unlike traditional academic studies of racism or social behavior that rely on secondary sources or surveys. With a particular interest on how race issues translate online, the book presents the true phenomenon of racism without relying on political correctness or whitewashing. It contributes to the field of cyber communication, as it details why and how people communicate and manage entire communities without knowing one another. The book also contributes to public policy, regulators, and technology companies as they deal with the practice of online anonymity and extremism.

Balancing theoretical foundations with practical strategies, this book helps you develop an approach to your qualitative analysis that is both systematic and insightful. It demonstrates the importance of tying analysis into every aspect of research, from design, through data collection and management, to writing up, and provides step-by-step guidance on how to embed analysis from start to finish. Grounded in the reality of doing research, this second edition: * Presents visual and text-based methods for analysis, using manual and digital tools * Inspires confidence as you code, connect and interrogate observational, text and visual data * Showcases best practice and helps you navigate real-life dilemmas using case studies of research from across the social sciences. Together with rich online resources including videos, datasets and journal articles, this is an important new edition for all students undertaking qualitative research, with a focus on analysis and design.

* Starts from the basics, focusing less on proofs and the high-level math underlying regressions, and adopts an engaging tone to provide a text which is entirely accessible to students who don't have a stats background * New chapter on integrity and ethics in regression analysis * Each chapter offers boxed examples, stories, exercises and clear summaries, all of which are designed to support student learning * Optional appendix of statistical tools, providing a primer to readers who need it * Code in R and Stata, and data sets and exercises in Stata and CSV, to allow students to practice running their own regressions * Author-created videos on YouTube * PPT lecture slides and test bank for instructors

Increasingly, academics are called upon to demonstrate the value of linguistics and explain their research to the wider public. In support of this agenda, Communicating Linguistics: Language, Community and Public Engagement provides an overview of the wide range of public engagement activities currently being undertaken in linguistics, as well as practically focused advice aimed at helping linguists to do public engagement well. From podcasts to popular writing, from competitions to consultancy, from language creation to community projects, there are many ways in which linguists can share their research with the public. Bringing together insights from leading linguists working in academia as well as non-university professions, this unique collection: * Provides a forum for the discussion of challenges and opportunities of public engagement in linguistics in order to shape best practice. * Documents best practice through a summary of some of the many excellent public engagement projects currently taking place internationally. * Celebrates the long tradition of public engagement in linguistics, a discipline which is often misunderstood despite its direct and fundamental importance to everyday life. Breaking down long-standing divisions between universities and the wider community, this book will be of significant value to academics in linguistics but also teachers, policy makers and anyone interested in better understanding the nature and use of language in society.

When reading and thinking about published research, students often find it difficult to understand the complexity of what is involved in the process of research and how it is presented. And although there are many books about research and research methods, very few focus specifically on critically reading research that has been completed by others.

Understanding Research: An Introduction To Reading Research aims to introduce key concepts through the use of simple language to promote better understanding, build on South African examples and case studies, and develop the conceptual knowledge and necessary skills to evaluate research carefully and critically.

Contents include the following:

• Quality research and what it means
• Different research paradigms and ways of engaging with research
• Design and various styles of research
• Methods of collecting data
• Analysing and presenting both qualitative and quantitative data
• Interpretation and quality standards

Understanding Research is an indispensable guide for all students in the social sciences and education who want to learn more about reading and understanding research.

This timely Handbook offers a wide-ranging examination of contemporary comparative policy analysis (CPA), advancing the understanding of methodology in the study of comparative public policies, and broadening the array of methods and techniques deployed by scholars in the field. Internationally acclaimed contributors overcome the current concentration on quantitative techniques, engaging with a more conscious and comprehensive selection of methods to improve the quality of CPA. Providing an overview of the major theoretical issues currently under discussion in CPA and the methodological shift in social sciences, this Handbook argues for the utilization of a range of alternative approaches to maximize the utility of the research. Far-reaching and comprehensive, this Handbook offers an insightful overview of methods for researchers of CPA looking to broaden their methodological repertoire. It will also be useful for students of public policy and the social sciences in need of a guide to contemporary research methods and applications. Contributors include: C. Anckar, D. Beach, L. Chaques-Bonafont, D. Dickson, K. Dowding, A.S. Dube, W.N. Dunn, T. Erkkila, G. Fontaine, I. Geva-May, F. Gilardi, A.D. Henry, D.C. Hoffman, K. Ingold, G. Jaramillo, P. John, M.D. Jones, A. Kay, P. Marier, A. Molenveld, J. Muhleisen, D. Nohrstedt, R. Pacheco-Vega, B.G. Peters, O. Porto de Oliveira, J. Schnepf, H.B. Seeberg, A. Smith-Walter, E. Thomann, J. Tosun, C.M. Weible, B. Wuest

This book walks you through learning probability and statistics from a Bayesian point of view. From an introduction to probability theory through to frameworks for doing rigorous calculations of probability, it discusses Bayes' Theorem before illustrating how to use it in a variety of different situations with data addressing social and psychological issues. The book also: Equips you with coding skills in the statistical modelling language Stan and programming language R. Discusses how Bayesian approaches to statistics compare to classical approaches. Introduces Markov Chain Monte Carlo methods for doing Bayesian statistics through computer simulations, so you understand how Bayesian solutions are implemented. Features include an introduction to each chapter and a chapter summary to help you check your learning. All the examples and data used in the book are also available in the online resources so you can practice at your own pace. For readers with some understanding of basic mathematical functions and notation, this book will get you up and running so you can do Bayesian statistics with confidence.

Unlike other books, courses and training that expect an analyst to piece together individual instructions into a cohesive investigation, Investigating Windows Systems provides a walk-through of the analysis process, with descriptions of the thought process and analysis decisions along the way. Investigating Windows Systems will not address topics which have been covered in other books, but will expect the reader to have some ability to discover the detailed usage of tools and to perform their own research. The focus of this volume is to provide a walk-through of the analysis process, with descriptions of the thought process and the analysis decisions made along the way. A must-have guide for those in the field of digital forensic analysis and incident response.

Edge Entanglements traverses the borderlands of the community "mental health" sector by "plugging in" to concepts offered by Gilles Deleuze and Felix Guattari along with work from Mad Studies, postcolonial, and feminist scholars. Barlott and Setchell demonstrate what postqualitative inquiry can do, surfacing the transformative potential of freely-given relationships between psychiatrised people and allies in the community. Thinking with theory, the authors map the composition and generative processes of freely-given, ally relationships. Edge Entanglements surfaces how such relationships can unsettle constraints of the mental health sector and produce creative possibilities for psychiatrised people. Affectionately creating harmonies between theory and empirical "data," the authors sketch ally relationships in ways that move. Allyship is enacted through micropolitical processes of becoming-complicit: ongoing movement towards taking on the struggle of another as your own. Barlott and Setchell's work offers both conceptual and practical insights into postqualitative experimentation, relationship-oriented mental health practice, and citizen activism that unsettles disciplinary boundaries. Ongoing, disruptive movements on the margins of the mental health sector - such as freely-given relationships - offer opportunities to be otherwise. Edge Entanglements is for people whose lives and practices are precariously interconnected with the mental health sector and are interested in doing things differently. This book is likely to be useful for novice and established (applied) new material and/or posthumanist scholars interested in postqualitative, theory-driven research; health practitioners seeking alternative or radical approaches to their work; and people interested in citizen advocacy, activism, and community organising in/out of the mental health sector.

This textbook is written by well-established anthropology professors for, and with, their undergraduate students. It explores what anthropological thinking is, what anthropological approaches are, and how these are applied in real-world settings. It provides a thorough introduction to key methods, theories and the disciplinary value of contemporary anthropology. This book deliberately steps beyond the standard textbook format. Undergraduate students reveal the processes by which they came to understand and apply anthropological knowledge using everyday experiences and common life events as examples, while also showcasing the research that student authors produced as a result of understanding and operationalising those processes. This fresh take showcases what can be done with anthropological knowledge, not what you can do with anthropology when you've achieved the rank of professor. This book is accompanied by practical exercises, and podcasts that relate to each of the chapters. Podcasts extend beyond the textbook as live resources, with episodes on a regular basis. This is an accessible, lively, active text that prepares students to outbound disciplinary knowledge. This unique and engaging textbook will be core reading for undergraduate anthropology students, as well as a source of teaching inspiration for lecturers of undergraduate anthropology units. It would also be a useful text for undergraduate students conducting ethnographic research.

This international and interdisciplinary collection gathers stories from researchers and research students about their methodological encounters with critical realism. Whether the contributors are experienced or novice researchers, they are predominantly new to critical realism. For various reasons, as the contributors' detail, they have all been drawn to critical realism. It is well known that critical realism can be bewildering and even overwhelming to newcomers, especially to those unfamiliar with language of, and without a grounding in, philosophy. While there are now numerous and important introductory and applied critical realist texts that make critical realism more accessible to a broader audience, stories from newcomers have been absent - especially as part of a single collection. The significance and uniqueness of this collection lies in its documentation of first-hand reflective insights on the practical use and implementation of critical realism. The contributors feature critical realist inspired research journeys in Australia, England, Scotland, Belgium, Sweden, and Spain. The hope of this book is that the stories and accounts presented in it will inspire - or at least sufficiently arouse - the curiosity of others to explore critical realist possibilities, which we believe offer enormous value to serious researchers across and within all disciplines and subjects who are interested in rigorous intellectual work with a socially progressive purpose.

Models of Society and Complex Systems introduces readers to a variety of different mathematical tools used for modelling human behaviour and interactions, and the complex social dynamics that drive institutions, conflict, and coordination. What laws govern human affairs? How can we make sense of the complexity of societies and how do individual actions, characteristics, and beliefs interact? Social systems follow regularities which allow us to answer these questions using different mathematical approaches. This book emphasises both theory and application. It systematically introduces mathematical approaches, such as evolutionary and spatial game theory, social network analysis, agent-based modelling, and chaos theory. It provides readers with the necessary theoretical background of each toolset as well as the underlying intuition, while each chapter includes exercises and applications to real-world phenomena. By looking behind the surface of various social occurrences, the reader uncovers the reasons why social systems exhibit both cultural universals and at the same time a diversity of practices and norms to a degree that even surpasses biological variety, or why some riots turn into revolutions while others do not even make it into the news. This book is written for any scholar in the social sciences interested in studying and understanding human behaviour, social dynamics, and the complex systems of society. It does not expect readers to have a particular background apart from some elementary knowledge and affinity for mathematics.

Writing and Immanence is a book that is attentive to the unabatingly potent, sometimes agonistic, forces at play in the continuing unfoldings of crises of representation. As immanent doing, the writing in the book writes to destabilise the orthodoxies, conventions and unquestioned givens of writing in the academy and, in so doing, is troubled by the ontogenetic uncertainties of its own writing coming into being. In the always active processualism of presencing, the fragility of word and concept creation animates, what Meillassoux has described as 'the absolute necessity of the contingency of everything'. In working to avoid the formational and structural linearities of a series of numbered consecutive chapters, the book is constructed in and around the movements of the always actualising capaciousness of Acts. In offering engagements with education research and pedagogy and always sensitive to the dynamics of multiplicity, each Act emanates from and feeds into other en(Act)ments in the unfolding emergence of the book. Hence, in agencement, the book offers multiple points of entry and departure. Deleuze has said that a creator is 'someone who creates their own impossibilities, and thereby creates possibilities...it's by banging your head on the wall that you find a way through.' Therefore, the writing of this book writes to the writing, pedagogic and qualitative research practices of those in education and the humanities who are writing to the creation of such impossibilities.

Writing and Immanence is a book that is attentive to the unabatingly potent, sometimes agonistic, forces at play in the continuing unfoldings of crises of representation. As immanent doing, the writing in the book writes to destabilise the orthodoxies, conventions and unquestioned givens of writing in the academy and, in so doing, is troubled by the ontogenetic uncertainties of its own writing coming into being. In the always active processualism of presencing, the fragility of word and concept creation animates, what Meillassoux has described as 'the absolute necessity of the contingency of everything'. In working to avoid the formational and structural linearities of a series of numbered consecutive chapters, the book is constructed in and around the movements of the always actualising capaciousness of Acts. In offering engagements with education research and pedagogy and always sensitive to the dynamics of multiplicity, each Act emanates from and feeds into other en(Act)ments in the unfolding emergence of the book. Hence, in agencement, the book offers multiple points of entry and departure. Deleuze has said that a creator is 'someone who creates their own impossibilities, and thereby creates possibilities...it's by banging your head on the wall that you find a way through.' Therefore, the writing of this book writes to the writing, pedagogic and qualitative research practices of those in education and the humanities who are writing to the creation of such impossibilities.

--Timely case studies offer deep analyses of vexing global problems. --Shows how world-system analysis can diagnose global challenges in a way that transcend the limits of other social science approaches. --Ideal reading in courses on world-system analysis, political sociology, and globalization

The Routledge International Handbook of Interactionism demonstrates the promise and diversity of the interactionist perspective in social science today, providing students and practitioners with an overview of the impressive developments in interactionist theory, methods and research. Thematically organized, it explores the history of interactionism and the contemporary state of the field, considering the ways in which scholars approach topics that are central to interactionism. As such, it presents discussions of self, identity, gender and sexuality, race, emotions, social organization, media and the internet, and social problems. With attention to new developments in methods and methodologies, including digital ethnography, visual methods and research ethics, the authors also engage with new areas of investigation that have emerged in light of current societal developments, such as policing and police violence, interactionism beyond binaries and social media. Providing a comprehensive overview of the current state and possible future of interactionist research, it will appeal to interactionist scholars, as well as to established sociologists and students of sociology who have an interest in latest developments in interactionism.

A resource for progressing current research into disability sport. Brings together an eclectic mix of contributing authors. This includes disabled and able-bodied academics, and particularly for the sections in which we address intersectionality, authors who themselves have lived experiences of living with multiple identities. Bridge important gaps between disability studies and sport sociology through offering thorough interrogations between theory, method and empiricism progressing research in the field.

This book explores the dynamics of the "middle-class global rebellion" born of the frustration at declining living standards. Addressing narratives constructed by different social and political agents and groups, it examines contexts of social crisis in Latin America, Europe, Africa, Asia, and Oceania, understanding the middle classes as a set of complex and conflicting political relationships. With attention to the manner in which people create "situated habits", consolidating new expectations and desires through a concrete biography, it analyzes continuities and changes in classed self-perceptions based on performative use. With new perspectives, including historical and intersectional approaches, Middle Class Identities and Social Crisis transcends disciplinary boundaries to explore the hybridity of research methods and techniques and challenge established analytical frameworks. It will therefore appeal to scholars across the social sciences with interests in class and questions of class identity.

Drawing from an interdisciplinary body of research and data, Women of Piracy employs a criminological lens to explore how women have been involved in, and impacted by, maritime piracy operations from the 16th century to present day piracy off the coast of Somalia. The book challenges and resists popular understandings of women as peripheral to the criminal enterprise of piracy by presenting and analyzing their roles and experiences as victims, perpetrators, and criminal justice actors, showing that women have been, and continue to be, central figures in maritime piracy. Unfolding in three parts, part one sets the context by providing readers with a history of the masculinization of the sea. Part two focuses on the gendered division of labor in piracy operations, discussing how and why the roles and responsibilities associated with this gendered labor have emerged, persisted, evolved, and/or ceased over time, as well as considering which roles and responsibilities appear to be context-specific and which seem to transgress geographical locations. Part three explores how women have (or have not) been brought to justice for their participation in crimes of piracy as well as the roles of women in efforts to combat piracy. The overarching objective is to ignite a broader discussion about the various cultural, social, historical, and economic forces that create opportunities for women to participate in maritime piracy and counter-piracy, why women continue to be invisible figures of piracy, and what implications this has for how we study, police, and bring pirates to justice. The first criminologically-grounded, global study exploring the continuity and evolution of women in maritime piracy, this book will be of great interest to students and scholars of criminology, gender, feminist studies, international relations, anthropology, history, and political geography. It will also be useful to maritime and law enforcement professionals.