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Applied Statistics Using R: A Guide for the Social Sciences

If you want to learn to use R for data analysis but aren’t sure how to get started, this practical book will help you find the right path through your data. Drawing on real-world data to show you how to use different techniques in practice, it helps you progress your programming and statistics knowledge so you can apply the most appropriate tools in your research. It starts with descriptive statistics and moves through regression to advanced techniques such as structural equation modelling and Bayesian statistics, all with digestible mathematical detail for beginner researchers. The book: Shows you how to use R packages and apply functions, adjusting them to suit different datasets. Gives you the tools to try new statistical techniques and empowers you to become confident using them. Encourages you to learn by doing when running and adapting the authors’ own code. Equips you with solutions to overcome the potential challenges of working with real data that may be messy or imperfect. Accompanied by online resources including screencast tutorials of R that give you step by step guidance and R scripts and datasets for you to practice with, this book is a perfect companion for any student of applied statistics or quantitative research methods courses.

Applied Statistics Using Stata: A Guide for the Social Sciences

Clear, intuitive and written with the social science student in mind, this book represents the ideal combination of statistical theory and practice. It focuses on questions that can be answered using statistics and addresses common themes and problems in a straightforward, easy-to-follow manner. The book carefully combines the conceptual aspects of statistics with detailed technical advice providing both the ‘why’ of statistics and the ‘how’. Built upon a variety of engaging examples from across the social sciences it provides a rich collection of statistical methods and models. Students are encouraged to see the impact of theory whilst simultaneously learning how to manipulate software to meet their needs. The book also provides: Original case studies and data sets Practical guidance on how to run and test models in Stata Downloadable Stata programmes created to work alongside chapters A wide range of detailed applications using Stata Step-by-step notes on writing the relevant code. This excellent text will give anyone doing statistical research in the social sciences the theoretical, technical and applied knowledge needed to succeed.

Applied Statistics Using Stata: A Guide for the Social Sciences

Straightforward, clear, and applied, this book will give you the theoretical and practical basis you need to apply data analysis techniques to real data. Combining key statistical concepts with detailed technical advice, it addresses common themes and problems presented by real research, and shows you how to adjust your techniques and apply your statistical knowledge to a range of datasets. It also embeds code and software output throughout and is supported by online resources to enable practice and safe experimentation. The book includes: · Original case studies and data sets · Practical exercises and lists of commands for each chapter · Downloadable Stata programmes created to work alongside chapters · A wide range of detailed applications using Stata · Step-by-step guidance on writing the relevant code. This is the perfect text for anyone doing statistical research in the social sciences getting started using Stata for data analysis.

Applied Statistics Using Stata: A Guide for the Social Sciences

Straightforward, clear, and applied, this book will give you the theoretical and practical basis you need to apply data analysis techniques to real data. Combining key statistical concepts with detailed technical advice, it addresses common themes and problems presented by real research, and shows you how to adjust your techniques and apply your statistical knowledge to a range of datasets. It also embeds code and software output throughout and is supported by online resources to enable practice and safe experimentation. The book includes: · Original case studies and data sets · Practical exercises and lists of commands for each chapter · Downloadable Stata programmes created to work alongside chapters · A wide range of detailed applications using Stata · Step-by-step guidance on writing the relevant code. This is the perfect text for anyone doing statistical research in the social sciences getting started using Stata for data analysis.

Applied Statistics Using Stata: A Guide for the Social Sciences

Straightforward, clear, and applied, this book will give you the theoretical and practical basis you need to apply data analysis techniques to real data. Combining key statistical concepts with detailed technical advice, it addresses common themes and problems presented by real research, and shows you how to adjust your techniques and apply your statistical knowledge to a range of datasets. It also embeds code and software output throughout and is supported by online resources to enable practice and safe experimentation. The book includes: · Original case studies and data sets · Practical exercises and lists of commands for each chapter · Downloadable Stata programmes created to work alongside chapters · A wide range of detailed applications using Stata · Step-by-step guidance on writing the relevant code. This is the perfect text for anyone doing statistical research in the social sciences getting started using Stata for data analysis.

Applied Statistics Using Stata (PDF): A Guide for the Social Sciences

Clear, intuitive and written with the social science student in mind, this book represents the ideal combination of statistical theory and practice. It focuses on questions that can be answered using statistics and addresses common themes and problems in a straightforward, easy-to-follow manner. The book carefully combines the conceptual aspects of statistics with detailed technical advice providing both the ‘why’ of statistics and the ‘how’. Built upon a variety of engaging examples from across the social sciences it provides a rich collection of statistical methods and models. Students are encouraged to see the impact of theory whilst simultaneously learning how to manipulate software to meet their needs. The book also provides: Original case studies and data sets Practical guidance on how to run and test models in Stata Downloadable Stata programmes created to work alongside chapters A wide range of detailed applications using Stata Step-by-step notes on writing the relevant code. This excellent text will give anyone doing statistical research in the social sciences the theoretical, technical and applied knowledge needed to succeed.

Applied Statistics with SPSS

Accessibly written and easy to use, Applied Statistics Using SPSS is an all-in-one self-study guide to SPSS and do-it-yourself guide to statistics. Based around the needs of undergraduate students embarking on their own research project, the text's self-help style is designed to boost the skills and confidence of those that will need to use SPSS in the course of doing their research project. The book is pedagogically well developed and contains many screen dumps and exercises, glossary terms and worked examples. Divided into two parts, Applied Statistics Using SPSS covers : 1. A self-study guide for learning how to use SPSS. 2. A reference guide for selecting the appropriate statistical technique and a stepwise do-it-yourself guide for analysing data and interpreting the results. 3. Readers of the book can download the SPSS data file that is used for most of the examples throughout the book here. Geared explicitly for undergraduate needs, this is an easy to follow SPSS book that should provide a step-by-step guide to research design and data analysis using SPSS.

Applied Statistics with SPSS (PDF)

Accessibly written and easy to use, Applied Statistics Using SPSS is an all-in-one self-study guide to SPSS and do-it-yourself guide to statistics. Based around the needs of undergraduate students embarking on their own research project, the text's self-help style is designed to boost the skills and confidence of those that will need to use SPSS in the course of doing their research project. The book is pedagogically well developed and contains many screen dumps and exercises, glossary terms and worked examples. Divided into two parts, Applied Statistics Using SPSS covers : 1. A self-study guide for learning how to use SPSS. 2. A reference guide for selecting the appropriate statistical technique and a stepwise do-it-yourself guide for analysing data and interpreting the results. 3. Readers of the book can download the SPSS data file that is used for most of the examples throughout the book here. Geared explicitly for undergraduate needs, this is an easy to follow SPSS book that should provide a step-by-step guide to research design and data analysis using SPSS.

Applied Structural Equation Modelling for Researchers and Practitioners: Using R and Stata for Behavioural Research

During the last two decades, structural equation modelling (SEM) has emerged as a powerful multivariate data analysis tool in social science research settings, especially in the fields of sociology, psychology, and education. Social science researchers and students benefit greatly from acquiring knowledge and skills in SEM, since the methods can provide a bridge between the theoretical and empirical aspects of behavioural research. Ramlall explains in a rigorous, concise, and practical manner all the vital components embedded in structural equation modelling (SEM). Focusing on R and Stata to implement and perform various structural equation models, Ramlall examines the types, benefits, and drawbacks of SEM, delving into model specifications and identifications, fit evaluations, and path diagrams.

Applied Theatre and Intercultural Dialogue: Playfully Approaching Difference (Palgrave Studies In Play, Performance, Learning, and Development)

This book examines applied theatre projects that bring together diverse groups and foster intercultural dialogue. Based on five case studies and informed by play theory, it argues that the playful elements of theatre processes nurture a unique intimacy among diverse people. However, this playful quality can also dampen explicit conversations about participants’ cultural differences, and defer an interrogation of people’s own entrenchment in systemic power imbalances. As a result, addressing these differences and imbalances in applied theatre contexts may require particular strategies.

Applied Theatre and Sexual Health Communication: Apertures of Possibility (Contemporary Performance InterActions)

This book analyses the partnership between applied theatre and sexual health communication in a theatre-making project in Nyanga, a township in South Africa. By examining the bridges and schisms between the two fields as they come together in the project, an alternative way of approaching sexual health communication is advocated. This alternative considers what it is that applied theatre does, and could become, in this context. Moments of value which lie around the margins of the practice emerge as opportunities that can be overlooked. These somewhat ephemeral, intangible moments, which appear on the edges, are described as ‘apertures of possibility’ and occur when one takes a step back and realises something unnoticed in the moment. This book offers an invitation to pause and notice the seemingly insignificant moments that often occurs tangentially to the practice. The book also calls for more outcry about sexual health and sexual violence, arguing for theatre-making as a route to multitudes of voices, nuanced understandings, and diverse spaces in which discussions of sexuality and sexual health are shared, felt, and experienced.

Applied Theatre: A Pedagogy of Utopia

Applied Theatre is a widely accepted term to describe a set of practices that encompass community, social and participatory theatre making. It is an area of performance practice that is flourishing within international contexts and communities. This book offers a critical consideration of long-term applied and participatory theatre projects. In doing so it is a timely analysis of the concepts that inform applied theatre and argues that a number of concepts that form cornerstones of the discipline, have become shibboleths in applied theatre thinking, practice and teaching. The book problematises some of these key concepts, specifically regarding change and transformation, safe spaces, impact, exit strategies, ethical practice, process versus product and the concept of the applied theatre practitioner tool kit. Busby analyses applied theatre projects in India, Malta, New Zealand, the USA and the UK to consider her key question: is the 21st century the end for applied theatre as it was understood to function at the end of the previous century? Drawing on 20 years of practice in prisons, youth theatres and with street and slum-dwellers, this book focuses on long-term interventions that raise troubling questions about applied theatre, cultural colonialism and power, while arguing that community or participatory theatre conversely has the potential to generate a resilient sense of optimism, or what Busby terms a 'nebulous utopia'.

Applied Theatre: A Pedagogy of Utopia

Applied Theatre is a widely accepted term to describe a set of practices that encompass community, social and participatory theatre making. It is an area of performance practice that is flourishing within international contexts and communities. This book offers a critical consideration of long-term applied and participatory theatre projects. In doing so it is a timely analysis of the concepts that inform applied theatre and argues that a number of concepts that form cornerstones of the discipline, have become shibboleths in applied theatre thinking, practice and teaching. The book problematises some of these key concepts, specifically regarding change and transformation, safe spaces, impact, exit strategies, ethical practice, process versus product and the concept of the applied theatre practitioner tool kit. Busby analyses applied theatre projects in India, Malta, New Zealand, the USA and the UK to consider her key question: is the 21st century the end for applied theatre as it was understood to function at the end of the previous century? Drawing on 20 years of practice in prisons, youth theatres and with street and slum-dwellers, this book focuses on long-term interventions that raise troubling questions about applied theatre, cultural colonialism and power, while arguing that community or participatory theatre conversely has the potential to generate a resilient sense of optimism, or what Busby terms a 'nebulous utopia'.

Applied Theatre with Youth: Education, Engagement, Activism (Applied Theatre in Context)

Applied Theatre with Youth is a collection of essays that highlight the value and efficacy of applied theatre with young people in a broad range of settings, addressing challenges and offering concrete solutions. This book tackles the vital issues of our time—including, among others, racism, climate crisis, gun violence, immigration, and gender—fostering dialogue, promoting education, and inciting social change. The book is divided into thematic sections, each opening with an essay addressing a range of questions about the benefits, challenges, and learning opportunities of a particular type of applied theatre. These are followed by response essays from theatre practitioners, discussing how their own approach aligns with and/or diverges from that of the initial essay. Each section then ends with a moderated roundtable discussion between the essays’ authors, further exploring the themes, issues, and ideas that they have introduced. With its accessible format and clear language, Applied Theatre with Youth is a valuable resource for theatre practitioners and the growing number of theatre companies with education and community engagement programs. Additionally, it provides essential reading for teachers and students in a myriad of fields: education, theatre, civic engagement, criminal justice, sociology, women and gender studies, environmental studies, disability studies, ethnicity and race studies.

Applied Theatre with Youth: Education, Engagement, Activism (Applied Theatre in Context)

Applied Theatre with Youth is a collection of essays that highlight the value and efficacy of applied theatre with young people in a broad range of settings, addressing challenges and offering concrete solutions. This book tackles the vital issues of our time—including, among others, racism, climate crisis, gun violence, immigration, and gender—fostering dialogue, promoting education, and inciting social change. The book is divided into thematic sections, each opening with an essay addressing a range of questions about the benefits, challenges, and learning opportunities of a particular type of applied theatre. These are followed by response essays from theatre practitioners, discussing how their own approach aligns with and/or diverges from that of the initial essay. Each section then ends with a moderated roundtable discussion between the essays’ authors, further exploring the themes, issues, and ideas that they have introduced. With its accessible format and clear language, Applied Theatre with Youth is a valuable resource for theatre practitioners and the growing number of theatre companies with education and community engagement programs. Additionally, it provides essential reading for teachers and students in a myriad of fields: education, theatre, civic engagement, criminal justice, sociology, women and gender studies, environmental studies, disability studies, ethnicity and race studies.

Applied Thematic Analysis (PDF)

An Applied Visual Sociology: Picturing Harm Reduction

Exploring the value of photography and video as legitimate forms of social enquiry, An Applied Visual Sociology: Picturing Harm Reduction constitutes a guidebook for conducting applied visual sociology within health related or social science research projects, providing a full account of the visual research journey and presenting a tested template for conducting theoretically-driven, sociologically-informed research. Against the background of the growing popularity of visual methods, this book goes beyond using photographs for illustrative and descriptive purposes, to emphasise the importance of sociological, epistemological and analytical theory, together with methods of data collection and the presentation of images for applied purposes. As such, An Applied Visual Sociology: Picturing Harm Reduction offers a template for considering visual data as applied research, providing a full account of the manner in which visual methods can inform research and specific interventions, together with opportunities for students and practitioners to consider applied visual sociology in a series of practical or self-study tasks . It will therefore appeal not only to students and researchers involved in social and health-related qualitative research, or those seeking to conduct innovative visual projects within the social sciences, but also to scholars interested in research methods, visual ethnography and harm reduction approaches to drug use.

An Applied Visual Sociology: Picturing Harm Reduction

Exploring the value of photography and video as legitimate forms of social enquiry, An Applied Visual Sociology: Picturing Harm Reduction constitutes a guidebook for conducting applied visual sociology within health related or social science research projects, providing a full account of the visual research journey and presenting a tested template for conducting theoretically-driven, sociologically-informed research. Against the background of the growing popularity of visual methods, this book goes beyond using photographs for illustrative and descriptive purposes, to emphasise the importance of sociological, epistemological and analytical theory, together with methods of data collection and the presentation of images for applied purposes. As such, An Applied Visual Sociology: Picturing Harm Reduction offers a template for considering visual data as applied research, providing a full account of the manner in which visual methods can inform research and specific interventions, together with opportunities for students and practitioners to consider applied visual sociology in a series of practical or self-study tasks . It will therefore appeal not only to students and researchers involved in social and health-related qualitative research, or those seeking to conduct innovative visual projects within the social sciences, but also to scholars interested in research methods, visual ethnography and harm reduction approaches to drug use.

Applying a Human Rights Approach to Social Work Research and Evaluation: A Rights Research Manifesto (SpringerBriefs in Rights-Based Approaches to Social Work #0)

This brief introduces a human rights approach to social work research and evaluation, compares it to traditional research approaches, and explains how to apply it in real world social work research. The author draws from a human rights framework that incorporates dignity and respect for all persons, the universality and interrelatedness of rights (political, civil, social, economic, and cultural), nondiscrimination, participation, accountability, and transparency. To advance a human rights approach, it introduces a rights-based model that accentuates the use of mixed methods and participatory research and evaluation. This brief aims to increase competencies in how to apply a rights based approach to research decision-making process from the formulation of research questions, research and practice design, and participatory action strategies that advance human rights.​ It is a call to action for social workers to forge a rights-based research agenda that fosters empowerment.

Applying Anthropology in the Global Village

The realities of the globalized world have revolutionized traditional concepts of culture, community, and identity—so how do applied social scientists use complicated, fluid new ideas such as translocality and ethnoscape to solve pressing human problems? In this book, leading scholar/practitioners survey the development of different subfields over at least two decades, then offer concrete case studies to show how they have incorporated and refined new concepts and methods. After an introduction synthesizing anthropological practice, key theoretical concepts, and ethnographic methods, chapters examine the arenas of public health, community development, finance, technology, transportation, gender, environment, immigration, aging, and child welfare. An innovative guide to joining dynamic theoretical concepts with on-the-ground problem solving, this book will be of interest to practitioners from a wide range of disciplines who work on social change, as well as an excellent addition to graduate and undergraduate courses.

Applying Anthropology in the Global Village

The realities of the globalized world have revolutionized traditional concepts of culture, community, and identity—so how do applied social scientists use complicated, fluid new ideas such as translocality and ethnoscape to solve pressing human problems? In this book, leading scholar/practitioners survey the development of different subfields over at least two decades, then offer concrete case studies to show how they have incorporated and refined new concepts and methods. After an introduction synthesizing anthropological practice, key theoretical concepts, and ethnographic methods, chapters examine the arenas of public health, community development, finance, technology, transportation, gender, environment, immigration, aging, and child welfare. An innovative guide to joining dynamic theoretical concepts with on-the-ground problem solving, this book will be of interest to practitioners from a wide range of disciplines who work on social change, as well as an excellent addition to graduate and undergraduate courses.

Applying Anthropology to General Education: Reshaping Colleges and Universities for the 21st Century

The current higher education policy and practice landscape is simultaneously marked by uncertainty and hope, and nowhere are these tensions more present than in discussions and actions around general education. This volume uses an anthropological approach to contemplate ways of reimagining general education for the 21st century and how faculty, teachers, administrators, and others can transform the educational endeavor to be holistic, comprehensive, and aligned with the needs of people and the planet in the decades to come. Included are analyses of general education concepts such as "diversity," case studies of general education and connecting curricula, opportunities for faculty development, unique general education student populations, assessment strategies, and philosophical/pedagogical challenges. Contributors make the case that far from receding from a central role in higher education, there is a need to strengthen general education curricula as key to the educational needs of students, for the skills and competencies they require in the workplace and for civic engagement.

Applying Anthropology to General Education: Reshaping Colleges and Universities for the 21st Century

The current higher education policy and practice landscape is simultaneously marked by uncertainty and hope, and nowhere are these tensions more present than in discussions and actions around general education. This volume uses an anthropological approach to contemplate ways of reimagining general education for the 21st century and how faculty, teachers, administrators, and others can transform the educational endeavor to be holistic, comprehensive, and aligned with the needs of people and the planet in the decades to come. Included are analyses of general education concepts such as "diversity," case studies of general education and connecting curricula, opportunities for faculty development, unique general education student populations, assessment strategies, and philosophical/pedagogical challenges. Contributors make the case that far from receding from a central role in higher education, there is a need to strengthen general education curricula as key to the educational needs of students, for the skills and competencies they require in the workplace and for civic engagement.

Applying Care Ethics to Business (Issues in Business Ethics #34)

Applying Care Ethics to Business is a multidisciplinary collection of original essays that explores the intersection between the burgeoning field of care ethics and business. Care ethics is an approach to morality that emphasizes relational, particularist, and affective dimensions of morality that evolved from feminist theory and today enjoys robust intellectual exploration. Care ethics emerged out of feminist theory in the 1980's and the greatest contribution to moral analysis among Women' Studies scholars. Today, feminists and non-feminist scholars are increasingly taking care ethics seriously. Applying care to the marketplace is a natural step in its maturity. Applying Care Ethics to Business is the first book-length analysis of business and economic cases and theories from the perspective of care theory. Furthermore, given economic turbulence and the resulting scrutiny of market practices, care ethics provides fresh and timely insight into ideal business values and commitments.In many ways, care ethics’ emphasis upon connection and cooperation as well as the growth and well-being of the other make it appear to be the antithesis of the corporate character. Nevertheless, many contemporary theorists question if traditional moral approaches based on autonomous agents is adequate to address a shrinking and interconnected world—particularly one that is marked by global markets. Applying Care Ethics to Business offers a unique opportunity to rethink corporate responsibility and business ethics.

Applying complexity theory: Whole systems approaches to criminal justice and social work

Approaches based around complexity theory are increasingly being used in the study of organisations and the delivery of services. This is the first book to explore the application of complexity theory to difficult practice issues in criminal justice and social work and is intended to stimulate debate. It brings together experts in this emerging field to address complexity theory from a range of perspectives (positivist, realist, and constructivist), providing a detailed but accessible discussion of the key issues to whole systems approaches. The chapters cover theory and research on the nature of complex adaptive systems, their application to key areas of service delivery and the efficacy and ethics of criminal justice and social work interventions. The book argues for the usefulness of applying complexity theory to address significant and intractable social problems and also challenges the reductionist approaches to solving those problems currently favoured by policy makers. It will be of interest to academics and postgraduate students in social work and criminal justice.