Providing an up-to-date portrait of the concepts and methods of analytical sociology, this pivotal Research Handbook traces the historical evolution of the field, utilising key research examples to illustrate its core principles. It investigates how analytical sociology engages with other approaches such as analytical philosophy, structural individualism, social stratification research, complexity science, pragmatism, and critical realism, exploring the foundations of the field as well as its major explanatory mechanisms and methods. Chapters examine the ways in which analytical sociology addresses crucial concepts, including norms, structures, context, contingency, action theory, and models of social interactions. Offering an in-depth analysis of cumulative advantage, complex contagions, and network amplification, this comprehensive Research Handbook discusses the range of data sources and methods available to analytical sociologists for empirical research, in particular digital traces, historical archives, game-theoretic models, causal inference techniques, social networks analysis, and agent-based simulations. Creating a new synthesis of the theoretical and methodological resources required to carry out research using analytical sociology tools, the Research Handbook will be a key pedagogical resource for students and scholars of sociology and sociological theory, research methods, demography, social psychology, economics, and computer science.

Introducing the idea of conversational storytelling interviewing (CSI) as an 'indirect' method of interviewing, David Boje and Grace Ann Rosile explore this innovative methodological framework as a way for respondents to tell their own story, without resorting to structured or semi-structured interviews. Bringing together theory, method and praxis of storytelling in an iterative process of self-correcting induction, How to Use Conversational Storytelling Interviews for Your Dissertation offers researchers ways to move beyond the bystander role, urging them to be co-creators of their findings. Complete with exercises to train practitioners in new methods of inquiry and in-depth discussions of an array of philosophical issues, this illuminating book illustrates how rigorous self-correcting methods move inquiry from conversation to storytelling science. Pioneering in both method and framework, this book is a crucial guide for using CSI in qualitative research for PhD students and researchers in management and organizational studies. Scholars of feminist and indigenous studies and other critical studies fields will benefit from alternative interviewing methods as these disciplines undergo an ontological turn.

Bringing together researchers from geographically, culturally, and linguistically diverse regions, Indigenous Knowledge Systems and Research Methodologies offers practical guidance and lessons learned from research projects in and with Indigenous communities around the world. With an aim to examine issues of power, representation, participation, and accountability in studies involving Indigenous populations, the contributors reflect on their own experiences conducting collaborative research in distinct yet related fields. The book is anchored by specific themes: exploring decolonizing methodological paradigms, honoring Indigenous knowledge systems, and growing interdisciplinary collaboration toward Indigenous self-determination. This volume makes a significant contribution to Indigenous community as well as institutional scholarly and practical discussions by emphasizing guidance and questions from Indigenous scholars who are designing studies and conducting research that is moving the field of Indigenous research methodologies forward. Discussing challenges and ideas regarding research ethics, data co-ownership, data sovereignty, and dissemination strategies, this text is a vital resource for all students interested in the application of what can be gained from Indigenous research methods. Features: Presents proposals and visions for research with Indigenous communities that include both methodological and practical considerations. Draws on the experiences of the co-editors in developing and teaching research methods courses for Indigenous graduate studentsincludes features such as section introductions, questions for critical thought, and key terms.

Responding to the trend of formulaic writing in the academic community, How To Write Differently offers a refreshing approach to academic writing in a practical format. The book explores how, in order to write differently, an author needs to embrace complexity and alterity and write to be read. Highlighting the importance of bringing joy and enlightenment to readers rather than simply writing for the metrics, experienced contributors delve into the significance of poetry and idiom, writing from the heart and what to write about. Chapters also consider key practicalities such as, how to make an argument and not slide into reductionism? How to engage with literature without being dull and formulaic? How to describe important issues such as empirical research and insights? Finally, the book sheds light on the review process, where to publish, reflective referencing and how to revise your writing. Aiming to inspire academic writers and readers, while offering practical guidance, How to Write Differently will be a valuable resource for business and management researchers and students seeking to write in a new way.

Since the early 2000s, digital data has transformed the way we live and work. This timely book looks to big data analytics to understand this revolutionary change, unpacking the impact of big data analytics on the mobilization and allocation of individuals, organizations and societies' resources. Contributions from leading experts on modern technological trends examine the promises, applications and pitfalls of big data. The contributors assess the ways in which contemporary trajectories of data processing have increased efficiency and had a transformative effect on all avenues of life, from energy, tourism and social media, to human resources, welfare systems and urban citizenship. At a time when our personal data is more valuable than ever, this book seeks to make sense of how big data analytics has transformed our lives and how it will continue to shape society in the future. Astute and comprehensive, this book is critical reading for business and management scholars with a focus on information systems and communications technologies. It will also prove to be vital information for students and researchers of big data and digital society, as well as politics and administration more widely. Contributors include: P. Aagaard, A.R. Alaei, S. Becken, P. Bonev, E. Breit, B.K. Daniel, C. Egeland, V. Estivill-Castro, P. Gillingham, S. Hiremath, T. Kelly, I.B. Loberg, K. Loefgren, A.O. Lyneborg, P. Mikalef, Q.V.H. Nguyen, J.S. Pedersen, P. Ross, A. Sandgaard, T.M. Scholz, M. Soederberg, B. Stantic, W. Webster, A. Wilkinson<>P>

* 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

Due to the COVID-19 pandemic, teacher preparation programs modified their practices to fit the delivery modes of school districts while developing new ways to prepare candidates. Governmental agencies established new guidelines to fit the drastic shift in education caused by the pandemic, and P-12 school systems made accommodations to support teacher education candidates. The pandemic disrupted all established systems and norms; however, many practices and strategies emerged in educator preparation programs that will have a lasting positive impact on P-20 education and teacher education practices. Such practices include the reevaluation of schooling practices with shifts in engagement strategies, instructional approaches, technology utilization, and supporting students and their families. Redefining Teacher Education and Teacher Preparation Programs in the Post-COVID-19 Era provides relevant, innovative practices implemented across teacher education programs and P-20 settings, including delivery models; training procedures; theoretical frameworks; district policies and guidelines; state, national, and international standards; digital design and delivery of content; and the latest empirical research findings on the state of teacher education preparation. The book showcases best practices used to shape and redefine teacher education through the COVID-19 pandemic. Covering topics such as online teaching practices, simulated teaching experiences, and emotional learning, this text is essential for preservice professionals, paraprofessionals, administrators, P-12 faculty, education preparation program designers, principals, superintendents, researchers, students, and academicians.

Ethical Practice of Statistics and Data Science is intended to prepare people to fully assume their responsibilities to practice statistics and data science ethically. Aimed at early career professionals, practitioners, and mentors or supervisors of practitioners, the book supports the ethical practice of statistics and data science, with an emphasis on how to earn the designation of, and recognize, "the ethical practitioner". The book features 47 case studies, each mapped to the Data Science Ethics Checklist (DSEC); Data Ethics Framework (DEFW); the American Statistical Association (ASA) Ethical Guidelines for Statistical Practice; and the Association of Computing Machinery (ACM) Code of Ethics. It is necessary reading for students enrolled in any data intensive program, including undergraduate or graduate degrees in (bio-)statistics, business/analytics, or data science. Managers, leaders, supervisors, and mentors who lead data-intensive teams in government, industry, or academia would also benefit greatly from this book. This is a companion volume to Ethical Reasoning For A Data-Centered World, also published by Ethics International Press (2022). These are the first and only books to be based on, and to provide guidance to, the ASA and ACM Ethical Guidelines/Code of Ethics.

This book brings together works by specialists from various areas of the social sciences to reflect on the presence of China in Portugal and in Portuguese-speaking territories. From the first Chinese coolies that migrated to the former Portuguese colonies more than 100 years ago, to the current investments along the Belt and Road Initiative, we take the pulse of this historic, social, political and economic presence and flows, that continues to renew and reinvent itself in the face of the challenges of contemporaneity.

More and more doctoral researchers are focusing on the social justice aspects of dissertation research problems and often not well guided for how to incorporate societal change issues within the dissertation format. Due to the current climate, this interest is likely to continue to increase. Many aim to enact change within their discipline, workplace, or communities as they conduct dissertation research across doctoral program areas. This book comprises of a diverse resource of methods strategies to incorporate social justice to prepare doctoral scholars to integrate social justice research within their methodology of choice for use across doctoral disciplines including education, business, social sciences, health sciences, and more. This book prepares doctoral scholars to incorporate research method strategies to address social justice aspects of doctoral research problems and offers diverse examples and illustrations for how, why, and where to incorporate social justice research within the realm of doctoral dissertation research. It incorporates both qualitative and quantitative methods and approaches.

Regardless of the discipline or country, creating quality education is multifaceted. At the center of any schooling practice are the educators, their schools, and the teacher education programs that license them. As the schools and faculties of education strive to provide the best practices to pre-service or in-service teachers, it becomes more critical to increase the quality of teacher education via various means to keep up with the demands of schooling in the 21st century. Interdisciplinary Approaches Toward Enhancing Teacher Education provides an overview of how innovation and research experience can enhance teacher education programs with a focus on competencies, skills, and strategies future teachers will need to cope with while teaching students' learning with diversity and facing linguistic, social, and environmental challenges. The book particularly investigates the potentiality of educational technology, innovative techniques, and digital storytelling to enhance education and bilingualism in intercultural contexts and multilingual settings. Covering topics that include performance assessment, teacher training, and professional development, and including many practical and diverse examples, this book is intended for TESOL, second or foreign language learning, and CUL programs and teacher-training institutions, as well as teachers, researchers, academicians, and students in interdisciplinary areas that include science, history, geography, language learning, bilingualism, intercultural competencies, classroom interaction, gamification, and educational technology.

European Perceptions of China and Perspectives on the Belt and Road Initiative is a collection of fourteen essays on the way China is perceived in Europe today. These perceptions - and they are multiple - are particularly important to the People's Republic of China as the country grapples with its increasingly prominent role on the international stage, and equally important to Europe as it attempts to come to terms with the technological, social and economic advances of the Belt and Road Initiative. The authors are, on the whole, senior academics specializing in such topics as International Relations and Security, Public Diplomacy, Media and Cultural Studies, and Philosophy and Religion from more than a dozen different European countries and are involved in various international projects focussed on Europe-China relations.

While there are many English books available on academic research methods and philosophy, many complain that they are difficult for budding, non-native English-speaking researchers to use and understand. Rather than hiding behind jargon, writers should describe and define the concepts for the benefit of non-native English speakers. Social Research Methodology and Publishing Results: A Guide to Non-Native English Speakers explains methods commonly used in the field of academic research, provides stimulus to non-native English-speaking researchers for successful implementation of academic research, and meets the need for an appropriate course framework and materials for teaching research methodology. Covering topics such as pragmatism, research design, and empirical modeling, this premier reference source is a dynamic resource for educators and administrators of higher education, pre-service teachers, librarians, teacher educators, non-native English-speaking researchers, and academicians.

This thoroughly revised, extended and updated second edition of Silvia Gherardi's classic book gives the reader a must-read orientation through the myriad of methods and styles involved in practice-based research. Practice-based approaches to knowing, learning, innovating, and managing have thrived in recent years. Calling upon numerous narratives from a range of research fields, the author offers insight into the many possibilities of practice research, highlighting the inextricable links between humans and technology as the key emergent trend in management studies. Developing an innovative posthumanist approach, this novel book offers a useful and insightful compass for the navigation of practice-based studies through the lens of exemplar vignettes from internationally acclaimed researchers. A valuable and instructive work, this book is critical to any scholars of practice theories, as well as management and organizational studies and those with a keen interest in research methods. Masters students seeking insight into the development of practice-based studies, and PhD researchers developing their own methodologies will also find the guidance of this book indispensable in their studies.

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 prescient book presents the intellectual terrain of shrinking cities while exploring the key research questions in each of the field?s sub-domains and reviewing the range of methodologies within these topics. The book begins with an introduction outlining what shrinking cities are and how they are researched, highlighting both the opportunities and challenges that arise in this field, including the big ideas any researcher must grapple with. The next six chapters are each devoted to a different sub-domain within shrinking cities, offering a quick overview of the topics, relevant problems, paradoxes and key research questions. The book concludes with a review of the major themes and, most importantly, looks toward the future, predicting and anticipating the most significant future research trends related to shrinking cities. This accessible and compelling Research Agenda will be of interest to researchers looking to move into this area, urban studies and planning instructors who are teaching research methods courses, and students studying or independently researching shrinking cities.