Knowledge Discovery in the Social Sciences

Knowledge Discovery in the Social Sciences

Author: Xiaoling Shu

Publisher: University of California Press

Published: 2020-02-04

Total Pages: 263

ISBN-13: 0520339991

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Knowledge Discovery in the Social Sciences helps readers find valid, meaningful, and useful information. It is written for researchers and data analysts as well as students who have no prior experience in statistics or computer science. Suitable for a variety of classes—including upper-division courses for undergraduates, introductory courses for graduate students, and courses in data management and advanced statistical methods—the book guides readers in the application of data mining techniques and illustrates the significance of newly discovered knowledge. Readers will learn to: • appreciate the role of data mining in scientific research • develop an understanding of fundamental concepts of data mining and knowledge discovery • use software to carry out data mining tasks • select and assess appropriate models to ensure findings are valid and meaningful • develop basic skills in data preparation, data mining, model selection, and validation • apply concepts with end-of-chapter exercises and review summaries


Evidence-Based Policy Making in the Social Sciences

Evidence-Based Policy Making in the Social Sciences

Author: Stoker, Gerry

Publisher: Policy Press

Published: 2016-09-29

Total Pages: 328

ISBN-13: 1447329376

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This book gathers an expert group of social scientists to showcase emerging forms of analysis and evaluation for public policy analysis. Each chapter highlights a different method or approach, putting it in context and highlighting its key features before illustrating its application and potential value to policy makers. Aimed at upper-level undergraduates in public policy and social work, it also has much to offer policy makers and practitioners themselves.


The Production of Knowledge

The Production of Knowledge

Author: Colin Elman

Publisher: Cambridge University Press

Published: 2020-03-19

Total Pages: 569

ISBN-13: 1108486770

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A wide-ranging discussion of factors that impede the cumulation of knowledge in the social sciences, including problems of transparency, replication, and reliability. Rather than focusing on individual studies or methods, this book examines how collective institutions and practices have (often unintended) impacts on the production of knowledge.


How Social Science Got Better

How Social Science Got Better

Author: Matt Grossmann

Publisher: Oxford University Press

Published: 2021-07-05

Total Pages: 353

ISBN-13: 0197518990

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It seems like most of what we read about the academic social sciences in the mainstream media is negative. The field is facing mounting criticism, as canonical studies fail to replicate, questionable research practices abound, and researcher social and political biases come under fire. In response to these criticisms, Matt Grossmann, in How Social Science Got Better, provides a robust defense of the current state of the social sciences. Applying insights from the philosophy, history, and sociology of science and providing new data on research trends and scholarly views, he argues that, far from crisis, social science is undergoing an unparalleled renaissance of ever-broader understanding and application. According to Grossmann, social science research today has never been more relevant, rigorous, or self-reflective because scholars have a much better idea of their blind spots and biases. He highlights how scholars now closely analyze the impact of racial, gender, geographic, methodological, political, and ideological differences on research questions; how the incentives of academia influence our research practices; and how universal human desires to avoid uncomfortable truths and easily solve problems affect our conclusions. Though misaligned incentive structures of course remain, a messy, collective deliberation across the research community has shifted us into an unprecedented age of theoretical diversity, open and connected data, and public scholarship. Grossmann's wide-ranging account of current trends will necessarily force the academy's many critics to rethink their lazy critiques and instead acknowledge the path-breaking advances occurring in the social sciences today.


Social Science Research

Social Science Research

Author: Anol Bhattacherjee

Publisher: CreateSpace

Published: 2012-04-01

Total Pages: 156

ISBN-13: 9781475146127

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This book is designed to introduce doctoral and graduate students to the process of conducting scientific research in the social sciences, business, education, public health, and related disciplines. It is a one-stop, comprehensive, and compact source for foundational concepts in behavioral research, and can serve as a stand-alone text or as a supplement to research readings in any doctoral seminar or research methods class. This book is currently used as a research text at universities on six continents and will shortly be available in nine different languages.


Usable Knowledge

Usable Knowledge

Author: Sterling Professor of Economics and Political Science Charles E Lindblom

Publisher: Yale University Press

Published: 1979-01-01

Total Pages: 144

ISBN-13: 9780300023367

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The problem that gives rise to this book is dissatisfaction with social science and social research as instruments of social problem solving. Policy makers and other practical problem solvers frequently voice disappointment with what they are offered. And many social scientists and social researchers think they should be more drawn upon, more useful, and more influential. Out of the discontent have come numerous diagnoses and prescriptions. This thoughtful contribution to the discussion provides an agenda of basic questions that should be asked and answered by those who are concerned about the impact of social science and research on real life problems. In general, Cohen and Lindblom believe that social scientists are crippled by a misunderstanding of their own trade, and they suggest that the tools of their trade be applied to the trade itself. Social scientists do not always fully appreciate that professional social inquiry is only one of several ways of solving a problem. They are also often engaged in a mistaken pursuit of authoritativeness, not recognizing that their contribution can never be more than a partial one. Cohen and Lindblom suggest that they reexamine their criteria for selecting subjects for research, study their tactics as compared to those of policy makers, and consider more carefully their role in relation to other routes to problem solving. To stimulate further inquiry into these fundamental issues, they also provide a comprehensive bibliography.


Social Knowledge in the Making

Social Knowledge in the Making

Author: Charles Camic

Publisher: University of Chicago Press

Published: 2012-07-24

Total Pages: 464

ISBN-13: 0226092100

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Over the past quarter century, researchers have successfully explored the inner workings of the physical and biological sciences using a variety of social and historical lenses. Inspired by these advances, the contributors to Social Knowledge in the Making turn their attention to the social sciences, broadly construed. The result is the first comprehensive effort to study and understand the day-to-day activities involved in the creation of social-scientific and related forms of knowledge about the social world. The essays collected here tackle a range of previously unexplored questions about the practices involved in the production, assessment, and use of diverse forms of social knowledge. A stellar cast of multidisciplinary scholars addresses topics such as the changing practices of historical research, anthropological data collection, library usage, peer review, and institutional review boards. Turning to the world beyond the academy, other essays focus on global banks, survey research organizations, and national security and economic policy makers. Social Knowledge in the Making is a landmark volume for a new field of inquiry, and the bold new research agenda it proposes will be welcomed in the social science, the humanities, and a broad range of nonacademic settings.


Decision Making in Social Sciences

Decision Making in Social Sciences

Author: Daniel Flaut

Publisher:

Published: 2020

Total Pages:

ISBN-13: 9783030306601

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This book explores several branches of the social sciences and their perspectives regarding their relations with decision-making processes: computer science, education, linguistics, sociology, and management. The decision-making process in social contexts is based on the analysis of sound alternatives using evaluative criteria. Therefore, this process is one that can be rational or irrational, and can be based on knowledge and/or beliefs. A decision-making process always produces a final decision, which may or may not imply prompt action, and increases the chances of choosing the best possible alternative. The book is divided into four main parts. The concepts covered in the first part, on computer science, explore how the rise of algorithms and the growth in computing power over the years can influence decision-making processes. In the second part, some traditional and innovative ideas and methods used in education are presented: compulsory schooling, inclusive schools, higher education, etc. In turn, the third part focuses on linguistics aspects, and examines how progress is manifested in language. The fourth part, on sociology, explores how society can be influenced by social norms, human interactions, culture, and religion. Management, regarded as a science of the decision-making process, is explored in the last part of this book. Selected organizations strategies, objectives and resources are presented, e.g., human resources, financial resources, and technological resources. The book gathers and presents, in a concise format, a broad range of aspects regarding the decision-making process in social contexts, making it a valuable and unique resource for the scientific community.


Knowledge Mobilisation and Social Sciences

Knowledge Mobilisation and Social Sciences

Author: Jon Bannister

Publisher: Routledge

Published: 2016-03-17

Total Pages: 313

ISBN-13: 131761531X

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The essays presented in this volume examine knowledge mobilisation and its relation to research impact and engagement. The social sciences matter because they can help us to understand and address the complex challenges confronting society. This is particularly true in an era of significant downward pressure on public expenditure, a consequence of the global fiscal crisis, when there is a striking need to ensure that policies are demonstrably effective and efficient. The impact agenda in the UK, reflected in parallel global debates, actively encourages the social sciences to make and demonstrate a difference; to justify and protect social science funding. This volume shows how knowledge mobilisation can be thought of systematically as a process, encompassing engagement, leading to the co-production and channelling of knowledge to make a difference in the economy and society. This book was originally published as a special issue of Contemporary Social Science.