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Data Protection And Social Science Research
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Book Synopsis Dependent Data in Social Sciences Research by : Mark Stemmler
Download or read book Dependent Data in Social Sciences Research written by Mark Stemmler and published by Springer. This book was released on 2015-10-19 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents contributions on handling data in which the postulate of independence in the data matrix is violated. When this postulate is violated and when the methods assuming independence are still applied, the estimated parameters are likely to be biased, and statistical decisions are very likely to be incorrect. Problems associated with dependence in data have been known for a long time, and led to the development of tailored methods for the analysis of dependent data in various areas of statistical analysis. These methods include, for example, methods for the analysis of longitudinal data, corrections for dependency, and corrections for degrees of freedom. This volume contains the following five sections: growth curve modeling, directional dependence, dyadic data modeling, item response modeling (IRT), and other methods for the analysis of dependent data (e.g., approaches for modeling cross-section dependence, multidimensional scaling techniques, and mixed models). Researchers and graduate students in the social and behavioral sciences, education, econometrics, and medicine will find this up-to-date overview of modern statistical approaches for dealing with problems related to dependent data particularly useful.
Book Synopsis Data Protection and Social Science Research by : Ekkehard Mochmann
Download or read book Data Protection and Social Science Research written by Ekkehard Mochmann and published by Ardent Media. This book was released on 1979 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Maximizing Social Science Research Through Publicly Accessible Data Sets by : Perry, S. Marshall
Download or read book Maximizing Social Science Research Through Publicly Accessible Data Sets written by Perry, S. Marshall and published by IGI Global. This book was released on 2017-10-31 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: Making research in all fields of study readily available is imperative in order to circulate new information and upcoming trends. This is possible through the efficient utilization of collections of information. Maximizing Social Science Research Through Publicly Accessible Data Sets is an essential reference source for the latest academic perspectives on a wide range of methodologies and large data sets with the purpose of enhancing research in the areas of human society and social relationships. Featuring coverage on a broad range of topics such as student achievement, teacher efficacy, and instructional leadership, this book is ideally designed for academicians, researchers, and practitioners seeking material on the availability and distribution methods of research content.
Book Synopsis Data Science and Social Research by : N. Carlo Lauro
Download or read book Data Science and Social Research written by N. Carlo Lauro and published by Springer. This book was released on 2017-11-17 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume lays the groundwork for Social Data Science, addressing epistemological issues, methods, technologies, software and applications of data science in the social sciences. It presents data science techniques for the collection, analysis and use of both online and offline new (big) data in social research and related applications. Among others, the individual contributions cover topics like social media, learning analytics, clustering, statistical literacy, recurrence analysis and network analysis. Data science is a multidisciplinary approach based mainly on the methods of statistics and computer science, and its aim is to develop appropriate methodologies for forecasting and decision-making in response to an increasingly complex reality often characterized by large amounts of data (big data) of various types (numeric, ordinal and nominal variables, symbolic data, texts, images, data streams, multi-way data, social networks etc.) and from diverse sources. This book presents selected papers from the international conference on Data Science & Social Research, held in Naples, Italy in February 2016, and will appeal to researchers in the social sciences working in academia as well as in statistical institutes and offices.
Book Synopsis Big Data and Social Science by : Ian Foster
Download or read book Big Data and Social Science written by Ian Foster and published by CRC Press. This book was released on 2016-08-10 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: Both Traditional Students and Working Professionals Acquire the Skills to Analyze Social Problems. Big Data and Social Science: A Practical Guide to Methods and Tools shows how to apply data science to real-world problems in both research and the practice. The book provides practical guidance on combining methods and tools from computer science, statistics, and social science. This concrete approach is illustrated throughout using an important national problem, the quantitative study of innovation. The text draws on the expertise of prominent leaders in statistics, the social sciences, data science, and computer science to teach students how to use modern social science research principles as well as the best analytical and computational tools. It uses a real-world challenge to introduce how these tools are used to identify and capture appropriate data, apply data science models and tools to that data, and recognize and respond to data errors and limitations. For more information, including sample chapters and news, please visit the author's website.
Book Synopsis Data Science and Social Research II by : Paolo Mariani
Download or read book Data Science and Social Research II written by Paolo Mariani and published by Springer Nature. This book was released on 2020-11-25 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: The peer-reviewed contributions gathered in this book address methods, software and applications of statistics and data science in the social sciences. The data revolution in social science research has not only produced new business models, but has also provided policymakers with better decision-making support tools. In this volume, statisticians, computer scientists and experts on social research discuss the opportunities and challenges of the social data revolution in order to pave the way for addressing new research problems. The respective contributions focus on complex social systems and current methodological advances in extracting social knowledge from large data sets, as well as modern social research on human behavior and society using large data sets. Moreover, they analyze integrated systems designed to take advantage of new social data sources, and discuss quality-related issues. The papers were originally presented at the 2nd International Conference on Data Science and Social Research, held in Milan, Italy, on February 4-5, 2019.
Book Synopsis Data Analysis for Social Science by : Elena Llaudet
Download or read book Data Analysis for Social Science written by Elena Llaudet and published by Princeton University Press. This book was released on 2022-11-29 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Data analysis has become a necessary skill across the social sciences, and recent advancements in computing power have made knowledge of programming an essential component. Yet most data science books are intimidating and overwhelming to a non-specialist audience, including most undergraduates. This book will be a shorter, more focused and accessible version of Kosuke Imai's Quantitative Social Science book, which was published by Princeton in 2018 and has been adopted widely in graduate level courses of the same title. This book uses the same innovative approach as Quantitative Social Science , using real data and 'R' to answer a wide range of social science questions. It assumes no prior knowledge of statistics or coding. It starts with straightforward, simple data analysis and culminates with multivariate linear regression models, focusing more on the intuition of how the math works rather than the math itself. The book makes extensive use of data visualizations, diagrams, pictures, cartoons, etc., to help students understand and recall complex concepts, provides an easy to follow, step-by-step template of how to conduct data analysis from beginning to end, and will be accompanied by supplemental materials in the appendix and online for both students and instructors"--
Book Synopsis Safer Field Research in the Social Sciences by : Jannis Grimm
Download or read book Safer Field Research in the Social Sciences written by Jannis Grimm and published by SAGE. This book was released on 2020-03-30 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: From research preparations to post-research debriefing, this book covers every stage of the social research process, outlining how to undertake fieldwork as safely as possible.
Book Synopsis Data Protection and Data Access by : Ekkehard Mochmann
Download or read book Data Protection and Data Access written by Ekkehard Mochmann and published by Elsevier Science & Technology. This book was released on 1990 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Paperback. This publication deals with data protection and data access in the social sciences. The first part consists of reports from ten countries, covering country-specific legislation, and discussing problems and solutions concerning data access for research purposes. Subjects considered include practical examples of new methods to give access to machine readable data files, and the implications of privacy legislation and data protection for social science research. The second part consists of an international bibliography on the subject.The reports and bibliography form an update to the subject of data protection and data access for research at a time that overall computerization of personal information has become a reality and many countries have revised their legislation on privacy and data access.
Book Synopsis Big Data and Social Science by : Ian Foster
Download or read book Big Data and Social Science written by Ian Foster and published by CRC Press. This book was released on 2020-11-17 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data and Social Science: Data Science Methods and Tools for Research and Practice, Second Edition shows how to apply data science to real-world problems, covering all stages of a data-intensive social science or policy project. Prominent leaders in the social sciences, statistics, and computer science as well as the field of data science provide a unique perspective on how to apply modern social science research principles and current analytical and computational tools. The text teaches you how to identify and collect appropriate data, apply data science methods and tools to the data, and recognize and respond to data errors, biases, and limitations. Features: Takes an accessible, hands-on approach to handling new types of data in the social sciences Presents the key data science tools in a non-intimidating way to both social and data scientists while keeping the focus on research questions and purposes Illustrates social science and data science principles through real-world problems Links computer science concepts to practical social science research Promotes good scientific practice Provides freely available workbooks with data, code, and practical programming exercises, through Binder and GitHub New to the Second Edition: Increased use of examples from different areas of social sciences New chapter on dealing with Bias and Fairness in Machine Learning models Expanded chapters focusing on Machine Learning and Text Analysis Revamped hands-on Jupyter notebooks to reinforce concepts covered in each chapter This classroom-tested book fills a major gap in graduate- and professional-level data science and social science education. It can be used to train a new generation of social data scientists to tackle real-world problems and improve the skills and competencies of applied social scientists and public policy practitioners. It empowers you to use the massive and rapidly growing amounts of available data to interpret economic and social activities in a scientific and rigorous manner.
Book Synopsis Time Use Research in the Social Sciences by : Wendy E. Pentland
Download or read book Time Use Research in the Social Sciences written by Wendy E. Pentland and published by Springer Science & Business Media. This book was released on 1999-05-31 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection demonstrates the use and variety of applications of time use methodology from multidisciplinary, multinational, and multicultural perspectives. A distinguished roster of contributors from such fields as psychology, occupational therapy, sociology, economics, and architecture examines the complex relationship between human time utilization and health and well-being and evaluates the future of time use analysis as a research tool in the social sciences.
Book Synopsis The SAGE Encyclopedia of Social Science Research Methods by : Michael Lewis-Beck
Download or read book The SAGE Encyclopedia of Social Science Research Methods written by Michael Lewis-Beck and published by SAGE. This book was released on 2004 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: Featuring over 900 entries, this resource covers all disciplines within the social sciences with both concise definitions & in-depth essays.
Author :National Academies of Sciences, Engineering, and Medicine Publisher :National Academies Press ISBN 13 :030945428X Total Pages :151 pages Book Rating :4.3/5 (94 download)
Book Synopsis Innovations in Federal Statistics by : National Academies of Sciences, Engineering, and Medicine
Download or read book Innovations in Federal Statistics written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-04-21 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: Federal government statistics provide critical information to the country and serve a key role in a democracy. For decades, sample surveys with instruments carefully designed for particular data needs have been one of the primary methods for collecting data for federal statistics. However, the costs of conducting such surveys have been increasing while response rates have been declining, and many surveys are not able to fulfill growing demands for more timely information and for more detailed information at state and local levels. Innovations in Federal Statistics examines the opportunities and risks of using government administrative and private sector data sources to foster a paradigm shift in federal statistical programs that would combine diverse data sources in a secure manner to enhance federal statistics. This first publication of a two-part series discusses the challenges faced by the federal statistical system and the foundational elements needed for a new paradigm.
Book Synopsis Copyright and E-learning by : Jane Secker
Download or read book Copyright and E-learning written by Jane Secker and published by Facet Publishing. This book was released on 2016-06-30 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: Jane Secker and Chris Morrison have completely revised and updated this highly successful text to take into account recent developments in the field and changes to the law in the UK and elsewhere in the world. Through its practically based overview of current and emerging copyright issues facing those working in e-learning, this book will help equip professionals with the tools, skills and understanding they need to work confidently and effectively in the virtual learning environment with the knowledge that they are doing so legally. New and developing services, software and other technologies are being adapted for online learning environments to engage students and academic staff. These technologies present increasing challenges to IPR and legal issues and this book will help librarians and educators to meet them. Key topics addressed include: • digitizing published content for delivery in the VLE • using digital media in e-learning • copyright issues and ‘born’ digital resources • the copyright issues associated with using social media • copyright training for staff • who owns the rights in works that are the product of collaboration? • what do you do if you can’t find the rights holders? Readership: This book is essential reading for anyone working in education including learning support staff and teachers using e-learning, learning technologists, librarians, educational developers, instructional designers, IT staff and trainers. It is also relevant for anyone working in the education sector from school level to higher education, and those developing learning resources in commercial organizations and the public sector including libraries, museums and archives, and government departments.
Book Synopsis Ethics in Social Science Research in Indonesia by : Mayling Oey-Gardiner
Download or read book Ethics in Social Science Research in Indonesia written by Mayling Oey-Gardiner and published by Springer Nature. This book was released on 2023-07-09 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook presents ethical guidelines for conducting research in the social sciences, focused on Indonesia. As a country with a fast-growing research environment, the real-life cases of ethical issues that arise in Indonesia can teach both aspiring and established researchers how to approach the complexity of research ethics and dilemmas. With technological advancement affecting how research is conducted, the necessary ethical guidelines for research are also evolving. The instantaneous nature of information movement has made confidentiality in research data more critical than before, and any negligence in protecting research participants has an unprecedented scope of damage. The methods book synthesises hundreds of worldwide ethical guidelines and past issues that social science researchers will find highly relevant. Arranged chronologically to represent each research stage—from research preparation to post-research—the book prepares researchers to mitigate ethical crises. Relevant to all social scientists, both emerging and established, conducting research in Indonesia, this co-published textbook between Springer and OBOR is also relevant to researchers beyond the archipelago. It is also an indispensable teaching resource for lecturers in research methods and ethics across social science disciplines.
Book Synopsis Transparent and Reproducible Social Science Research by : Garret Christensen
Download or read book Transparent and Reproducible Social Science Research written by Garret Christensen and published by University of California Press. This book was released on 2019-07-23 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recently, social science has had numerous episodes of influential research that was found invalid when placed under rigorous scrutiny. The growing sense that many published results are potentially erroneous has made those conducting social science research more determined to ensure the underlying research is sound. Transparent and Reproducible Social Science Research is the first book to summarize and synthesize new approaches to combat false positives and non-reproducible findings in social science research, document the underlying problems in research practices, and teach a new generation of students and scholars how to overcome them. Understanding that social science research has real consequences for individuals when used by professionals in public policy, health, law enforcement, and other fields, the book crystallizes new insights, practices, and methods that help ensure greater research transparency, openness, and reproducibility. Readers are guided through well-known problems and are encouraged to work through new solutions and practices to improve the openness of their research. Created with both experienced and novice researchers in mind, Transparent and Reproducible Social Science Research serves as an indispensable resource for the production of high quality social science research.
Book Synopsis Social Science Research by : Anol Bhattacherjee
Download or read book Social Science Research written by Anol Bhattacherjee and published by CreateSpace. This book was released on 2012-04-01 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
