Managing Your Research Data And Documentation
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Managing Your Research Data And Documentation
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Author : Kathy R. Berenson
language : en
Publisher: Concise Guides to Conducting B
Release Date : 2018
Managing Your Research Data And Documentation written by Kathy R. Berenson and has been published by Concise Guides to Conducting B this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Psychology categories.
Choice Reviews Outstanding Academic Title In the behavioral sciences today, there is increasing emphasis on transparency, and the need for research studies to be made replicable. This book presents a straightforward approach to managing and documenting one's data so that other researchers can repeat the study. While data management may seem intimidating to new researchers, this book shows how easy it can (and should!) be. The first chapter presents a basic structure of folders and subfolders for organizing data files, and then each subsequent chapter delves into details for a specific folder. Step by step, readers learn to label and archive different kinds of project documents and data files, including original, processed, and working data. Readers also learn to write command codes showing exactly how the original data are analyzed. Examples illustrate how to document the most common types of research (an online survey, a paper questionnaire, and a multiple-trial experiment). Since major research funders now require recipients to meet strict standards for data handling, this book will foster a vital career skill for students and promote transparency and replicability of research.
Data Management For Researchers
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Author : Kristin Briney
language : en
Publisher: Pelagic Publishing Ltd
Release Date : 2015-09-01
Data Management For Researchers written by Kristin Briney and has been published by Pelagic Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-01 with Computers categories.
A comprehensive guide to everything scientists need to know about data management, this book is essential for researchers who need to learn how to organize, document and take care of their own data. Researchers in all disciplines are faced with the challenge of managing the growing amounts of digital data that are the foundation of their research. Kristin Briney offers practical advice and clearly explains policies and principles, in an accessible and in-depth text that will allow researchers to understand and achieve the goal of better research data management. Data Management for Researchers includes sections on: * The data problem – an introduction to the growing importance and challenges of using digital data in research. Covers both the inherent problems with managing digital information, as well as how the research landscape is changing to give more value to research datasets and code. * The data lifecycle – a framework for data’s place within the research process and how data’s role is changing. Greater emphasis on data sharing and data reuse will not only change the way we conduct research but also how we manage research data. * Planning for data management – covers the many aspects of data management and how to put them together in a data management plan. This section also includes sample data management plans. * Documenting your data – an often overlooked part of the data management process, but one that is critical to good management; data without documentation are frequently unusable. * Organizing your data – explains how to keep your data in order using organizational systems and file naming conventions. This section also covers using a database to organize and analyze content. * Improving data analysis – covers managing information through the analysis process. This section starts by comparing the management of raw and analyzed data and then describes ways to make analysis easier, such as spreadsheet best practices. It also examines practices for research code, including version control systems. * Managing secure and private data – many researchers are dealing with data that require extra security. This section outlines what data falls into this category and some of the policies that apply, before addressing the best practices for keeping data secure. * Short-term storage – deals with the practical matters of storage and backup and covers the many options available. This section also goes through the best practices to insure that data are not lost. * Preserving and archiving your data – digital data can have a long life if properly cared for. This section covers managing data in the long term including choosing good file formats and media, as well as determining who will manage the data after the end of the project. * Sharing/publishing your data – addresses how to make data sharing across research groups easier, as well as how and why to publicly share data. This section covers intellectual property and licenses for datasets, before ending with the altmetrics that measure the impact of publicly shared data. * Reusing data – as more data are shared, it becomes possible to use outside data in your research. This chapter discusses strategies for finding datasets and lays out how to cite data once you have found it. This book is designed for active scientific researchers but it is useful for anyone who wants to get more from their data: academics, educators, professionals or anyone who teaches data management, sharing and preservation. "An excellent practical treatise on the art and practice of data management, this book is essential to any researcher, regardless of subject or discipline." —Robert Buntrock, Chemical Information Bulletin
Designing And Managing Your Research Project
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Author : David Thomas
language : en
Publisher: SAGE
Release Date : 2010-09-21
Designing And Managing Your Research Project written by David Thomas and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-21 with Social Science categories.
Written for advanced undergraduate students, postgraduate students planning theses and dissertations and other early career researchers, Designing and Managing Your Research Project helps you successfully plan and complete your research project by showing the key skills that you will need. The book covers: " choosing research methods " developing research objectives " writing proposals " literature reviews " getting ethics approval " seeking funding " managing a project " software skills " working with colleagues and supervisors " communicating research findings " writing reports, theses and journal articles " careers in research. Designing and Managing Your Research Project includes lots of examples, case studies and practical exercises to help you learn the research skills you will need and also to help you complete crucial project tasks. A key feature is its user-friendly guidance on planning projects and accessing information from the Internet.
Managing And Sharing Research Data
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Author : Louise Corti
language : en
Publisher: SAGE
Release Date : 2019-10-07
Managing And Sharing Research Data written by Louise Corti and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-07 with Social Science categories.
Written by experts at the UK Data Archive, with over thirty years of experience in working with and teaching people to work with data, this book is the globally-reaching guide for any postgraduate student or researcher looking to build their data management skills. Focused on both primary and secondary data and packed with checklists and templates, it contains everything readers need to know for managing all types data before, during, and after the research process. Building on foundational data management techniques, it offers practical advice and insight into the unique skills needed to work with newer forms of data, like social media and big data. It also demonstrates how to: - Identify quality data that is credible, ethically-sound, and available for use - Choose and collect data suitable for particular research questions and project scopes - Work with personal, communal, administrative, and other sensitive and public data - Make the most of metadata - Visualise and share data using innovative platforms like blogs, infographics, and podcasts.
Organizing And Managing Your Research
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Author : Renata Phelps
language : en
Publisher: SAGE
Release Date : 2007-02-08
Organizing And Managing Your Research written by Renata Phelps and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-02-08 with Social Science categories.
`As research guides go, this is probably the best, most readable and encouraging books for nurses that I have come across....I recommend this volume to students and researchers at all levels, and at all stages of their professional careers. It is an excellent read′ - Nursing Standard ′[This book] is an ideal reader for someone who is thinking about starting a research project with no or limited previous experience. This is because it outlines the whole research process from start to finish. It also provides useful tips for those who are more experienced′ - Nurse Researcher Organizing and Managing Your Research: A Practical Guide for Postgraduates deals with the practical, day-to-day aspects of managing and organizing research. Its focus is on strategies, skills, and systems that increase the efficiency and effectiveness of research practice across all research disciplines. Written in an accessible, non-technical style that speaks directly to the reader in a personal and collegial voice, this text gives practical advice and offers many tips and strategies gleaned from experienced researchers. The written text is accompanied by a website that provides downloadable templates and live links to appropriate sites. Key Features include: - Tips boxes to outline useful strategies and shortcuts based on day-to-day practice of experienced researchers. - Feature examples illustrate the practical application of some of the concepts covered - `Want to know more about ...?′ boxes offer pointers to further sources of information - `Over to you′ questions at the end of each chapter prompt the student to reflect on how the strategies and concepts can be applied to their own research project
Research Methods In Information
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Author : Alison Jane Pickard
language : en
Publisher: Facet Publishing
Release Date : 2013-01-23
Research Methods In Information written by Alison Jane Pickard and has been published by Facet Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-01-23 with Education categories.
The long-awaited 2nd edition of this best-selling research methods handbook is fully updated and includes brand new coverage of online research methods and techniques, mixed methodology and qualitative analysis. This edition includes two new contributed chapters: Professor Julie McLeod, Sue Childs and Elizabeth Lomas focus on research data management, applying evidence from the recent JISC funded DATUM project; Dr Andrew Shenton examines strategies for analysing existing documents. The first to focus entirely on the needs of the information and communications community, this handbook guides the would-be researcher through the variety of possibilities open to them under the heading research and provides students with the confidence to embark on their dissertations. The focus here is on the doing and although the philosophy and theory of research is explored to provide context, this is essentially a practical exploration of the whole research process with each chapter fully supported by examples and exercises tried and tested over a whole teaching career. Readership: Students of information and communications studies and archives and records management, and practitioners beginning a piece of research.
Data Management In Large Scale Education Research
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Author : Crystal Lewis
language : en
Publisher: CRC Press
Release Date : 2024-07-09
Data Management In Large Scale Education Research written by Crystal Lewis and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-09 with Mathematics categories.
Research data management is becoming more complicated. Researchers are collecting more data, using more complex technologies, all the while increasing the visibility of our work with the push for data sharing and open science practices. Ad hoc data management practices may have worked for us in the past, but now others need to understand our processes as well, requiring researchers to be more thoughtful in planning their data management routines. This book is for anyone involved in a research study involving original data collection. While the book focuses on quantitative data, typically collected from human participants, many of the practices covered can apply to other types of data as well. The book contains foundational context, instructions, and practical examples to help researchers in the field of education begin to understand how to create data management workflows for large-scale, typically federally funded, research studies. The book starts by describing the research life cycle and how data management fits within this larger picture. The remaining chapters are then organized by each phase of the life cycle, with examples of best practices provided for each phase. Finally, considerations on whether the reader should implement, and how to integrate those practices into a workflow, are discussed. Key Features: Provides a holistic approach to the research life cycle, showing how project management and data management processes work in parallel and collaboratively Can be read in its entirety, or referenced as needed throughout the life cycle Includes relatable examples specific to education research Includes a discussion on how to organize and document data in preparation for data sharing requirements Contains links to example documents as well as templates to help readers implement practices
Managing Research Data
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Author : Graham Pryor
language : en
Publisher: Facet Publishing
Release Date : 2012-01-20
Managing Research Data written by Graham Pryor and has been published by Facet Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-01-20 with Language Arts & Disciplines categories.
This title defines what is required to achieve a culture of effective data management offering advice on the skills required, legal and contractual obligations, strategies and management plans and the data management infrastructure of specialists and services. Data management has become an essential requirement for information professionals over the last decade, particularly for those supporting the higher education research community, as more and more digital information is created and stored. As budgets shrink and funders of research demand evidence of value for money and demonstrable benefits for society, there is increasing pressure to provide plans for the sustainable management of data. Ensuring that important data remains discoverable, accessible and intelligible and is shared as part of a larger web of knowledge will mean that research has a life beyond its initial purpose and can offer real utility to the wider community. This edited collection, bringing together leading figures in the field from the UK and around the world, provides an introduction to all the key data issues facing the HE and information management communities. Each chapter covers a critical element of data management: • Why manage research data? • The lifecycle of data management • Research data policies: principles, requirements and trends • Sustainable research data • Data management plans and planning • Roles and responsibilities – libraries, librarians and data • Research data management: opportunities and challenges for HEIs • The national data centres • Contrasting national research data strategies: Australia and the USA • Emerging infrastructure and services for research data management and curation in the UK and Europe Readership: This is essential reading for librarians and information professionals working in the higher education sector, the research community, policy makers and university managers. It will also be a useful introduction for students taking courses in information management, archivists and national library services.
Statistical Analysis Demystified
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Author : Barrett Williams
language : en
Publisher: Barrett Williams
Release Date : 2025-01-15
Statistical Analysis Demystified written by Barrett Williams and has been published by Barrett Williams this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-15 with Mathematics categories.
Unlock the power of data with "Statistical Analysis Demystified," your essential guide to mastering the art and science of statistics in an accessible and practical way. Perfectly crafted for students, professionals, or anyone eager to delve into the world of statistical analysis, this eBook presents complex concepts with clarity and simplicity. Begin your journey with an engaging introduction, where you’ll discover the pivotal role of statistics in modern life. You'll gain a solid foundation in both descriptive and inferential statistics, setting the stage for deeper exploration. Whether you’re handling data from social sciences or the intricacies of biological research, this book provides the guidance you need. Dive into the core principles of descriptive statistics, unraveling the mysteries of mean, median, and mode, while mastering measures of dispersion and data visualization techniques. Enhance your analytical skills with a thorough exploration of probability, including user-friendly explanations of probability distributions and Bayes' Theorem. Biostatistics enthusiasts will find tailored content exploring data collection, descriptive techniques, and practical applications in health studies. Transition smoothly into inferential statistics with clear insights into sampling methods, hypothesis testing, and confidence intervals—vital tools for making predictions based on your data. Advance your skills in regression analysis, ANOVA, and survival analysis, all tailored for applications in biostatistics. Tackle complex challenges like handling missing data with robust strategies, and navigate the ethical landscape of statistical methods with confidence and integrity. "Statistical Analysis Demystified" doesn't stop at theory. It guides you through real-world biostatistical challenges and emerging trends, setting you up as a future-ready statistical analyst. With additional resources and further reading suggestions, this book ensures your learning journey extends beyond its pages. Elevate your analytical expertise today and become a competent statistical analyst ready to tackle any data-driven challenge.
Data Management For Social Scientists
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Author : Nils B. Weidmann
language : en
Publisher: Cambridge University Press
Release Date : 2023-03-09
Data Management For Social Scientists written by Nils B. Weidmann and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-09 with Social Science categories.
The 'data revolution' offers many new opportunities for research in the social sciences. Increasingly, social and political interactions can be recorded digitally, leading to vast amounts of new data available for research. This poses new challenges for organizing and processing research data. This comprehensive introduction covers the entire range of data management techniques, from flat files to database management systems. It demonstrates how established techniques and technologies from computer science can be applied in social science projects, drawing on a wide range of different applied examples. This book covers simple tools such as spreadsheets and file-based data storage and processing, as well as more powerful data management software like relational databases. It goes on to address advanced topics such as spatial data, text as data, and network data. This book is one of the first to discuss questions of practical data management specifically for social science projects. This title is also available as Open Access on Cambridge Core.