The Data Book - Meredith Zozus

The Data Book

Collection and Management of Research Data

(Autor)

Buch | Softcover
336 Seiten
2020
Chapman & Hall/CRC (Verlag)
978-0-367-73608-8 (ISBN)
57,35 inkl. MwSt
This book fills a gap by covering the principles of data and information essential for every researcher. These topics are firmly planted in existing graduate curricula, and covered in the research methods courses required of most master’s level programs, yet a comprehensive and authoritative text did not exist until now.
The Data Book: Collection and Management of Research Data is the first practical book written for researchers and research team members covering how to collect and manage data for research. The book covers basic types of data and fundamentals of how data grow, move and change over time. Focusing on pre-publication data collection and handling, the text illustrates use of these key concepts to match data collection and management methods to a particular study, in essence, making good decisions about data.



The first section of the book defines data, introduces fundamental types of data that bear on methodology to collect and manage them, and covers data management planning and research reproducibility. The second section covers basic principles of and options for data collection and processing emphasizing error resistance and traceability. The third section focuses on managing the data collection and processing stages of research such that quality is consistent and ultimately capable of supporting conclusions drawn from data. The final section of the book covers principles of data security, sharing, and archival. This book will help graduate students and researchers systematically identify and implement appropriate data collection and handling methods.

Meredith Zozus is an Associate Professor in the Department of Biomedical Informatics at the University of Arkansas for Medical Sciences. She has spent more than two decades managing data for research and studying methodology for doing so. She has worked in data management for life sciences, engineering, and biomedical research. She received her undergraduate and master’s degrees in Nuclear Engineering at North Carolina State University, led data management operations at the Duke Clinical Research Institute, and later Clinical Research Informatics at the Duke Translational Medicine Institute. Dr. Zozus received her PhD in Health Informatics at the University of Texas at Houston School of Biomedical Informatics.

Collecting and Managing Research Data




Defining Data and Information




Deciding, Defining, and Documenting Data to be Collected




Data Management Planning




Fundamental Dynamic Aspects of Data




Data Observation and Recording




Good Data Recording Practices Applicable to Man and Machine




Getting Data Into Electronic Format




Data Structures




Data Processing




Designing and Documenting Data Flow and Workflow




Selecting Software for Collecting and Managing Data




The Data Management Quality System




Calculating Time and Cost for Data Collection and Processing




Research Data Security




Data Ownership, Stewardship, and Sharing




Data Archival




Glossary

Erscheinungsdatum
Reihe/Serie Chapman & Hall/CRC Interdisciplinary Statistics
Sprache englisch
Maße 156 x 234 mm
Gewicht 544 g
Themenwelt Geisteswissenschaften Psychologie Allgemeine Psychologie
Informatik Datenbanken Data Warehouse / Data Mining
Mathematik / Informatik Informatik Theorie / Studium
Mathematik / Informatik Mathematik
ISBN-10 0-367-73608-X / 036773608X
ISBN-13 978-0-367-73608-8 / 9780367736088
Zustand Neuware
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