The Data Book: Collection and Management of Research Data
暫譯: 數據手冊:研究數據的收集與管理
Zozus, Meredith
- 出版商: CRC
- 出版日期: 2020-12-18
- 售價: $2,390
- 貴賓價: 9.5 折 $2,271
- 語言: 英文
- 頁數: 354
- 裝訂: Quality Paper - also called trade paper
- ISBN: 036773608X
- ISBN-13: 9780367736088
海外代購書籍(需單獨結帳)
商品描述
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.
商品描述(中文翻譯)
《數據手冊:研究數據的收集與管理》是第一本針對研究人員和研究團隊成員撰寫的實用書籍,涵蓋了如何收集和管理研究數據。該書介紹了基本的數據類型以及數據隨時間增長、移動和變化的基本原則。專注於出版前的數據收集和處理,文本說明了如何運用這些關鍵概念,將數據收集和管理方法與特定研究相匹配,實質上是做出良好的數據決策。
本書的第一部分定義了數據,介紹了與收集和管理數據的方法論相關的基本數據類型,並涵蓋了數據管理計劃和研究可重複性。第二部分涵蓋了數據收集和處理的基本原則和選項,強調抗錯誤性和可追溯性。第三部分專注於管理研究的數據收集和處理階段,以確保質量的一致性,最終能夠支持從數據中得出的結論。書的最後一部分涵蓋了數據安全、共享和存檔的原則。本書將幫助研究生和研究人員系統地識別和實施適當的數據收集和處理方法。
作者簡介
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.
作者簡介(中文翻譯)
梅瑞迪斯·佐祖斯是阿肯色州醫學科學大學生物醫學資訊系的副教授。她在研究數據管理方面擁有超過二十年的經驗,並研究相關的方法論。她曾在生命科學、工程和生物醫學研究的數據管理領域工作。她在北卡羅來納州立大學獲得核工程的學士和碩士學位,曾在杜克臨床研究所負責數據管理運營,之後在杜克轉化醫學研究所擔任臨床研究資訊學的職位。佐祖斯博士在德克薩斯州休斯頓大學生物醫學資訊學院獲得健康資訊學的博士學位。