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Journal of Chinese Integrative Medicine ›› 2012, Vol. 10 ›› Issue (8): 841-846.doi: 10.3736/jcim20120802

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Discussion on developing a data management plan and its key factors in clinical study based on electronic data capture system

Qing-na Li1, Xiu-ling Huang2, Rui Gao1, Fang Lu1()   

  1. 1. GCP Center, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing 100091, China
    2. Department of Traditional Chinese Medicine, Tancheng First People’s Hospital, Linyi 276100, Shandong Province, China;
  • Received:2012-02-16 Accepted:2012-04-08 Online:2012-08-20 Published:2018-08-15
  • Contact: Lu Fang E-mail:deerfang@126.com

Data management has significant impact on the quality control of clinical studies. Every clinical study should have a data management plan to provide overall work instructions and ensure that all of these tasks are completed according to the Good Clinical Data Management Practice (GCDMP). Meanwhile, the data management plan (DMP) is an auditable document requested by regulatory inspectors and must be written in a manner that is realistic and of high quality. The significance of DMP, the minimum standards and the best practices provided by GCDMP, the main contents of DMP based on electronic data capture (EDC) and some key factors of DMP influencing the quality of clinical study were elaborated in this paper. Specifically, DMP generally consists of 15 parts, namely, the approval page, the protocol summary, role and training, timelines, database design, creation, maintenance and security, data entry, data validation, quality control and quality assurance, the management of external data, serious adverse event data reconciliation, coding, database lock, data management reports, the communication plan and the abbreviated terms. Among them, the following three parts are regarded as the key factors: designing a standardized database of the clinical study, entering data in time and cleansing data efficiently. In the last part of this article, the authors also analyzed the problems in clinical research of traditional Chinese medicine using the EDC system and put forward some suggestions for improvement.

Key words: clinical trial, data management plan, case management, electronic data capture, management information systems, standard operational procedures

Table 1

Time schedule of data management"

Stage Item
Preparation Data management plan development
Data validation plan development
Database design and user acceptance testing
Programming (referring to data validation
plan) and user acceptance testing
Implementation Data entry
Source data validation
Check and review
Serious adverse event reconciliation
Medical coding completed and approved
Completion Database lock
Data export
Data management report completed and
approved
Documentation archiving
[1] Sun YL, He J, Cao Y . Development of clinical data management system: current status home and abroad[J]. Di Er Jun Yi Da Xue Xue Bao, 2006,27(7):721-725
孙亚林, 贺佳, 曹阳 . 国内外临床数据管理系统发展现状[J]. 第二军医大学学报, 2006,27(7):721-725
[2] Society for Clinical Data Management, Inc. Good clinical data management practices. Version 4.0. (2011-04)[2012-02-14]. . Good clinical data management practices. Version 4.0. (2011-04)[2012-02-14]. .
[3] Yan CC. Data management in clinical research. Beijing: Science Press. 2011. Chinese.
颜崇超 . 医药临床研究中的数据管理. 北京: 科学出版社. 2011.
[4] International Conference on Harmonization . Guideline for Industry E6 Good Clinical Practice: Consolidated Guideline. (1996-04)[2009-07-22]. .
[5] Yu YP, Zhu SN, Yan XY, Yao C . A study of sources and types of queries in drug clinical trials[J]. Zhongguo Xin Yao Za Zhi, 2011,20(11):1004-1011
于永沛, 朱赛楠, 阎小妍, 姚晨 . 新药临床试验数据管理常见疑问类型分析[J]. 中国新药杂志, 2011,20(11):1004-1011
[6] Pu QY, Xiong NN, Zou JD, Jiang M, Liu F, Wang XQ, Gao WM . Electronic data capture:achieving the promise of more efficient and higher quality clinical trials[J]. Zhongguo Lin Chuang Yao Li Xue Yu Zhi Liao Xue, 2007,12(4):455-459
卜擎燕, 熊宁宁, 邹建东, 蒋萌, 刘芳, 汪秀琴, 高维敏 . 电子数据获取: 实现更加优质与高效的临床研究[J]. 中国临床药理学与治疗学, 2007,12(4):455-459
[7] He LY, Liu BY, Liang ZW, Wen TC . Data administration and quality evaluation in clinical research[J]. Zhongguo Xin Yao Yu Lin Chuang Za Zhi, 2005,24(11):916-919
何丽云, 刘保延, 梁志伟, 文天才 . 临床研究中数据管理及其质量评价[J]. 中国新药与临床杂志, 2005,24(11):916-919
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