Increasing value and reducing waste in data extraction for systematic reviews: tracking data in data extraction forms

被引：0
|
作者：
Farhad Shokraneh
Clive E. Adams
机构：
[1] Cochrane Schizophrenia Group,
[2] The Institute of Mental Health,undefined
[3] A Partnership Between The University of Nottingham and Nottinghamshire Healthcare NHS Trust,undefined
[4] Research Center for Modeling in Health,undefined
[5] Institute for Futures Studies in Health,undefined
[6] Kerman University of Medical Sciences,undefined
来源：
Systematic Reviews | / 6卷
关键词：
Data extraction; Systematic reviews; Traceable data; Data location; Portable Document Format (PDF); Increasing value; Reducing waste;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Data extraction is one of the most time-consuming tasks in performing a systematic review. Extraction is often onto some sort of form. Sharing completed forms can be used to check quality and accuracy of extraction or for re-cycling data to other researchers for updating. However, validating each piece of extracted data is time-consuming and linking to source problematic.
引用
收藏
相关论文
共 50 条
  • [31] Combining Tag and Value Similarity for Data Extraction and Alignment
    Su, Weifeng
    Wang, Jiying
    Lochovsky, Frederick H.
    Liu, Yi
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2012, 24 (07) : 1186 - 1200
  • [32] PAINLESS EXTRACTION OF DATA
    WEBSTER, MF
    DATA PROCESSING, 1977, 19 (06): : 35 - 35
  • [33] Semantic Data Extraction
    Janosi-Rancz, Katalin Tuende
    Lajos, Arpad
    8TH INTERNATIONAL CONFERENCE INTERDISCIPLINARITY IN ENGINEERING, INTER-ENG 2014, 2015, 19 : 827 - 834
  • [34] Data extraction and feedback
    D'Arcy, Jacqueline
    AUSTRALIAN FAMILY PHYSICIAN, 2011, 40 (11) : 851 - 851
  • [35] DATA EXTRACTION TOOLS
    BELANGER, DG
    KINTALA, CMR
    AT&T TECHNICAL JOURNAL, 1985, 64 (09): : 2025 - 2035
  • [36] Systematic benchmarking of microarray data feature extraction and classification
    Zrang, Jing
    Jiang, Tianzi
    Liu, Bing
    Jiang, Xingpeng
    Zhao, Huizhi
    INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2008, 85 (05) : 803 - 811
  • [37] Qualitative Data in Systematic Reviews
    Ajzenstadt, Mimi
    WHAT WORKS IN CRIME PREVENTION AND REHABILITATION: LESSONS FROM SYSTEMATIC REVIEWS, 2016, : 237 - 259
  • [38] Data extraction from Web data sources
    Robinson, J
    15TH INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2004, : 282 - 288
  • [39] Evaluation of a prototype machine learning tool to semi-automate data extraction for systematic literature reviews
    Panayi, Antonia
    Ward, Katherine
    Benhadji-Schaff, Amir
    Ibanez-Lopez, A. Santiago
    Xia, Andrew
    Barzilay, Regina
    SYSTEMATIC REVIEWS, 2023, 12 (01)
  • [40] Evaluation of a prototype machine learning tool to semi-automate data extraction for systematic literature reviews
    Antonia Panayi
    Katherine Ward
    Amir Benhadji-Schaff
    A Santiago Ibanez-Lopez
    Andrew Xia
    Regina Barzilay
    Systematic Reviews, 12
12345