The quality of a systematic review / Meta-analysis depends to some extent on which original studies are included, and how the data in the original studies are extracted, analyzed, and presented. This article will introduce how to identify different publications of the same research during screening, how to determine whether a research is a target research from simple to complex levels, and how to review exclusion studies one by one. The data extraction process should be objective, require prior training, pre-extraction, multiple people extraction, and reasonable treatment of the differences that arise. The data extraction table is the core and soul of the data extraction process. Reasonably designing the data extraction table and appropriate data conversion when necessary is a sufficient condition for a qualified systematic review. This article will elaborate the specific strategies and methods for data extraction after the target research is determined from these aspects.
HomeArticlesVol 30,2020 No.4Detail
Specific strategies for research screening and data extraction in systematic reviews and method discussion
Published on Aug. 21, 2020Total Views: 8702 timesTotal Downloads: 3755 timesDownloadMobile
- Abstract
- Full-text
- References
Abstract
Full-text
References
1. 李幼平, 李静, 孙鑫,等. 循证医学在中国的起源与发展:献给中国循证医学20周年[J]. 中国循证医学杂志, 2016, 016(1): 2-6. DOI: 10.7507/1672-2531.20160002. [Li YP, Li J, Sun X, et al. The Origin and Development of Evidence-based Medicine in China: The 20th Anniversary of the Introduction of Evidence-based Medicine to China[J]. Chinese Journal of Evidence-Based Medicine, 2016, 16(1): 2-6.]
2. 李静, 李幼平. 不断完善与发展的Cochrane系统评价[J]. 中国循证医学杂志, 2008, 8(9): 742-743. DOI: 10.3969/j.issn.1672-2531.2008.09.015. [Li J, Li YP. Improving and Developing Cochrane Systematic Review[J]. Chinese Journal of Evidence-Based Medicine, 2008, 8(9): 742-743.]
3. 曾宪涛, 冷卫东, 郭毅, 等. Meta分析系列之一:Meta分析的类型[J]. 中国循证心血管医学杂志, 2012, 4(1): 3-5. DOI: 1674-4055(2012)01-0003-03. [Zeng XT, Leng WD, Guo Y. et al. Meta-analysis series one: the type of meta-analysis[J]. Chinese journal of evidence based cardiovascular medicine, 2012, 4(1): 3-5.]
4. Chandler J, Cumpston M, Thomas J, et al. Cochrane Handbook for Systematic Reviews of Interventions version 6.0 (updated August 2019)[J]. Cochrane, 2019. Available from www.training.cochrane.org/handbook.
5. Meade MO, Richardson WS. Selecting and appraising studies for a systematic review[J]. Ann Intern Med, 1997, 127(7): 531-537. DOI: 10.7326/0003-4819-127-7-199710010-00005.
6. Zeng XT, Leng WD, Zhang C, et al. Meta-analysis on the association between toothbrushing and head and neck cancer.[J]. Oral Oncol, 2015, 51: 446-51. DOI: 10.1016/j.oraloncology.2015.02.095.
7. 王萍,谢蟪旭,张绮,等.如何在Cochrane系统评价中设计资料提取表[J].中国循证医学杂志, 2011, 11(3): 341-345. DOI: 10.3969/j.issn.1672-2531.2011.03.019 [Wang P, Xie HX, Zhang Q, et al. How to design the data collection form in Cochrane systematic reviews[J]. Chinese Journal of Evidence-Based Medicine, 2011, 11(3): 341-345.]
8. Higgins J, Altman D. 纳入研究的质量评价:数据提取形式的新建议[J]. 中国循证医学杂志, 2007, 7(1): 61. [Higgins J, Altman D. Evaluation of the quality of included studies: new recommendations for data extraction forms[J]. Chinese Journal of Evidence-Based Medicine, 2007, 7(1): 61.]
9. 方积乾.卫生统计学.第7版[M]. 北京: 人民卫生出版社, 2012. [Fang JQ. Health statistics. Version 7[M]. Beijing: People's Medical Publishing House, 2012.]
10. 许杨鹏,喻亚宇,付文杰,等. Meta分析中缺失标准差换算与标准化均数差估计方法简介[J].中国循证心血管医学杂志, 2016, 8(12): 1412-1415. DOI: 10.3969/j.issn.1674-4055.2016.12.02. [Xu YP, Yu YY, Fu WJ, et al. Introduction of methods for estimating standardized mean difference when missing standard deviation conversion in Meta-analysis[J]. Chinese Journal of Evidence-Based Cardiovascular Medicine, 2016, 8(12): 1412-1415.]
11. Wiebe N, Vandermeer B, Platt RW, Klassen TP, Moher D, Barrowman NJ. A systematic review identifies a lack of standardization in methods for handling missing variance data[J]. J Clin Epidemiol. 2006, 95: 342–53. DOI: 10.1016/j.jclinepi.2005.08.017.
12. Hozo SP, Djulbegovic B, Hozo I. Estimating the mean and variance from the median, range, and the size of a sample[J]. BMC Med Res Methodol. 2005, 5: 13. Published 2005 Apr 20. DOI: 10.1186/1471-2288-5-13.
13. Wan X, Wang W, Liu J, Tong T. Estimating the sample mean and standard deviation from the sample size, median, range and/or interquartile range[J]. BMC Med Res Methodol. 2014, 14: 135. DOI: 10.1186/1471-2288-14-135.
14. Kwon D, Reis IM. Simulation-based estimation of mean and standard deviation for meta-analysis via Approximate Bayesian Computation (ABC)[J]. BMC Med Res Methodol. 2015, 15: 61. DOI: 10.1186/s12874-015-0055-5.
15. Zhang J, Yu KF. What's the relative risk? A method of correcting the odds ratio in cohort studies of common outcomes[J]. JAMA, 1998, 280(19): 1690-1691. DOI: 10.1001/jama.280.19.1690.
16. 刘海宁,吴昊,姚灿,等. Meta分析中连续性数据的深度提取方法 [J].中国循证医学杂志, 2017, 17(1): 117-121. [Liu HN, Wu H, Yao S, et al. Depth extraction of continuous data in meta-analysis[J]. Chinese Journal of Evidence-Based Medicine, 2017, 17(1): 117-121.]
Popular Papers
-
A multicenter, open-label and phase Ⅳ clinical study on the treatment of urinary tract infections with Relinqing granules
Jul. 30, 20242972
-
Current situation and reform trend of medical practical course teaching mode in the "AI+Education" era
Aug. 31, 20242425
-
An analysis of disease burden and risk factors of chronic kidney disease in China from 1990 to 2021
Sep. 30, 20242289
-
Construction and clinical teaching application of virtual patient system: based on artificial intelligence LLM technology
Jul. 30, 20241818
-
Characteristics of lower limb surface electromyography in patients with knee osteoarthritis and progress in their exercise rehabilitation
Aug. 31, 20241792
-
Analysis of the disease burden of neonatal encephalopathy due to birth asphyxia and trauma in China from 1990 to 2019
Aug. 31, 20241692
-
Research progress on the role and treatment of CD24 in the tumor microenvironment
Aug. 31, 20241611
-
Risk factors and prediction model construction for malnutrition in long-term bedridden elderly patients
Aug. 31, 20241590