In evidence-based practice and decision, dose-response meta-analysis has been concerned by many scholars. It can provide unique dose-response relationship between exposure and disease, with a high grade of evidence among observational-study based meta-analysis. Thus, it is important to clearly understand this type of meta-analysis on software implementations. Currently, there are different software for dose-response meta-analysis with various characteristics. In this paper, we will focus on how to conduct dose-response meta-analysis by Stata, R and SAS software, which including a brief introduction, the process of calculation, the graph drawing, the generalization, and some examples of the processes.
Citation:
GUOPeng, XUChang, ZHOUQuan, ZHANGChao, YANJin-zhu, ZHANGYong-gang. How to Conduct Dose-response Meta-analysis: the Application of Software. Chinese Journal of Evidence-Based Medicine, 2016, 16(3): 363-368. doi: 10.7507/1672-2531.20160056
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Copyright © the editorial department of Chinese Journal of Evidence-Based Medicine of West China Medical Publisher. All rights reserved
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Orsini N, Bellocco R, Greenland S. Generalized least squares for trend estimation of summarized dose-response data. Stata J, 2005, 6(1):40-57.
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Orsini N A procedure to tabulate and plot results after flexible modeling of a quantitative covariate. Stata J, 2011, 11 (1):1-29.
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Orsini N, Bellocco R, Greenland S. Generalized least squares for trend estimation of summarized dose-response data. Stata J, 2005, 6 (1):40-57.
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12. |
周权, 李卉, 罗美玲, 等. 剂量-反应关系Meta分析在R软件中的实现. 现代预防医学, 2015, 42(5):789-794.
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- 1. 徐畅, 张永刚, 韩芳芳, 等. 剂量-反应关系Meta分析的方法学简介. 中国循证医学杂志, 2015, 15(10):1236-1240.
- 2. 罗美玲, 林希建, 刘如春, 等. 剂量-反应关系Meta分析在Stata软件中的实现. 循证医学, 2014, 14(03):182-187.
- 3. 徐畅, 曾宪涛, 张超, 等. 应用R软件dosresmeta程序包和mvmeta程序包实现剂量-反应关系Meta分析. 循证医学, 2014, 14(4):479-483.
- 4. Xu C, Zeng XT, Liu TZ, et al. Fruits and vegetables intake and risk of bladder cancer:a PRISMA-compliant systematic review and dose-response meta-analysis of prospective cohort studies. Medicine (Baltimore), 2015, 94(17):e759.
- 5. 周权, 罗美玲, 王冕, 等. 应用SAS软件宏命令实现剂量-反应关系Meta分析. 循证医学, 2015, 15(1):54-60.
- 6. 徐畅, 刘同族, 邝心颖, 等. 剂量-反应Meta分析模型中缺失值的处理及效应指标的转换. 中国循证医学杂志, 2015, 15(8):984-987.
- 7. 曾宪涛, 主编. 应用STATA做Meta分析. 第1版. 北京:军事医学科学出版社, 2014:92-100.
- 8. Greenland S, Longnecker MP. Methods for trend estimation from summarized dose-response data, with applications to meta-analysis. Am J Epidemiol, 1992, 135 (11):1301-1309.
- 9. Orsini N, Bellocco R, Greenland S. Generalized least squares for trend estimation of summarized dose-response data. Stata J, 2005, 6(1):40-57.
- 10. Orsini N A procedure to tabulate and plot results after flexible modeling of a quantitative covariate. Stata J, 2011, 11 (1):1-29.
- 11. Orsini N, Bellocco R, Greenland S. Generalized least squares for trend estimation of summarized dose-response data. Stata J, 2005, 6 (1):40-57.
- 12. 周权, 李卉, 罗美玲, 等. 剂量-反应关系Meta分析在R软件中的实现. 现代预防医学, 2015, 42(5):789-794.