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首页> 外文期刊>Arthroscopy: the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association >Understanding Network Meta-analysis (NMA) Conclusions Requires Scrutiny of Methods and Results: Introduction to NMA and the Geometry of Evidence
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Understanding Network Meta-analysis (NMA) Conclusions Requires Scrutiny of Methods and Results: Introduction to NMA and the Geometry of Evidence

机译:理解网络荟萃分析(NMA)需要审查的方法和结论结果:介绍NMA的几何证据

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摘要

Synthesis of medical literature to determine the best treatment for a given problem is challenging, particularly when multiple options exist. Network meta-analysis (NMA) allows the comparison of different treatment approaches in a single, systematic review including treatments that have never been compared head-to-head. A key to understanding NMA is to focus on the network geometry showing the number of included studies and their relationships: different treatment options are illustrated as nodes. Lines between nodes represent direct comparisons. For nodes not directly compared, indirect effects may be determined by use of the property of transitivity. Limitations of NMA include heterogeneity, where variability among included studies biases pairwise comparisons, and consistency, if direct and indirect comparisons between treatments do not agree. In the end, NMA allows numeric ranking of the estimated effects of each treatment from most to least effective. A disadvantage of NMA ranking methods is that readers may focus overly on what treatment ranks best and focus insufficiently on the methods and results that determine the rankings. The reliability of the rankings requires consideration of the geometry and strength of the network, including evaluation of heterogeneity, consistency, and transitivity. The conclusion of an NMA requires scrutiny of the methods and results.
机译:医学文献的综合确定对于一个给定的问题是最好的治疗具有挑战性的,尤其是当多个选项存在。比较不同的治疗方法单一的系统综述,包括治疗相比,从未企及。理解NMA是专注于网络包括几何图形显示的数量研究和他们的关系:不同的治疗选项说明节点。节点代表直接比较。直接比较,间接影响取决于使用的性质传递性。包括之间的异质性,可变性研究偏见成对比较一致性,如果直接和间接比较治疗之间的不一致。允许的估计数字排序效果每个最高到最低的治疗有效。NMA排名方法的缺点读者可能会过于关注什么治疗最好的方法和不够关注结果决定排名。排名的可靠性要求考虑的几何形状和强度网络,包括异构性的评价,一致性和传递性。NMA需要审查的方法结果。

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