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September 29, 2014Systematic Reviews214 citationsOpen Access

A Microsoft-Excel-based tool for running and critically appraising network meta-analyses—an overview and application of NetMetaXL

SBStephen BrownBHBrian HuttonTCTammy Clifford

Structured PICO

P
Population
8,307 participants with left ventricular dysfunction from 12 randomized studies (used as an illustrative example for the software tool)
I
Intervention
NetMetaXL, a Microsoft-Excel-based tool for Bayesian network meta-analysis
O
Outcome
Overall risk of mortality (in the illustrative example)hard clinical

NetMetaXL is a freely available Excel-based tool that makes running and appraising Bayesian network meta-analyses more accessible to novice users.

Limitations

  • Current versions of NetMetaXL only allow the user to apply Bayesian network meta-analysis for binomial data and logistic regression models
  • Zero cell correction can cause computational problems when networks are sparse

Abstract

BACKGROUND: The use of network meta-analysis has increased dramatically in recent years. WinBUGS, a freely available Bayesian software package, has been the most widely used software package to conduct network meta-analyses. However, the learning curve for WinBUGS can be daunting, especially for new users. Furthermore, critical appraisal of network meta-analyses conducted in WinBUGS can be challenging given its limited data manipulation capabilities and the fact that generation of graphical output from network meta-analyses often relies on different software packages than the analyses themselves. METHODS: We developed a freely available Microsoft-Excel-based tool called NetMetaXL, programmed in Visual Basic for Applications, which provides an interface for conducting a Bayesian network meta-analysis using WinBUGS from within Microsoft Excel. . This tool allows the user to easily prepare and enter data, set model assumptions, and run the network meta-analysis, with results being automatically displayed in an Excel spreadsheet. It also contains macros that use NetMetaXL's interface to generate evidence network diagrams, forest plots, league tables of pairwise comparisons, probability plots (rankograms), and inconsistency plots within Microsoft Excel. All figures generated are publication quality, thereby increasing the efficiency of knowledge transfer and manuscript preparation. RESULTS: We demonstrate the application of NetMetaXL using data from a network meta-analysis published previously which compares combined resynchronization and implantable defibrillator therapy in left ventricular dysfunction. We replicate results from the previous publication while demonstrating result summaries generated by the software. CONCLUSIONS: Use of the freely available NetMetaXL successfully demonstrated its ability to make running network meta-analyses more accessible to novice WinBUGS users by allowing analyses to be conducted entirely within Microsoft Excel. NetMetaXL also allows for more efficient and transparent critical appraisal of network meta-analyses, enhanced standardization of reporting, and integration with health economic evaluations which are frequently Excel-based.

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Cite This Study

Brown et al. (2014) studied this question.

synapsesocial.com/papers/6a197b2a014c469faf57ef31https://doi.org/10.1186/2046-4053-3-110
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