Please use this identifier to cite or link to this item: https://hdl.handle.net/10419/319180 
Year of Publication: 
2025
Series/Report no.: 
I4R Discussion Paper Series No. 234
Publisher: 
Institute for Replication (I4R), s.l.
Abstract: 
Transparent communication of robustness is essential in empirical research, yet existing tools can be difficult to interpret. This paper introduces the robustness dashboard, a graphical tool that visualizes the results of robustness reproductions into a single, intuitive graph. The robustness dashboard draws on a multiverse of analytical paths to illustrate their effect on statistical significance. It complements existing visualisations, such as specification curves, by offering a more compact and accessible summary of robustness patterns. The dashboard can be easily implemented using our Stata command repframe and scaled according to the number of outcomes, ranging from stand-alone reproductions to meta-reproductions.
Subjects: 
robustness
multiverse analysis
reproducibility
data visualization
research transparency
meta-science
JEL: 
A11
C80
C87
Document Type: 
Working Paper

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