The Robustness Dashboard

Gunther Bensch, Julian Rose, Abel Brodeur and Jörg Ankel-Peters

No 234, I4R Discussion Paper Series from The Institute for Replication (I4R)

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.

Keywords: robustness; multiverse analysis; reproducibility; data visualization; research transparency; meta-science (search for similar items in EconPapers)
JEL-codes: A11 C80 C87 (search for similar items in EconPapers)
Date: 2025
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Persistent link: https://EconPapers.repec.org/RePEc:zbw:i4rdps:234

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