The Robustness Dashboard

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Abstract

Transparent communication of robustness is essential in empirical research, yet existing toolscan be difficult to interpret. This paper introduces the robustness dashboard, a graphical tool thatvisualizes the results of robustness reproductions into a single, intuitive graph. The robustnessdashboard draws on a multiverse of analytical paths to illustrate their effect on statisticalsignificance. It complements existing visualisations, such as specification curves, by offering amore compact and accessible summary of robustness pa%erns. The dashboard can be easilyimplemented using our Stata command repframe and scaled according to the number ofoutcomes, ranging from stand-alone reproductions to meta-reproductions.

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europepmc
last seen: 2026-05-20T01:45:00.602351+00:00
unpaywall
last seen: 2026-05-22T02:00:06.705733+00:00
License: CC-BY-4.0