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The robustness dashboard

Author

Listed:
  • Bensch, Gunther
  • Rose, Julian
  • Brodeur, Abel
  • Ankel-Peters, Jörg

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.

Suggested Citation

  • Bensch, Gunther & Rose, Julian & Brodeur, Abel & Ankel-Peters, Jörg, 2025. "The robustness dashboard," Ruhr Economic Papers 1167, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    • Handle: RePEc:zbw:rwirep:330177
    DOI: 10.4419/96973352
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    References listed on IDEAS

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    1. Huntington-Klein, Nick & Pörtner, Claus C. & Acharya, Yubraj & Adamkovic, Matus & Adema, Joop & Agasa, Lameck Ondieki & Ahmad, Imtiaz & Akbulut-Yuksel, Mevlude & Andresen, Martin Eckhoff & Angenendt, , 2025. "The Sources of Researcher Variation in Economics," HEC Research Papers Series 1551, HEC Paris.
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    JEL classification:

    • A11 - General Economics and Teaching - - General Economics - - - Role of Economics; Role of Economists
    • C80 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - General
    • C87 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Econometric Software

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