A protocol for structured robustness reproductions and replicability assessments
Abstract Robustness reproductions and replicability discussions are on the rise in response to concerns about a potential credibility crisis in economics. This paper proposes a protocol to structure reproducibility and replicability assessments, with a focus on robustness. Starting with a computational reproduction upon data availability, the protocol encourages replicators to pre-specify robustness tests, prior to implementing them. The protocol contains three different reporting tools to streamline the presentation of results. Beyond reproductions, our protocol assesses adherence to the pre-analysis plans in the replicated papers as well as external and construct validity. Our ambition is to put often controversial debates between replicators and replicated authors on a solid basis and contribute to an improved replication culture in economics.
Authors
- Anna Dreber (ORCID: https://orcid.org/0000-0003-3989-9941)
- Jörg Peters (ORCID: https://orcid.org/0000-0002-7835-8745)
- Julian Rose
- Florian Neubauer (ORCID: https://orcid.org/0000-0002-0163-983X)
- Abel Brodeur (ORCID: https://orcid.org/0000-0003-3980-4324)
- Magnus Johannesson (ORCID: https://orcid.org/0000-0001-8759-6393)
Institutions
- RWI – Leibniz Institute for Economic Research (DE)
- University of Ottawa (CA)
- Stockholm School of Economics (SE)
- University of Passau (DE)
- Ludwig-Maximilians-Universität München (DE)
- Ottawa University (US)
Publication Details
- Journal
- Q Open
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1093/qopen/qoaf004
- Citations
- 1
- Primary Topic
- Software Reliability and Analysis Research
- Type
- article
- Field-Weighted Citation Impact
- 2.31